update all

* perf(mobile): optimize date loading with batch loading

Introduce DateBatchLoader to reduce the number of database queries by loading dates in batches, improving performance when querying large lists.

* remove unused totalCount parameter from DateBatchLoader

---------

Co-authored-by: Alex <alex.tran1502@gmail.com>

.devcontainer/Dockerfile

@@ -1,4 +1,4 @@
-ARG BASEIMAGE=mcr.microsoft.com/devcontainers/typescript-node:22@sha256:2ef23730ec68d8511ec8e6e0b82550ca728b256805d81f60ed890f3bfb21cfb9
+ARG BASEIMAGE=mcr.microsoft.com/devcontainers/typescript-node:22@sha256:b0b88ef6a5abf21194343d2c5b2829dddd9be1142f65f6a5e4390a51d5a70dd8
 FROM ${BASEIMAGE}
 
 # Flutter SDK

.gitattributes

@@ -6,6 +6,9 @@ mobile/openapi/**/*.dart linguist-generated=true
 mobile/lib/**/*.g.dart -diff -merge
 mobile/lib/**/*.g.dart linguist-generated=true
 
+mobile/lib/**/*.drift.dart -diff -merge
+mobile/lib/**/*.drift.dart linguist-generated=true
+
 open-api/typescript-sdk/fetch-client.ts -diff -merge
 open-api/typescript-sdk/fetch-client.ts linguist-generated=true
 

.github/workflows/codeql-analysis.yml

@@ -46,7 +46,7 @@ jobs:
 
       # Initializes the CodeQL tools for scanning.
       - name: Initialize CodeQL
-        uses: github/codeql-action/init@1b549b9259bda1cb5ddde3b41741a82a2d15a841 # v3
+        uses: github/codeql-action/init@45775bd8235c68ba998cffa5171334d58593da47 # v3
         with:
           languages: ${{ matrix.language }}
           # If you wish to specify custom queries, you can do so here or in a config file.
@@ -59,7 +59,7 @@ jobs:
       # Autobuild attempts to build any compiled languages  (C/C++, C#, or Java).
       # If this step fails, then you should remove it and run the build manually (see below)
       - name: Autobuild
-        uses: github/codeql-action/autobuild@1b549b9259bda1cb5ddde3b41741a82a2d15a841 # v3
+        uses: github/codeql-action/autobuild@45775bd8235c68ba998cffa5171334d58593da47 # v3
 
       # ℹ️ Command-line programs to run using the OS shell.
       # 📚 See https://docs.github.com/en/actions/using-workflows/workflow-syntax-for-github-actions#jobsjob_idstepsrun
@@ -72,6 +72,6 @@ jobs:
       #   ./location_of_script_within_repo/buildscript.sh
 
       - name: Perform CodeQL Analysis
-        uses: github/codeql-action/analyze@1b549b9259bda1cb5ddde3b41741a82a2d15a841 # v3
+        uses: github/codeql-action/analyze@45775bd8235c68ba998cffa5171334d58593da47 # v3
         with:
           category: '/language:${{matrix.language}}'

.github/workflows/fix-format.yml

@@ -13,7 +13,7 @@ jobs:
     steps:
       - name: Generate a token
         id: generate-token
-        uses: actions/create-github-app-token@af35edadc00be37caa72ed9f3e6d5f7801bfdf09 # v1
+        uses: actions/create-github-app-token@d72941d797fd3113feb6b93fd0dec494b13a2547 # v1
         with:
           app-id: ${{ secrets.PUSH_O_MATIC_APP_ID }}
           private-key: ${{ secrets.PUSH_O_MATIC_APP_KEY }}

.github/workflows/prepare-release.yml

@@ -31,7 +31,7 @@ jobs:
     steps:
       - name: Generate a token
         id: generate-token
-        uses: actions/create-github-app-token@af35edadc00be37caa72ed9f3e6d5f7801bfdf09 # v1
+        uses: actions/create-github-app-token@d72941d797fd3113feb6b93fd0dec494b13a2547 # v1
         with:
           app-id: ${{ secrets.PUSH_O_MATIC_APP_ID }}
           private-key: ${{ secrets.PUSH_O_MATIC_APP_KEY }}
@@ -42,7 +42,7 @@ jobs:
           token: ${{ steps.generate-token.outputs.token }}
 
       - name: Install uv
-        uses: astral-sh/setup-uv@22695119d769bdb6f7032ad67b9bca0ef8c4a174 # v5
+        uses: astral-sh/setup-uv@0c5e2b8115b80b4c7c5ddf6ffdd634974642d182 # v5
 
       - name: Bump version
         run: misc/release/pump-version.sh -s "${{ inputs.serverBump }}" -m "${{ inputs.mobileBump }}"
@@ -70,7 +70,7 @@ jobs:
     steps:
       - name: Generate a token
         id: generate-token
-        uses: actions/create-github-app-token@af35edadc00be37caa72ed9f3e6d5f7801bfdf09 # v1
+        uses: actions/create-github-app-token@d72941d797fd3113feb6b93fd0dec494b13a2547 # v1
         with:
           app-id: ${{ secrets.PUSH_O_MATIC_APP_ID }}
           private-key: ${{ secrets.PUSH_O_MATIC_APP_KEY }}

.github/workflows/test.yml

@@ -384,7 +384,7 @@ jobs:
     steps:
       - uses: actions/checkout@11bd71901bbe5b1630ceea73d27597364c9af683 # v4
       - name: Install uv
-        uses: astral-sh/setup-uv@22695119d769bdb6f7032ad67b9bca0ef8c4a174 # v5
+        uses: astral-sh/setup-uv@0c5e2b8115b80b4c7c5ddf6ffdd634974642d182 # v5
       - uses: actions/setup-python@8d9ed9ac5c53483de85588cdf95a591a75ab9f55 # v5
         # TODO: add caching when supported (https://github.com/actions/setup-python/pull/818)
         # with:
@@ -395,16 +395,16 @@ jobs:
           uv sync --extra cpu
       - name: Lint with ruff
         run: |
-          uv run ruff check --output-format=github app export
+          uv run ruff check --output-format=github immich_ml
       - name: Check black formatting
         run: |
-          uv run black --check app export
+          uv run black --check immich_ml
       - name: Run mypy type checking
         run: |
-          uv run mypy --strict app/
+          uv run mypy --strict immich_ml/
       - name: Run tests and coverage
         run: |
-          uv run pytest app --cov=app --cov-report term-missing
+          uv run pytest --cov=immich_ml --cov-report term-missing
 
   github-files-formatting:
     name: .github Files Formatting
@@ -518,27 +518,27 @@ jobs:
         run: npm run build
 
       - name: Run existing migrations
-        run: npm run typeorm:migrations:run
+        run: npm run migrations:run
 
       - name: Test npm run schema:reset command works
         run: npm run typeorm:schema:reset
 
       - name: Generate new migrations
         continue-on-error: true
-        run: npm run typeorm:migrations:generate ./src/migrations/TestMigration
+        run: npm run migrations:generate TestMigration
 
       - name: Find file changes
         uses: tj-actions/verify-changed-files@a1c6acee9df209257a246f2cc6ae8cb6581c1edf # v20
         id: verify-changed-files
         with:
           files: |
-            server/src/migrations/
+            server/src
       - name: Verify migration files have not changed
         if: steps.verify-changed-files.outputs.files_changed == 'true'
         run: |
           echo "ERROR: Generated migration files not up to date!"
           echo "Changed files: ${{ steps.verify-changed-files.outputs.changed_files }}"
-          cat ./src/migrations/*-TestMigration.ts
+          cat ./src/*-TestMigration.ts
           exit 1
 
       - name: Run SQL generation

.vscode/settings.json

@@ -39,6 +39,7 @@
   ],
   "explorer.fileNesting.enabled": true,
   "explorer.fileNesting.patterns": {
-    "*.ts": "${capture}.spec.ts,${capture}.mock.ts"
+    "*.ts": "${capture}.spec.ts,${capture}.mock.ts",
+    "*.dart": "${capture}.g.dart,${capture}.gr.dart,${capture}.drift.dart"
   }
 }

README.md

@@ -61,9 +61,7 @@
 
 ## Demo
 
-Access the demo [here](https://demo.immich.app). The demo is running on a Free-tier Oracle VM in Amsterdam with a 2.4Ghz quad-core ARM64 CPU and 24GB RAM.
-
-For the mobile app, you can use `https://demo.immich.app` for the `Server Endpoint URL`
+Access the demo [here](https://demo.immich.app). For the mobile app, you can use `https://demo.immich.app` for the `Server Endpoint URL`.
 
 ### Login credentials
 
@@ -104,7 +102,7 @@ For the mobile app, you can use `https://demo.immich.app` for the `Server Endpoi
 | Read-only gallery                            | Yes    | Yes |
 | Stacked Photos                               | Yes    | Yes |
 | Tags                                         | No     | Yes |
-| Folder View                                  | No     | Yes |
+| Folder View                                  | Yes    | Yes |
 
 ## Translations
 

cli/eslint.config.mjs

@@ -1,39 +1,29 @@
-import { FlatCompat } from '@eslint/eslintrc';
 import js from '@eslint/js';
-import typescriptEslint from '@typescript-eslint/eslint-plugin';
-import tsParser from '@typescript-eslint/parser';
+import eslintPluginPrettierRecommended from 'eslint-plugin-prettier/recommended';
+import eslintPluginUnicorn from 'eslint-plugin-unicorn';
 import globals from 'globals';
 import path from 'node:path';
 import { fileURLToPath } from 'node:url';
+import typescriptEslint from 'typescript-eslint';
 
 const __filename = fileURLToPath(import.meta.url);
 const __dirname = path.dirname(__filename);
-const compat = new FlatCompat({
-  baseDirectory: __dirname,
-  recommendedConfig: js.configs.recommended,
-  allConfig: js.configs.all,
-});
 
-export default [
+export default typescriptEslint.config([
+  eslintPluginUnicorn.configs.recommended,
+  eslintPluginPrettierRecommended,
+  js.configs.recommended,
+  typescriptEslint.configs.recommended,
   {
     ignores: ['eslint.config.mjs', 'dist'],
   },
-  ...compat.extends(
-    'plugin:@typescript-eslint/recommended',
-    'plugin:prettier/recommended',
-    'plugin:unicorn/recommended',
-  ),
   {
-    plugins: {
-      '@typescript-eslint': typescriptEslint,
-    },
-
     languageOptions: {
       globals: {
         ...globals.node,
       },
 
-      parser: tsParser,
+      parser: typescriptEslint.parser,
       ecmaVersion: 5,
       sourceType: 'module',
 
@@ -58,4 +48,4 @@ export default [
       'object-shorthand': ['error', 'always'],
     },
   },
-];
+]);

cli/package.json

@@ -1,6 +1,6 @@
 {
   "name": "@immich/cli",
-  "version": "2.2.55",
+  "version": "2.2.61",
   "description": "Command Line Interface (CLI) for Immich",
   "type": "module",
   "exports": "./dist/index.js",
@@ -21,9 +21,7 @@
     "@types/lodash-es": "^4.17.12",
     "@types/micromatch": "^4.0.9",
     "@types/mock-fs": "^4.13.1",
-    "@types/node": "^22.13.10",
-    "@typescript-eslint/eslint-plugin": "^8.15.0",
-    "@typescript-eslint/parser": "^8.15.0",
+    "@types/node": "^22.14.0",
     "@vitest/coverage-v8": "^3.0.0",
     "byte-size": "^9.0.0",
     "cli-progress": "^3.12.0",
@@ -31,12 +29,13 @@
     "eslint": "^9.14.0",
     "eslint-config-prettier": "^10.0.0",
     "eslint-plugin-prettier": "^5.1.3",
-    "eslint-plugin-unicorn": "^56.0.1",
+    "eslint-plugin-unicorn": "^57.0.0",
     "globals": "^16.0.0",
     "mock-fs": "^5.2.0",
     "prettier": "^3.2.5",
     "prettier-plugin-organize-imports": "^4.0.0",
     "typescript": "^5.3.3",
+    "typescript-eslint": "^8.28.0",
     "vite": "^6.0.0",
     "vite-tsconfig-paths": "^5.0.0",
     "vitest": "^3.0.0",

docker/docker-compose.dev.yml

@@ -116,7 +116,7 @@ services:
 
   redis:
     container_name: immich_redis
-    image: redis:6.2-alpine@sha256:148bb5411c184abd288d9aaed139c98123eeb8824c5d3fce03cf721db58066d8
+    image: docker.io/valkey/valkey:8-bookworm@sha256:42cba146593a5ea9a622002c1b7cba5da7be248650cbb64ecb9c6c33d29794b1
     healthcheck:
       test: redis-cli ping || exit 1
 

docker/docker-compose.prod.yml

@@ -56,7 +56,7 @@ services:
 
   redis:
     container_name: immich_redis
-    image: redis:6.2-alpine@sha256:148bb5411c184abd288d9aaed139c98123eeb8824c5d3fce03cf721db58066d8
+    image: docker.io/valkey/valkey:8-bookworm@sha256:42cba146593a5ea9a622002c1b7cba5da7be248650cbb64ecb9c6c33d29794b1
     healthcheck:
       test: redis-cli ping || exit 1
     restart: always
@@ -102,7 +102,7 @@ services:
     command: [ './run.sh', '-disable-reporting' ]
     ports:
       - 3000:3000
-    image: grafana/grafana:11.5.2-ubuntu@sha256:8b5858c447e06fd7a89006b562ba7bba7c4d5813600c7982374c41852adefaeb
+    image: grafana/grafana:11.6.0-ubuntu@sha256:fd8fa48213c624e1a95122f1d93abbf1cf1cbe85fc73212c1e599dbd76c63ff8
     volumes:
       - grafana-data:/var/lib/grafana
 

docker/docker-compose.yml

@@ -49,7 +49,7 @@ services:
 
   redis:
     container_name: immich_redis
-    image: docker.io/redis:6.2-alpine@sha256:148bb5411c184abd288d9aaed139c98123eeb8824c5d3fce03cf721db58066d8
+    image: docker.io/valkey/valkey:8-bookworm@sha256:42cba146593a5ea9a622002c1b7cba5da7be248650cbb64ecb9c6c33d29794b1
     healthcheck:
       test: redis-cli ping || exit 1
     restart: always

docker/example.env

@@ -2,7 +2,8 @@
 
 # The location where your uploaded files are stored
 UPLOAD_LOCATION=./library
-# The location where your database files are stored
+
+# The location where your database files are stored. Network shares are not supported for the database
 DB_DATA_LOCATION=./postgres
 
 # To set a timezone, uncomment the next line and change Etc/UTC to a TZ identifier from this list: https://en.wikipedia.org/wiki/List_of_tz_database_time_zones#List

docs/docs/administration/user-management.mdx

@@ -31,7 +31,7 @@ Admin can send a welcome email if the Email option is set, you can learn here ho
 
 Admin can specify the storage quota for the user as the instance's admin; once the limit is reached, the user won't be able to upload to the instance anymore.
 
-In order to select a storage quota, click on the pencil icon and enter the storage quota in GiB. You can choose an unlimited quota using the value 0 (default).
+In order to select a storage quota, click on the pencil icon and enter the storage quota in GiB. You can choose an unlimited quota by leaving it empty (default).
 
 :::tip
 The system administrator can see the usage quota percentage of all users in Server Stats page.

docs/docs/developer/setup.md

@@ -63,6 +63,13 @@ If you only want to do web development connected to an existing, remote backend,
 IMMICH_SERVER_URL=https://demo.immich.app/ npm run dev
 ```
 
+If you're using PowerShell on Windows you may need to set the env var separately like so:
+
+```powershell
+$env:IMMICH_SERVER_URL = "https://demo.immich.app/"
+npm run dev
+```
+
 #### `@immich/ui`
 
 To see local changes to `@immich/ui` in Immich, do the following:

docs/docs/features/command-line-interface.md

@@ -112,7 +112,7 @@ You begin by authenticating to your Immich server. For instance:
 immich login http://192.168.1.216:2283/api HFEJ38DNSDUEG
 ```
 
-This will store your credentials in a `auth.yml` file in the configuration directory which defaults to `~/.config/`. The directory can be set with the `-d` option or the environment variable `IMMICH_CONFIG_DIR`. Please keep the file secure, either by performing the logout command after you are done, or deleting it manually.
+This will store your credentials in a `auth.yml` file in the configuration directory which defaults to `~/.config/immich/`. The directory can be set with the `-d` option or the environment variable `IMMICH_CONFIG_DIR`. Please keep the file secure, either by performing the logout command after you are done, or deleting it manually.
 
 Once you are authenticated, you can upload assets to your Immich server.
 

docs/docs/features/ml-hardware-acceleration.md

@@ -71,7 +71,7 @@ You do not need to redo any machine learning jobs after enabling hardware accele
 
 1. If you do not already have it, download the latest [`hwaccel.ml.yml`][hw-file] file and ensure it's in the same folder as the `docker-compose.yml`.
 2. In the `docker-compose.yml` under `immich-machine-learning`, uncomment the `extends` section and change `cpu` to the appropriate backend.
-3. Still in `immich-machine-learning`, add one of -[armnn, cuda, rocm, openvino] to the `image` section's tag at the end of the line.
+3. Still in `immich-machine-learning`, add one of -[armnn, cuda, rocm, openvino, rknn] to the `image` section's tag at the end of the line.
 4. Redeploy the `immich-machine-learning` container with these updated settings.
 
 ### Confirming Device Usage

docs/docs/features/searching.md

@@ -45,7 +45,7 @@ Some search examples:
 </TabItem>
   <TabItem value="Mobile" label="Mobile">
 
-<img src={require('./img/moblie-smart-serach.webp').default} width="30%" title='Smart search on mobile' />
+<img src={require('./img/mobile-smart-search.webp').default} width="30%" title='Smart search on mobile' />
 
 </TabItem>
 </Tabs>
@@ -56,7 +56,20 @@ Navigating to `Administration > Settings > Machine Learning Settings > Smart Sea
 
 ### CLIP models
 
-More powerful models can be used for more accurate search results, but are slower and can require more server resources. Check the dropdowns below to see how they compare in memory usage, speed and quality by language.
+The default search model is fast, but there are many other options that can provide better search results. The tradeoff of using these models is that they're slower and/or use more memory (both when indexing images with background Smart Search jobs and when searching).
+
+The first step of choosing the right model for you is to know which languages your users will search in.
+
+If your users will only search in English, then the [CLIP][huggingface-clip] section is the first place to look. This is a curated list of the models that generally perform the best for their size class. The models here are ordered from higher to lower quality. This means that the top models will generally rank the most relevant results higher and have a higher capacity to understand descriptive, detailed, and/or niche queries. The models are also generally ordered from larger to smaller, so consider the impact on memory usage, job processing and search speed when deciding on one. The smaller models in this list are not too different in quality and many times faster.
+
+[Multilingual models][huggingface-multilingual-clip] are also available so users can search in their native language. Use these models if you expect non-English searches to be common. They can be separated into two search patterns:
+
+- `nllb` models expect the search query to be in the language specified in the user settings
+- `xlm` and `siglip2` models understand search text regardless of the current language setting
+
+`nllb` models tend to perform the best and are recommended when users primarily searches in their native, non-English language. `xlm` and `siglip2` models are more flexible and are recommended for mixed language search, where the same user might search in different languages at different times.
+
+For more details, check the tables below to see how they compare in memory usage, speed and quality by language.
 
 Once you've chosen a model, follow these steps:
 
@@ -81,7 +94,7 @@ Memory and execution time estimates were obtained without acceleration on a 7800
 
 **Memory (MiB)**: The peak RSS usage of the process afer performing the above timing benchmark. Does not include image decoding, concurrent processing, the web server, etc., which are relatively constant factors.
 
-**Recall (%)**: Evaluated on Crossmodal-3600, the average of the recall@1, recall@5 and recall@10 results for zeroshot image retrieval.
+**Recall (%)**: Evaluated on Crossmodal-3600, the average of the recall@1, recall@5 and recall@10 results for zeroshot image retrieval. Chinese (Simplified), English, French, German, Italian, Japanese, Korean, Polish, Russian, Spanish and Turkish are additionally tested on XTD-10. Chinese (Simplified) and English are additionally tested on Flickr30k. The recall metrics are the average across all tested datasets.
 
 **Pareto Optimal**: Whether the model is not completely outclassed by another model. Try to use models that are optimal for the languages relevant to you. Specifically, for a given model and language, if there's another model that's better for that language in at least one respect (memory usage, execution time, recall) while being at least as good for that language in every other way, then the model is not optimal for that language.
 
@@ -93,59 +106,59 @@ Memory and execution time estimates were obtained without acceleration on a 7800
 <summary>English</summary>
 | Model                                                | Memory (MiB) | Execution Time (ms) | Recall (%) | Pareto Optimal |
 |------------------------------------------------------|--------------|---------------------|------------|----------------|
-| ViT-H-14-378-quickgelu__dfn5b                        | 5049         | 108.4               | 75.73      | ✅             |
-| ViT-L-16-SigLIP2-512__webli                          | 3358         | 92.59               | 75.44      | ✅             |
-| ViT-B-16-SigLIP2__webli                              | 3038         | 5.81                | 75.19      | ✅             |
-| ViT-SO400M-16-SigLIP2-384__webli                     | 3854         | 56.57               | 75.09      | ❌             |
-| ViT-SO400M-16-SigLIP2-512__webli                     | 4050         | 107.67              | 75.07      | ❌             |
-| ViT-H-14-quickgelu__dfn5b                            | 4701         | 38.74               | 75.01      | ❌             |
-| ViT-L-16-SigLIP2-384__webli                          | 3057         | 51.7                | 74.92      | ❌             |
-| ViT-gopt-16-SigLIP2-384__webli                       | 6585         | 146.84              | 74.9       | ❌             |
-| ViT-SO400M-14-SigLIP2-378__webli                     | 3940         | 72.25               | 74.87      | ❌             |
-| ViT-SO400M-16-SigLIP2-256__webli                     | 3611         | 27.84               | 74.87      | ❌             |
-| ViT-SO400M-14-SigLIP2__webli                         | 3622         | 27.63               | 74.77      | ❌             |
-| ViT-gopt-16-SigLIP2-256__webli                       | 6475         | 64.51               | 74.28      | ❌             |
-| ViT-L-16-SigLIP2-256__webli                          | 2830         | 23.77               | 74.26      | ✅             |
-| ViT-B-32-SigLIP2-256__webli                          | 3061         | 3.31                | 73.15      | ✅             |
-| ViT-L-14-quickgelu__dfn2b                            | 2212         | 20.49               | 72.78      | ✅             |
-| ViT-SO400M-14-SigLIP-384__webli                      | 4417         | 72.19               | 72.58      | ❌             |
-| ViT-L-16-SigLIP-384__webli                           | 3396         | 47.6                | 72.57      | ❌             |
-| ViT-B-16-SigLIP-512__webli                           | 1828         | 26.17               | 72.47      | ✅             |
-| ViT-B-16-SigLIP-384__webli                           | 1128         | 13.53               | 72.45      | ✅             |
-| ViT-L-16-SigLIP-256__webli                           | 3160         | 23.84               | 72.44      | ❌             |
-| nllb-clip-large-siglip__mrl                          | 4248         | 75.44               | 72.37      | ❌             |
-| ViT-B-16-SigLIP__webli                               | 1081         | 5.77                | 71.64      | ✅             |
-| ViT-B-16-SigLIP-256__webli                           | 1102         | 7.11                | 71.63      | ❌             |
-| XLM-Roberta-Large-ViT-H-14__frozen_laion5b_s13b_b90k | 4014         | 39.14               | 71.45      | ❌             |
-| ViT-H-14__laion2b-s32b-b79k                          | 4676         | 39.06               | 71.33      | ❌             |
-| nllb-clip-large-siglip__v1                           | 4226         | 75.05               | 71.19      | ❌             |
-| ViT-L-14__laion2b-s32b-b82k                          | 2233         | 20.56               | 69.86      | ❌             |
-| nllb-clip-base-siglip__mrl                           | 4696         | 16.95               | 69.66      | ❌             |
-| ViT-B-16-SigLIP-i18n-256__webli                      | 3029         | 6.87                | 69.38      | ❌             |
-| ViT-B-32__laion2b-s34b-b79k                          | 1001         | 2.29                | 68.78      | ✅             |
-| ViT-L-14__laion400m_e31                              | 2183         | 19.87               | 68.53      | ❌             |
-| ViT-B-16-plus-240__laion400m_e32                     | 1246         | 6.95                | 68.53      | ❌             |
-| ViT-B-16-plus-240__laion400m_e31                     | 1263         | 6.94                | 68.53      | ❌             |
-| ViT-L-14__laion400m_e32                              | 2218         | 19.73               | 68.51      | ❌             |
-| nllb-clip-base-siglip__v1                            | 4675         | 15.17               | 68.41      | ❌             |
-| ViT-B-32__laion2b_e16                                | 1004         | 2.38                | 68.41      | ❌             |
-| XLM-Roberta-Base-ViT-B-32__laion5b_s13b_b90k         | 3030         | 3.2                 | 68.33      | ❌             |
-| ViT-B-16__laion400m_e31                              | 991          | 5.04                | 66.96      | ✅             |
-| ViT-B-16__laion400m_e32                              | 975          | 4.98                | 66.95      | ✅             |
-| ViT-B-32__laion400m_e31                              | 999          | 2.28                | 65.65      | ✅             |
-| ViT-B-32__laion400m_e32                              | 1003         | 2.35                | 65.49      | ❌             |
-| ViT-L-14__openai                                     | 2212         | 19.91               | 60.12      | ❌             |
-| ViT-B-32__openai                                     | 1004         | 2.26                | 59.37      | ✅             |
-| RN50x64__openai                                      | 5079         | 48.79               | 59.36      | ❌             |
-| RN50x16__openai                                      | 2221         | 15.87               | 59.17      | ❌             |
-| ViT-L-14-336__openai                                 | 2616         | 43.45               | 59.09      | ❌             |
-| RN50__openai                                         | 913          | 2.39                | 58.32      | ✅             |
-| ViT-B-16__openai                                     | 985          | 5.03                | 58.27      | ❌             |
-| RN50x4__openai                                       | 1416         | 5.85                | 57.88      | ❌             |
-| RN50__cc12m                                          | 914          | 2.37                | 57.75      | ✅             |
-| RN101__openai                                        | 1111         | 3.21                | 57.7       | ❌             |
-| RN101__yfcc15m                                       | 1111         | 3.22                | 50.11      | ❌             |
-| RN50__yfcc15m                                        | 908          | 2.34                | 48.28      | ✅             |
+| ViT-SO400M-16-SigLIP2-384__webli                     | 3854         | 56.57               | 85.99      | ✅             |
+| ViT-SO400M-14-SigLIP2-378__webli                     | 3940         | 72.25               | 85.96      | ❌             |
+| ViT-gopt-16-SigLIP2-384__webli                       | 6585         | 146.84              | 85.96      | ❌             |
+| ViT-SO400M-16-SigLIP2-512__webli                     | 4050         | 107.67              | 85.93      | ❌             |
+| ViT-H-14-378-quickgelu__dfn5b                        | 5049         | 108.4               | 85.78      | ❌             |
+| ViT-L-16-SigLIP2-512__webli                          | 3358         | 92.59               | 85.75      | ✅             |
+| ViT-SO400M-16-SigLIP2-256__webli                     | 3611         | 27.84               | 85.62      | ✅             |
+| ViT-SO400M-14-SigLIP2__webli                         | 3622         | 27.63               | 85.53      | ✅             |
+| ViT-gopt-16-SigLIP2-256__webli                       | 6475         | 64.51               | 85.48      | ❌             |
+| ViT-L-16-SigLIP2-384__webli                          | 3057         | 51.7                | 85.47      | ✅             |
+| ViT-H-14-quickgelu__dfn5b                            | 4701         | 38.74               | 85.09      | ❌             |
+| ViT-L-16-SigLIP2-256__webli                          | 2830         | 23.77               | 85.03      | ✅             |
+| ViT-B-16-SigLIP2__webli                              | 3038         | 5.81                | 84.86      | ✅             |
+| ViT-SO400M-14-SigLIP-384__webli                      | 4417         | 72.19               | 84.61      | ❌             |
+| ViT-L-16-SigLIP-384__webli                           | 3396         | 47.6                | 84.17      | ❌             |
+| ViT-L-16-SigLIP-256__webli                           | 3160         | 23.84               | 83.51      | ❌             |
+| ViT-B-16-SigLIP-512__webli                           | 1828         | 26.17               | 83.28      | ✅             |
+| nllb-clip-large-siglip__v1                           | 4226         | 75.05               | 83.24      | ❌             |
+| nllb-clip-large-siglip__mrl                          | 4248         | 75.44               | 83.23      | ❌             |
+| ViT-B-16-SigLIP-384__webli                           | 1128         | 13.53               | 83.19      | ✅             |
+| ViT-L-14-quickgelu__dfn2b                            | 2212         | 20.49               | 82.54      | ❌             |
+| XLM-Roberta-Large-ViT-H-14__frozen_laion5b_s13b_b90k | 4014         | 39.14               | 82.43      | ❌             |
+| ViT-H-14__laion2b-s32b-b79k                          | 4676         | 39.06               | 82.36      | ❌             |
+| ViT-B-32-SigLIP2-256__webli                          | 3061         | 3.31                | 82.28      | ✅             |
+| ViT-B-16-SigLIP__webli                               | 1081         | 5.77                | 81.9       | ✅             |
+| ViT-B-16-SigLIP-256__webli                           | 1102         | 7.11                | 81.9       | ❌             |
+| ViT-L-14__laion2b-s32b-b82k                          | 2233         | 20.56               | 80.82      | ❌             |
+| nllb-clip-base-siglip__mrl                           | 4696         | 16.95               | 80.65      | ❌             |
+| nllb-clip-base-siglip__v1                            | 4675         | 15.17               | 80.16      | ❌             |
+| ViT-B-16-SigLIP-i18n-256__webli                      | 3029         | 6.87                | 79.78      | ❌             |
+| ViT-L-14__laion400m_e31                              | 2183         | 19.87               | 78.64      | ❌             |
+| ViT-L-14__laion400m_e32                              | 2218         | 19.73               | 78.6       | ❌             |
+| ViT-B-16-plus-240__laion400m_e32                     | 1246         | 6.95                | 78.06      | ❌             |
+| ViT-B-16-plus-240__laion400m_e31                     | 1263         | 6.94                | 78.06      | ❌             |
+| ViT-B-32__laion2b-s34b-b79k                          | 1001         | 2.29                | 77.62      | ✅             |
+| ViT-B-32__laion2b_e16                                | 1004         | 2.38                | 77.47      | ❌             |
+| XLM-Roberta-Base-ViT-B-32__laion5b_s13b_b90k         | 3030         | 3.2                 | 76.91      | ❌             |
+| ViT-B-16__laion400m_e32                              | 975          | 4.98                | 76.43      | ✅             |
+| ViT-B-16__laion400m_e31                              | 991          | 5.04                | 76.35      | ❌             |
+| ViT-B-32__laion400m_e31                              | 999          | 2.28                | 73.83      | ✅             |
+| ViT-B-32__laion400m_e32                              | 1003         | 2.35                | 73.62      | ❌             |
+| RN50x64__openai                                      | 5079         | 48.79               | 73.34      | ❌             |
+| ViT-L-14__openai                                     | 2212         | 19.91               | 72.99      | ❌             |
+| ViT-L-14-336__openai                                 | 2616         | 43.45               | 72.76      | ❌             |
+| RN50x16__openai                                      | 2221         | 15.87               | 72.59      | ❌             |
+| RN50x4__openai                                       | 1416         | 5.85                | 70.8       | ❌             |
+| ViT-B-16__openai                                     | 985          | 5.03                | 70.01      | ❌             |
+| ViT-B-32__openai                                     | 1004         | 2.26                | 69.9       | ✅             |
+| RN101__openai                                        | 1111         | 3.21                | 69.3       | ❌             |
+| RN50__openai                                         | 913          | 2.39                | 69.02      | ✅             |
+| RN50__cc12m                                          | 914          | 2.37                | 64.59      | ✅             |
+| RN101__yfcc15m                                       | 1111         | 3.22                | 55.21      | ❌             |
+| RN50__yfcc15m                                        | 908          | 2.34                | 53.63      | ✅             |
 </details>
 <details>
 <summary>Arabic</summary>
@@ -156,8 +169,8 @@ Memory and execution time estimates were obtained without acceleration on a 7800
 | nllb-clip-base-siglip__mrl                           | 4696         | 16.95               | 74.03      | ✅             |
 | nllb-clip-base-siglip__v1                            | 4675         | 15.17               | 73.19      | ✅             |
 | ViT-SO400M-16-SigLIP2-384__webli                     | 3854         | 56.57               | 69.31      | ✅             |
-| ViT-SO400M-16-SigLIP2-512__webli                     | 4050         | 107.67              | 69.29      | ❌             |
 | ViT-SO400M-14-SigLIP2-378__webli                     | 3940         | 72.25               | 69.29      | ❌             |
+| ViT-SO400M-16-SigLIP2-512__webli                     | 4050         | 107.67              | 69.29      | ❌             |
 | ViT-SO400M-16-SigLIP2-256__webli                     | 3611         | 27.84               | 68.64      | ✅             |
 | ViT-L-16-SigLIP2-512__webli                          | 3358         | 92.59               | 68.35      | ✅             |
 | ViT-L-16-SigLIP2-384__webli                          | 3057         | 51.7                | 68.25      | ✅             |
@@ -195,25 +208,25 @@ Memory and execution time estimates were obtained without acceleration on a 7800
 <summary>Chinese (Simplified)</summary>
 | Model                                                | Memory (MiB) | Execution Time (ms) | Recall (%) | Pareto Optimal |
 |------------------------------------------------------|--------------|---------------------|------------|----------------|
-| nllb-clip-large-siglip__v1                           | 4226         | 75.05               | 77.49      | ✅             |
-| XLM-Roberta-Large-ViT-H-14__frozen_laion5b_s13b_b90k | 4014         | 39.14               | 77.19      | ✅             |
-| nllb-clip-large-siglip__mrl                          | 4248         | 75.44               | 76.98      | ❌             |
-| nllb-clip-base-siglip__mrl                           | 4696         | 16.95               | 72.89      | ✅             |
-| nllb-clip-base-siglip__v1                            | 4675         | 15.17               | 72.65      | ✅             |
-| XLM-Roberta-Base-ViT-B-32__laion5b_s13b_b90k         | 3030         | 3.2                 | 72.52      | ✅             |
-| ViT-gopt-16-SigLIP2-384__webli                       | 6585         | 146.84              | 67.83      | ❌             |
-| ViT-SO400M-16-SigLIP2-512__webli                     | 4050         | 107.67              | 67.81      | ❌             |
-| ViT-gopt-16-SigLIP2-256__webli                       | 6475         | 64.51               | 67.51      | ❌             |
-| ViT-L-16-SigLIP2-512__webli                          | 3358         | 92.59               | 67.39      | ❌             |
-| ViT-SO400M-16-SigLIP2-384__webli                     | 3854         | 56.57               | 67.33      | ❌             |
-| ViT-SO400M-14-SigLIP2-378__webli                     | 3940         | 72.25               | 67.23      | ❌             |
-| ViT-L-16-SigLIP2-384__webli                          | 3057         | 51.7                | 67.05      | ❌             |
-| ViT-B-16-SigLIP-i18n-256__webli                      | 3029         | 6.87                | 66.87      | ✅             |
-| ViT-SO400M-16-SigLIP2-256__webli                     | 3611         | 27.84               | 66.24      | ❌             |
-| ViT-L-16-SigLIP2-256__webli                          | 2830         | 23.77               | 66.1       | ✅             |
-| ViT-SO400M-14-SigLIP2__webli                         | 3622         | 27.63               | 65.56      | ❌             |
-| ViT-B-16-SigLIP2__webli                              | 3038         | 5.81                | 64.39      | ❌             |
-| ViT-B-32-SigLIP2-256__webli                          | 3061         | 3.31                | 62.56      | ❌             |
+| nllb-clip-large-siglip__v1                           | 4226         | 75.05               | 79.7       | ✅             |
+| nllb-clip-large-siglip__mrl                          | 4248         | 75.44               | 78.94      | ❌             |
+| XLM-Roberta-Large-ViT-H-14__frozen_laion5b_s13b_b90k | 4014         | 39.14               | 75.22      | ✅             |
+| nllb-clip-base-siglip__v1                            | 4675         | 15.17               | 74.8       | ✅             |
+| nllb-clip-base-siglip__mrl                           | 4696         | 16.95               | 73.91      | ❌             |
+| ViT-gopt-16-SigLIP2-384__webli                       | 6585         | 146.84              | 72.8       | ❌             |
+| ViT-SO400M-16-SigLIP2-512__webli                     | 4050         | 107.67              | 72.77      | ❌             |
+| ViT-SO400M-14-SigLIP2-378__webli                     | 3940         | 72.25               | 72.41      | ✅             |
+| ViT-SO400M-16-SigLIP2-384__webli                     | 3854         | 56.57               | 72.36      | ✅             |
+| ViT-gopt-16-SigLIP2-256__webli                       | 6475         | 64.51               | 71.59      | ❌             |
+| ViT-L-16-SigLIP2-512__webli                          | 3358         | 92.59               | 71.37      | ✅             |
+| ViT-SO400M-16-SigLIP2-256__webli                     | 3611         | 27.84               | 71.3       | ✅             |
+| ViT-L-16-SigLIP2-384__webli                          | 3057         | 51.7                | 71.11      | ✅             |
+| ViT-SO400M-14-SigLIP2__webli                         | 3622         | 27.63               | 70.95      | ✅             |
+| ViT-L-16-SigLIP2-256__webli                          | 2830         | 23.77               | 70.51      | ✅             |
+| ViT-B-16-SigLIP-i18n-256__webli                      | 3029         | 6.87                | 67.48      | ✅             |
+| ViT-B-16-SigLIP2__webli                              | 3038         | 5.81                | 66.84      | ✅             |
+| XLM-Roberta-Base-ViT-B-32__laion5b_s13b_b90k         | 3030         | 3.2                 | 65.7       | ✅             |
+| ViT-B-32-SigLIP2-256__webli                          | 3061         | 3.31                | 63.38      | ❌             |
 </details>
 <details>
 <summary>Croatian</summary>
@@ -324,8 +337,8 @@ Memory and execution time estimates were obtained without acceleration on a 7800
 |------------------------------------------------------|--------------|---------------------|------------|----------------|
 | ViT-SO400M-16-SigLIP2-512__webli                     | 4050         | 107.67              | 80.05      | ✅             |
 | ViT-gopt-16-SigLIP2-384__webli                       | 6585         | 146.84              | 79.81      | ❌             |
-| ViT-SO400M-14-SigLIP2-378__webli                     | 3940         | 72.25               | 79.72      | ❌             |
 | ViT-SO400M-16-SigLIP2-384__webli                     | 3854         | 56.57               | 79.72      | ✅             |
+| ViT-SO400M-14-SigLIP2-378__webli                     | 3940         | 72.25               | 79.72      | ❌             |
 | ViT-L-16-SigLIP2-512__webli                          | 3358         | 92.59               | 79.64      | ✅             |
 | ViT-L-16-SigLIP2-384__webli                          | 3057         | 51.7                | 79.49      | ✅             |
 | nllb-clip-large-siglip__mrl                          | 4248         | 75.44               | 79.41      | ❌             |
@@ -357,8 +370,8 @@ Memory and execution time estimates were obtained without acceleration on a 7800
 | ViT-L-14__laion400m_e32                              | 2218         | 19.73               | 29.56      | ❌             |
 | ViT-B-32__laion2b-s34b-b79k                          | 1001         | 2.29                | 29.54      | ✅             |
 | ViT-B-32__laion2b_e16                                | 1004         | 2.38                | 29.36      | ❌             |
-| ViT-B-16-plus-240__laion400m_e31                     | 1263         | 6.94                | 27.76      | ❌             |
 | ViT-B-16-plus-240__laion400m_e32                     | 1246         | 6.95                | 27.76      | ❌             |
+| ViT-B-16-plus-240__laion400m_e31                     | 1263         | 6.94                | 27.76      | ❌             |
 | ViT-B-16__laion400m_e32                              | 975          | 4.98                | 25.67      | ✅             |
 | ViT-B-32__laion400m_e32                              | 1003         | 2.35                | 25.59      | ❌             |
 | ViT-B-16__laion400m_e31                              | 991          | 5.04                | 25.53      | ❌             |
@@ -384,8 +397,8 @@ Memory and execution time estimates were obtained without acceleration on a 7800
 | ViT-SO400M-16-SigLIP2-384__webli | 3854         | 56.57               | 34.27      | ❌             |
 | ViT-SO400M-14-SigLIP2__webli     | 3622         | 27.63               | 34.14      | ❌             |
 | ViT-SO400M-16-SigLIP2-256__webli | 3611         | 27.84               | 33.98      | ❌             |
-| ViT-L-16-SigLIP2-512__webli      | 3358         | 92.59               | 30.57      | ❌             |
 | ViT-L-16-SigLIP2-384__webli      | 3057         | 51.7                | 30.57      | ❌             |
+| ViT-L-16-SigLIP2-512__webli      | 3358         | 92.59               | 30.57      | ❌             |
 | ViT-L-16-SigLIP2-256__webli      | 2830         | 23.77               | 30.05      | ✅             |
 | ViT-L-16-SigLIP-384__webli       | 3396         | 47.6                | 24.92      | ❌             |
 | ViT-L-16-SigLIP-256__webli       | 3160         | 23.84               | 24.02      | ❌             |
@@ -422,110 +435,111 @@ Memory and execution time estimates were obtained without acceleration on a 7800
 <summary>French</summary>
 | Model                                                | Memory (MiB) | Execution Time (ms) | Recall (%) | Pareto Optimal |
 |------------------------------------------------------|--------------|---------------------|------------|----------------|
-| ViT-SO400M-16-SigLIP2-512__webli                     | 4050         | 107.67              | 88.01      | ✅             |
-| ViT-H-14-378-quickgelu__dfn5b                        | 5049         | 108.4               | 87.74      | ❌             |
-| ViT-SO400M-14-SigLIP2-378__webli                     | 3940         | 72.25               | 87.69      | ✅             |
-| ViT-SO400M-16-SigLIP2-384__webli                     | 3854         | 56.57               | 87.6       | ✅             |
-| ViT-H-14-quickgelu__dfn5b                            | 4701         | 38.74               | 87.58      | ✅             |
-| ViT-L-16-SigLIP2-512__webli                          | 3358         | 92.59               | 87.51      | ✅             |
-| ViT-gopt-16-SigLIP2-384__webli                       | 6585         | 146.84              | 87.23      | ❌             |
-| ViT-L-16-SigLIP2-384__webli                          | 3057         | 51.7                | 86.9       | ✅             |
-| ViT-SO400M-16-SigLIP2-256__webli                     | 3611         | 27.84               | 86.9       | ✅             |
-| ViT-SO400M-14-SigLIP2__webli                         | 3622         | 27.63               | 86.44      | ✅             |
-| ViT-gopt-16-SigLIP2-256__webli                       | 6475         | 64.51               | 86.44      | ❌             |
-| nllb-clip-large-siglip__mrl                          | 4248         | 75.44               | 86.28      | ❌             |
-| nllb-clip-large-siglip__v1                           | 4226         | 75.05               | 86.11      | ❌             |
-| ViT-L-16-SigLIP2-256__webli                          | 2830         | 23.77               | 86.08      | ✅             |
-| XLM-Roberta-Large-ViT-H-14__frozen_laion5b_s13b_b90k | 4014         | 39.14               | 84.49      | ❌             |
-| ViT-B-16-SigLIP2__webli                              | 3038         | 5.81                | 84.3       | ✅             |
-| ViT-L-14-quickgelu__dfn2b                            | 2212         | 20.49               | 83.03      | ✅             |
-| nllb-clip-base-siglip__mrl                           | 4696         | 16.95               | 82.93      | ❌             |
-| ViT-B-32-SigLIP2-256__webli                          | 3061         | 3.31                | 82.27      | ✅             |
-| nllb-clip-base-siglip__v1                            | 4675         | 15.17               | 82.14      | ❌             |
-| ViT-L-16-SigLIP-384__webli                           | 3396         | 47.6                | 80.96      | ❌             |
-| ViT-L-16-SigLIP-256__webli                           | 3160         | 23.84               | 80.64      | ❌             |
-| ViT-B-16-SigLIP-i18n-256__webli                      | 3029         | 6.87                | 80.28      | ✅             |
-| XLM-Roberta-Base-ViT-B-32__laion5b_s13b_b90k         | 3030         | 3.2                 | 79.65      | ✅             |
-| ViT-B-16-SigLIP-512__webli                           | 1828         | 26.17               | 77.4       | ✅             |
-| ViT-B-16-SigLIP-384__webli                           | 1128         | 13.53               | 76.88      | ✅             |
-| ViT-B-16-SigLIP__webli                               | 1081         | 5.77                | 76.3       | ✅             |
-| ViT-B-16-SigLIP-256__webli                           | 1102         | 7.11                | 75.68      | ❌             |
-| ViT-SO400M-14-SigLIP-384__webli                      | 4417         | 72.19               | 69.59      | ❌             |
-| ViT-H-14__laion2b-s32b-b79k                          | 4676         | 39.06               | 68.36      | ❌             |
-| ViT-L-14__laion2b-s32b-b82k                          | 2233         | 20.56               | 61.78      | ❌             |
-| ViT-L-14__laion400m_e32                              | 2218         | 19.73               | 58.4       | ❌             |
-| ViT-L-14__laion400m_e31                              | 2183         | 19.87               | 58.35      | ❌             |
-| ViT-B-16-plus-240__laion400m_e31                     | 1263         | 6.94                | 57.17      | ❌             |
-| ViT-B-16-plus-240__laion400m_e32                     | 1246         | 6.95                | 57.17      | ❌             |
-| ViT-B-32__laion2b_e16                                | 1004         | 2.38                | 57.05      | ✅             |
-| ViT-B-32__laion2b-s34b-b79k                          | 1001         | 2.29                | 56.08      | ✅             |
-| ViT-B-16__laion400m_e31                              | 991          | 5.04                | 52.96      | ✅             |
-| ViT-B-16__laion400m_e32                              | 975          | 4.98                | 52.83      | ✅             |
-| ViT-B-32__laion400m_e32                              | 1003         | 2.35                | 51.88      | ❌             |
-| ViT-B-32__laion400m_e31                              | 999          | 2.28                | 51.82      | ✅             |
-| RN50x64__openai                                      | 5079         | 48.79               | 42.86      | ❌             |
-| ViT-L-14-336__openai                                 | 2616         | 43.45               | 42.81      | ❌             |
-| ViT-L-14__openai                                     | 2212         | 19.91               | 42.54      | ❌             |
-| RN50x16__openai                                      | 2221         | 15.87               | 41.72      | ❌             |
-| RN50x4__openai                                       | 1416         | 5.85                | 38.85      | ❌             |
-| RN101__openai                                        | 1111         | 3.21                | 36.79      | ❌             |
-| ViT-B-16__openai                                     | 985          | 5.03                | 36.47      | ❌             |
-| ViT-B-32__openai                                     | 1004         | 2.26                | 35.17      | ✅             |
-| RN50__openai                                         | 913          | 2.39                | 34.44      | ✅             |
+| ViT-SO400M-16-SigLIP2-384__webli                     | 3854         | 56.57               | 86.5       | ✅             |
+| ViT-SO400M-16-SigLIP2-512__webli                     | 4050         | 107.67              | 86.5       | ❌             |
+| ViT-SO400M-14-SigLIP2-378__webli                     | 3940         | 72.25               | 86.39      | ❌             |
+| ViT-gopt-16-SigLIP2-384__webli                       | 6585         | 146.84              | 86.15      | ❌             |
+| ViT-H-14-378-quickgelu__dfn5b                        | 5049         | 108.4               | 86.1       | ❌             |
+| nllb-clip-large-siglip__mrl                          | 4248         | 75.44               | 86.07      | ❌             |
+| nllb-clip-large-siglip__v1                           | 4226         | 75.05               | 86.06      | ❌             |
+| ViT-H-14-quickgelu__dfn5b                            | 4701         | 38.74               | 85.89      | ✅             |
+| ViT-L-16-SigLIP2-512__webli                          | 3358         | 92.59               | 85.67      | ✅             |
+| ViT-SO400M-16-SigLIP2-256__webli                     | 3611         | 27.84               | 85.67      | ✅             |
+| ViT-gopt-16-SigLIP2-256__webli                       | 6475         | 64.51               | 85.63      | ❌             |
+| ViT-SO400M-14-SigLIP2__webli                         | 3622         | 27.63               | 85.39      | ✅             |
+| ViT-L-16-SigLIP2-384__webli                          | 3057         | 51.7                | 85.35      | ✅             |
+| ViT-L-16-SigLIP2-256__webli                          | 2830         | 23.77               | 84.97      | ✅             |
+| nllb-clip-base-siglip__mrl                           | 4696         | 16.95               | 83.8       | ✅             |
+| XLM-Roberta-Large-ViT-H-14__frozen_laion5b_s13b_b90k | 4014         | 39.14               | 82.96      | ❌             |
+| ViT-B-16-SigLIP2__webli                              | 3038         | 5.81                | 82.91      | ✅             |
+| nllb-clip-base-siglip__v1                            | 4675         | 15.17               | 82.52      | ❌             |
+| ViT-L-14-quickgelu__dfn2b                            | 2212         | 20.49               | 81.21      | ✅             |
+| ViT-B-32-SigLIP2-256__webli                          | 3061         | 3.31                | 80.23      | ✅             |
+| ViT-L-16-SigLIP-384__webli                           | 3396         | 47.6                | 79.85      | ❌             |
+| ViT-B-16-SigLIP-i18n-256__webli                      | 3029         | 6.87                | 79.47      | ✅             |
+| ViT-L-16-SigLIP-256__webli                           | 3160         | 23.84               | 79.3       | ❌             |
+| XLM-Roberta-Base-ViT-B-32__laion5b_s13b_b90k         | 3030         | 3.2                 | 77.49      | ✅             |
+| ViT-B-16-SigLIP-512__webli                           | 1828         | 26.17               | 76.82      | ✅             |
+| ViT-B-16-SigLIP-384__webli                           | 1128         | 13.53               | 75.94      | ✅             |
+| ViT-B-16-SigLIP__webli                               | 1081         | 5.77                | 75.3       | ✅             |
+| ViT-B-16-SigLIP-256__webli                           | 1102         | 7.11                | 75.24      | ❌             |
+| ViT-H-14__laion2b-s32b-b79k                          | 4676         | 39.06               | 69.33      | ❌             |
+| ViT-SO400M-14-SigLIP-384__webli                      | 4417         | 72.19               | 64.41      | ❌             |
+| ViT-L-14__laion2b-s32b-b82k                          | 2233         | 20.56               | 62.86      | ❌             |
+| ViT-L-14__laion400m_e32                              | 2218         | 19.73               | 59.27      | ❌             |
+| ViT-L-14__laion400m_e31                              | 2183         | 19.87               | 59.09      | ❌             |
+| ViT-B-16-plus-240__laion400m_e32                     | 1246         | 6.95                | 58.25      | ❌             |
+| ViT-B-16-plus-240__laion400m_e31                     | 1263         | 6.94                | 58.25      | ❌             |
+| ViT-B-32__laion2b_e16                                | 1004         | 2.38                | 56.97      | ✅             |
+| ViT-B-32__laion2b-s34b-b79k                          | 1001         | 2.29                | 56.21      | ✅             |
+| ViT-B-32__laion400m_e31                              | 999          | 2.28                | 53.36      | ✅             |
+| ViT-B-16__laion400m_e32                              | 975          | 4.98                | 53.33      | ✅             |
+| ViT-B-16__laion400m_e31                              | 991          | 5.04                | 53.26      | ❌             |
+| ViT-B-32__laion400m_e32                              | 1003         | 2.35                | 53.22      | ❌             |
+| ViT-L-14__openai                                     | 2212         | 19.91               | 46.34      | ❌             |
+| RN50x64__openai                                      | 5079         | 48.79               | 46.3       | ❌             |
+| ViT-L-14-336__openai                                 | 2616         | 43.45               | 45.95      | ❌             |
+| RN50x16__openai                                      | 2221         | 15.87               | 45.69      | ❌             |
+| RN50x4__openai                                       | 1416         | 5.85                | 42.48      | ❌             |
+| RN101__openai                                        | 1111         | 3.21                | 40.16      | ❌             |
+| ViT-B-16__openai                                     | 985          | 5.03                | 40.1       | ❌             |
+| ViT-B-32__openai                                     | 1004         | 2.26                | 38.27      | ✅             |
+| RN50__openai                                         | 913          | 2.39                | 37.8       | ✅             |
 </details>
 <details>
 <summary>German</summary>
 | Model                                                | Memory (MiB) | Execution Time (ms) | Recall (%) | Pareto Optimal |
 |------------------------------------------------------|--------------|---------------------|------------|----------------|
-| ViT-SO400M-16-SigLIP2-512__webli                     | 4050         | 107.67              | 90.04      | ✅             |
-| ViT-SO400M-14-SigLIP2-378__webli                     | 3940         | 72.25               | 89.97      | ✅             |
-| ViT-gopt-16-SigLIP2-384__webli                       | 6585         | 146.84              | 89.85      | ❌             |
-| ViT-SO400M-16-SigLIP2-384__webli                     | 3854         | 56.57               | 89.81      | ✅             |
-| ViT-H-14-378-quickgelu__dfn5b                        | 5049         | 108.4               | 89.77      | ❌             |
-| ViT-L-16-SigLIP2-512__webli                          | 3358         | 92.59               | 89.69      | ✅             |
-| ViT-SO400M-16-SigLIP2-256__webli                     | 3611         | 27.84               | 89.45      | ✅             |
-| ViT-H-14-quickgelu__dfn5b                            | 4701         | 38.74               | 89.44      | ❌             |
-| ViT-L-16-SigLIP2-384__webli                          | 3057         | 51.7                | 89.39      | ✅             |
-| ViT-SO400M-14-SigLIP2__webli                         | 3622         | 27.63               | 89.35      | ✅             |
-| ViT-gopt-16-SigLIP2-256__webli                       | 6475         | 64.51               | 89.03      | ❌             |
-| ViT-L-16-SigLIP2-256__webli                          | 2830         | 23.77               | 88.82      | ✅             |
-| nllb-clip-large-siglip__mrl                          | 4248         | 75.44               | 88.55      | ❌             |
-| nllb-clip-large-siglip__v1                           | 4226         | 75.05               | 88.42      | ❌             |
-| XLM-Roberta-Large-ViT-H-14__frozen_laion5b_s13b_b90k | 4014         | 39.14               | 87.19      | ❌             |
-| ViT-B-16-SigLIP2__webli                              | 3038         | 5.81                | 86.44      | ✅             |
-| ViT-L-14-quickgelu__dfn2b                            | 2212         | 20.49               | 84.81      | ✅             |
-| nllb-clip-base-siglip__v1                            | 4675         | 15.17               | 84.81      | ❌             |
-| nllb-clip-base-siglip__mrl                           | 4696         | 16.95               | 84.58      | ❌             |
-| ViT-B-32-SigLIP2-256__webli                          | 3061         | 3.31                | 84.44      | ✅             |
-| ViT-B-16-SigLIP-i18n-256__webli                      | 3029         | 6.87                | 83.33      | ✅             |
-| ViT-L-16-SigLIP-384__webli                           | 3396         | 47.6                | 82.75      | ❌             |
-| ViT-L-16-SigLIP-256__webli                           | 3160         | 23.84               | 82.32      | ❌             |
-| XLM-Roberta-Base-ViT-B-32__laion5b_s13b_b90k         | 3030         | 3.2                 | 81.63      | ✅             |
-| ViT-B-16-SigLIP-512__webli                           | 1828         | 26.17               | 76.76      | ✅             |
-| ViT-B-16-SigLIP-384__webli                           | 1128         | 13.53               | 76.33      | ✅             |
-| ViT-B-16-SigLIP__webli                               | 1081         | 5.77                | 75.19      | ✅             |
-| ViT-B-16-SigLIP-256__webli                           | 1102         | 7.11                | 75.07      | ❌             |
-| ViT-SO400M-14-SigLIP-384__webli                      | 4417         | 72.19               | 64.61      | ❌             |
-| ViT-H-14__laion2b-s32b-b79k                          | 4676         | 39.06               | 52.81      | ❌             |
-| ViT-L-14__laion2b-s32b-b82k                          | 2233         | 20.56               | 42.88      | ❌             |
-| ViT-L-14__laion400m_e32                              | 2218         | 19.73               | 38.65      | ❌             |
-| ViT-L-14__laion400m_e31                              | 2183         | 19.87               | 38.37      | ❌             |
-| ViT-B-32__laion2b_e16                                | 1004         | 2.38                | 37.65      | ✅             |
-| ViT-B-32__laion2b-s34b-b79k                          | 1001         | 2.29                | 36.6       | ✅             |
-| ViT-B-16-plus-240__laion400m_e31                     | 1263         | 6.94                | 35.44      | ❌             |
-| ViT-B-16-plus-240__laion400m_e32                     | 1246         | 6.95                | 35.44      | ❌             |
-| ViT-B-16__laion400m_e31                              | 991          | 5.04                | 32.46      | ✅             |
-| ViT-B-16__laion400m_e32                              | 975          | 4.98                | 32.31      | ✅             |
-| ViT-B-32__laion400m_e31                              | 999          | 2.28                | 31.85      | ✅             |
-| ViT-B-32__laion400m_e32                              | 1003         | 2.35                | 31.81      | ❌             |
-| RN50x64__openai                                      | 5079         | 48.79               | 28.41      | ❌             |
-| ViT-L-14__openai                                     | 2212         | 19.91               | 27.63      | ❌             |
-| ViT-L-14-336__openai                                 | 2616         | 43.45               | 27.09      | ❌             |
-| RN50x16__openai                                      | 2221         | 15.87               | 24.48      | ❌             |
-| RN50x4__openai                                       | 1416         | 5.85                | 23.49      | ❌             |
-| RN50__openai                                         | 913          | 2.39                | 20.91      | ✅             |
-| ViT-B-16__openai                                     | 985          | 5.03                | 20.83      | ❌             |
-| RN101__openai                                        | 1111         | 3.21                | 20.39      | ❌             |
+| ViT-SO400M-14-SigLIP2-378__webli                     | 3940         | 72.25               | 87.32      | ✅             |
+| ViT-SO400M-16-SigLIP2-512__webli                     | 4050         | 107.67              | 87.29      | ❌             |
+| ViT-gopt-16-SigLIP2-384__webli                       | 6585         | 146.84              | 87.29      | ❌             |
+| ViT-SO400M-16-SigLIP2-384__webli                     | 3854         | 56.57               | 87.21      | ✅             |
+| ViT-H-14-378-quickgelu__dfn5b                        | 5049         | 108.4               | 87.18      | ❌             |
+| nllb-clip-large-siglip__mrl                          | 4248         | 75.44               | 87.14      | ❌             |
+| nllb-clip-large-siglip__v1                           | 4226         | 75.05               | 87.07      | ❌             |
+| ViT-gopt-16-SigLIP2-256__webli                       | 6475         | 64.51               | 86.83      | ❌             |
+| ViT-SO400M-14-SigLIP2__webli                         | 3622         | 27.63               | 86.81      | ✅             |
+| ViT-L-16-SigLIP2-512__webli                          | 3358         | 92.59               | 86.75      | ✅             |
+| ViT-SO400M-16-SigLIP2-256__webli                     | 3611         | 27.84               | 86.74      | ✅             |
+| ViT-H-14-quickgelu__dfn5b                            | 4701         | 38.74               | 86.68      | ❌             |
+| ViT-L-16-SigLIP2-384__webli                          | 3057         | 51.7                | 86.56      | ✅             |
+| ViT-L-16-SigLIP2-256__webli                          | 2830         | 23.77               | 86.16      | ✅             |
+| XLM-Roberta-Large-ViT-H-14__frozen_laion5b_s13b_b90k | 4014         | 39.14               | 84.54      | ❌             |
+| nllb-clip-base-siglip__mrl                           | 4696         | 16.95               | 84.41      | ✅             |
+| ViT-B-16-SigLIP2__webli                              | 3038         | 5.81                | 84.25      | ✅             |
+| nllb-clip-base-siglip__v1                            | 4675         | 15.17               | 83.8       | ❌             |
+| ViT-L-14-quickgelu__dfn2b                            | 2212         | 20.49               | 82.59      | ✅             |
+| ViT-B-32-SigLIP2-256__webli                          | 3061         | 3.31                | 81.53      | ✅             |
+| ViT-L-16-SigLIP-384__webli                           | 3396         | 47.6                | 81.34      | ❌             |
+| ViT-B-16-SigLIP-i18n-256__webli                      | 3029         | 6.87                | 81.15      | ✅             |
+| ViT-L-16-SigLIP-256__webli                           | 3160         | 23.84               | 81.05      | ❌             |
+| XLM-Roberta-Base-ViT-B-32__laion5b_s13b_b90k         | 3030         | 3.2                 | 78.35      | ✅             |
+| ViT-B-16-SigLIP-512__webli                           | 1828         | 26.17               | 76.56      | ✅             |
+| ViT-B-16-SigLIP-384__webli                           | 1128         | 13.53               | 76.0       | ✅             |
+| ViT-B-16-SigLIP__webli                               | 1081         | 5.77                | 75.21      | ✅             |
+| ViT-B-16-SigLIP-256__webli                           | 1102         | 7.11                | 75.14      | ❌             |
+| ViT-SO400M-14-SigLIP-384__webli                      | 4417         | 72.19               | 65.86      | ❌             |
+| ViT-H-14__laion2b-s32b-b79k                          | 4676         | 39.06               | 56.87      | ❌             |
+| ViT-L-14__laion2b-s32b-b82k                          | 2233         | 20.56               | 47.19      | ❌             |
+| ViT-L-14__laion400m_e32                              | 2218         | 19.73               | 43.36      | ❌             |
+| ViT-L-14__laion400m_e31                              | 2183         | 19.87               | 43.0       | ❌             |
+| ViT-B-32__laion2b_e16                                | 1004         | 2.38                | 41.81      | ✅             |
+| ViT-B-32__laion2b-s34b-b79k                          | 1001         | 2.29                | 40.43      | ✅             |
+| ViT-B-16-plus-240__laion400m_e32                     | 1246         | 6.95                | 40.41      | ❌             |
+| ViT-B-16-plus-240__laion400m_e31                     | 1263         | 6.94                | 40.41      | ❌             |
+| ViT-B-16__laion400m_e31                              | 991          | 5.04                | 37.71      | ✅             |
+| ViT-B-16__laion400m_e32                              | 975          | 4.98                | 37.64      | ✅             |
+| ViT-B-32__laion400m_e31                              | 999          | 2.28                | 36.04      | ✅             |
+| ViT-B-32__laion400m_e32                              | 1003         | 2.35                | 35.9       | ❌             |
+| RN50x64__openai                                      | 5079         | 48.79               | 34.19      | ❌             |
+| ViT-L-14__openai                                     | 2212         | 19.91               | 33.1       | ❌             |
+| ViT-L-14-336__openai                                 | 2616         | 43.45               | 32.25      | ❌             |
+| RN50x16__openai                                      | 2221         | 15.87               | 30.56      | ❌             |
+| RN50x4__openai                                       | 1416         | 5.85                | 29.2       | ❌             |
+| ViT-B-16__openai                                     | 985          | 5.03                | 25.77      | ❌             |
+| RN101__openai                                        | 1111         | 3.21                | 25.46      | ❌             |
+| RN50__openai                                         | 913          | 2.39                | 24.92      | ✅             |
+| ViT-B-32__openai                                     | 1004         | 2.26                | 24.13      | ✅             |
 </details>
 <details>
 <summary>Greek</summary>
@@ -542,10 +556,10 @@ Memory and execution time estimates were obtained without acceleration on a 7800
 | ViT-SO400M-16-SigLIP2-384__webli                     | 3854         | 56.57               | 60.63      | ❌             |
 | ViT-SO400M-14-SigLIP2-378__webli                     | 3940         | 72.25               | 60.41      | ❌             |
 | ViT-SO400M-16-SigLIP2-512__webli                     | 4050         | 107.67              | 60.1       | ❌             |
-| ViT-SO400M-14-SigLIP2__webli                         | 3622         | 27.63               | 60.06      | ❌             |
 | ViT-SO400M-16-SigLIP2-256__webli                     | 3611         | 27.84               | 60.06      | ❌             |
-| ViT-L-16-SigLIP2-512__webli                          | 3358         | 92.59               | 59.44      | ❌             |
+| ViT-SO400M-14-SigLIP2__webli                         | 3622         | 27.63               | 60.06      | ❌             |
 | ViT-L-16-SigLIP2-384__webli                          | 3057         | 51.7                | 59.44      | ❌             |
+| ViT-L-16-SigLIP2-512__webli                          | 3358         | 92.59               | 59.44      | ❌             |
 | ViT-L-16-SigLIP2-256__webli                          | 2830         | 23.77               | 59.43      | ✅             |
 | ViT-B-16-SigLIP-i18n-256__webli                      | 3029         | 6.87                | 58.78      | ✅             |
 | ViT-B-16-SigLIP2__webli                              | 3038         | 5.81                | 53.42      | ❌             |
@@ -670,99 +684,104 @@ Memory and execution time estimates were obtained without acceleration on a 7800
 <summary>Italian</summary>
 | Model                                                | Memory (MiB) | Execution Time (ms) | Recall (%) | Pareto Optimal |
 |------------------------------------------------------|--------------|---------------------|------------|----------------|
-| ViT-SO400M-16-SigLIP2-512__webli                     | 4050         | 107.67              | 88.6       | ✅             |
-| ViT-L-16-SigLIP2-512__webli                          | 3358         | 92.59               | 88.25      | ✅             |
-| ViT-SO400M-14-SigLIP2-378__webli                     | 3940         | 72.25               | 88.12      | ✅             |
-| ViT-L-16-SigLIP2-384__webli                          | 3057         | 51.7                | 88.04      | ✅             |
-| ViT-SO400M-16-SigLIP2-384__webli                     | 3854         | 56.57               | 87.97      | ❌             |
-| ViT-gopt-16-SigLIP2-384__webli                       | 6585         | 146.84              | 87.69      | ❌             |
-| ViT-SO400M-16-SigLIP2-256__webli                     | 3611         | 27.84               | 87.29      | ✅             |
-| ViT-gopt-16-SigLIP2-256__webli                       | 6475         | 64.51               | 87.06      | ❌             |
-| ViT-H-14-378-quickgelu__dfn5b                        | 5049         | 108.4               | 86.91      | ❌             |
-| ViT-SO400M-14-SigLIP2__webli                         | 3622         | 27.63               | 86.88      | ✅             |
-| ViT-L-16-SigLIP2-256__webli                          | 2830         | 23.77               | 86.68      | ✅             |
-| ViT-H-14-quickgelu__dfn5b                            | 4701         | 38.74               | 86.61      | ❌             |
-| nllb-clip-large-siglip__v1                           | 4226         | 75.05               | 85.55      | ❌             |
-| nllb-clip-large-siglip__mrl                          | 4248         | 75.44               | 85.37      | ❌             |
-| ViT-B-16-SigLIP2__webli                              | 3038         | 5.81                | 83.78      | ✅             |
-| XLM-Roberta-Large-ViT-H-14__frozen_laion5b_s13b_b90k | 4014         | 39.14               | 83.0       | ❌             |
-| ViT-B-32-SigLIP2-256__webli                          | 3061         | 3.31                | 81.81      | ✅             |
-| nllb-clip-base-siglip__v1                            | 4675         | 15.17               | 81.77      | ❌             |
-| nllb-clip-base-siglip__mrl                           | 4696         | 16.95               | 81.32      | ❌             |
-| ViT-L-16-SigLIP-384__webli                           | 3396         | 47.6                | 80.97      | ❌             |
-| ViT-L-14-quickgelu__dfn2b                            | 2212         | 20.49               | 80.53      | ✅             |
-| ViT-L-16-SigLIP-256__webli                           | 3160         | 23.84               | 80.1       | ❌             |
-| ViT-B-16-SigLIP-i18n-256__webli                      | 3029         | 6.87                | 79.71      | ✅             |
-| XLM-Roberta-Base-ViT-B-32__laion5b_s13b_b90k         | 3030         | 3.2                 | 77.31      | ✅             |
-| ViT-B-16-SigLIP-512__webli                           | 1828         | 26.17               | 75.19      | ✅             |
-| ViT-B-16-SigLIP-384__webli                           | 1128         | 13.53               | 74.49      | ✅             |
-| ViT-SO400M-14-SigLIP-384__webli                      | 4417         | 72.19               | 74.04      | ❌             |
-| ViT-B-16-SigLIP-256__webli                           | 1102         | 7.11                | 73.68      | ✅             |
-| ViT-B-16-SigLIP__webli                               | 1081         | 5.77                | 73.57      | ✅             |
-| ViT-H-14__laion2b-s32b-b79k                          | 4676         | 39.06               | 51.04      | ❌             |
-| ViT-L-14__laion2b-s32b-b82k                          | 2233         | 20.56               | 41.73      | ❌             |
-| ViT-L-14__laion400m_e32                              | 2218         | 19.73               | 36.87      | ❌             |
-| ViT-L-14__laion400m_e31                              | 2183         | 19.87               | 36.84      | ❌             |
-| ViT-B-16-plus-240__laion400m_e31                     | 1263         | 6.94                | 34.68      | ❌             |
-| ViT-B-16-plus-240__laion400m_e32                     | 1246         | 6.95                | 34.68      | ❌             |
-| ViT-B-32__laion2b_e16                                | 1004         | 2.38                | 34.64      | ✅             |
-| ViT-B-32__laion2b-s34b-b79k                          | 1001         | 2.29                | 33.8       | ✅             |
-| ViT-B-16__laion400m_e32                              | 975          | 4.98                | 30.11      | ✅             |
-| ViT-B-16__laion400m_e31                              | 991          | 5.04                | 30.04      | ❌             |
-| ViT-B-32__laion400m_e32                              | 1003         | 2.35                | 29.89      | ❌             |
-| ViT-B-32__laion400m_e31                              | 999          | 2.28                | 29.88      | ✅             |
-| RN50x64__openai                                      | 5079         | 48.79               | 26.67      | ❌             |
-| ViT-L-14__openai                                     | 2212         | 19.91               | 25.51      | ❌             |
-| ViT-L-14-336__openai                                 | 2616         | 43.45               | 25.3       | ❌             |
-| RN50x16__openai                                      | 2221         | 15.87               | 21.37      | ❌             |
+| ViT-SO400M-16-SigLIP2-512__webli                     | 4050         | 107.67              | 87.17      | ✅             |
+| ViT-SO400M-14-SigLIP2-378__webli                     | 3940         | 72.25               | 86.91      | ✅             |
+| ViT-gopt-16-SigLIP2-384__webli                       | 6585         | 146.84              | 86.83      | ❌             |
+| ViT-SO400M-16-SigLIP2-384__webli                     | 3854         | 56.57               | 86.77      | ✅             |
+| ViT-L-16-SigLIP2-512__webli                          | 3358         | 92.59               | 86.67      | ✅             |
+| ViT-gopt-16-SigLIP2-256__webli                       | 6475         | 64.51               | 86.42      | ❌             |
+| ViT-L-16-SigLIP2-384__webli                          | 3057         | 51.7                | 86.35      | ✅             |
+| ViT-H-14-378-quickgelu__dfn5b                        | 5049         | 108.4               | 86.34      | ❌             |
+| ViT-SO400M-16-SigLIP2-256__webli                     | 3611         | 27.84               | 86.18      | ✅             |
+| nllb-clip-large-siglip__v1                           | 4226         | 75.05               | 86.17      | ❌             |
+| ViT-SO400M-14-SigLIP2__webli                         | 3622         | 27.63               | 85.84      | ✅             |
+| nllb-clip-large-siglip__mrl                          | 4248         | 75.44               | 85.8       | ❌             |
+| ViT-L-16-SigLIP2-256__webli                          | 2830         | 23.77               | 85.7       | ✅             |
+| ViT-H-14-quickgelu__dfn5b                            | 4701         | 38.74               | 85.67      | ❌             |
+| ViT-B-16-SigLIP2__webli                              | 3038         | 5.81                | 83.32      | ✅             |
+| nllb-clip-base-siglip__mrl                           | 4696         | 16.95               | 82.95      | ❌             |
+| XLM-Roberta-Large-ViT-H-14__frozen_laion5b_s13b_b90k | 4014         | 39.14               | 82.73      | ❌             |
+| nllb-clip-base-siglip__v1                            | 4675         | 15.17               | 82.72      | ❌             |
+| ViT-L-16-SigLIP-384__webli                           | 3396         | 47.6                | 81.07      | ❌             |
+| ViT-B-32-SigLIP2-256__webli                          | 3061         | 3.31                | 80.8       | ✅             |
+| ViT-L-14-quickgelu__dfn2b                            | 2212         | 20.49               | 80.6       | ✅             |
+| ViT-L-16-SigLIP-256__webli                           | 3160         | 23.84               | 80.35      | ❌             |
+| ViT-B-16-SigLIP-i18n-256__webli                      | 3029         | 6.87                | 78.79      | ✅             |
+| XLM-Roberta-Base-ViT-B-32__laion5b_s13b_b90k         | 3030         | 3.2                 | 76.62      | ✅             |
+| ViT-B-16-SigLIP-512__webli                           | 1828         | 26.17               | 76.51      | ✅             |
+| ViT-B-16-SigLIP-384__webli                           | 1128         | 13.53               | 76.08      | ✅             |
+| ViT-B-16-SigLIP__webli                               | 1081         | 5.77                | 75.29      | ✅             |
+| ViT-B-16-SigLIP-256__webli                           | 1102         | 7.11                | 75.29      | ❌             |
+| ViT-SO400M-14-SigLIP-384__webli                      | 4417         | 72.19               | 74.84      | ❌             |
+| ViT-H-14__laion2b-s32b-b79k                          | 4676         | 39.06               | 56.32      | ❌             |
+| ViT-L-14__laion2b-s32b-b82k                          | 2233         | 20.56               | 47.25      | ❌             |
+| ViT-L-14__laion400m_e32                              | 2218         | 19.73               | 43.09      | ❌             |
+| ViT-L-14__laion400m_e31                              | 2183         | 19.87               | 42.99      | ❌             |
+| ViT-B-16-plus-240__laion400m_e32                     | 1246         | 6.95                | 40.29      | ❌             |
+| ViT-B-16-plus-240__laion400m_e31                     | 1263         | 6.94                | 40.29      | ❌             |
+| ViT-B-32__laion2b_e16                                | 1004         | 2.38                | 39.67      | ✅             |
+| ViT-B-32__laion2b-s34b-b79k                          | 1001         | 2.29                | 39.03      | ✅             |
+| ViT-B-16__laion400m_e32                              | 975          | 4.98                | 36.14      | ✅             |
+| ViT-B-16__laion400m_e31                              | 991          | 5.04                | 35.89      | ❌             |
+| ViT-B-32__laion400m_e32                              | 1003         | 2.35                | 35.59      | ❌             |
+| ViT-B-32__laion400m_e31                              | 999          | 2.28                | 35.56      | ✅             |
+| RN50x64__openai                                      | 5079         | 48.79               | 33.53      | ❌             |
+| ViT-L-14__openai                                     | 2212         | 19.91               | 32.19      | ❌             |
+| ViT-L-14-336__openai                                 | 2616         | 43.45               | 30.95      | ❌             |
+| RN50x16__openai                                      | 2221         | 15.87               | 28.85      | ❌             |
+| RN50x4__openai                                       | 1416         | 5.85                | 25.75      | ❌             |
+| ViT-B-16__openai                                     | 985          | 5.03                | 25.18      | ❌             |
+| RN101__openai                                        | 1111         | 3.21                | 24.48      | ❌             |
+| RN50__openai                                         | 913          | 2.39                | 23.89      | ✅             |
+| ViT-B-32__openai                                     | 1004         | 2.26                | 23.39      | ✅             |
 </details>
 <details>
 <summary>Japanese</summary>
 | Model                                                | Memory (MiB) | Execution Time (ms) | Recall (%) | Pareto Optimal |
 |------------------------------------------------------|--------------|---------------------|------------|----------------|
-| XLM-Roberta-Large-ViT-H-14__frozen_laion5b_s13b_b90k | 4014         | 39.14               | 86.97      | ✅             |
-| nllb-clip-large-siglip__v1                           | 4226         | 75.05               | 85.15      | ❌             |
-| nllb-clip-large-siglip__mrl                          | 4248         | 75.44               | 84.69      | ❌             |
-| nllb-clip-base-siglip__v1                            | 4675         | 15.17               | 81.77      | ✅             |
-| nllb-clip-base-siglip__mrl                           | 4696         | 16.95               | 81.26      | ❌             |
-| XLM-Roberta-Base-ViT-B-32__laion5b_s13b_b90k         | 3030         | 3.2                 | 81.19      | ✅             |
-| ViT-gopt-16-SigLIP2-384__webli                       | 6585         | 146.84              | 69.99      | ❌             |
-| ViT-SO400M-14-SigLIP2-378__webli                     | 3940         | 72.25               | 68.58      | ❌             |
-| ViT-SO400M-16-SigLIP2-512__webli                     | 4050         | 107.67              | 68.35      | ❌             |
-| ViT-SO400M-16-SigLIP2-384__webli                     | 3854         | 56.57               | 68.29      | ❌             |
-| ViT-L-16-SigLIP2-384__webli                          | 3057         | 51.7                | 67.99      | ❌             |
-| ViT-gopt-16-SigLIP2-256__webli                       | 6475         | 64.51               | 67.68      | ❌             |
-| ViT-L-16-SigLIP2-512__webli                          | 3358         | 92.59               | 67.67      | ❌             |
-| ViT-L-16-SigLIP2-256__webli                          | 2830         | 23.77               | 66.85      | ✅             |
-| ViT-SO400M-16-SigLIP2-256__webli                     | 3611         | 27.84               | 66.54      | ❌             |
-| ViT-SO400M-14-SigLIP2__webli                         | 3622         | 27.63               | 65.77      | ❌             |
-| ViT-B-16-SigLIP-i18n-256__webli                      | 3029         | 6.87                | 61.48      | ✅             |
-| ViT-B-16-SigLIP2__webli                              | 3038         | 5.81                | 58.1       | ❌             |
-| ViT-B-32-SigLIP2-256__webli                          | 3061         | 3.31                | 55.31      | ❌             |
+| XLM-Roberta-Large-ViT-H-14__frozen_laion5b_s13b_b90k | 4014         | 39.14               | 83.95      | ✅             |
+| nllb-clip-large-siglip__v1                           | 4226         | 75.05               | 82.21      | ❌             |
+| nllb-clip-large-siglip__mrl                          | 4248         | 75.44               | 81.55      | ❌             |
+| nllb-clip-base-siglip__v1                            | 4675         | 15.17               | 78.72      | ✅             |
+| nllb-clip-base-siglip__mrl                           | 4696         | 16.95               | 78.53      | ❌             |
+| XLM-Roberta-Base-ViT-B-32__laion5b_s13b_b90k         | 3030         | 3.2                 | 75.93      | ✅             |
+| ViT-gopt-16-SigLIP2-384__webli                       | 6585         | 146.84              | 66.86      | ❌             |
+| ViT-SO400M-16-SigLIP2-384__webli                     | 3854         | 56.57               | 65.59      | ❌             |
+| ViT-SO400M-16-SigLIP2-512__webli                     | 4050         | 107.67              | 65.48      | ❌             |
+| ViT-SO400M-14-SigLIP2-378__webli                     | 3940         | 72.25               | 65.36      | ❌             |
+| ViT-gopt-16-SigLIP2-256__webli                       | 6475         | 64.51               | 64.47      | ❌             |
+| ViT-SO400M-16-SigLIP2-256__webli                     | 3611         | 27.84               | 64.17      | ❌             |
+| ViT-L-16-SigLIP2-384__webli                          | 3057         | 51.7                | 64.08      | ❌             |
+| ViT-L-16-SigLIP2-256__webli                          | 2830         | 23.77               | 63.69      | ✅             |
+| ViT-L-16-SigLIP2-512__webli                          | 3358         | 92.59               | 63.33      | ❌             |
+| ViT-SO400M-14-SigLIP2__webli                         | 3622         | 27.63               | 63.02      | ❌             |
+| ViT-B-16-SigLIP-i18n-256__webli                      | 3029         | 6.87                | 58.39      | ✅             |
+| ViT-B-16-SigLIP2__webli                              | 3038         | 5.81                | 56.38      | ❌             |
+| ViT-B-32-SigLIP2-256__webli                          | 3061         | 3.31                | 53.16      | ❌             |
 </details>
 <details>
 <summary>Korean</summary>
 | Model                                                | Memory (MiB) | Execution Time (ms) | Recall (%) | Pareto Optimal |
 |------------------------------------------------------|--------------|---------------------|------------|----------------|
-| nllb-clip-large-siglip__mrl                          | 4248         | 75.44               | 77.21      | ✅             |
-| nllb-clip-large-siglip__v1                           | 4226         | 75.05               | 76.89      | ✅             |
-| ViT-SO400M-14-SigLIP2-378__webli                     | 3940         | 72.25               | 75.72      | ✅             |
-| ViT-SO400M-16-SigLIP2-384__webli                     | 3854         | 56.57               | 75.06      | ✅             |
-| ViT-SO400M-16-SigLIP2-512__webli                     | 4050         | 107.67              | 74.94      | ❌             |
-| ViT-SO400M-16-SigLIP2-256__webli                     | 3611         | 27.84               | 74.36      | ✅             |
-| ViT-SO400M-14-SigLIP2__webli                         | 3622         | 27.63               | 74.09      | ✅             |
-| ViT-gopt-16-SigLIP2-384__webli                       | 6585         | 146.84              | 73.61      | ❌             |
-| ViT-L-16-SigLIP2-512__webli                          | 3358         | 92.59               | 73.55      | ✅             |
-| ViT-L-16-SigLIP2-384__webli                          | 3057         | 51.7                | 73.41      | ✅             |
-| nllb-clip-base-siglip__mrl                           | 4696         | 16.95               | 73.18      | ✅             |
-| nllb-clip-base-siglip__v1                            | 4675         | 15.17               | 72.79      | ✅             |
-| ViT-gopt-16-SigLIP2-256__webli                       | 6475         | 64.51               | 72.27      | ❌             |
-| ViT-L-16-SigLIP2-256__webli                          | 2830         | 23.77               | 71.73      | ✅             |
-| XLM-Roberta-Large-ViT-H-14__frozen_laion5b_s13b_b90k | 4014         | 39.14               | 71.12      | ❌             |
-| ViT-B-16-SigLIP2__webli                              | 3038         | 5.81                | 70.25      | ✅             |
-| ViT-B-32-SigLIP2-256__webli                          | 3061         | 3.31                | 67.54      | ✅             |
-| ViT-B-16-SigLIP-i18n-256__webli                      | 3029         | 6.87                | 67.37      | ✅             |
-| XLM-Roberta-Base-ViT-B-32__laion5b_s13b_b90k         | 3030         | 3.2                 | 65.44      | ✅             |
+| nllb-clip-large-siglip__mrl                          | 4248         | 75.44               | 80.56      | ✅             |
+| nllb-clip-large-siglip__v1                           | 4226         | 75.05               | 80.53      | ✅             |
+| nllb-clip-base-siglip__mrl                           | 4696         | 16.95               | 77.09      | ✅             |
+| ViT-SO400M-14-SigLIP2-378__webli                     | 3940         | 72.25               | 77.08      | ✅             |
+| ViT-SO400M-16-SigLIP2-512__webli                     | 4050         | 107.67              | 76.97      | ❌             |
+| ViT-SO400M-16-SigLIP2-384__webli                     | 3854         | 56.57               | 76.92      | ✅             |
+| nllb-clip-base-siglip__v1                            | 4675         | 15.17               | 76.58      | ✅             |
+| ViT-SO400M-16-SigLIP2-256__webli                     | 3611         | 27.84               | 76.2       | ✅             |
+| ViT-SO400M-14-SigLIP2__webli                         | 3622         | 27.63               | 75.95      | ✅             |
+| ViT-L-16-SigLIP2-512__webli                          | 3358         | 92.59               | 75.86      | ✅             |
+| ViT-L-16-SigLIP2-384__webli                          | 3057         | 51.7                | 75.67      | ✅             |
+| ViT-gopt-16-SigLIP2-384__webli                       | 6585         | 146.84              | 75.49      | ❌             |
+| ViT-gopt-16-SigLIP2-256__webli                       | 6475         | 64.51               | 74.6       | ❌             |
+| ViT-L-16-SigLIP2-256__webli                          | 2830         | 23.77               | 74.52      | ✅             |
+| XLM-Roberta-Large-ViT-H-14__frozen_laion5b_s13b_b90k | 4014         | 39.14               | 73.88      | ❌             |
+| ViT-B-16-SigLIP2__webli                              | 3038         | 5.81                | 71.09      | ✅             |
+| ViT-B-16-SigLIP-i18n-256__webli                      | 3029         | 6.87                | 68.87      | ✅             |
+| ViT-B-32-SigLIP2-256__webli                          | 3061         | 3.31                | 67.94      | ✅             |
+| XLM-Roberta-Base-ViT-B-32__laion5b_s13b_b90k         | 3030         | 3.2                 | 66.39      | ✅             |
 </details>
 <details>
 <summary>Maori</summary>
@@ -834,34 +853,34 @@ Memory and execution time estimates were obtained without acceleration on a 7800
 <summary>Polish</summary>
 | Model                                                | Memory (MiB) | Execution Time (ms) | Recall (%) | Pareto Optimal |
 |------------------------------------------------------|--------------|---------------------|------------|----------------|
-| ViT-gopt-16-SigLIP2-384__webli                       | 6585         | 146.84              | 80.6       | ✅             |
-| ViT-SO400M-14-SigLIP2-378__webli                     | 3940         | 72.25               | 80.17      | ✅             |
-| ViT-SO400M-16-SigLIP2-512__webli                     | 4050         | 107.67              | 80.06      | ❌             |
-| ViT-SO400M-16-SigLIP2-384__webli                     | 3854         | 56.57               | 80.04      | ✅             |
-| nllb-clip-large-siglip__mrl                          | 4248         | 75.44               | 79.98      | ❌             |
-| XLM-Roberta-Large-ViT-H-14__frozen_laion5b_s13b_b90k | 4014         | 39.14               | 79.8       | ✅             |
-| ViT-L-16-SigLIP2-384__webli                          | 3057         | 51.7                | 79.72      | ✅             |
-| ViT-L-16-SigLIP2-512__webli                          | 3358         | 92.59               | 79.66      | ❌             |
-| ViT-SO400M-16-SigLIP2-256__webli                     | 3611         | 27.84               | 79.45      | ✅             |
-| ViT-gopt-16-SigLIP2-256__webli                       | 6475         | 64.51               | 79.26      | ❌             |
-| nllb-clip-large-siglip__v1                           | 4226         | 75.05               | 79.21      | ❌             |
-| ViT-SO400M-14-SigLIP2__webli                         | 3622         | 27.63               | 79.14      | ✅             |
-| ViT-L-16-SigLIP2-256__webli                          | 2830         | 23.77               | 78.23      | ✅             |
-| nllb-clip-base-siglip__mrl                           | 4696         | 16.95               | 75.33      | ✅             |
-| ViT-B-16-SigLIP-i18n-256__webli                      | 3029         | 6.87                | 74.7       | ✅             |
-| nllb-clip-base-siglip__v1                            | 4675         | 15.17               | 74.63      | ❌             |
-| XLM-Roberta-Base-ViT-B-32__laion5b_s13b_b90k         | 3030         | 3.2                 | 73.69      | ✅             |
-| ViT-B-16-SigLIP2__webli                              | 3038         | 5.81                | 73.44      | ❌             |
-| ViT-B-32-SigLIP2-256__webli                          | 3061         | 3.31                | 70.34      | ❌             |
-| ViT-H-14-378-quickgelu__dfn5b                        | 5049         | 108.4               | 59.4       | ❌             |
-| ViT-H-14-quickgelu__dfn5b                            | 4701         | 38.74               | 59.14      | ❌             |
-| ViT-L-16-SigLIP-256__webli                           | 3160         | 23.84               | 48.74      | ❌             |
-| ViT-L-16-SigLIP-384__webli                           | 3396         | 47.6                | 48.35      | ❌             |
-| ViT-L-14-quickgelu__dfn2b                            | 2212         | 20.49               | 40.76      | ✅             |
-| ViT-B-16-SigLIP__webli                               | 1081         | 5.77                | 39.13      | ✅             |
-| ViT-B-16-SigLIP-512__webli                           | 1828         | 26.17               | 39.09      | ❌             |
-| ViT-B-16-SigLIP-384__webli                           | 1128         | 13.53               | 38.55      | ❌             |
-| ViT-B-16-SigLIP-256__webli                           | 1102         | 7.11                | 38.46      | ❌             |
+| nllb-clip-large-siglip__mrl                          | 4248         | 75.44               | 83.49      | ✅             |
+| ViT-gopt-16-SigLIP2-384__webli                       | 6585         | 146.84              | 83.45      | ❌             |
+| nllb-clip-large-siglip__v1                           | 4226         | 75.05               | 83.11      | ✅             |
+| ViT-SO400M-16-SigLIP2-384__webli                     | 3854         | 56.57               | 82.99      | ✅             |
+| ViT-SO400M-16-SigLIP2-512__webli                     | 4050         | 107.67              | 82.96      | ❌             |
+| ViT-SO400M-14-SigLIP2-378__webli                     | 3940         | 72.25               | 82.93      | ❌             |
+| ViT-gopt-16-SigLIP2-256__webli                       | 6475         | 64.51               | 82.61      | ❌             |
+| ViT-L-16-SigLIP2-512__webli                          | 3358         | 92.59               | 82.26      | ✅             |
+| ViT-SO400M-16-SigLIP2-256__webli                     | 3611         | 27.84               | 82.24      | ✅             |
+| ViT-L-16-SigLIP2-384__webli                          | 3057         | 51.7                | 82.03      | ✅             |
+| XLM-Roberta-Large-ViT-H-14__frozen_laion5b_s13b_b90k | 4014         | 39.14               | 82.03      | ❌             |
+| ViT-SO400M-14-SigLIP2__webli                         | 3622         | 27.63               | 81.92      | ✅             |
+| ViT-L-16-SigLIP2-256__webli                          | 2830         | 23.77               | 81.27      | ✅             |
+| nllb-clip-base-siglip__mrl                           | 4696         | 16.95               | 80.0       | ✅             |
+| nllb-clip-base-siglip__v1                            | 4675         | 15.17               | 79.65      | ✅             |
+| ViT-B-16-SigLIP-i18n-256__webli                      | 3029         | 6.87                | 76.75      | ✅             |
+| ViT-B-16-SigLIP2__webli                              | 3038         | 5.81                | 76.52      | ✅             |
+| XLM-Roberta-Base-ViT-B-32__laion5b_s13b_b90k         | 3030         | 3.2                 | 75.1       | ✅             |
+| ViT-B-32-SigLIP2-256__webli                          | 3061         | 3.31                | 73.9       | ❌             |
+| ViT-H-14-378-quickgelu__dfn5b                        | 5049         | 108.4               | 65.03      | ❌             |
+| ViT-H-14-quickgelu__dfn5b                            | 4701         | 38.74               | 64.89      | ❌             |
+| ViT-L-16-SigLIP-256__webli                           | 3160         | 23.84               | 51.6       | ❌             |
+| ViT-L-16-SigLIP-384__webli                           | 3396         | 47.6                | 51.29      | ❌             |
+| ViT-L-14-quickgelu__dfn2b                            | 2212         | 20.49               | 46.15      | ✅             |
+| ViT-B-16-SigLIP-512__webli                           | 1828         | 26.17               | 41.55      | ✅             |
+| ViT-B-16-SigLIP-384__webli                           | 1128         | 13.53               | 41.17      | ✅             |
+| ViT-B-16-SigLIP-256__webli                           | 1102         | 7.11                | 40.9       | ✅             |
+| ViT-B-16-SigLIP__webli                               | 1081         | 5.77                | 40.76      | ✅             |
 </details>
 <details>
 <summary>Portuguese</summary>
@@ -955,84 +974,87 @@ Memory and execution time estimates were obtained without acceleration on a 7800
 <summary>Russian</summary>
 | Model                                                | Memory (MiB) | Execution Time (ms) | Recall (%) | Pareto Optimal |
 |------------------------------------------------------|--------------|---------------------|------------|----------------|
-| ViT-SO400M-16-SigLIP2-384__webli                     | 3854         | 56.57               | 87.65      | ✅             |
-| ViT-SO400M-14-SigLIP2-378__webli                     | 3940         | 72.25               | 87.62      | ❌             |
-| ViT-L-16-SigLIP2-512__webli                          | 3358         | 92.59               | 87.4       | ✅             |
-| ViT-SO400M-16-SigLIP2-512__webli                     | 4050         | 107.67              | 87.39      | ❌             |
-| ViT-gopt-16-SigLIP2-384__webli                       | 6585         | 146.84              | 86.88      | ❌             |
-| ViT-L-16-SigLIP2-384__webli                          | 3057         | 51.7                | 86.87      | ✅             |
-| ViT-SO400M-16-SigLIP2-256__webli                     | 3611         | 27.84               | 86.74      | ✅             |
-| ViT-SO400M-14-SigLIP2__webli                         | 3622         | 27.63               | 86.26      | ✅             |
-| ViT-L-16-SigLIP2-256__webli                          | 2830         | 23.77               | 85.98      | ✅             |
-| ViT-gopt-16-SigLIP2-256__webli                       | 6475         | 64.51               | 85.66      | ❌             |
-| XLM-Roberta-Large-ViT-H-14__frozen_laion5b_s13b_b90k | 4014         | 39.14               | 85.54      | ❌             |
-| nllb-clip-large-siglip__mrl                          | 4248         | 75.44               | 84.69      | ❌             |
-| ViT-B-16-SigLIP2__webli                              | 3038         | 5.81                | 84.29      | ✅             |
-| nllb-clip-large-siglip__v1                           | 4226         | 75.05               | 84.24      | ❌             |
-| ViT-B-16-SigLIP-i18n-256__webli                      | 3029         | 6.87                | 82.86      | ✅             |
-| ViT-B-32-SigLIP2-256__webli                          | 3061         | 3.31                | 81.59      | ✅             |
-| XLM-Roberta-Base-ViT-B-32__laion5b_s13b_b90k         | 3030         | 3.2                 | 80.56      | ✅             |
-| nllb-clip-base-siglip__mrl                           | 4696         | 16.95               | 80.44      | ❌             |
-| nllb-clip-base-siglip__v1                            | 4675         | 15.17               | 79.99      | ❌             |
-| ViT-H-14-quickgelu__dfn5b                            | 4701         | 38.74               | 39.51      | ❌             |
-| ViT-H-14-378-quickgelu__dfn5b                        | 5049         | 108.4               | 39.16      | ❌             |
-| ViT-L-16-SigLIP-256__webli                           | 3160         | 23.84               | 23.33      | ❌             |
-| ViT-L-16-SigLIP-384__webli                           | 3396         | 47.6                | 22.4       | ❌             |
+| ViT-SO400M-16-SigLIP2-384__webli                     | 3854         | 56.57               | 84.54      | ✅             |
+| ViT-SO400M-14-SigLIP2-378__webli                     | 3940         | 72.25               | 84.41      | ❌             |
+| ViT-SO400M-16-SigLIP2-512__webli                     | 4050         | 107.67              | 84.36      | ❌             |
+| ViT-gopt-16-SigLIP2-384__webli                       | 6585         | 146.84              | 84.31      | ❌             |
+| ViT-L-16-SigLIP2-512__webli                          | 3358         | 92.59               | 84.22      | ✅             |
+| ViT-SO400M-16-SigLIP2-256__webli                     | 3611         | 27.84               | 83.9       | ✅             |
+| ViT-L-16-SigLIP2-384__webli                          | 3057         | 51.7                | 83.69      | ✅             |
+| ViT-SO400M-14-SigLIP2__webli                         | 3622         | 27.63               | 83.5       | ✅             |
+| nllb-clip-large-siglip__mrl                          | 4248         | 75.44               | 83.31      | ❌             |
+| ViT-gopt-16-SigLIP2-256__webli                       | 6475         | 64.51               | 83.21      | ❌             |
+| ViT-L-16-SigLIP2-256__webli                          | 2830         | 23.77               | 83.11      | ✅             |
+| nllb-clip-large-siglip__v1                           | 4226         | 75.05               | 82.7       | ❌             |
+| XLM-Roberta-Large-ViT-H-14__frozen_laion5b_s13b_b90k | 4014         | 39.14               | 82.69      | ❌             |
+| ViT-B-16-SigLIP2__webli                              | 3038         | 5.81                | 80.91      | ✅             |
+| nllb-clip-base-siglip__mrl                           | 4696         | 16.95               | 79.75      | ❌             |
+| ViT-B-16-SigLIP-i18n-256__webli                      | 3029         | 6.87                | 79.35      | ✅             |
+| nllb-clip-base-siglip__v1                            | 4675         | 15.17               | 78.91      | ❌             |
+| ViT-B-32-SigLIP2-256__webli                          | 3061         | 3.31                | 78.06      | ✅             |
+| XLM-Roberta-Base-ViT-B-32__laion5b_s13b_b90k         | 3030         | 3.2                 | 76.44      | ✅             |
+| ViT-H-14-378-quickgelu__dfn5b                        | 5049         | 108.4               | 42.81      | ❌             |
+| ViT-H-14-quickgelu__dfn5b                            | 4701         | 38.74               | 42.1       | ❌             |
+| ViT-L-16-SigLIP-256__webli                           | 3160         | 23.84               | 24.95      | ❌             |
+| ViT-L-16-SigLIP-384__webli                           | 3396         | 47.6                | 24.25      | ❌             |
+| ViT-B-16-SigLIP-256__webli                           | 1102         | 7.11                | 20.85      | ✅             |
+| ViT-B-16-SigLIP__webli                               | 1081         | 5.77                | 20.44      | ✅             |
+| ViT-B-16-SigLIP-512__webli                           | 1828         | 26.17               | 20.41      | ❌             |
 </details>
 <details>
 <summary>Spanish</summary>
 | Model                                                | Memory (MiB) | Execution Time (ms) | Recall (%) | Pareto Optimal |
 |------------------------------------------------------|--------------|---------------------|------------|----------------|
-| ViT-L-16-SigLIP2-512__webli                          | 3358         | 92.59               | 84.24      | ✅             |
-| ViT-SO400M-14-SigLIP2-378__webli                     | 3940         | 72.25               | 83.94      | ✅             |
-| ViT-SO400M-16-SigLIP2-512__webli                     | 4050         | 107.67              | 83.91      | ❌             |
-| ViT-SO400M-16-SigLIP2-384__webli                     | 3854         | 56.57               | 83.78      | ✅             |
-| ViT-L-16-SigLIP2-384__webli                          | 3057         | 51.7                | 83.71      | ✅             |
-| ViT-gopt-16-SigLIP2-384__webli                       | 6585         | 146.84              | 83.59      | ❌             |
-| ViT-SO400M-16-SigLIP2-256__webli                     | 3611         | 27.84               | 83.2       | ✅             |
-| ViT-H-14-378-quickgelu__dfn5b                        | 5049         | 108.4               | 83.0       | ❌             |
-| ViT-SO400M-14-SigLIP2__webli                         | 3622         | 27.63               | 82.91      | ✅             |
-| ViT-gopt-16-SigLIP2-256__webli                       | 6475         | 64.51               | 82.58      | ❌             |
-| ViT-L-16-SigLIP2-256__webli                          | 2830         | 23.77               | 82.5       | ✅             |
-| ViT-H-14-quickgelu__dfn5b                            | 4701         | 38.74               | 82.48      | ❌             |
-| ViT-B-16-SigLIP2__webli                              | 3038         | 5.81                | 82.22      | ✅             |
-| nllb-clip-large-siglip__mrl                          | 4248         | 75.44               | 81.34      | ❌             |
-| XLM-Roberta-Large-ViT-H-14__frozen_laion5b_s13b_b90k | 4014         | 39.14               | 80.18      | ❌             |
-| nllb-clip-large-siglip__v1                           | 4226         | 75.05               | 80.14      | ❌             |
-| ViT-B-32-SigLIP2-256__webli                          | 3061         | 3.31                | 78.99      | ✅             |
-| ViT-L-14-quickgelu__dfn2b                            | 2212         | 20.49               | 78.19      | ✅             |
-| ViT-L-16-SigLIP-384__webli                           | 3396         | 47.6                | 78.15      | ❌             |
-| ViT-B-16-SigLIP-i18n-256__webli                      | 3029         | 6.87                | 77.93      | ✅             |
-| ViT-L-16-SigLIP-256__webli                           | 3160         | 23.84               | 77.64      | ❌             |
-| nllb-clip-base-siglip__mrl                           | 4696         | 16.95               | 77.21      | ❌             |
-| nllb-clip-base-siglip__v1                            | 4675         | 15.17               | 76.36      | ❌             |
-| ViT-B-16-SigLIP-512__webli                           | 1828         | 26.17               | 75.73      | ✅             |
-| ViT-B-16-SigLIP-384__webli                           | 1128         | 13.53               | 75.56      | ✅             |
-| XLM-Roberta-Base-ViT-B-32__laion5b_s13b_b90k         | 3030         | 3.2                 | 75.01      | ✅             |
-| ViT-B-16-SigLIP-256__webli                           | 1102         | 7.11                | 74.62      | ✅             |
-| ViT-B-16-SigLIP__webli                               | 1081         | 5.77                | 74.6       | ✅             |
-| ViT-SO400M-14-SigLIP-384__webli                      | 4417         | 72.19               | 70.31      | ❌             |
-| ViT-H-14__laion2b-s32b-b79k                          | 4676         | 39.06               | 58.31      | ❌             |
-| ViT-L-14__laion2b-s32b-b82k                          | 2233         | 20.56               | 49.56      | ❌             |
-| ViT-L-14__laion400m_e32                              | 2218         | 19.73               | 46.69      | ❌             |
-| ViT-L-14__laion400m_e31                              | 2183         | 19.87               | 46.53      | ❌             |
-| ViT-B-16-plus-240__laion400m_e32                     | 1246         | 6.95                | 44.05      | ❌             |
-| ViT-B-16-plus-240__laion400m_e31                     | 1263         | 6.94                | 44.05      | ❌             |
-| ViT-B-32__laion2b_e16                                | 1004         | 2.38                | 43.67      | ✅             |
-| ViT-B-32__laion2b-s34b-b79k                          | 1001         | 2.29                | 42.5       | ✅             |
-| ViT-B-16__laion400m_e32                              | 975          | 4.98                | 41.03      | ✅             |
-| ViT-B-16__laion400m_e31                              | 991          | 5.04                | 40.91      | ❌             |
-| ViT-B-32__laion400m_e31                              | 999          | 2.28                | 40.3       | ✅             |
-| ViT-B-32__laion400m_e32                              | 1003         | 2.35                | 40.3       | ❌             |
-| RN50x64__openai                                      | 5079         | 48.79               | 37.92      | ❌             |
-| ViT-L-14-336__openai                                 | 2616         | 43.45               | 37.7       | ❌             |
-| ViT-L-14__openai                                     | 2212         | 19.91               | 37.59      | ❌             |
-| RN50x16__openai                                      | 2221         | 15.87               | 34.75      | ❌             |
-| ViT-B-16__openai                                     | 985          | 5.03                | 32.1       | ❌             |
-| RN50x4__openai                                       | 1416         | 5.85                | 32.08      | ❌             |
-| RN101__openai                                        | 1111         | 3.21                | 30.77      | ❌             |
-| RN50__openai                                         | 913          | 2.39                | 30.2       | ✅             |
-| ViT-B-32__openai                                     | 1004         | 2.26                | 29.84      | ✅             |
+| ViT-SO400M-14-SigLIP2-378__webli                     | 3940         | 72.25               | 85.47      | ✅             |
+| ViT-SO400M-16-SigLIP2-384__webli                     | 3854         | 56.57               | 85.44      | ✅             |
+| ViT-L-16-SigLIP2-512__webli                          | 3358         | 92.59               | 85.32      | ✅             |
+| ViT-SO400M-16-SigLIP2-512__webli                     | 4050         | 107.67              | 85.22      | ❌             |
+| ViT-gopt-16-SigLIP2-384__webli                       | 6585         | 146.84              | 85.15      | ❌             |
+| ViT-L-16-SigLIP2-384__webli                          | 3057         | 51.7                | 84.81      | ✅             |
+| ViT-gopt-16-SigLIP2-256__webli                       | 6475         | 64.51               | 84.68      | ❌             |
+| ViT-SO400M-16-SigLIP2-256__webli                     | 3611         | 27.84               | 84.6       | ✅             |
+| ViT-SO400M-14-SigLIP2__webli                         | 3622         | 27.63               | 84.55      | ✅             |
+| ViT-H-14-378-quickgelu__dfn5b                        | 5049         | 108.4               | 84.27      | ❌             |
+| ViT-L-16-SigLIP2-256__webli                          | 2830         | 23.77               | 84.15      | ✅             |
+| ViT-H-14-quickgelu__dfn5b                            | 4701         | 38.74               | 83.87      | ❌             |
+| nllb-clip-large-siglip__mrl                          | 4248         | 75.44               | 83.74      | ❌             |
+| ViT-B-16-SigLIP2__webli                              | 3038         | 5.81                | 83.61      | ✅             |
+| nllb-clip-large-siglip__v1                           | 4226         | 75.05               | 83.15      | ❌             |
+| XLM-Roberta-Large-ViT-H-14__frozen_laion5b_s13b_b90k | 4014         | 39.14               | 81.7       | ❌             |
+| nllb-clip-base-siglip__mrl                           | 4696         | 16.95               | 80.91      | ❌             |
+| ViT-B-32-SigLIP2-256__webli                          | 3061         | 3.31                | 80.73      | ✅             |
+| ViT-L-16-SigLIP-384__webli                           | 3396         | 47.6                | 80.69      | ❌             |
+| ViT-L-16-SigLIP-256__webli                           | 3160         | 23.84               | 80.3       | ❌             |
+| nllb-clip-base-siglip__v1                            | 4675         | 15.17               | 79.8       | ❌             |
+| ViT-B-16-SigLIP-i18n-256__webli                      | 3029         | 6.87                | 79.71      | ✅             |
+| ViT-L-14-quickgelu__dfn2b                            | 2212         | 20.49               | 79.64      | ✅             |
+| ViT-B-16-SigLIP-384__webli                           | 1128         | 13.53               | 78.0       | ✅             |
+| ViT-B-16-SigLIP-512__webli                           | 1828         | 26.17               | 77.83      | ❌             |
+| ViT-B-16-SigLIP__webli                               | 1081         | 5.77                | 76.87      | ✅             |
+| ViT-B-16-SigLIP-256__webli                           | 1102         | 7.11                | 76.66      | ❌             |
+| XLM-Roberta-Base-ViT-B-32__laion5b_s13b_b90k         | 3030         | 3.2                 | 75.99      | ✅             |
+| ViT-SO400M-14-SigLIP-384__webli                      | 4417         | 72.19               | 71.96      | ❌             |
+| ViT-H-14__laion2b-s32b-b79k                          | 4676         | 39.06               | 62.06      | ❌             |
+| ViT-L-14__laion2b-s32b-b82k                          | 2233         | 20.56               | 53.78      | ❌             |
+| ViT-L-14__laion400m_e32                              | 2218         | 19.73               | 50.13      | ❌             |
+| ViT-L-14__laion400m_e31                              | 2183         | 19.87               | 50.0       | ❌             |
+| ViT-B-16-plus-240__laion400m_e32                     | 1246         | 6.95                | 47.39      | ❌             |
+| ViT-B-16-plus-240__laion400m_e31                     | 1263         | 6.94                | 47.39      | ❌             |
+| ViT-B-32__laion2b_e16                                | 1004         | 2.38                | 46.47      | ✅             |
+| ViT-B-32__laion2b-s34b-b79k                          | 1001         | 2.29                | 45.68      | ✅             |
+| ViT-B-16__laion400m_e31                              | 991          | 5.04                | 44.0       | ✅             |
+| ViT-B-16__laion400m_e32                              | 975          | 4.98                | 43.98      | ✅             |
+| ViT-B-32__laion400m_e32                              | 1003         | 2.35                | 43.8       | ❌             |
+| ViT-B-32__laion400m_e31                              | 999          | 2.28                | 43.73      | ✅             |
+| RN50x64__openai                                      | 5079         | 48.79               | 43.01      | ❌             |
+| ViT-L-14__openai                                     | 2212         | 19.91               | 42.96      | ❌             |
+| ViT-L-14-336__openai                                 | 2616         | 43.45               | 41.67      | ❌             |
+| RN50x16__openai                                      | 2221         | 15.87               | 40.21      | ❌             |
+| RN50x4__openai                                       | 1416         | 5.85                | 36.06      | ❌             |
+| ViT-B-16__openai                                     | 985          | 5.03                | 35.67      | ❌             |
+| RN101__openai                                        | 1111         | 3.21                | 34.62      | ❌             |
+| ViT-B-32__openai                                     | 1004         | 2.26                | 32.6       | ✅             |
+| RN50__openai                                         | 913          | 2.39                | 31.79      | ✅             |
 </details>
 <details>
 <summary>Swahili</summary>
@@ -1057,8 +1079,8 @@ Memory and execution time estimates were obtained without acceleration on a 7800
 | ViT-SO400M-14-SigLIP2-378__webli                     | 3940         | 72.25               | 72.1       | ✅             |
 | ViT-SO400M-16-SigLIP2-384__webli                     | 3854         | 56.57               | 72.06      | ✅             |
 | ViT-L-16-SigLIP2-512__webli                          | 3358         | 92.59               | 71.84      | ✅             |
-| ViT-SO400M-16-SigLIP2-256__webli                     | 3611         | 27.84               | 71.7       | ✅             |
 | ViT-L-16-SigLIP2-384__webli                          | 3057         | 51.7                | 71.7       | ✅             |
+| ViT-SO400M-16-SigLIP2-256__webli                     | 3611         | 27.84               | 71.7       | ✅             |
 | ViT-SO400M-16-SigLIP2-512__webli                     | 4050         | 107.67              | 71.61      | ❌             |
 | nllb-clip-base-siglip__v1                            | 4675         | 15.17               | 71.51      | ✅             |
 | ViT-SO400M-14-SigLIP2__webli                         | 3622         | 27.63               | 71.45      | ✅             |
@@ -1115,31 +1137,34 @@ Memory and execution time estimates were obtained without acceleration on a 7800
 <summary>Turkish</summary>
 | Model                                                | Memory (MiB) | Execution Time (ms) | Recall (%) | Pareto Optimal |
 |------------------------------------------------------|--------------|---------------------|------------|----------------|
-| nllb-clip-large-siglip__mrl                          | 4248         | 75.44               | 81.15      | ✅             |
-| nllb-clip-large-siglip__v1                           | 4226         | 75.05               | 80.89      | ✅             |
-| nllb-clip-base-siglip__mrl                           | 4696         | 16.95               | 78.11      | ✅             |
-| ViT-SO400M-14-SigLIP2-378__webli                     | 3940         | 72.25               | 77.51      | ✅             |
-| nllb-clip-base-siglip__v1                            | 4675         | 15.17               | 77.36      | ✅             |
-| ViT-SO400M-16-SigLIP2-512__webli                     | 4050         | 107.67              | 77.28      | ❌             |
-| XLM-Roberta-Large-ViT-H-14__frozen_laion5b_s13b_b90k | 4014         | 39.14               | 77.24      | ✅             |
-| ViT-SO400M-16-SigLIP2-384__webli                     | 3854         | 56.57               | 77.01      | ✅             |
-| ViT-gopt-16-SigLIP2-384__webli                       | 6585         | 146.84              | 76.37      | ❌             |
-| ViT-SO400M-16-SigLIP2-256__webli                     | 3611         | 27.84               | 75.92      | ✅             |
-| ViT-SO400M-14-SigLIP2__webli                         | 3622         | 27.63               | 75.69      | ✅             |
-| ViT-gopt-16-SigLIP2-256__webli                       | 6475         | 64.51               | 75.68      | ❌             |
-| ViT-L-16-SigLIP2-512__webli                          | 3358         | 92.59               | 75.54      | ✅             |
-| ViT-L-16-SigLIP2-384__webli                          | 3057         | 51.7                | 75.16      | ✅             |
-| ViT-L-16-SigLIP2-256__webli                          | 2830         | 23.77               | 73.83      | ✅             |
-| ViT-B-16-SigLIP-i18n-256__webli                      | 3029         | 6.87                | 70.15      | ✅             |
-| XLM-Roberta-Base-ViT-B-32__laion5b_s13b_b90k         | 3030         | 3.2                 | 69.19      | ✅             |
-| ViT-B-16-SigLIP2__webli                              | 3038         | 5.81                | 66.72      | ❌             |
-| ViT-B-32-SigLIP2-256__webli                          | 3061         | 3.31                | 64.76      | ❌             |
-| ViT-H-14-378-quickgelu__dfn5b                        | 5049         | 108.4               | 38.8       | ❌             |
-| ViT-H-14-quickgelu__dfn5b                            | 4701         | 38.74               | 38.48      | ❌             |
-| ViT-L-16-SigLIP-384__webli                           | 3396         | 47.6                | 30.83      | ❌             |
-| ViT-L-16-SigLIP-256__webli                           | 3160         | 23.84               | 30.28      | ❌             |
-| ViT-L-14-quickgelu__dfn2b                            | 2212         | 20.49               | 21.31      | ✅             |
-| ViT-B-16-SigLIP__webli                               | 1081         | 5.77                | 20.08      | ✅             |
+| nllb-clip-large-siglip__mrl                          | 4248         | 75.44               | 83.91      | ✅             |
+| nllb-clip-large-siglip__v1                           | 4226         | 75.05               | 83.74      | ✅             |
+| nllb-clip-base-siglip__mrl                           | 4696         | 16.95               | 81.26      | ✅             |
+| nllb-clip-base-siglip__v1                            | 4675         | 15.17               | 80.21      | ✅             |
+| ViT-SO400M-16-SigLIP2-512__webli                     | 4050         | 107.67              | 79.34      | ✅             |
+| ViT-SO400M-14-SigLIP2-378__webli                     | 3940         | 72.25               | 79.22      | ✅             |
+| XLM-Roberta-Large-ViT-H-14__frozen_laion5b_s13b_b90k | 4014         | 39.14               | 78.9       | ✅             |
+| ViT-SO400M-16-SigLIP2-384__webli                     | 3854         | 56.57               | 78.85      | ✅             |
+| ViT-SO400M-16-SigLIP2-256__webli                     | 3611         | 27.84               | 78.29      | ✅             |
+| ViT-gopt-16-SigLIP2-384__webli                       | 6585         | 146.84              | 78.27      | ❌             |
+| ViT-gopt-16-SigLIP2-256__webli                       | 6475         | 64.51               | 78.0       | ❌             |
+| ViT-SO400M-14-SigLIP2__webli                         | 3622         | 27.63               | 77.81      | ✅             |
+| ViT-L-16-SigLIP2-512__webli                          | 3358         | 92.59               | 77.67      | ✅             |
+| ViT-L-16-SigLIP2-384__webli                          | 3057         | 51.7                | 77.33      | ✅             |
+| ViT-L-16-SigLIP2-256__webli                          | 2830         | 23.77               | 76.42      | ✅             |
+| ViT-B-16-SigLIP-i18n-256__webli                      | 3029         | 6.87                | 72.44      | ✅             |
+| XLM-Roberta-Base-ViT-B-32__laion5b_s13b_b90k         | 3030         | 3.2                 | 69.84      | ✅             |
+| ViT-B-16-SigLIP2__webli                              | 3038         | 5.81                | 69.83      | ❌             |
+| ViT-B-32-SigLIP2-256__webli                          | 3061         | 3.31                | 67.13      | ❌             |
+| ViT-H-14-378-quickgelu__dfn5b                        | 5049         | 108.4               | 44.43      | ❌             |
+| ViT-H-14-quickgelu__dfn5b                            | 4701         | 38.74               | 43.87      | ❌             |
+| ViT-L-16-SigLIP-384__webli                           | 3396         | 47.6                | 35.1       | ❌             |
+| ViT-L-16-SigLIP-256__webli                           | 3160         | 23.84               | 34.92      | ❌             |
+| ViT-L-14-quickgelu__dfn2b                            | 2212         | 20.49               | 25.2       | ✅             |
+| ViT-B-16-SigLIP-512__webli                           | 1828         | 26.17               | 24.55      | ✅             |
+| ViT-B-16-SigLIP__webli                               | 1081         | 5.77                | 24.13      | ✅             |
+| ViT-B-16-SigLIP-384__webli                           | 1128         | 13.53               | 24.08      | ❌             |
+| ViT-B-16-SigLIP-256__webli                           | 1102         | 7.11                | 23.95      | ❌             |
 </details>
 <details>
 <summary>Ukrainian</summary>

docs/docs/guides/remote-machine-learning.md

@@ -23,12 +23,12 @@ name: immich_remote_ml
 services:
   immich-machine-learning:
     container_name: immich_machine_learning
-    # For hardware acceleration, add one of -[armnn, cuda, rocm, openvino] to the image tag.
+    # For hardware acceleration, add one of -[armnn, cuda, rocm, openvino, rknn] to the image tag.
     # Example tag: ${IMMICH_VERSION:-release}-cuda
     image: ghcr.io/immich-app/immich-machine-learning:${IMMICH_VERSION:-release}
     # extends:
     #   file: hwaccel.ml.yml
-    #   service: # set to one of [armnn, cuda, rocm, openvino, openvino-wsl] for accelerated inference - use the `-wsl` version for WSL2 where applicable
+    #   service: # set to one of [armnn, cuda, rocm, openvino, openvino-wsl, rknn] for accelerated inference - use the `-wsl` version for WSL2 where applicable
     volumes:
       - model-cache:/cache
     restart: always

docs/docs/install/config-file.md

@@ -1,3 +1,7 @@
+---
+sidebar_position: 100
+---
+
 # Config File
 
 A config file can be provided as an alternative to the UI configuration.

docs/docs/install/docker-compose.mdx

@@ -69,39 +69,7 @@ If you get an error `can't set healthcheck.start_interval as feature require Doc
 
 ## Next Steps
 
-Read the [Post Installation](/docs/install/post-install.mdx) steps or setup optional features below.
-
-### Setting up optional features
-
-- [External Libraries](/docs/features/libraries.md): Adding your existing photo library to Immich
-- [Hardware Transcoding](/docs/features/hardware-transcoding.md): Speeding up video transcoding
-- [Hardware-Accelerated Machine Learning](/docs/features/ml-hardware-acceleration.md): Speeding up various machine learning tasks in Immich
-
-### Upgrading
-
-:::danger Read the release notes
-Immich is currently under heavy development, which means you can expect [breaking changes][breaking] and bugs. Therefore, we recommend reading the release notes prior to updating and to take special care when using automated tools like [Watchtower][watchtower].
-
-You can see versions that had breaking changes [here][breaking].
-:::
-
-If `IMMICH_VERSION` is set, it will need to be updated to the latest or desired version.
-
-When a new version of Immich is [released][releases], the application can be upgraded and restarted with the following commands, run in the directory with the `docker-compose.yml` file:
-
-```bash title="Upgrade and restart Immich"
-docker compose pull && docker compose up -d
-```
-
-To clean up disk space, the old version's obsolete container images can be deleted with the following command:
-
-```bash title="Clean up unused Docker images"
-docker image prune
-```
+Read the [Post Installation](/docs/install/post-install.mdx) steps and [upgrade instructions](/docs/install/upgrading.md).
 
 [compose-file]: https://github.com/immich-app/immich/releases/latest/download/docker-compose.yml
 [env-file]: https://github.com/immich-app/immich/releases/latest/download/example.env
-[watchtower]: https://containrrr.dev/watchtower/
-[breaking]: https://github.com/immich-app/immich/discussions?discussions_q=label%3Achangelog%3Abreaking-change+sort%3Adate_created
-[container-auth]: https://docs.github.com/en/packages/working-with-a-github-packages-registry/working-with-the-container-registry#authenticating-to-the-container-registry
-[releases]: https://github.com/immich-app/immich/releases

docs/docs/install/post-install.mdx

@@ -41,3 +41,9 @@ A list of common steps to take after installing Immich include:
 ## Step 7 - Setup Server Backups
 
 <ServerBackup />
+
+## Setting up optional features
+
+- [External Libraries](/docs/features/libraries.md): Adding your existing photo library to Immich
+- [Hardware Transcoding](/docs/features/hardware-transcoding.md): Speeding up video transcoding
+- [Hardware-Accelerated Machine Learning](/docs/features/ml-hardware-acceleration.md): Speeding up various machine learning tasks in Immich

docs/docs/install/synology.md

@@ -67,10 +67,4 @@ Click "**Edit Rules**" and add the following firewall rules:
 
 ## Next Steps
 
-Read the [Post Installation](/docs/install/post-install.mdx) steps or setup optional features below.
-
-### Setting up optional features
-
-- [External Libraries](/docs/features/libraries.md): Adding your existing photo library to Immich
-- [Hardware Transcoding](/docs/features/hardware-transcoding.md): Speeding up video transcoding
-- [Hardware-Accelerated Machine Learning](/docs/features/ml-hardware-acceleration.md): Speeding up various machine learning tasks in Immich
+Read the [Post Installation](/docs/install/post-install.mdx) steps and [upgrade instructions](/docs/install/upgrading.md).

docs/docs/install/truenas.md

@@ -247,6 +247,10 @@ Some examples are: `IMMICH_VERSION`, `UPLOAD_LOCATION`, `DB_DATA_LOCATION`, `TZ`
 
 ## Updating the App
 
+:::danger
+Make sure to read the general [upgrade instructions](/docs/install/upgrading.md).
+:::
+
 When updates become available, SCALE alerts and provides easy updates.
 To update the app to the latest version:
 

docs/docs/install/unraid.md

@@ -131,6 +131,10 @@ For more information on how to use the application once installed, please refer
 
 ## Updating Steps
 
+:::danger
+Make sure to read the general [upgrade instructions](/docs/install/upgrading.md).
+:::
+
 Updating is extremely easy however it's important to be aware that containers managed via the Docker Compose Manager plugin do not integrate with Unraid's native dockerman UI, the label "_update ready_" will always be present on containers installed via the Docker Compose Manager.
 
 <img

docs/docs/install/upgrading.md

@@ -0,0 +1,29 @@
+---
+sidebar_position: 95
+---
+
+# Upgrading
+
+:::danger Read the release notes
+Immich is currently under heavy development, which means you can expect [breaking changes][breaking] and bugs. You should read the release notes prior to updating and take special care when using automated tools like [Watchtower][watchtower].
+
+You can see versions that had breaking changes [here][breaking].
+:::
+
+When a new version of Immich is [released][releases], you should read the release notes and account for any breaking changes noted (as mentioned above).
+If you use `IMMICH_VERSION` in your `.env` file, it will need to be updated to the latest or desired version.
+After that, the application can be upgraded and restarted with the following commands, run in the directory with the `docker-compose.yml` file:
+
+```bash title="Upgrade and restart Immich"
+docker compose pull && docker compose up -d
+```
+
+To clean up disk space, the old version's obsolete container images can be deleted with the following command:
+
+```bash title="Clean up unused Docker images"
+docker image prune
+```
+
+[watchtower]: https://containrrr.dev/watchtower/
+[breaking]: https://github.com/immich-app/immich/discussions?discussions_q=label%3Achangelog%3Abreaking-change+sort%3Adate_created
+[releases]: https://github.com/immich-app/immich/releases

docs/docs/partials/_server-backup.md

@@ -1,2 +1,7 @@
 Now that you have imported some pictures, you should setup server backups to preserve your memories.
 You can do so by following our [backup guide](/docs/administration/backup-and-restore.md).
+
+:::danger
+Immich is still under heavy development _and_ handles very important data.
+It is essential that you set up good backups, and test them.
+:::

docs/static/archived-versions.json

@@ -1,4 +1,28 @@
 [
+  {
+    "label": "v1.131.3",
+    "url": "https://v1.131.3.archive.immich.app"
+  },
+  {
+    "label": "v1.131.2",
+    "url": "https://v1.131.2.archive.immich.app"
+  },
+  {
+    "label": "v1.131.1",
+    "url": "https://v1.131.1.archive.immich.app"
+  },
+  {
+    "label": "v1.131.0",
+    "url": "https://v1.131.0.archive.immich.app"
+  },
+  {
+    "label": "v1.130.3",
+    "url": "https://v1.130.3.archive.immich.app"
+  },
+  {
+    "label": "v1.130.2",
+    "url": "https://v1.130.2.archive.immich.app"
+  },
   {
     "label": "v1.130.1",
     "url": "https://v1.130.1.archive.immich.app"

e2e/eslint.config.mjs

@@ -1,39 +1,29 @@
-import { FlatCompat } from '@eslint/eslintrc';
 import js from '@eslint/js';
-import typescriptEslint from '@typescript-eslint/eslint-plugin';
-import tsParser from '@typescript-eslint/parser';
+import eslintPluginPrettierRecommended from 'eslint-plugin-prettier/recommended';
+import eslintPluginUnicorn from 'eslint-plugin-unicorn';
 import globals from 'globals';
 import path from 'node:path';
 import { fileURLToPath } from 'node:url';
+import typescriptEslint from 'typescript-eslint';
 
 const __filename = fileURLToPath(import.meta.url);
 const __dirname = path.dirname(__filename);
-const compat = new FlatCompat({
-  baseDirectory: __dirname,
-  recommendedConfig: js.configs.recommended,
-  allConfig: js.configs.all,
-});
 
-export default [
+export default typescriptEslint.config([
+  eslintPluginUnicorn.configs.recommended,
+  eslintPluginPrettierRecommended,
+  js.configs.recommended,
+  typescriptEslint.configs.recommended,
   {
     ignores: ['eslint.config.mjs'],
   },
-  ...compat.extends(
-    'plugin:@typescript-eslint/recommended',
-    'plugin:prettier/recommended',
-    'plugin:unicorn/recommended',
-  ),
   {
-    plugins: {
-      '@typescript-eslint': typescriptEslint,
-    },
-
     languageOptions: {
       globals: {
         ...globals.node,
       },
 
-      parser: tsParser,
+      parser: typescriptEslint.parser,
       ecmaVersion: 5,
       sourceType: 'module',
 
@@ -62,4 +52,4 @@ export default [
       'object-shorthand': ['error', 'always'],
     },
   },
-];
+]);

e2e/package.json

@@ -1,6 +1,6 @@
 {
   "name": "immich-e2e",
-  "version": "1.130.1",
+  "version": "1.131.3",
   "description": "",
   "main": "index.js",
   "type": "module",
@@ -25,18 +25,16 @@
     "@immich/sdk": "file:../open-api/typescript-sdk",
     "@playwright/test": "^1.44.1",
     "@types/luxon": "^3.4.2",
-    "@types/node": "^22.13.10",
+    "@types/node": "^22.14.0",
     "@types/oidc-provider": "^8.5.1",
     "@types/pg": "^8.11.0",
     "@types/pngjs": "^6.0.4",
     "@types/supertest": "^6.0.2",
-    "@typescript-eslint/eslint-plugin": "^8.15.0",
-    "@typescript-eslint/parser": "^8.15.0",
     "@vitest/coverage-v8": "^3.0.0",
     "eslint": "^9.14.0",
     "eslint-config-prettier": "^10.0.0",
     "eslint-plugin-prettier": "^5.1.3",
-    "eslint-plugin-unicorn": "^56.0.1",
+    "eslint-plugin-unicorn": "^57.0.0",
     "exiftool-vendored": "^28.3.1",
     "globals": "^16.0.0",
     "jose": "^5.6.3",
@@ -49,6 +47,7 @@
     "socket.io-client": "^4.7.4",
     "supertest": "^7.0.0",
     "typescript": "^5.3.3",
+    "typescript-eslint": "^8.28.0",
     "utimes": "^5.2.1",
     "vitest": "^3.0.0"
   },

e2e/src/api/specs/asset.e2e-spec.ts

@@ -1141,7 +1141,7 @@ describe('/asset', () => {
             fNumber: 8,
             focalLength: 97,
             iso: 100,
-            lensModel: 'E PZ 18-105mm F4 G OSS',
+            lensModel: 'Sony E PZ 18-105mm F4 G OSS',
             fileSizeInByte: 25_001_984,
             dateTimeOriginal: '2016-09-27T10:51:44+00:00',
             orientation: '1',
@@ -1163,7 +1163,7 @@ describe('/asset', () => {
             fNumber: 22,
             focalLength: 25,
             iso: 100,
-            lensModel: 'E 25mm F2',
+            lensModel: 'Zeiss Batis 25mm F2',
             fileSizeInByte: 49_512_448,
             dateTimeOriginal: '2016-01-08T14:08:01+00:00',
             orientation: '1',
@@ -1234,7 +1234,7 @@ describe('/asset', () => {
             focalLength: 18.3,
             iso: 100,
             latitude: 36.613_24,
-            lensModel: 'GR LENS 18.3mm F2.8',
+            lensModel: '18.3mm F2.8',
             longitude: -121.897_85,
             make: 'RICOH IMAGING COMPANY, LTD.',
             model: 'RICOH GR III',
@@ -1257,6 +1257,7 @@ describe('/asset', () => {
 
       for (const { id, status } of assets) {
         expect(status).toBe(AssetMediaStatus.Created);
+        // longer timeout as the thumbnail generation from full-size raw files can take a while
         await utils.waitForWebsocketEvent({ event: 'assetUpload', id });
       }
 

e2e/src/api/specs/library.e2e-spec.ts

@@ -329,7 +329,7 @@ describe('/libraries', () => {
       const library = await utils.createLibrary(admin.accessToken, {
         ownerId: admin.userId,
         importPaths: [`${testAssetDirInternal}/temp`],
-        exclusionPatterns: ['**/directoryA'],
+        exclusionPatterns: ['**/directoryA/**'],
       });
 
       await utils.scan(admin.accessToken, library.id);
@@ -337,7 +337,82 @@ describe('/libraries', () => {
       const { assets } = await utils.searchAssets(admin.accessToken, { libraryId: library.id });
 
       expect(assets.count).toBe(1);
-      expect(assets.items[0].originalPath.includes('directoryB'));
+
+      expect(assets.items).toEqual(
+        expect.arrayContaining([
+          expect.objectContaining({ originalPath: expect.stringContaining('directoryB/assetB.png') }),
+        ]),
+      );
+    });
+
+    it('should scan external library with multiple exclusion patterns', async () => {
+      const library = await utils.createLibrary(admin.accessToken, {
+        ownerId: admin.userId,
+        importPaths: [`${testAssetDirInternal}/temp`],
+        exclusionPatterns: ['**/directoryA/**', '**/directoryB/**'],
+      });
+
+      await utils.scan(admin.accessToken, library.id);
+
+      const { assets } = await utils.searchAssets(admin.accessToken, { libraryId: library.id });
+
+      expect(assets.count).toBe(0);
+
+      expect(assets.items).toEqual([]);
+    });
+
+    it('should remove assets covered by a new exclusion pattern', async () => {
+      const library = await utils.createLibrary(admin.accessToken, {
+        ownerId: admin.userId,
+        importPaths: [`${testAssetDirInternal}/temp`],
+      });
+
+      await utils.scan(admin.accessToken, library.id);
+
+      {
+        const { assets } = await utils.searchAssets(admin.accessToken, { libraryId: library.id });
+
+        expect(assets.count).toBe(2);
+
+        expect(assets.items).toEqual(
+          expect.arrayContaining([
+            expect.objectContaining({ originalPath: expect.stringContaining('directoryA/assetA.png') }),
+            expect.objectContaining({ originalPath: expect.stringContaining('directoryB/assetB.png') }),
+          ]),
+        );
+      }
+
+      await utils.updateLibrary(admin.accessToken, library.id, {
+        exclusionPatterns: ['**/directoryA/**'],
+      });
+
+      await utils.scan(admin.accessToken, library.id);
+
+      {
+        const { assets } = await utils.searchAssets(admin.accessToken, { libraryId: library.id });
+
+        expect(assets.count).toBe(1);
+
+        expect(assets.items).toEqual(
+          expect.arrayContaining([
+            expect.objectContaining({ originalPath: expect.stringContaining('directoryB/assetB.png') }),
+          ]),
+        );
+      }
+
+      await utils.updateLibrary(admin.accessToken, library.id, {
+        exclusionPatterns: ['**/directoryA/**', '**/directoryB/**'],
+      });
+
+      await utils.scan(admin.accessToken, library.id);
+
+      {
+        const { assets } = await utils.searchAssets(admin.accessToken, { libraryId: library.id });
+
+        expect(assets.count).toBe(0);
+
+        expect(assets.items).toEqual([]);
+      }
     });
 
     it('should scan multiple import paths', async () => {
@@ -454,6 +529,133 @@ describe('/libraries', () => {
       utils.removeImageFile(`${testAssetDir}/temp/folder${char}2/asset2.png`);
     });
 
+    it('should respect exclusion patterns when using multiple import paths', async () => {
+      // https://github.com/immich-app/immich/issues/17121
+      const library = await utils.createLibrary(admin.accessToken, {
+        ownerId: admin.userId,
+        importPaths: [`${testAssetDirInternal}/temp/exclusion/`, `${testAssetDirInternal}/temp/exclusion2/`],
+      });
+
+      const excludedFolder = `Raw`;
+
+      utils.createImageFile(`${testAssetDir}/temp/exclusion/asset1.png`);
+      utils.createImageFile(`${testAssetDir}/temp/exclusion/${excludedFolder}/asset2.png`);
+
+      await utils.scan(admin.accessToken, library.id);
+
+      {
+        const { assets } = await utils.searchAssets(admin.accessToken, { libraryId: library.id });
+
+        expect(assets.items).toEqual(
+          expect.arrayContaining([
+            expect.objectContaining({ originalPath: expect.stringContaining(`/asset1.png`) }),
+            expect.objectContaining({ originalPath: expect.stringContaining(`${excludedFolder}/asset2.png`) }),
+          ]),
+        );
+      }
+
+      await utils.scan(admin.accessToken, library.id);
+
+      {
+        const { assets } = await utils.searchAssets(admin.accessToken, { libraryId: library.id });
+
+        expect(assets.items).toEqual(
+          expect.arrayContaining([
+            expect.objectContaining({ originalPath: expect.stringContaining(`/asset1.png`) }),
+            expect.objectContaining({ originalPath: expect.stringContaining(`${excludedFolder}/asset2.png`) }),
+          ]),
+        );
+      }
+
+      await utils.updateLibrary(admin.accessToken, library.id, { exclusionPatterns: [`**/${excludedFolder}/**`] });
+      await utils.scan(admin.accessToken, library.id);
+
+      {
+        const { assets } = await utils.searchAssets(admin.accessToken, { libraryId: library.id });
+
+        expect(assets.items).toEqual([
+          expect.objectContaining({ originalPath: expect.stringContaining(`/asset1.png`) }),
+        ]);
+      }
+
+      await utils.scan(admin.accessToken, library.id);
+
+      {
+        const { assets } = await utils.searchAssets(admin.accessToken, { libraryId: library.id });
+
+        expect(assets.items).toEqual([
+          expect.objectContaining({ originalPath: expect.stringContaining(`/asset1.png`) }),
+        ]);
+      }
+
+      utils.removeImageFile(`${testAssetDir}/temp/exclusion/asset1.png`);
+      utils.removeImageFile(`${testAssetDir}/temp/exclusion/${excludedFolder}/asset2.png`);
+    });
+
+    const annoyingExclusionPatterns = ['@', '#', '$', '%', '^', '&', '='];
+
+    it.each(annoyingExclusionPatterns)('should support exclusion patterns with %s', async (char) => {
+      const library = await utils.createLibrary(admin.accessToken, {
+        ownerId: admin.userId,
+        importPaths: [`${testAssetDirInternal}/temp/exclusion/`],
+      });
+
+      const excludedFolder = `${char}folder`;
+
+      utils.createImageFile(`${testAssetDir}/temp/exclusion/asset1.png`);
+      utils.createImageFile(`${testAssetDir}/temp/exclusion/${excludedFolder}/asset2.png`);
+
+      await utils.scan(admin.accessToken, library.id);
+
+      {
+        const { assets } = await utils.searchAssets(admin.accessToken, { libraryId: library.id });
+
+        expect(assets.items).toEqual(
+          expect.arrayContaining([
+            expect.objectContaining({ originalPath: expect.stringContaining(`/asset1.png`) }),
+            expect.objectContaining({ originalPath: expect.stringContaining(`${excludedFolder}/asset2.png`) }),
+          ]),
+        );
+      }
+
+      await utils.scan(admin.accessToken, library.id);
+
+      {
+        const { assets } = await utils.searchAssets(admin.accessToken, { libraryId: library.id });
+
+        expect(assets.items).toEqual(
+          expect.arrayContaining([
+            expect.objectContaining({ originalPath: expect.stringContaining(`/asset1.png`) }),
+            expect.objectContaining({ originalPath: expect.stringContaining(`${excludedFolder}/asset2.png`) }),
+          ]),
+        );
+      }
+
+      await utils.updateLibrary(admin.accessToken, library.id, { exclusionPatterns: [`**/${excludedFolder}/**`] });
+      await utils.scan(admin.accessToken, library.id);
+
+      {
+        const { assets } = await utils.searchAssets(admin.accessToken, { libraryId: library.id });
+
+        expect(assets.items).toEqual([
+          expect.objectContaining({ originalPath: expect.stringContaining(`/asset1.png`) }),
+        ]);
+      }
+
+      await utils.scan(admin.accessToken, library.id);
+
+      {
+        const { assets } = await utils.searchAssets(admin.accessToken, { libraryId: library.id });
+
+        expect(assets.items).toEqual([
+          expect.objectContaining({ originalPath: expect.stringContaining(`/asset1.png`) }),
+        ]);
+      }
+
+      utils.removeImageFile(`${testAssetDir}/temp/exclusion/asset1.png`);
+      utils.removeImageFile(`${testAssetDir}/temp/exclusion/${excludedFolder}/asset2.png`);
+    });
+
     it('should reimport a modified file', async () => {
       const library = await utils.createLibrary(admin.accessToken, {
         ownerId: admin.userId,

e2e/src/api/specs/shared-link.e2e-spec.ts

@@ -117,7 +117,7 @@ describe('/shared-links', () => {
       const resp = await request(shareUrl).get(`/${linkWithAssets.key}`);
       expect(resp.status).toBe(200);
       expect(resp.header['content-type']).toContain('text/html');
-      expect(resp.text).toContain(`<meta property="og:image" content="http://`);
+      expect(resp.text).toContain(`<meta property="og:image" content="https://my.immich.app`);
     });
   });
 
@@ -246,15 +246,7 @@ describe('/shared-links', () => {
       const { status, body } = await request(app).get('/shared-links/me').query({ key: linkWithMetadata.key });
 
       expect(status).toBe(200);
-      expect(body.assets).toHaveLength(1);
-      expect(body.assets[0]).toEqual(
-        expect.objectContaining({
-          originalFileName: 'example.png',
-          localDateTime: expect.any(String),
-          fileCreatedAt: expect.any(String),
-          exifInfo: expect.any(Object),
-        }),
-      );
+      expect(body.assets).toHaveLength(0);
       expect(body.album).toBeDefined();
     });
 

e2e/src/cli/specs/upload.e2e-spec.ts

@@ -22,7 +22,7 @@ const tests: Test[] = [
   },
   {
     test: 'should support paths with an asterisk',
-    paths: [`/photos\*/image1.jpg`],
+    paths: [`/photos*/image1.jpg`],
     files: {
       '/photos*/image1.jpg': true,
       '/photos*/image2.jpg': false,
@@ -40,7 +40,7 @@ const tests: Test[] = [
   },
   {
     test: 'should support paths with a single quote',
-    paths: [`/photos\'/image1.jpg`],
+    paths: [`/photos'/image1.jpg`],
     files: {
       "/photos'/image1.jpg": true,
       "/photos'/image2.jpg": false,
@@ -49,7 +49,7 @@ const tests: Test[] = [
   },
   {
     test: 'should support paths with a double quote',
-    paths: [`/photos\"/image1.jpg`],
+    paths: [`/photos"/image1.jpg`],
     files: {
       '/photos"/image1.jpg': true,
       '/photos"/image2.jpg': false,
@@ -67,7 +67,7 @@ const tests: Test[] = [
   },
   {
     test: 'should support paths with an opening brace',
-    paths: [`/photos\{/image1.jpg`],
+    paths: [`/photos{/image1.jpg`],
     files: {
       '/photos{/image1.jpg': true,
       '/photos{/image2.jpg': false,
@@ -76,7 +76,7 @@ const tests: Test[] = [
   },
   {
     test: 'should support paths with a closing brace',
-    paths: [`/photos\}/image1.jpg`],
+    paths: [`/photos}/image1.jpg`],
     files: {
       '/photos}/image1.jpg': true,
       '/photos}/image2.jpg': false,

e2e/src/utils.ts

@@ -537,6 +537,7 @@ export const utils = {
   },
 
   waitForQueueFinish: (accessToken: string, queue: keyof AllJobStatusResponseDto, ms?: number) => {
+    // eslint-disable-next-line no-async-promise-executor
     return new Promise<void>(async (resolve, reject) => {
       const timeout = setTimeout(() => reject(new Error('Timed out waiting for queue to empty')), ms || 10_000);
 

e2e/src/web/specs/photo-viewer.e2e-spec.ts

@@ -8,12 +8,14 @@ function imageLocator(page: Page) {
 test.describe('Photo Viewer', () => {
   let admin: LoginResponseDto;
   let asset: AssetMediaResponseDto;
+  let rawAsset: AssetMediaResponseDto;
 
   test.beforeAll(async () => {
     utils.initSdk();
     await utils.resetDatabase();
     admin = await utils.adminSetup();
     asset = await utils.createAsset(admin.accessToken);
+    rawAsset = await utils.createAsset(admin.accessToken, { assetData: { filename: 'test.arw' } });
   });
 
   test.beforeEach(async ({ context, page }) => {
@@ -36,7 +38,7 @@ test.describe('Photo Viewer', () => {
     await expect(page.getByTestId('loading-spinner')).toBeVisible();
   });
 
-  test('loads high resolution photo when zoomed', async ({ page }) => {
+  test('loads original photo when zoomed', async ({ page }) => {
     await page.goto(`/photos/${asset.id}`);
     await expect.poll(async () => await imageLocator(page).getAttribute('src')).toContain('thumbnail');
     const box = await imageLocator(page).boundingBox();
@@ -47,6 +49,17 @@ test.describe('Photo Viewer', () => {
     await expect.poll(async () => await imageLocator(page).getAttribute('src')).toContain('original');
   });
 
+  test('loads fullsize image when zoomed and original is web-incompatible', async ({ page }) => {
+    await page.goto(`/photos/${rawAsset.id}`);
+    await expect.poll(async () => await imageLocator(page).getAttribute('src')).toContain('thumbnail');
+    const box = await imageLocator(page).boundingBox();
+    expect(box).toBeTruthy();
+    const { x, y, width, height } = box!;
+    await page.mouse.move(x + width / 2, y + height / 2);
+    await page.mouse.wheel(0, -1);
+    await expect.poll(async () => await imageLocator(page).getAttribute('src')).toContain('fullsize');
+  });
+
   test('reloads photo when checksum changes', async ({ page }) => {
     await page.goto(`/photos/${asset.id}`);
     await expect.poll(async () => await imageLocator(page).getAttribute('src')).toContain('thumbnail');

e2e/src/web/specs/shared-link.e2e-spec.ts

@@ -48,7 +48,7 @@ test.describe('Shared Links', () => {
     await page.waitForSelector('[data-group] svg');
     await page.getByRole('checkbox').click();
     await page.getByRole('button', { name: 'Download' }).click();
-    await page.getByText('DOWNLOADING', { exact: true }).waitFor();
+    await page.waitForEvent('download');
   });
 
   test('download all from shared link', async ({ page }) => {
@@ -56,6 +56,7 @@ test.describe('Shared Links', () => {
     await page.getByRole('heading', { name: 'Test Album' }).waitFor();
     await page.getByRole('button', { name: 'Download' }).click();
     await page.getByText('DOWNLOADING', { exact: true }).waitFor();
+    await page.waitForEvent('download');
   });
 
   test('enter password for a shared link', async ({ page }) => {

i18n/bg.json

@@ -1374,4 +1374,4 @@
   "yes": "Да",
   "you_dont_have_any_shared_links": "Нямате споделени връзки",
   "zoom_image": "Увеличаване на изображението"
-}
+}

i18n/bi.json

@@ -1,20 +1,22 @@
 {
-  "account": "",
-  "account_settings": "",
-  "acknowledge": "",
+  "about": "abaot",
+  "account": "Akaont",
+  "account_settings": "Seting blo Akaont",
+  "acknowledge": "Akcept",
   "action": "",
   "actions": "",
-  "active": "",
-  "activity": "",
-  "add": "",
-  "add_a_description": "",
-  "add_a_location": "",
-  "add_a_name": "",
-  "add_a_title": "",
-  "add_exclusion_pattern": "",
-  "add_import_path": "",
-  "add_location": "",
-  "add_more_users": "",
+  "active": "Stap Mekem",
+  "activity": "Wanem hemi Mekem",
+  "activity_changed": "WAnem hemi Mekem hemi",
+  "add": "Ad",
+  "add_a_description": "Putem Description blo hem",
+  "add_a_location": "Putem place blo hem",
+  "add_a_name": "Putem nam blo hem",
+  "add_a_title": "Putem wan name blo hem",
+  "add_exclusion_pattern": "Putem wan paten wae hemi karem aot",
+  "add_import_path": "Putem wan pat blo import",
+  "add_location": "Putem wan place blo hem",
+  "add_more_users": "Putem mor man",
   "add_partner": "",
   "add_path": "",
   "add_photos": "",

i18n/et.json

@@ -66,6 +66,11 @@
     "forcing_refresh_library_files": "Kogu kõigi failide sundvärskendamine",
     "image_format": "Formaat",
     "image_format_description": "WebP failid on väiksemad kui JPEG, aga kodeerimine on aeglasem.",
+    "image_fullsize_description": "Täismõõdus pilt ilma metaandmeteta, kasutatakse sisse suumimisel",
+    "image_fullsize_enabled": "Luba täismõõdus piltide genereerimine",
+    "image_fullsize_enabled_description": "Genereeri mitte-veebisõbralike formaatide jaoks täismõõdus pilt. Kui \"Eelista manustatud eelvaadet\" on lubatud, kasutatakse manustatud eelvaateid otse ilma teisendamiseta. Ei mõjuta veebisõbralikke formaate nagu JPEG.",
+    "image_fullsize_quality_description": "Täismõõdus pildi kvaliteet vahemikus 1-100. Kõrgem väärtus on parem, aga tulemuseks on suuremad failid.",
+    "image_fullsize_title": "Täismõõdus pildi seaded",
     "image_prefer_embedded_preview": "Eelista manustatud eelvaadet",
     "image_prefer_embedded_preview_setting_description": "Kasuta pilditöötluse sisendina võimalusel RAW fotodesse manustatud eelvaateid. See võib mõnede piltide puhul anda tulemuseks täpsemad värvid, aga eelvaate kvaliteet sõltub konkreetsest kaamerast ning pildis võib olla rohkem tihendusmüra.",
     "image_prefer_wide_gamut": "Eelista laia värvigammat",
@@ -859,6 +864,7 @@
   "loop_videos": "Taasesita videod",
   "loop_videos_description": "Lülita sisse, et detailvaates videot automaatselt taasesitada.",
   "main_branch_warning": "Sa kasutad arendusversiooni; soovitame tungivalt kasutada väljalaskeversiooni!",
+  "main_menu": "Peamenüü",
   "make": "Mark",
   "manage_shared_links": "Halda jagatud linke",
   "manage_sharing_with_partners": "Halda partneritega jagamist",

i18n/eu.json

@@ -0,0 +1 @@
+{}

i18n/fa.json

@@ -926,4 +926,4 @@
   "yes": "بله",
   "you_dont_have_any_shared_links": "",
   "zoom_image": "بزرگنمایی تصویر"
-}
+}

i18n/gl.json

@@ -1,4 +1,9 @@
 {
+  "about": "Acerca de",
+  "account": "Conta",
+  "account_settings": "Configuración da conta",
+  "acknowledge": "De acordo",
+  "action": "Acción",
   "action_common_back": "Back",
   "action_common_cancel": "Cancel",
   "action_common_clear": "Clear",
@@ -6,10 +11,56 @@
   "action_common_save": "Save",
   "action_common_select": "Select",
   "action_common_update": "Update",
-  "add_a_name": "Add a name",
+  "actions": "Accións",
+  "active": "Activo",
+  "activity": "Actividade",
+  "activity_changed": "A actividade está {enabled, select, true {habilitada} other {deshabilitada}}",
+  "add": "Engadir",
+  "add_a_description": "Engadir unha descrición",
+  "add_a_location": "Engadir unha localización",
+  "add_a_name": "Engadir un nome",
+  "add_a_title": "Engadir un título",
   "add_endpoint": "Add endpoint",
+  "add_exclusion_pattern": "Engadir patrón de exclusión",
+  "add_import_path": "Engadir ruta de importación",
+  "add_location": "Engadir localización",
+  "add_more_users": "Engadir máis usuarios",
+  "add_partner": "Engadir compañeiro",
+  "add_path": "Engadir ruta",
+  "add_photos": "Engadir fotos",
+  "add_to": "Engadir a…",
+  "add_to_album": "Engadir ao álbum",
   "add_to_album_bottom_sheet_added": "Added to {album}",
   "add_to_album_bottom_sheet_already_exists": "Already in {album}",
+  "add_to_shared_album": "Engadir ao álbum compartido",
+  "add_url": "Engadir URL",
+  "added_to_archive": "Engadido ao arquivo",
+  "added_to_favorites": "Engadido a favoritos",
+  "added_to_favorites_count": "Engadidos {count, number} a favoritos",
+  "admin": {
+    "authentication_settings": "Configuración de autenticación",
+    "authentication_settings_description": "Xestionar contrasinal, OAuth e outros parámetros de autenticación",
+    "authentication_settings_disable_all": "Estás seguro de deshabilitar todos os métodos de inicio de sesión? Iniciar a sesión quedará completamente deshabilitado.",
+    "authentication_settings_reenable": "Para rehabilitala, usa un <link>Comando do servidor</link>.",
+    "background_task_job": "Tarefas en segundo plano",
+    "backup_database": "Respaldo da base de datos",
+    "backup_database_enable_description": "Habilitar as copias de seguridade da base de datos",
+    "backup_keep_last_amount": "Cantidade de copias de seguridade previas a manter",
+    "backup_settings": "Configuración de copias de seguridade",
+    "backup_settings_description": "Xestionar a configuración das copias de seguridade da base de datos",
+    "check_all": "Comprobar todo",
+    "cleared_jobs": "Traballos borrados para: {job}",
+    "config_set_by_file": "As configuracións están actualmente seleccionadas por un ficheiro de configuracións",
+    "confirm_delete_library": "Estás seguro de que queres eliminar a biblioteca {library}?",
+    "exclusion_pattern_description": "Os patróns de exclusión permítenche ignorar ficheiros e cartafoles ao escanear a túa biblioteca. Isto é útil se tes cartafoles que conteñen ficheiros que non queres importar, coma ficheiros RAW.",
+    "external_library_created_at": "Biblioteca externa (creada o {date})",
+    "external_library_management": "Xestión de bibliotecas externas",
+    "face_detection": "Detección de caras",
+    "job_settings": "Configuración de tarefas",
+    "job_settings_description": "Administrar tarefas simultáneas",
+    "job_status": "Estado da tarefa",
+    "jobs_failed": "{jobCount, one {# errado}, plural, other {# errados}}"
+  },
   "advanced_settings_log_level_title": "Log level: {}",
   "advanced_settings_prefer_remote_subtitle": "Some devices are painfully slow to load thumbnails from assets on the device. Activate this setting to load remote images instead.",
   "advanced_settings_prefer_remote_title": "Prefer remote images",
@@ -21,14 +72,16 @@
   "advanced_settings_tile_title": "Advanced",
   "advanced_settings_troubleshooting_subtitle": "Enable additional features for troubleshooting",
   "advanced_settings_troubleshooting_title": "Troubleshooting",
+  "album_info": "{} items",
   "album_info_card_backup_album_excluded": "EXCLUDED",
   "album_info_card_backup_album_included": "INCLUDED",
-  "albums": "Albums",
+  "album_info_shared": "{} items · Shared",
   "album_thumbnail_card_item": "1 item",
   "album_thumbnail_card_items": "{} items",
   "album_thumbnail_card_shared": " · Shared",
   "album_thumbnail_owned": "Owned",
   "album_thumbnail_shared_by": "Shared by {}",
+  "album_thumbnails": "Library page thumbnails ({} assets)",
   "album_viewer_appbar_delete_confirm": "Are you sure you want to delete this album from your account?",
   "album_viewer_appbar_share_delete": "Delete album",
   "album_viewer_appbar_share_err_delete": "Failed to delete album",
@@ -39,15 +92,26 @@
   "album_viewer_appbar_share_remove": "Remove from album",
   "album_viewer_appbar_share_to": "Share To",
   "album_viewer_page_share_add_users": "Add users",
+  "albums": "Backup Albums",
   "all": "All",
   "all_people_page_title": "People",
   "all_videos_page_title": "Videos",
   "app_bar_signout_dialog_content": "Are you sure you want to sign out?",
   "app_bar_signout_dialog_ok": "Yes",
   "app_bar_signout_dialog_title": "Sign out",
-  "archived": "Archived",
+  "appbar_delete_confirm": "Are you sure you want to delete this album from your account?",
+  "appbar_share_delete": "Delete album",
+  "appbar_share_err_delete": "Failed to delete album",
+  "appbar_share_err_leave": "Failed to leave album",
+  "appbar_share_err_remove": "There are problems in removing assets from album",
+  "appbar_share_err_title": "Failed to change album title",
+  "appbar_share_leave": "Leave album",
+  "appbar_share_remove": "Remove from album",
+  "appbar_share_to": "Share To",
+  "archive": "Archive",
   "archive_page_no_archived_assets": "No archived assets found",
   "archive_page_title": "Archive ({})",
+  "archived": "Archived",
   "asset_action_delete_err_read_only": "Cannot delete read only asset(s), skipping",
   "asset_action_share_err_offline": "Cannot fetch offline asset(s), skipping",
   "asset_list_group_by_sub_title": "Group by",
@@ -59,19 +123,41 @@
   "asset_list_layout_sub_title": "Layout",
   "asset_list_settings_subtitle": "Photo grid layout settings",
   "asset_list_settings_title": "Photo Grid",
+  "asset_list_storage_indicator_title": "Show storage indicator on asset tiles",
+  "asset_list_tiles_per_row_title": "Number of assets per row ({})",
   "asset_restored_successfully": "Asset restored successfully",
+  "asset_viewer_settings_subtitle": "Manage your gallery viewer settings",
+  "asset_viewer_settings_title": "Asset Viewer",
   "assets_deleted_permanently": "{} asset(s) deleted permanently",
   "assets_deleted_permanently_from_server": "{} asset(s) deleted permanently from the Immich server",
   "assets_removed_permanently_from_device": "{} asset(s) removed permanently from your device",
   "assets_restored_successfully": "{} asset(s) restored successfully",
   "assets_trashed": "{} asset(s) trashed",
   "assets_trashed_from_server": "{} asset(s) trashed from the Immich server",
-  "asset_viewer_settings_subtitle": "Manage your gallery viewer settings",
-  "asset_viewer_settings_title": "Asset Viewer",
   "automatic_endpoint_switching_subtitle": "Connect locally over designated Wi-Fi when available and use alternative connections elsewhere",
   "automatic_endpoint_switching_title": "Automatic URL switching",
+  "back": "Back",
+  "background_app_refresh_disabled_content": "Enable background app refresh in Settings > General > Background App Refresh in order to use background backup.",
+  "background_app_refresh_disabled_title": "Background app refresh disabled",
+  "background_app_refresh_enable_button_text": "Go to settings",
+  "background_battery_info_link": "Show me how",
+  "background_battery_info_message": "For the best background backup experience, please disable any battery optimizations restricting background activity for Immich.\n\nSince this is device-specific, please lookup the required information for your device manufacturer.",
+  "background_battery_info_ok": "OK",
+  "background_battery_info_title": "Battery optimizations",
+  "background_charging": "Only while charging",
+  "background_configure_error": "Failed to configure the background service",
+  "background_delay": "Delay new assets backup: {}",
+  "background_description": "Turn on the background service to automatically backup any new assets without needing to open the app",
+  "background_is_off": "Automatic background backup is off",
+  "background_is_on": "Automatic background backup is on",
   "background_location_permission": "Background location permission",
   "background_location_permission_content": "In order to switch networks when running in the background, Immich must *always* have precise location access so the app can read the Wi-Fi network's name",
+  "background_turn_off": "Turn off background service",
+  "background_turn_on": "Turn on background service",
+  "background_wifi": "Only on WiFi",
+  "backup": "Backup",
+  "backup_album_excluded": "EXCLUDED",
+  "backup_album_included": "INCLUDED",
   "backup_album_selection_page_albums_device": "Albums on device ({})",
   "backup_album_selection_page_albums_tap": "Tap to include, double tap to exclude",
   "backup_album_selection_page_assets_scatter": "Assets can scatter across multiple albums. Thus, albums can be included or excluded during the backup process.",
@@ -137,7 +223,9 @@
   "backup_manual_success": "Success",
   "backup_manual_title": "Upload status",
   "backup_options_page_title": "Backup options",
+  "backup_selected": "Selected: ",
   "backup_setting_subtitle": "Manage background and foreground upload settings",
+  "backup_sub": "Backed up photos and videos",
   "cache_settings_album_thumbnails": "Library page thumbnails ({} assets)",
   "cache_settings_clear_cache_button": "Clear cache",
   "cache_settings_clear_cache_button_title": "Clears the app's cache. This will significantly impact the app's performance until the cache has rebuilt.",
@@ -158,6 +246,7 @@
   "cache_settings_title": "Caching Settings",
   "cancel": "Cancel",
   "canceled": "Canceled",
+  "categories": "Categories",
   "change_display_order": "Change display order",
   "change_password_form_confirm_password": "Confirm Password",
   "change_password_form_description": "Hi {name},\n\nThis is either the first time you are signing into the system or a request has been made to change your password. Please enter the new password below.",
@@ -167,6 +256,9 @@
   "check_corrupt_asset_backup": "Check for corrupt asset backups",
   "check_corrupt_asset_backup_button": "Perform check",
   "check_corrupt_asset_backup_description": "Run this check only over Wi-Fi and once all assets have been backed-up. The procedure might take a few minutes.",
+  "clear": "Clear",
+  "clear_cache_button": "Clear cache",
+  "clear_cache_button_title": "Clears the app's cache. This will significantly impact the app's performance until the cache has rebuilt.",
   "client_cert_dialog_msg_confirm": "OK",
   "client_cert_enter_password": "Enter Password",
   "client_cert_import": "Import",
@@ -176,12 +268,15 @@
   "client_cert_remove_msg": "Client certificate is removed",
   "client_cert_subtitle": "Supports PKCS12 (.p12, .pfx) format only. Certificate Import/Remove is available only before login",
   "client_cert_title": "SSL Client Certificate (EXPERIMENTAL)",
+  "colorful_interface_subtitle": "Apply primary color to background surfaces.",
+  "colorful_interface_title": "Colorful interface",
   "common_add_to_album": "Add to album",
   "common_change_password": "Change Password",
   "common_create_new_album": "Create new album",
   "common_server_error": "Please check your network connection, make sure the server is reachable and app/server versions are compatible.",
   "common_shared": "Shared",
   "completed": "Completed",
+  "confirm": "Confirm",
   "contextual_search": "Sunrise on the beach",
   "control_bottom_app_bar_add_to_album": "Add to album",
   "control_bottom_app_bar_album_info": "{} items",
@@ -206,17 +301,21 @@
   "create_album": "Create album",
   "create_album_page_untitled": "Untitled",
   "create_new": "CREATE NEW",
+  "create_new_album": "Create new album",
   "create_shared_album_page_create": "Create",
   "create_shared_album_page_share": "Share",
   "create_shared_album_page_share_add_assets": "ADD ASSETS",
   "create_shared_album_page_share_select_photos": "Select Photos",
+  "created": "Created on: {}",
   "crop": "Crop",
   "curated_location_page_title": "Places",
   "curated_object_page_title": "Things",
   "current_server_address": "Current server address",
   "daily_title_text_date": "E, MMM dd",
   "daily_title_text_date_year": "E, MMM dd, yyyy",
+  "dark_mode_switch": "Dark mode",
   "date_format": "E, LLL d, y • h:mm a",
+  "delete": "Delete",
   "delete_dialog_alert": "These items will be permanently deleted from Immich and from your device",
   "delete_dialog_alert_local": "These items will be permanently removed from your device but still be available on the Immich server",
   "delete_dialog_alert_local_non_backed_up": "Some of the items aren't backed up to Immich and will be permanently removed from your device",
@@ -225,12 +324,16 @@
   "delete_dialog_ok": "Delete",
   "delete_dialog_ok_force": "Delete Anyway",
   "delete_dialog_title": "Delete Permanently",
+  "delete_from_immich": "Delete from Immich",
+  "delete_from_local": "Delete from device",
   "delete_local_dialog_ok_backed_up_only": "Delete Backed Up Only",
   "delete_local_dialog_ok_force": "Delete Anyway",
   "delete_shared_link_dialog_content": "Are you sure you want to delete this shared link?",
   "delete_shared_link_dialog_title": "Delete Shared Link",
+  "desc_backup": "Turn on foreground backup to automatically upload new assets to the server when opening the app.",
   "description_input_hint_text": "Add description...",
   "description_input_submit_error": "Error updating description, check the log for more details",
+  "download": "Download",
   "download_canceled": "Download canceled",
   "download_complete": "Download complete",
   "download_enqueue": "Download enqueued",
@@ -238,23 +341,30 @@
   "download_failed": "Download failed",
   "download_filename": "file: {}",
   "download_finished": "Download finished",
-  "downloading": "Downloading...",
-  "downloading_media": "Downloading media",
   "download_notfound": "Download not found",
   "download_paused": "Download paused",
   "download_started": "Download started",
   "download_sucess": "Download success",
   "download_sucess_android": "The media has been downloaded to DCIM/Immich",
   "download_waiting_to_retry": "Waiting to retry",
+  "downloading": "Downloading...",
+  "downloading_media": "Downloading media",
+  "duplicated_assets_clear_button": "CLEAR",
+  "duplicated_assets_subtitle": "Photos and videos that are black listed by the app",
+  "duplicated_assets_title": "Duplicated Assets ({})",
+  "edit": "Edit",
   "edit_date_time_dialog_date_time": "Date and Time",
   "edit_date_time_dialog_timezone": "Timezone",
   "edit_image_title": "Edit",
+  "edit_location": "Edit Location",
   "edit_location_dialog_title": "Location",
+  "edit_time": "Edit Date & Time",
   "end_date": "End date",
   "enqueued": "Enqueued",
   "enter_wifi_name": "Enter WiFi name",
   "error_change_sort_album": "Failed to change album sort order",
   "error_saving_image": "Error: {}",
+  "excluded": "Excluded: ",
   "exif_bottom_sheet_description": "Add Description...",
   "exif_bottom_sheet_details": "DETAILS",
   "exif_bottom_sheet_location": "LOCATION",
@@ -268,13 +378,16 @@
   "external_network": "External network",
   "external_network_sheet_info": "When not on the preferred WiFi network, the app will connect to the server through the first of the below URLs it can reach, starting from top to bottom",
   "failed": "Failed",
+  "favorite": "Favorite",
   "favorites": "Favorites",
   "favorites_page_no_favorites": "No favorite assets found",
   "favorites_page_title": "Favorites",
+  "filename": "File name: {} [{}]",
   "filename_search": "File name or extension",
   "filter": "Filter",
   "get_wifiname_error": "Could not get Wi-Fi name. Make sure you have granted the necessary permissions and are connected to a Wi-Fi network",
   "grant_permission": "Grant permission",
+  "group_by_sub_title": "Group by",
   "haptic_feedback_switch": "Enable haptic feedback",
   "haptic_feedback_title": "Haptic Feedback",
   "header_settings_add_header_tip": "Add Header",
@@ -298,15 +411,26 @@
   "home_page_first_time_notice": "If this is your first time using the app, please make sure to choose a backup album(s) so that the timeline can populate photos and videos in the album(s).",
   "home_page_share_err_local": "Can not share local assets via link, skipping",
   "home_page_upload_err_limit": "Can only upload a maximum of 30 assets at a time, skipping",
+  "id": "ID: {}",
   "ignore_icloud_photos": "Ignore iCloud photos",
   "ignore_icloud_photos_description": "Photos that are stored on iCloud will not be uploaded to the Immich server",
+  "image_cache_size": "Image cache size ({} assets)",
   "image_saved_successfully": "Image saved",
   "image_viewer_page_state_provider_download_error": "Download Error",
   "image_viewer_page_state_provider_download_started": "Download Started",
   "image_viewer_page_state_provider_download_success": "Download Success",
   "image_viewer_page_state_provider_share_error": "Share Error",
+  "image_viewer_quality_subtitle": "Adjust the quality of the detail image viewer",
+  "image_viewer_quality_title": "Image viewer quality",
+  "info": "Backup Information",
   "invalid_date": "Invalid date",
   "invalid_date_format": "Invalid date format",
+  "layout_settings_dynamic_layout_title": "Dynamic layout",
+  "layout_settings_group_automatically": "Automatic",
+  "layout_settings_group_by": "Group assets by",
+  "layout_settings_group_by_month": "Month",
+  "layout_settings_group_by_month_day": "Month + day",
+  "layout_sub_title": "Layout",
   "library": "Library",
   "library_page_albums": "Albums",
   "library_page_archive": "Archive",
@@ -389,6 +513,7 @@
   "memories_year_ago": "A year ago",
   "memories_years_ago": "{} years ago",
   "monthly_title_text_date_format": "MMMM y",
+  "motion_photos": "Motion Photos",
   "motion_photos_page_title": "Motion Photos",
   "multiselect_grid_edit_date_time_err_read_only": "Cannot edit date of read only asset(s), skipping",
   "multiselect_grid_edit_gps_err_read_only": "Cannot edit location of read only asset(s), skipping",
@@ -397,14 +522,18 @@
   "networking_subtitle": "Manage the server endpoint settings",
   "no_assets_to_show": "No assets to show",
   "no_name": "No name",
+  "no_objects": "No Objects Info Available",
+  "no_places": "No Places Info Available",
+  "none_selected": "None selected",
+  "not_selected": "Not selected",
   "notification_permission_dialog_cancel": "Cancel",
   "notification_permission_dialog_content": "To enable notifications, go to Settings and select allow.",
   "notification_permission_dialog_settings": "Settings",
   "notification_permission_list_tile_content": "Grant permission to enable notifications.",
   "notification_permission_list_tile_enable_button": "Enable Notifications",
   "notification_permission_list_tile_title": "Notification Permission",
-  "not_selected": "Not selected",
   "on_this_device": "On this device",
+  "page_share_add_users": "Add users",
   "partner_list_user_photos": "{user}'s photos",
   "partner_list_view_all": "View all",
   "partner_page_add_partner": "Add partner",
@@ -429,9 +558,18 @@
   "permission_onboarding_permission_granted": "Permission granted! You are all set.",
   "permission_onboarding_permission_limited": "Permission limited. To let Immich backup and manage your entire gallery collection, grant photo and video permissions in Settings.",
   "permission_onboarding_request": "Immich requires permission to view your photos and videos.",
+  "person_add_name_dialog_cancel": "Cancel",
+  "person_add_name_dialog_hint": "Name",
+  "person_add_name_dialog_save": "Save",
+  "person_add_name_dialog_title": "Add a name",
+  "person_add_name_subtitle": "Find them fast by name with search",
+  "person_add_name_title": "Add a name",
+  "person_edit_name": "Edit name",
   "places": "Places",
   "preferences_settings_subtitle": "Manage the app's preferences",
   "preferences_settings_title": "Preferences",
+  "primary_color_subtitle": "Pick a color for primary actions and accents.",
+  "primary_color_title": "Primary color",
   "profile_drawer_app_logs": "Logs",
   "profile_drawer_client_out_of_date_major": "Mobile App is out of date. Please update to the latest major version.",
   "profile_drawer_client_out_of_date_minor": "Mobile App is out of date. Please update to the latest minor version.",
@@ -445,9 +583,12 @@
   "profile_drawer_trash": "Trash",
   "recently_added": "Recently added",
   "recently_added_page_title": "Recently Added",
+  "remainder": "Remainder",
+  "remainder_sub": "Remaining photos and videos to back up from selection",
   "save": "Save",
   "save_to_gallery": "Save to gallery",
   "scaffold_body_error_occurred": "Error occurred",
+  "screenshots": "Screenshots",
   "search_albums": "Search albums",
   "search_bar_hint": "Search your photos",
   "search_filter_apply": "Apply filter",
@@ -498,17 +639,21 @@
   "search_page_view_all_button": "View all",
   "search_page_your_activity": "Your activity",
   "search_page_your_map": "Your Map",
+  "search_photos_videos": "Search for your photos and videos",
   "search_result_page_new_search_hint": "New Search",
   "search_suggestion_list_smart_search_hint_1": "Smart search is enabled by default, to search for metadata use the syntax ",
   "search_suggestion_list_smart_search_hint_2": "m:your-search-term",
+  "select": "Select",
   "select_additional_user_for_sharing_page_suggestions": "Suggestions",
   "select_user_for_sharing_page_err_album": "Failed to create album",
   "select_user_for_sharing_page_share_suggestions": "Suggestions",
+  "selfies": "Selfies",
   "server_endpoint": "Server Endpoint",
   "server_info_box_app_version": "App Version",
   "server_info_box_latest_release": "Latest Version",
   "server_info_box_server_url": "Server URL",
   "server_info_box_server_version": "Server Version",
+  "server_storage": "Server Storage",
   "setting_image_viewer_help": "The detail viewer loads the small thumbnail first, then loads the medium-size preview (if enabled), finally loads the original (if enabled).",
   "setting_image_viewer_original_subtitle": "Enable to load the original full-resolution image (large!). Disable to reduce data usage (both network and on device cache).",
   "setting_image_viewer_original_title": "Load original image",
@@ -531,17 +676,24 @@
   "setting_notifications_total_progress_subtitle": "Overall upload progress (done/total assets)",
   "setting_notifications_total_progress_title": "Show background backup total progress",
   "setting_pages_app_bar_settings": "Settings",
-  "settings_require_restart": "Please restart Immich to apply this setting",
   "setting_video_viewer_looping_subtitle": "Enable to automatically loop a video in the detail viewer.",
   "setting_video_viewer_looping_title": "Looping",
   "setting_video_viewer_original_video_subtitle": "When streaming a video from the server, play the original even when a transcode is available. May lead to buffering. Videos available locally are played in original quality regardless of this setting.",
   "setting_video_viewer_original_video_title": "Force original video",
   "setting_video_viewer_title": "Videos",
+  "settings_require_restart": "Please restart Immich to apply this setting",
+  "settings_subtitle": "Photo grid layout settings",
+  "settings_title": "Photo Grid",
+  "share": "Share",
   "share_add": "Add",
   "share_add_photos": "Add photos",
   "share_add_title": "Add a title",
   "share_assets_selected": "{} selected",
   "share_create_album": "Create album",
+  "share_dialog_preparing": "Preparing...",
+  "share_done": "Done",
+  "share_invite": "Invite to album",
+  "share_to": "Share To",
   "shared_album_activities_input_disable": "Comment is disabled",
   "shared_album_activities_input_hint": "Say something",
   "shared_album_activity_remove_content": "Do you want to delete this activity?",
@@ -553,7 +705,6 @@
   "shared_album_section_people_action_remove_user": "Remove user from album",
   "shared_album_section_people_owner_label": "Owner",
   "shared_album_section_people_title": "PEOPLE",
-  "share_dialog_preparing": "Preparing...",
   "shared_intent_upload_button_progress_text": "{} / {} Uploaded",
   "shared_link_app_bar_title": "Shared Links",
   "shared_link_clipboard_copied_massage": "Copied to clipboard",
@@ -601,20 +752,32 @@
   "shared_link_manage_links": "Manage Shared links",
   "shared_link_public_album": "Public album",
   "shared_links": "Shared links",
-  "share_done": "Done",
   "shared_with_me": "Shared with me",
-  "share_invite": "Invite to album",
   "sharing_page_album": "Shared albums",
   "sharing_page_description": "Create shared albums to share photos and videos with people in your network.",
   "sharing_page_empty_list": "EMPTY LIST",
   "sharing_silver_appbar_create_shared_album": "New shared album",
-  "sharing_silver_appbar_shared_links": "Shared links",
   "sharing_silver_appbar_share_partner": "Share with partner",
+  "sharing_silver_appbar_shared_links": "Shared links",
+  "stack": "Stack",
+  "start_backup": "Start Backup",
   "start_date": "Start date",
+  "statistics_album": "Library thumbnails",
+  "statistics_assets": "{} assets ({})",
+  "statistics_full": "Full images",
+  "statistics_shared": "Shared album thumbnails",
+  "statistics_thumbnail": "Thumbnails",
+  "statistics_title": "Cache usage",
+  "status_off": "Automatic foreground backup is off",
+  "status_on": "Automatic foreground backup is on",
+  "storage_format": "{} of {} used",
+  "subtitle": "Control the caching behaviour of the Immich mobile application",
   "sync": "Sync",
   "sync_albums": "Sync albums",
   "sync_albums_manual_subtitle": "Sync all uploaded videos and photos to the selected backup albums",
   "sync_upload_album_setting_subtitle": "Create and upload your photos and videos to the selected albums on Immich",
+  "system_primary_color_title": "Use system color",
+  "system_theme_switch": "Automatic (Follow system setting)",
   "tab_controller_nav_library": "Library",
   "tab_controller_nav_photos": "Photos",
   "tab_controller_nav_search": "Search",
@@ -634,9 +797,22 @@
   "theme_setting_theme_title": "Theme",
   "theme_setting_three_stage_loading_subtitle": "Three-stage loading might increase the loading performance but causes significantly higher network load",
   "theme_setting_three_stage_loading_title": "Enable three-stage loading",
+  "theme_subtitle": "Choose the app's theme setting",
+  "theme_title": "Theme",
+  "things": "Things",
+  "three_stage_loading_subtitle": "Three-stage loading might increase the loading performance but causes significantly higher network load",
+  "three_stage_loading_title": "Enable three-stage loading",
+  "thumbnail_size": "Thumbnail cache size ({} assets)",
+  "tile_subtitle": "Control the local storage behaviour",
+  "tile_title": "Local Storage",
+  "title": "Caching Settings",
+  "to_backup": "Albums to be backed up",
+  "total": "Total",
+  "total_sub": "All unique photos and videos from selected albums",
   "translated_text_options": "Options",
   "trash": "Trash",
   "trash_emptied": "Emptied trash",
+  "trash_from_immich": "Move to Trash",
   "trash_page_delete": "Delete",
   "trash_page_delete_all": "Delete All",
   "trash_page_empty_trash_btn": "Empty trash",
@@ -649,13 +825,19 @@
   "trash_page_select_assets_btn": "Select assets",
   "trash_page_select_btn": "Select",
   "trash_page_title": "Trash ({})",
+  "turn_off": "Turn off foreground backup",
+  "turn_on": "Turn on foreground backup",
+  "unarchive": "Unarchive",
+  "unfavorite": "Unfavorite",
+  "update": "Update",
   "upload": "Upload",
   "upload_dialog_cancel": "Cancel",
   "upload_dialog_info": "Do you want to backup the selected Asset(s) to the server?",
   "upload_dialog_ok": "Upload",
   "upload_dialog_title": "Upload Asset",
-  "uploading": "Uploading",
   "upload_to_immich": "Upload to Immich ({})",
+  "uploading": "Uploading",
+  "uploading_file_info": "Uploading file info",
   "use_current_connection": "use current connection",
   "validate_endpoint_error": "Please enter a valid URL",
   "version_announcement_overlay_ack": "Acknowledge",
@@ -663,11 +845,17 @@
   "version_announcement_overlay_text_1": "Hi friend, there is a new release of",
   "version_announcement_overlay_text_2": "please take your time to visit the ",
   "version_announcement_overlay_text_3": " and ensure your docker-compose and .env setup is up-to-date to prevent any misconfigurations, especially if you use WatchTower or any mechanism that handles updating your server application automatically.",
-  "version_announcement_overlay_title": "New Server Version Available \uD83C\uDF89",
+  "version_announcement_overlay_title": "New Server Version Available 🎉",
   "videos": "Videos",
+  "view_all_button": "View all",
   "viewer_remove_from_stack": "Remove from Stack",
   "viewer_stack_use_as_main_asset": "Use as Main Asset",
   "viewer_unstack": "Un-Stack",
   "wifi_name": "WiFi Name",
-  "your_wifi_name": "Your WiFi name"
-}
+  "year": "Ano",
+  "yes": "Si",
+  "your_activity": "Your activity",
+  "your_map": "Your Map",
+  "your_wifi_name": "Your WiFi name",
+  "zoom_image": "Acercar imaxe"
+}

i18n/hr.json

@@ -1253,4 +1253,4 @@
   "yes": "",
   "you_dont_have_any_shared_links": "",
   "zoom_image": ""
-}
+}

i18n/ka.json

@@ -0,0 +1,165 @@
+{
+  "about": "შესახებ",
+  "account": "ანგარიში",
+  "account_settings": "ანგარიშის პარამეტრები",
+  "acknowledge": "მიღება",
+  "action": "ქმედება",
+  "actions": "ქმედებები",
+  "active": "აქტიური",
+  "activity": "აქტივობა",
+  "add": "დამატება",
+  "add_a_description": "დაამატე აღწერა",
+  "add_a_location": "დაამატე ადგილი",
+  "add_a_name": "დაამატე სახელი",
+  "add_a_title": "დაასათაურე",
+  "add_import_path": "დაამატე საიმპორტო მისამართი",
+  "add_location": "დაამატე ადგილი",
+  "add_more_users": "დაამატე მომხმარებლები",
+  "add_partner": "დაამატე პარტნიორი",
+  "add_path": "დაამატე მისამართი",
+  "add_photos": "დაამატე ფოტოები",
+  "add_to_album": "დაამატე ალბომში",
+  "add_to_shared_album": "დაამატე საზიარო ალბომში",
+  "add_url": "დაამატე URL",
+  "added_to_archive": "დაარქივდა",
+  "added_to_favorites": "დაამატე რჩეულებში",
+  "added_to_favorites_count": "{count, number} დაემატა რჩეულებში",
+  "admin": {
+    "authentication_settings": "ავთენტიკაციის პარამეტრები",
+    "authentication_settings_description": "პაროლის, OAuth-ის და სხვა ავტენთიფიკაციის პარამეტრების მართვა",
+    "authentication_settings_disable_all": "ნამდვილად გინდა ავტორიზაციის ყველა მეთოდის გამორთვა? ავტორიზაციას ვეღარანაირად შეძლებ.",
+    "authentication_settings_reenable": "რეაქტივაციისთვის, გამოიყენე <link>სერვერის ბრძანება</link>.",
+    "background_task_job": "ფონური დავალებები",
+    "backup_database": "შექმენი სარეზერვო ასლი",
+    "backup_database_enable_description": "ჩართე სარეზერვო ასლების ფუნქცია",
+    "backup_keep_last_amount": "შესანახი სარეზერვო ასლების რაოდენობა",
+    "backup_settings": "სარეზერვო ასლების პარამეტრები",
+    "backup_settings_description": "მონაცემთა ბაზის სარეზერვო ასლების პარამეტრების მართვა",
+    "check_all": "შეამოწმე ყველა",
+    "cleanup": "გასუფთავება",
+    "confirm_delete_library": "ნამდვილად გინდა {library} ბიბლიოთეკის წაშლა?",
+    "confirm_email_below": "დასადასტურებლად, ქვემოთ აკრიფე \"{email}\"",
+    "confirm_user_password_reset": "ნამდვილად გინდა {user}-(ი)ს პაროლის დარესეტება?",
+    "disable_login": "გამორთე ავტორიზაცია",
+    "external_library_management": "გარე ბიბლიოთეკების მართვა",
+    "face_detection": "სახის ამოცნობა",
+    "image_format": "ფორმატი",
+    "image_fullsize_title": "სრული ზომის გამოსახულების პარამეტრები",
+    "image_quality": "ხარისხი",
+    "image_resolution": "გაფართოება",
+    "image_settings": "გამოსახულების პარამეტრები",
+    "image_settings_description": "გენერირებული ფოტოების ხარისხისა და რეზოლუციის მართვა",
+    "image_thumbnail_description": "მინიატურა მეტაინფორმაციის გარეშე, რომელიც ფოტოები ჯგუფურად თვალიერებისას გამოიყენება(მაგ. მთავარ თაიმლაინზე)",
+    "image_thumbnail_quality_description": "მინიატურის ხარისხი 1-დან 100-მდე. დიდი რიცხვი შეესაბამება უკეთეს ხარისხს, თუმცა, უფრო დიდ ფაილებს და აპლიკაციის შესაძლო შენელებას.",
+    "image_thumbnail_title": "მინიატურის პარამეტრები",
+    "library_created": "შეიქმნა ბიბლიოთეკა: {library}",
+    "library_deleted": "ბიბლიოთეკა წაიშალა",
+    "library_import_path_description": "აირჩიე დასაიმპორტებელი საქაღალდე. ფოტოები და ვიდეოები მოიძებნება ამ საქაღალდესა და მასში არსებულ საქაღალდეებში.",
+    "library_settings_description": "გარე ბიბლიოთეკების პარამეტრების მართვა",
+    "logging_settings": "ჟურნალი",
+    "map_settings": "რუკა",
+    "migration_job": "მიგრაცია",
+    "oauth_scope": "დიაპაზონი",
+    "oauth_settings": "OAuth",
+    "template_email_preview": "მინიატურა",
+    "transcoding_acceleration_vaapi": "VAAPI",
+    "transcoding_threads": "ნაკადები",
+    "transcoding_tone_mapping": "ტონების ასახვა"
+  },
+  "administration": "ადმინისტრაცია",
+  "advanced": "დამატებით",
+  "albums": "ალბომები",
+  "all": "ყველა",
+  "anti_clockwise": "საათის ისრის საწინააღმდეგო",
+  "archive": "არქივი",
+  "asset_hashing": "დაჰეშვა.…",
+  "asset_skipped": "გამოტოვებულია",
+  "asset_uploaded": "ატვირთულია",
+  "asset_uploading": "მიმდინარეობს ატვირთვა…",
+  "assets": "ობიექტები",
+  "back": "უკან",
+  "backward": "უკან გადასვლა",
+  "build": "აგება",
+  "camera": "კამერა",
+  "cancel": "გაუქმება",
+  "city": "ქალაქი",
+  "clear": "გასუფთავება",
+  "clockwise": "საათის ისრის მიმართულებით",
+  "close": "დახურვა",
+  "collapse": "აკეცვა",
+  "color": "ფერი",
+  "confirm": "დასტური",
+  "contain": "შეიცავს",
+  "context": "კონტექსტი",
+  "continue": "გაგრძელება",
+  "country": "ქვეყანა",
+  "cover": "ყდა",
+  "covers": "ყდები",
+  "create": "შექმნა",
+  "created": "შექმნილია",
+  "dark": "მუქი",
+  "day": "დღე",
+  "delete": "წაშლა",
+  "description": "აღწერა",
+  "details": "დეტალები",
+  "direction": "მიმართულება",
+  "disabled": "გათიშულია",
+  "discord": "Discord",
+  "discover": "აღმოჩენა",
+  "documentation": "დოკუმენტაცია",
+  "done": "მზადაა",
+  "download": "გადმოწერა",
+  "download_settings": "გადმოწერა",
+  "downloading": "მიმდინარეობს გადმოწერა",
+  "duplicates": "დუბლიკატები",
+  "duration": "ხანგრძლივობა",
+  "edit": "ჩასწორება",
+  "edited": "ჩასწორებულია",
+  "editor": "რედაქტორი",
+  "editor_crop_tool_h2_rotation": "ტრიალი",
+  "email": "ელფოსტა",
+  "enable": "ჩართვა",
+  "enabled": "ჩართულია",
+  "error": "შეცდომა",
+  "exif": "Exif",
+  "expired": "ვადაამოწურულია",
+  "explore": "დათვალიერება",
+  "explorer": "გამცილებელი",
+  "export": "გატანა",
+  "extension": "გაფართოება",
+  "external": "გარე",
+  "face_unassigned": "მიუნიჭებელი",
+  "favorite": "რჩეული",
+  "favorites": "რჩეულები",
+  "features": "თვისებები",
+  "filename": "ფაილის სახელი",
+  "filetype": "ფაილის ტიპი",
+  "folders": "საქაღალდეები",
+  "forward": "წინ",
+  "general": "ზოგადი",
+  "host": "ჰოსტი",
+  "hour": "საათი",
+  "image": "გამოსახულება",
+  "info": "ინფორმაცია",
+  "jobs": "დავალებები",
+  "keep": "შენარჩუნება",
+  "language": "ენა",
+  "latitude": "განედი",
+  "leave": "გასვლა",
+  "level": "დონე",
+  "library": "ბიბლიოთეკა",
+  "light": "ღია",
+  "list": "სია",
+  "loading": "ჩატვირთვა",
+  "login": "შესვლა",
+  "longitude": "გრძედი",
+  "look": "შეხედვა",
+  "make": "მწარმოებელი",
+  "map": "რუკა",
+  "matches": "დამთხვევები",
+  "memories": "მოგონებები",
+  "memory": "მეხსიერება",
+  "menu": "მენიუ",
+  "merge": "შერწყმა",
+  "minimize": "დაპატარავება"
+}

i18n/kk.json

@@ -0,0 +1 @@
+{}

i18n/kn.json

@@ -0,0 +1 @@
+{}

i18n/ms.json

@@ -372,4 +372,4 @@
   "yes": "Ya",
   "you_dont_have_any_shared_links": "Anda tidak mempunyai apa-apa pautan yang dikongsi",
   "zoom_image": "Zum Gambar"
-}
+}

i18n/pa.json

@@ -0,0 +1 @@
+{}

i18n/pt_BR.json

@@ -66,8 +66,13 @@
     "forcing_refresh_library_files": "Forçando a atualização de todos os arquivos da biblioteca",
     "image_format": "Formato",
     "image_format_description": "WebP produz arquivos menores que JPEG, mas é mais lento para codificar.",
+    "image_fullsize_description": "Imagem em tamanho real sem os metadados exibida quando der zoom",
+    "image_fullsize_enabled": "Ativar geração de imagem no tamanho real",
+    "image_fullsize_enabled_description": "Gerar imagens no tamanho real para os formatos de arquivos não compatíveis com a web. Quando \"Preferir visualização incorporada\" estiver ativado, essas serão utilizadas sem conversão. Não afeta arquivos já em formatos para web, como JPEG.",
+    "image_fullsize_quality_description": "Qualidade da imagem em tamanho real, de 1 a 100. Valores maiores tem melhor qualidade, mas gera arquivos maiores.",
+    "image_fullsize_title": "Configurações de imagem em tamanho real",
     "image_prefer_embedded_preview": "Preferir visualização incorporada",
-    "image_prefer_embedded_preview_setting_description": "Use visualizações incorporadas em fotos RAW como entrada para processamento de imagem, quando disponível. Isso pode produzir cores mais precisas para algumas imagens, mas a qualidade da visualização depende da câmera e a imagem pode ter mais artefatos de compactação.",
+    "image_prefer_embedded_preview_setting_description": "Use visualizações incorporadas em fotos RAW como a entrada para processamento de imagem e quando disponível. Isso pode produzir cores mais precisas para algumas imagens, mas a qualidade da visualização depende da câmera e a imagem pode ter mais artefatos de compactação.",
     "image_prefer_wide_gamut": "Prefira ampla gama",
     "image_prefer_wide_gamut_setting_description": "Use o Display P3 para miniaturas. Isso preserva melhor a vibração das imagens com espaços de cores amplos, mas as imagens podem aparecer de maneira diferente em dispositivos antigos com uma versão antiga do navegador. As imagens sRGB são mantidas como sRGB para evitar mudanças de cores.",
     "image_preview_description": "Imagem de tamanho médio sem os metadados, utilizado quando visualizando um único arquivo e também pelo aprendizado de máquina",
@@ -371,6 +376,8 @@
   "album_cover_updated": "Capa do álbum atualizada",
   "album_delete_confirmation": "Tem certeza de que deseja excluir o álbum {album}?",
   "album_delete_confirmation_description": "Se este álbum é compartilhado, os outros usuários não conseguiram mais acessá-lo.",
+  "album_info_card_backup_album_excluded": "EXCLUÍDO",
+  "album_info_card_backup_album_included": "INCLUÍDO",
   "album_info_updated": "Informações do álbum atualizadas",
   "album_leave": "Sair do álbum?",
   "album_leave_confirmation": "Tem certeza de que deseja sair de {album}?",
@@ -379,10 +386,21 @@
   "album_remove_user": "Remover usuário?",
   "album_remove_user_confirmation": "Tem certeza de que deseja remover {user}?",
   "album_share_no_users": "Parece que você já compartilhou este álbum com todos os usuários ou não há nenhum usuário para compartilhar.",
+  "album_thumbnail_card_item": "1 item",
+  "album_thumbnail_card_items": "{} items",
+  "album_thumbnail_card_shared": " · Compartilhado",
   "album_updated": "Álbum atualizado",
   "album_updated_setting_description": "Receba uma notificação por e-mail quando um álbum compartilhado tiver novos recursos",
   "album_user_left": "Saiu do álbum {album}",
   "album_user_removed": "Usuário {user} foi removido",
+  "album_viewer_appbar_share_delete": "Excluir álbum",
+  "album_viewer_appbar_share_err_delete": "Falha ao excluir álbum",
+  "album_viewer_appbar_share_err_leave": "Falha ao sair do álbum",
+  "album_viewer_appbar_share_err_remove": "Há problemas ao remover recursos do álbum",
+  "album_viewer_appbar_share_err_title": "Falha ao alterar o título do álbum",
+  "album_viewer_appbar_share_leave": "Sair do álbum",
+  "album_viewer_appbar_share_remove": "Remover do álbum",
+  "album_viewer_page_share_add_users": "Adicionar usuários",
   "album_with_link_access": "Permitir que qualquer pessoa com o link veja as fotos e as pessoas neste álbum.",
   "albums": "Álbuns",
   "albums_count": "{count, plural, one {{count, number} Álbum} other {{count, number} Álbuns}}",
@@ -401,6 +419,13 @@
   "api_key_empty": "O nome da sua chave de API não deve estar vazio",
   "api_keys": "Chaves de API",
   "app_settings": "Configurações do Aplicativo",
+  "appbar_share_delete": "Excluir álbum",
+  "appbar_share_err_delete": "Falha ao excluir álbum",
+  "appbar_share_err_leave": "Falha ao sair do álbum",
+  "appbar_share_err_remove": "Há problemas ao remover recursos do álbum",
+  "appbar_share_err_title": "Falha ao alterar o título do álbum",
+  "appbar_share_leave": "Sair do álbum",
+  "appbar_share_remove": "Remover do álbum",
   "appears_in": "Aparece em",
   "archive": "Arquivados",
   "archive_or_unarchive_photo": "Arquivar ou desarquivar foto",
@@ -436,6 +461,67 @@
   "authorized_devices": "Dispositivos Autorizados",
   "back": "Voltar",
   "back_close_deselect": "Voltar, fechar ou desmarcar",
+  "background_charging": "Apenas durante o carregamento",
+  "background_configure_error": "Falha ao configurar o serviço em segundo plano",
+  "background_description": "Ative o serviço em segundo plano para fazer backup automático de novos ativos sem precisar abrir o aplicativo",
+  "background_is_off": "O backup automático em segundo plano está desativado",
+  "background_is_on": "O backup automático em segundo plano está ativado",
+  "background_turn_off": "Desativar o serviço em segundo plano",
+  "background_turn_on": "Ativar o serviço em segundo plano",
+  "background_wifi": "Apenas em Wi-Fi",
+  "backup": "Backup",
+  "backup_album_excluded": "EXCLUÍDO",
+  "backup_album_included": "INCLUÍDO",
+  "backup_album_selection_page_albums_device": "Álbuns no dispositivo ({})",
+  "backup_album_selection_page_albums_tap": "Toque para incluir, toque duas vezes para excluir",
+  "backup_album_selection_page_assets_scatter": "Os recursos podem se espalhar por vários álbuns. Assim, os álbuns podem ser incluídos ou excluídos durante o processo de backup.",
+  "backup_album_selection_page_select_albums": "Selecionar álbuns",
+  "backup_album_selection_page_selection_info": "Informações da Seleção",
+  "backup_album_selection_page_total_assets": "Total de recursos exclusivos",
+  "backup_all": "Todos",
+  "backup_background_service_current_upload_notification": "Enviando {}",
+  "backup_background_service_default_notification": "Checking for new assets…",
+  "backup_background_service_in_progress_notification": "Fazendo backup de seus ativos…",
+  "backup_background_service_upload_failure_notification": "Falha ao carregar {}",
+  "backup_controller_page_albums": "Álbuns de backup",
+  "backup_controller_page_background_charging": "Apenas durante o carregamento",
+  "backup_controller_page_background_configure_error": "Falha ao configurar o serviço em segundo plano",
+  "backup_controller_page_background_description": "Ative o serviço em segundo plano para fazer backup automático de novos ativos sem precisar abrir o aplicativo",
+  "backup_controller_page_background_is_off": "O backup automático em segundo plano está desativado",
+  "backup_controller_page_background_is_on": "O backup automático em segundo plano está ativado",
+  "backup_controller_page_background_turn_off": "Desativar o serviço em segundo plano",
+  "backup_controller_page_background_turn_on": "Ativar o serviço em segundo plano",
+  "backup_controller_page_background_wifi": "Apenas em Wi-Fi",
+  "backup_controller_page_backup": "Backup",
+  "backup_controller_page_backup_selected": "Selecionado: ",
+  "backup_controller_page_backup_sub": "Backup de fotos e vídeos",
+  "backup_controller_page_cancel": "Cancelar",
+  "backup_controller_page_created": "Criado em: {}",
+  "backup_controller_page_desc_backup": "Ative o backup para carregar automaticamente novos ativos no servidor.",
+  "backup_controller_page_excluded": "Excluído: ",
+  "backup_controller_page_failed": "Falhou ({})",
+  "backup_controller_page_filename": "Nome do arquivo: {} [{}]",
+  "backup_controller_page_id": "ID: {}",
+  "backup_controller_page_info": "Informações de backup",
+  "backup_controller_page_none_selected": "Nenhum selecionado",
+  "backup_controller_page_remainder": "Restante",
+  "backup_controller_page_remainder_sub": "Fotos e vídeos restantes para fazer backup da seleção",
+  "backup_controller_page_select": "Selecionar",
+  "backup_controller_page_server_storage": "Armazenamento do servidor",
+  "backup_controller_page_start_backup": "Iniciar backup",
+  "backup_controller_page_status_off": "O backup está desativado",
+  "backup_controller_page_status_on": "O backup está ativado",
+  "backup_controller_page_storage_format": "{} de {} usado",
+  "backup_controller_page_to_backup": "Álbuns para backup",
+  "backup_controller_page_total": "Total",
+  "backup_controller_page_total_sub": "Todas as fotos e vídeos únicos dos álbuns selecionados",
+  "backup_controller_page_turn_off": "Desativar o backup",
+  "backup_controller_page_turn_on": "Ativar Backup",
+  "backup_controller_page_uploading_file_info": "Carregando informações do arquivo",
+  "backup_err_only_album": "Não é possível remover o único álbum",
+  "backup_info_card_assets": "ativos",
+  "backup_selected": "Selecionado: ",
+  "backup_sub": "Backup de fotos e vídeos",
   "backward": "Para trás",
   "birthdate_saved": "Data de nascimento salva com sucesso",
   "birthdate_set_description": "A data de nascimento é usada para calcular a idade da pessoa no momento em que a foto foi tirada.",
@@ -492,6 +578,8 @@
   "contain": "Caber",
   "context": "Contexto",
   "continue": "Continuar",
+  "control_bottom_app_bar_delete": "Excluir",
+  "control_bottom_app_bar_share": "Compartilhar",
   "copied_image_to_clipboard": "Imagem copiada para a área de transferência.",
   "copied_to_clipboard": "Copiado para a área de transferência!",
   "copy_error": "Copiar erro",
@@ -506,6 +594,7 @@
   "covers": "Capas",
   "create": "Criar",
   "create_album": "Criar álbum",
+  "create_album_page_untitled": "Sem título",
   "create_library": "Criar biblioteca",
   "create_link": "Criar link",
   "create_link_to_share": "Criar link para partilhar",
@@ -513,6 +602,10 @@
   "create_new_person": "Criar nova pessoa",
   "create_new_person_hint": "Atribuir arquivos selecionados a uma nova pessoa",
   "create_new_user": "Criar novo usuário",
+  "create_shared_album_page_create": "Criar",
+  "create_shared_album_page_share": "Compartilhar",
+  "create_shared_album_page_share_add_assets": "ADICIONAR FOTOS",
+  "create_shared_album_page_share_select_photos": "Selecionar fotos",
   "create_tag": "Criar marcador",
   "create_tag_description": "Cria um novo marcador. Para marcadores multi nível, digite o caminho completo do marcador, inclusive as barras.",
   "create_user": "Criar usuário",
@@ -520,10 +613,14 @@
   "current_device": "Dispositivo atual",
   "custom_locale": "Localização Customizada",
   "custom_locale_description": "Formatar datas e números baseados na linguagem e região",
+  "daily_title_text_date": "E, MMM dd",
+  "daily_title_text_date_year": "E, MMM dd, yyyy",
   "dark": "Escuro",
+  "dark_mode_switch": "Dark mode",
   "date_after": "Data após",
   "date_and_time": "Data e Hora",
   "date_before": "Data antes",
+  "date_format": "E, LLL d, y • h:mm a",
   "date_of_birth_saved": "Data de nascimento salvo com sucesso",
   "date_range": "Intervalo de datas",
   "day": "Dia",
@@ -537,6 +634,10 @@
   "delete": "Excluir",
   "delete_album": "Excluir álbum",
   "delete_api_key_prompt": "Tem certeza de que deseja excluir esta chave de API?",
+  "delete_dialog_alert": "Esses itens serão excluídos permanentemente do Immich e do seu dispositivo",
+  "delete_dialog_cancel": "Cancelar",
+  "delete_dialog_ok": "Excluir",
+  "delete_dialog_title": "Excluir permanentemente",
   "delete_duplicates_confirmation": "Tem certeza de que deseja excluir permanentemente estas duplicidades?",
   "delete_face": "Remover face",
   "delete_key": "Excluir chave",
@@ -549,6 +650,7 @@
   "delete_user": "Excluir usuário",
   "deleted_shared_link": "Link de compartilhamento excluído",
   "deletes_missing_assets": "Excluir arquivos não encontrados",
+  "desc_backup": "Ative o backup para carregar automaticamente novos ativos no servidor.",
   "description": "Descrição",
   "details": "Detalhes",
   "direction": "Direção",
@@ -735,7 +837,11 @@
     "unable_to_update_user": "Não foi possível atualizar o usuário",
     "unable_to_upload_file": "Não foi possível carregar o arquivo"
   },
+  "excluded": "Excluído: ",
   "exif": "Exif",
+  "exif_bottom_sheet_description": "Adicionar descrição...",
+  "exif_bottom_sheet_details": "DETALHES",
+  "exif_bottom_sheet_location": "LOCALIZAÇÃO",
   "exit_slideshow": "Sair da apresentação",
   "expand_all": "Expandir tudo",
   "expire_after": "Expira depois",
@@ -749,6 +855,7 @@
   "external": "Externo",
   "external_libraries": "Bibliotecas externas",
   "face_unassigned": "Sem nome",
+  "failed": "Falhou ({})",
   "failed_to_load_assets": "Falha ao carregar arquivos",
   "favorite": "Favorito",
   "favorite_or_unfavorite_photo": "Marque ou desmarque a foto como favorita",
@@ -788,6 +895,7 @@
   "hide_unnamed_people": "Esconder pessoas sem nome",
   "host": "Host",
   "hour": "Hora",
+  "id": "ID: {}",
   "image": "Imagem",
   "image_alt_text_date": "{isVideo, select, true {Vídeo gravado} other {Foto tirada}} em {date}",
   "image_alt_text_date_1_person": "{isVideo, select, true {Vídeo gravado} other {Foto tirada}} com {person1} em {date}",
@@ -799,6 +907,8 @@
   "image_alt_text_date_place_2_people": "{isVideo, select, true {Vídeo gravado} other {Foto tirada}} em {city}, {country} com {person1} e {person2} em {date}",
   "image_alt_text_date_place_3_people": "{isVideo, select, true {Vídeo gravado} other {Foto tirada}} em {city}, {country} com {person1}, {person2}, e {person3} em {date}",
   "image_alt_text_date_place_4_or_more_people": "{isVideo, select, true {Vídeo gravado} other {Foto tirada}} em {city}, {country} com {person1}, {person2}, e {additionalCount, number} outros em {date}",
+  "image_viewer_quality_subtitle": "Ajuste a qualidade de imagens detalhadas do visualizador",
+  "image_viewer_quality_title": "Qualidade das imagens do visualizador",
   "immich_logo": "Logo do Immich",
   "immich_web_interface": "Interface Web do Immich",
   "import_from_json": "Importar do JSON",
@@ -837,6 +947,8 @@
   "level": "Nível",
   "library": "Biblioteca",
   "library_options": "Opções da biblioteca",
+  "library_page_albums": "Albums",
+  "library_page_new_album": "Novo album",
   "light": "Claro",
   "like_deleted": "Curtida excluída",
   "link_motion_video": "Relacionar video animado",
@@ -851,6 +963,19 @@
   "logged_out_all_devices": "Saiu de todos os dispositivos",
   "logged_out_device": "Dispositivo desconectado",
   "login": "Iniciar sessão",
+  "login_form_button_text": "Login",
+  "login_form_email_hint": "youremail@email.com",
+  "login_form_endpoint_hint": "http://your-server-ip:port",
+  "login_form_endpoint_url": "Server Endpoint URL",
+  "login_form_err_http": "Please specify http:// or https://",
+  "login_form_err_invalid_email": "E-mail inválido",
+  "login_form_err_leading_whitespace": "Leading whitespace",
+  "login_form_err_trailing_whitespace": "Trailing whitespace",
+  "login_form_failed_login": "Erro ao fazer login, verifique a url do servidor, e-mail e senha",
+  "login_form_label_email": "Email",
+  "login_form_label_password": "Password",
+  "login_form_password_hint": "password",
+  "login_form_save_login": "Permaneçer conectado",
   "login_has_been_disabled": "Login foi desativado.",
   "logout_all_device_confirmation": "Tem certeza de que deseja sair de todos os dispositivos?",
   "logout_this_device_confirmation": "Tem certeza de que deseja sair deste dispositivo?",
@@ -889,6 +1014,7 @@
   "missing": "Faltando",
   "model": "Modelo",
   "month": "Mês",
+  "monthly_title_text_date_format": "MMMM y",
   "more": "Mais",
   "moved_to_trash": "Enviado para a lixeira",
   "mute_memories": "Silenciar memórias",
@@ -917,10 +1043,12 @@
   "no_favorites_message": "Adicione aos favoritos para encontrar suas melhores fotos e vídeos rapidamente",
   "no_libraries_message": "Crie uma biblioteca externa para ver suas fotos e vídeos",
   "no_name": "Sem Nome",
+  "no_objects": "Nenhuma informação de objeto disponível",
   "no_places": "Sem lugares",
   "no_results": "Sem resultados",
   "no_results_description": "Tente um sinônimo ou uma palavra-chave mais geral",
   "no_shared_albums_message": "Crie um álbum para compartilhar fotos e vídeos com pessoas em sua rede",
+  "none_selected": "Nenhum selecionado",
   "not_in_any_album": "Fora de álbum",
   "note_apply_storage_label_to_previously_uploaded assets": "Nota: Para aplicar o rótulo de armazenamento a arquivos carregados anteriormente, execute o",
   "note_unlimited_quota": "Nota: Digite 0 para cota ilimitada",
@@ -954,6 +1082,7 @@
   "other_variables": "Outras variáveis",
   "owned": "Seu",
   "owner": "Dono",
+  "page_share_add_users": "Adicionar usuários",
   "partner": "Parceiro",
   "partner_can_access": "{partner} pode acessar",
   "partner_can_access_assets": "Todas suas fotos e vídeos, excetos os Arquivados ou Excluídos",
@@ -1010,6 +1139,9 @@
   "previous_or_next_photo": "Foto anterior ou próxima",
   "primary": "Primário",
   "privacy": "Privacidade",
+  "profile_drawer_client_server_up_to_date": "Cliente e Servidor estão atualizados",
+  "profile_drawer_settings": "Configurações",
+  "profile_drawer_sign_out": "Sair",
   "profile_image_of_user": "Imagem do perfil de {user}",
   "profile_picture_set": "Foto de perfil definida.",
   "public_album": "Álbum público",
@@ -1070,6 +1202,8 @@
   "refreshing_faces": "Atualizando rostos",
   "refreshing_metadata": "Atualizando metadados",
   "regenerating_thumbnails": "Regenerando miniaturas",
+  "remainder": "Restante",
+  "remainder_sub": "Fotos e vídeos restantes para fazer backup da seleção",
   "remove": "Remover",
   "remove_assets_album_confirmation": "Tem certeza de que deseja remover {count, plural, one {# arquivo} other {# arquivos}} do álbum?",
   "remove_assets_shared_link_confirmation": "Tem certeza de que deseja remover {count, plural, one {# arquivo} other {# arquivos}} desse link compartilhado?",
@@ -1125,6 +1259,7 @@
   "scanning_for_album": "Escaneando por álbum...",
   "search": "Pesquisar",
   "search_albums": "Pesquisar álbuns",
+  "search_bar_hint": "Procurar fotos",
   "search_by_context": "Pesquisar por contexto",
   "search_by_description": "Pesquisar por descrição",
   "search_by_description_example": "Dia de caminhada no Ibirapuera",
@@ -1139,9 +1274,14 @@
   "search_no_people": "Nenhuma pessoa",
   "search_no_people_named": "Nenhuma pessoa chamada \"{name}\"",
   "search_options": "Opções de pesquisa",
+  "search_page_no_objects": "Nenhuma informação de objeto disponível",
+  "search_page_no_places": "Nenhuma informação de lugares disponível",
+  "search_page_places": "Lugares",
+  "search_page_things": "Coisas",
   "search_people": "Pesquisar pessoas",
   "search_places": "Pesquisar lugares",
   "search_rating": "Pesquisar por classificação...",
+  "search_result_page_new_search_hint": "Nova pesquisa",
   "search_settings": "Configurações de pesquisa",
   "search_state": "Pesquisar estado...",
   "search_tags": "Procurar marcadores...",
@@ -1152,6 +1292,7 @@
   "second": "Segundo",
   "see_all_people": "Ver todas as pessoas",
   "select": "Selecionar",
+  "select_additional_user_for_sharing_page_suggestions": "Sugestões",
   "select_album_cover": "Escolher capa do álbum",
   "select_all": "Selecionar todos",
   "select_all_duplicates": "Selecionar todas as duplicatas",
@@ -1164,6 +1305,8 @@
   "select_new_face": "Selecionar novo rosto",
   "select_photos": "Selecionar fotos",
   "select_trash_all": "Marcar lixo em todos",
+  "select_user_for_sharing_page_err_album": "Falha ao criar álbum",
+  "select_user_for_sharing_page_share_suggestions": "Sugestões",
   "selected": "Selecionados",
   "selected_count": "{count, plural, one {# selecionado} other {# selecionados}}",
   "send_message": "Enviar mensagem",
@@ -1171,30 +1314,43 @@
   "server_offline": "Servidor Indisponível",
   "server_online": "Servidor Disponível",
   "server_stats": "Status do servidor",
+  "server_storage": "Armazenamento do servidor",
   "server_version": "Versão do servidor",
   "set": "Definir",
   "set_as_album_cover": "Definir como capa do álbum",
-  "set_as_featured_photo": "Definir como foto principal",
+  "set_as_featured_photo": "Definir como foto em destaque",
   "set_as_profile_picture": "Definir como foto de perfil",
   "set_date_of_birth": "Definir data de nascimento",
   "set_profile_picture": "Definir foto de perfil",
   "set_slideshow_to_fullscreen": "Apresentação em tela cheia",
+  "setting_pages_app_bar_settings": "Configurações",
   "settings": "Configurações",
   "settings_saved": "Configurações salvas",
   "share": "Compartilhar",
+  "share_add": "Adicionar",
+  "share_add_photos": "Adicionar fotos",
+  "share_add_title": "Adicione um título",
+  "share_create_album": "Criar álbum",
+  "share_dialog_preparing": "Preparando...",
+  "share_invite": "Convidar para o álbum",
   "shared": "Compartilhado",
   "shared_by": "Compartilhado por",
   "shared_by_user": "Compartilhado por {user}",
   "shared_by_you": "Compartilhado por você",
   "shared_from_partner": "Fotos de {partner}",
-  "shared_link_options": "Opções do link compartilhado",
+  "shared_link_options": "Opções de link compartilhado",
   "shared_links": "Links compartilhados",
   "shared_links_description": "Compartilhar fotos e videos com um link",
-  "shared_photos_and_videos_count": "{assetCount, plural, one {# arquivo compartilhado.} other {# arquivos compartilhados.}}",
+  "shared_photos_and_videos_count": "{assetCount, plural, one {# Foto & vídeo compartilhado.} other {# Fotos & vídeos compartilhados.}}",
   "shared_with_partner": "Compartilhado com {partner}",
-  "sharing": "Compartilhar",
+  "sharing": "Compartilhamento",
   "sharing_enter_password": "Digite a senha para visualizar esta página.",
-  "sharing_sidebar_description": "Exibe o link Compartilhar na barra lateral",
+  "sharing_page_album": "Álbuns compartilhados",
+  "sharing_page_description": "Crie álbuns compartilhados para compartilhar fotos e vídeos com pessoas em sua rede.",
+  "sharing_page_empty_list": "LISTA VAZIA",
+  "sharing_sidebar_description": "Exibe um link para Compartilhamento na barra lateral",
+  "sharing_silver_appbar_create_shared_album": "Criar álbum compartilhado",
+  "sharing_silver_appbar_share_partner": "Compartilhe com o parceiro",
   "shift_to_permanent_delete": "pressione ⇧ para excluir permanentemente o arquivo",
   "show_album_options": "Exibir opções do álbum",
   "show_albums": "Exibir álbuns",
@@ -1214,15 +1370,15 @@
   "show_search_options": "Exibir opções de pesquisa",
   "show_shared_links": "Mostrar links compartilhados",
   "show_slideshow_transition": "Usar transições no modo de apresentação",
-  "show_supporter_badge": "Insígnia de Contribuidor",
-  "show_supporter_badge_description": "Mostrar a insígnia de contribuidor",
+  "show_supporter_badge": "Insígnia de apoiador",
+  "show_supporter_badge_description": "Mostrar uma insígnia de apoiador",
   "shuffle": "Aleatório",
   "sidebar": "Barra lateral",
-  "sidebar_display_description": "Exibir um link para visualizar na barra lateral",
+  "sidebar_display_description": "Exibir um link para a visualização na barra lateral",
   "sign_out": "Sair",
   "sign_up": "Registrar",
   "size": "Tamanho",
-  "skip_to_content": "Pular para o conteúdo",
+  "skip_to_content": "Ir para o conteúdo",
   "skip_to_folders": "Ir para pastas",
   "skip_to_tags": "Ir para os marcadores",
   "slideshow": "Apresentação",
@@ -1240,19 +1396,23 @@
   "stack_duplicates": "Empilhar duplicados",
   "stack_select_one_photo": "Selecione uma foto principal para a pilha",
   "stack_selected_photos": "Empilhar fotos selecionadas",
-  "stacked_assets_count": "{count, plural, one {# arquivo empilhado} other {# arquivos empilhados}}",
+  "stacked_assets_count": "{count, plural, one {# Arquivo empilhado} other {# Arquivos empilhados}}",
   "stacktrace": "Rastreamento de pilha",
   "start": "Início",
+  "start_backup": "Iniciar backup",
   "start_date": "Data inicial",
   "state": "Estado",
   "status": "Status",
+  "status_off": "O backup está desativado",
+  "status_on": "O backup está ativado",
   "stop_motion_photo": "Parar foto em movimento",
-  "stop_photo_sharing": "Parar de partilhar as suas fotos?",
+  "stop_photo_sharing": "Parar de compartilhar suas fotos?",
   "stop_photo_sharing_description": "{partner} não terá mais acesso às suas fotos.",
-  "stop_sharing_photos_with_user": "Parar de compartilhar as fotos com este usuário",
+  "stop_sharing_photos_with_user": "Parar de compartilhar suas fotos com este usuário",
   "storage": "Espaço de armazenamento",
+  "storage_format": "{} de {} usado",
   "storage_label": "Rótulo de armazenamento",
-  "storage_usage": "utilizado {used} de {available}",
+  "storage_usage": "Utilizado {used} de {available}",
   "submit": "Enviar",
   "suggestions": "Sugestões",
   "sunrise_on_the_beach": "Nascer do sol na praia",
@@ -1261,33 +1421,53 @@
   "support_third_party_description": "Sua instalação do Immich é fornecida por terceiros. É possível que problemas sejam causados por eles, por isso, se tiver problemas, procure primeiro ajuda com eles utilizando os links abaixo.",
   "swap_merge_direction": "Alternar direção da mesclagem",
   "sync": "Sincronizar",
+  "system_theme_switch": "Automático (seguir a configuração do sistema)",
+  "tab_controller_nav_library": "Biblioteca",
+  "tab_controller_nav_photos": "Fotos",
+  "tab_controller_nav_search": "Procurar",
+  "tab_controller_nav_sharing": "Compartilhamento",
   "tag": "Marcador",
   "tag_assets": "Marcar arquivos",
   "tag_created": "Marcador criado: {tag}",
-  "tag_feature_description": "Visualizar fotos e videos agrupados pelo tópico do marcador",
+  "tag_feature_description": "Navegando por fotos e videos agrupados pelo tópico lógico do marcador",
   "tag_not_found_question": "Não consegue encontrar o marcador? <link>Crie uma novo aqui.</link>",
   "tag_people": "Marcar pessoas",
   "tag_updated": "Marcador foi atualizado: {tag}",
-  "tagged_assets": "{count, plural, one {# arquivo marcado} other {# arquivos marcados}}",
+  "tagged_assets": "{count, plural, one {# Arquivo marcado} other {# Arquivos marcados}}",
   "tags": "Marcadores",
   "template": "Modelo",
   "theme": "Tema",
   "theme_selection": "Selecionar tema",
   "theme_selection_description": "Defina automaticamente o tema como claro ou escuro com base na preferência do sistema do seu navegador",
+  "theme_setting_dark_mode_switch": "Dark mode",
+  "theme_setting_image_viewer_quality_subtitle": "Ajuste a qualidade de imagens detalhadas do visualizador",
+  "theme_setting_image_viewer_quality_title": "Qualidade das imagens do visualizador",
+  "theme_setting_system_theme_switch": "Automático (seguir a configuração do sistema)",
+  "theme_setting_theme_subtitle": "Escolha a configuração de tema do app",
+  "theme_setting_theme_title": "Tema",
+  "theme_setting_three_stage_loading_subtitle": "O carregamento em três estágios oferece a imagem de melhor qualidade em troca de uma velocidade de carregamento mais lenta",
+  "theme_setting_three_stage_loading_title": "Ative o carregamento em três estágios",
+  "theme_subtitle": "Escolha a configuração de tema do app",
+  "theme_title": "Tema",
   "they_will_be_merged_together": "Eles serão mesclados",
+  "things": "Coisas",
   "third_party_resources": "Recursos de terceiros",
-  "time_based_memories": "Memórias baseada no tempo",
+  "three_stage_loading_subtitle": "O carregamento em três estágios oferece a imagem de melhor qualidade em troca de uma velocidade de carregamento mais lenta",
+  "three_stage_loading_title": "Ative o carregamento em três estágios",
+  "time_based_memories": "Memórias baseadas no tempo",
   "timeline": "Linha do tempo",
   "timezone": "Fuso horário",
   "to_archive": "Arquivar",
+  "to_backup": "Álbuns para backup",
   "to_change_password": "Alterar senha",
   "to_favorite": "Favorito",
   "to_login": "Iniciar sessão",
-  "to_parent": "Voltar um nível acima",
+  "to_parent": "Voltar para nível acima",
   "to_trash": "Mover para a lixeira",
   "toggle_settings": "Alternar configurações",
   "toggle_theme": "Alternar tema escuro",
   "total": "Total",
+  "total_sub": "Todas as fotos e vídeos únicos dos álbuns selecionados",
   "total_usage": "Utilização total",
   "trash": "Lixeira",
   "trash_all": "Mover todos para o lixo",
@@ -1295,9 +1475,11 @@
   "trash_delete_asset": "Jogar na lixeira/Excluir Arquivo",
   "trash_no_results_message": "Fotos e vídeos enviados para o lixo aparecem aqui.",
   "trashed_items_will_be_permanently_deleted_after": "Os itens da lixeira serão deletados permanentemente após {days, plural, one {# dia} other {# dias}}.",
+  "turn_off": "Desativar o backup",
+  "turn_on": "Ativar Backup",
   "type": "Tipo",
   "unarchive": "Desarquivar",
-  "unarchived_count": "{count, plural, one {# desarquivado} other {# desarquivados}}",
+  "unarchived_count": "{count, plural, one {# Desarquivado} other {# Desarquivados}}",
   "unfavorite": "Remover favorito",
   "unhide_person": "Exibir pessoa",
   "unknown": "Desconhecido",
@@ -1312,45 +1494,52 @@
   "unnamed_album_delete_confirmation": "Tem certeza que deseja excluir este álbum?",
   "unnamed_share": "Compartilhamento sem nome",
   "unsaved_change": "Alteração não salva",
-  "unselect_all": "Limpar seleção",
+  "unselect_all": "Desselecionar todos",
   "unselect_all_duplicates": "Desselecionar todas as duplicatas",
   "unstack": "Desempilhar",
-  "unstacked_assets_count": "{count, plural, one {# arquivo não empilhado} other {# arquivos não empilhados}}",
+  "unstacked_assets_count": "{count, plural, one {# Arquivo desempilhado} other {# Arquivos desempilhados}}",
   "untracked_files": "Arquivos não monitorados",
   "untracked_files_decription": "Estes arquivos não são monitorados pela aplicação. Podem ser resultados de falhas em uma movimentação, carregamentos interrompidos, ou deixados para trás por causa de um problema",
   "up_next": "A seguir",
   "updated_password": "Senha atualizada",
   "upload": "Carregar",
-  "upload_concurrency": "Carregar simultâneo",
+  "upload_concurrency": "Envios simultâneos",
   "upload_errors": "Envio concluído com {count, plural, one {# erro} other {# erros}}, atualize a página para ver os novos arquivos carregados.",
-  "upload_progress": "{remaining, number} processando - {processed, number}/{total, number} já processados",
-  "upload_skipped_duplicates": "{count, plural, one {# arquivo duplicado foi ignorado} other {# arquivos duplicados foram ignorados}}",
+  "upload_progress": "{remaining, number} restantes - {processed, number}/{total, number} já processados",
+  "upload_skipped_duplicates": "{count, plural, one {# Arquivo duplicado foi ignorado} other {# Arquivos duplicados foram ignorados}}",
   "upload_status_duplicates": "Duplicados",
   "upload_status_errors": "Erros",
   "upload_status_uploaded": "Carregado",
   "upload_success": "Carregado com sucesso, atualize a página para ver os novos arquivos.",
+  "uploading_file_info": "Carregando informações do arquivo",
   "url": "URL",
   "usage": "Uso",
   "use_custom_date_range": "Usar intervalo de datas personalizado",
   "user": "Usuário",
   "user_id": "ID do usuário",
-  "user_liked": "{user} curtiu {type, select, photo {a foto} video {o vídeo} asset {o arquivo} other {isso}}",
+  "user_liked": "{user} curtiu {type, select, photo {esta foto} video {este vídeo} asset {este arquivo} other {isto}}",
   "user_purchase_settings": "Comprar",
   "user_purchase_settings_description": "Gerenciar sua compra",
   "user_role_set": "Definir {user} como {role}",
   "user_usage_detail": "Detalhes de uso do usuário",
-  "user_usage_stats": "Estatísticas de utilização de conta",
-  "user_usage_stats_description": "Ver estatísticas de utilização de conta",
+  "user_usage_stats": "Estatísticas de utilização da conta",
+  "user_usage_stats_description": "Ver estatísticas de utilização da conta",
   "username": "Nome do usuário",
   "users": "Usuários",
-  "utilities": "Utilitários",
+  "utilities": "Ferramentas",
   "validate": "Validar",
   "variables": "Variáveis",
   "version": "Versão",
   "version_announcement_closing": "De seu amigo, Alex",
   "version_announcement_message": "Olá! Uma nova versão do Immich está disponível. Para evitar configurações incorretas, leia com calma a página de <link>notas da versão</link> e verifique se é necessário alterar alguma configuração, principalmente se você usa o WatchTower ou qualquer outro mecanismo que faça atualizações automáticas do Immich.",
+  "version_announcement_overlay_ack": "Confirmar",
+  "version_announcement_overlay_release_notes": "notas de lançamento",
+  "version_announcement_overlay_text_1": "Oi amigo, há um novo lançamento de",
+  "version_announcement_overlay_text_2": "reserve um tempo para visitar o ",
+  "version_announcement_overlay_text_3": " e verifique se a configuração do docker-compose e do .env está atualizada para evitar configurações incorretas, especialmente se você usar o WatchTower ou qualquer mecanismo que lide com a atualização automática do aplicativo do servidor.",
+  "version_announcement_overlay_title": "Nova versão do servidor disponível 🎉",
   "version_history": "Histórico de versões",
-  "version_history_item": "Instalado {version} em {date}",
+  "version_history_item": "Versão {version} instalada em {date}",
   "video": "Vídeo",
   "video_hover_setting": "Reproduzir miniatura do vídeo ao passar o mouse",
   "video_hover_setting_description": "Reproduzir a miniatura do vídeo ao passar o mouse sobre o item. Mesmo quando desativado, a reprodução pode ser iniciada ao passar o mouse sobre o ícone de reprodução.",
@@ -1359,15 +1548,15 @@
   "view": "Ver",
   "view_album": "Ver álbum",
   "view_all": "Ver tudo",
-  "view_all_users": "Ver todos usuários",
+  "view_all_users": "Ver todos os usuários",
   "view_in_timeline": "Ver na linha do tempo",
   "view_link": "Ver link",
   "view_links": "Ver links",
   "view_name": "Ver",
   "view_next_asset": "Ver próximo arquivo",
   "view_previous_asset": "Ver arquivo anterior",
-  "view_stack": "Exibir Pilha",
-  "visibility_changed": "A visibilidade de {count, plural, one {# pessoa foi alterada} other {# pessoas foram alteradas}}",
+  "view_stack": "Ver Pilha",
+  "visibility_changed": "A visibilidade {count, plural, one {# da pessoa foi alterada} other {# das pessoas foi alterada}}",
   "waiting": "Aguardando",
   "warning": "Aviso",
   "week": "Semana",
@@ -1376,6 +1565,6 @@
   "year": "Ano",
   "years_ago": "{years, plural, one {# ano} other {# anos}} atrás",
   "yes": "Sim",
-  "you_dont_have_any_shared_links": "Não há links compartilhados",
+  "you_dont_have_any_shared_links": "Você não possui links compartilhados",
   "zoom_image": "Ampliar imagem"
-}
+}

i18n/sq.json

@@ -0,0 +1 @@
+{}

i18n/ta.json

@@ -1339,4 +1339,4 @@
   "yes": "ஆம்",
   "you_dont_have_any_shared_links": "உங்களிடம் பகிரப்பட்ட இணைப்புகள் எதுவும் இல்லை",
   "zoom_image": "பெரிதாக்க படம்"
-}
+}

machine-learning/Dockerfile

@@ -1,6 +1,6 @@
 ARG DEVICE=cpu
 
-FROM python:3.11-bookworm@sha256:ebfa8696e47a68cffebb31e370a93ce57c01bc753f246ceaaef72801d1661351 AS builder-cpu
+FROM python:3.11-bookworm@sha256:0a9d314ae6e976351bd37b702bf6b0a89bb58e6304e5df35b960059b12531419 AS builder-cpu
 
 FROM builder-cpu AS builder-openvino
 
@@ -51,11 +51,10 @@ ARG DEVICE
 ENV PYTHONDONTWRITEBYTECODE=1 \
     PYTHONUNBUFFERED=1 \
     VIRTUAL_ENV=/opt/venv
-WORKDIR /usr/src/app
 
 RUN apt-get update && apt-get install -y --no-install-recommends g++
 
-COPY --from=ghcr.io/astral-sh/uv:latest@sha256:57da96c4557243fc0a732817854084e81af9393f64dc7d172f39c16465b5e2ba /uv /uvx /bin/
+COPY --from=ghcr.io/astral-sh/uv:latest@sha256:0b6dc79013b689f3bc0cbf12807cb1c901beaafe80f2ee10a1d76aa3842afb92 /uv /uvx /bin/
 RUN --mount=type=cache,target=/root/.cache/uv \
     --mount=type=bind,source=uv.lock,target=uv.lock \
     --mount=type=bind,source=pyproject.toml,target=pyproject.toml \
@@ -64,9 +63,11 @@ RUN if [ "$DEVICE" = "rocm" ]; then \
     uv pip install /opt/onnxruntime_rocm-*.whl; \
     fi
 
-FROM python:3.11-slim-bookworm@sha256:7029b00486ac40bed03e36775b864d3f3d39dcbdf19cd45e6a52d541e6c178f0 AS prod-cpu
+FROM python:3.11-slim-bookworm@sha256:49d73c49616929b0a4f37c50fee0056eb4b0f15de624591e8d9bf84b4dfdd3ce AS prod-cpu
 
-FROM prod-cpu AS prod-openvino
+ENV LD_PRELOAD=/usr/lib/libmimalloc.so.2
+
+FROM python:3.11-slim-bookworm@sha256:49d73c49616929b0a4f37c50fee0056eb4b0f15de624591e8d9bf84b4dfdd3ce AS prod-openvino
 
 RUN apt-get update && \
     apt-get install --no-install-recommends -yqq ocl-icd-libopencl1 wget && \
@@ -81,6 +82,8 @@ RUN apt-get update && \
 
 FROM nvidia/cuda:12.2.2-runtime-ubuntu22.04@sha256:94c1577b2cd9dd6c0312dc04dff9cb2fdce2b268018abc3d7c2dbcacf1155000 AS prod-cuda
 
+ENV LD_PRELOAD=/usr/lib/libmimalloc.so.2
+
 RUN apt-get update && \
     apt-get install --no-install-recommends -yqq libcudnn9-cuda-12 && \
     apt-get clean && \
@@ -94,7 +97,8 @@ FROM rocm/dev-ubuntu-22.04:6.3.4-complete@sha256:1f7e92ca7e3a3785680473329ed1091
 
 FROM prod-cpu AS prod-armnn
 
-ENV LD_LIBRARY_PATH=/opt/armnn
+ENV LD_LIBRARY_PATH=/opt/armnn \
+    LD_PRELOAD=/usr/lib/libmimalloc.so.2
 
 RUN apt-get update && apt-get install -y --no-install-recommends ocl-icd-libopencl1 mesa-opencl-icd libgomp1 && \
     rm -rf /var/lib/apt/lists/* && \
@@ -114,6 +118,8 @@ COPY --from=builder-armnn \
 
 FROM prod-cpu AS prod-rknn
 
+ENV LD_PRELOAD=/usr/lib/libmimalloc.so.2
+
 ADD --checksum=sha256:73993ed4b440460825f21611731564503cc1d5a0c123746477da6cd574f34885 https://github.com/airockchip/rknn-toolkit2/raw/refs/tags/v2.3.0/rknpu2/runtime/Linux/librknn_api/aarch64/librknnrt.so /usr/lib/
 
 FROM prod-${DEVICE} AS prod
@@ -126,14 +132,17 @@ RUN apt-get update && \
     apt-get clean && \
     rm -rf /var/lib/apt/lists/*
 
-WORKDIR /usr/src/app
+RUN ln -s "/usr/lib/$(arch)-linux-gnu/libmimalloc.so.2" /usr/lib/libmimalloc.so.2
+
+WORKDIR /usr/src
 ENV TRANSFORMERS_CACHE=/cache \
     PYTHONDONTWRITEBYTECODE=1 \
     PYTHONUNBUFFERED=1 \
     PATH="/opt/venv/bin:$PATH" \
     PYTHONPATH=/usr/src \
     DEVICE=${DEVICE} \
-    VIRTUAL_ENV=/opt/venv
+    VIRTUAL_ENV=/opt/venv \
+    MACHINE_LEARNING_CACHE_FOLDER=/cache
 
 # prevent core dumps
 RUN echo "hard core 0" >> /etc/security/limits.conf && \
@@ -141,9 +150,8 @@ RUN echo "hard core 0" >> /etc/security/limits.conf && \
     echo 'ulimit -S -c 0 > /dev/null 2>&1' >> /etc/profile
 
 COPY --from=builder /opt/venv /opt/venv
-COPY ann/ann.py /usr/src/ann/ann.py
-COPY start.sh log_conf.json gunicorn_conf.py ./
-COPY app .
+COPY scripts/healthcheck.py .
+COPY immich_ml immich_ml
 
 ARG BUILD_ID
 ARG BUILD_IMAGE
@@ -161,6 +169,6 @@ ENV IMMICH_SOURCE_COMMIT=${BUILD_SOURCE_COMMIT}
 ENV IMMICH_SOURCE_URL=https://github.com/immich-app/immich/commit/${BUILD_SOURCE_COMMIT}
 
 ENTRYPOINT ["tini", "--"]
-CMD ["./start.sh"]
+CMD ["python", "-m", "immich_ml"]
 
-HEALTHCHECK CMD python3 healthcheck.py
+HEALTHCHECK CMD python3 healthcheck.py

machine-learning/conftest.py

@@ -8,9 +8,8 @@ from fastapi.testclient import TestClient
 from numpy.typing import NDArray
 from PIL import Image
 
-from app.config import log
-
-from .main import app
+from immich_ml.config import log
+from immich_ml.main import app
 
 
 @pytest.fixture
@@ -25,7 +24,7 @@ def cv_image(pil_image: Image.Image) -> NDArray[np.float32]:
 
 @pytest.fixture
 def mock_get_model() -> Iterator[mock.Mock]:
-    with mock.patch("app.models.cache.from_model_type", autospec=True) as mocked:
+    with mock.patch("immich_ml.models.cache.from_model_type", autospec=True) as mocked:
         yield mocked
 
 
@@ -104,14 +103,14 @@ def providers(request: pytest.FixtureRequest) -> Iterator[mock.Mock]:
         raise ValueError("Missing marker 'providers'")
 
     providers = marker.args[0]
-    with mock.patch("app.sessions.ort.ort.get_available_providers") as mocked:
+    with mock.patch("immich_ml.sessions.ort.ort.get_available_providers") as mocked:
         mocked.return_value = providers
         yield providers
 
 
 @pytest.fixture(scope="function")
 def ort_pybind() -> Iterator[mock.Mock]:
-    with mock.patch("app.sessions.ort.ort.capi._pybind_state") as mocked:
+    with mock.patch("immich_ml.sessions.ort.ort.capi._pybind_state") as mocked:
         yield mocked
 
 
@@ -126,25 +125,25 @@ def ov_device_ids(request: pytest.FixtureRequest, ort_pybind: mock.Mock) -> Iter
 
 @pytest.fixture(scope="function")
 def ort_session() -> Iterator[mock.Mock]:
-    with mock.patch("app.sessions.ort.ort.InferenceSession") as mocked:
+    with mock.patch("immich_ml.sessions.ort.ort.InferenceSession") as mocked:
         yield mocked
 
 
 @pytest.fixture(scope="function")
 def ann_session() -> Iterator[mock.Mock]:
-    with mock.patch("app.sessions.ann.Ann") as mocked:
+    with mock.patch("immich_ml.sessions.ann.Ann") as mocked:
         yield mocked
 
 
 @pytest.fixture(scope="function")
 def rknn_session() -> Iterator[mock.Mock]:
-    with mock.patch("app.sessions.rknn.RknnPoolExecutor") as mocked:
+    with mock.patch("immich_ml.sessions.rknn.RknnPoolExecutor") as mocked:
         yield mocked
 
 
 @pytest.fixture(scope="function")
 def rmtree() -> Iterator[mock.Mock]:
-    with mock.patch("app.models.base.rmtree", autospec=True) as mocked:
+    with mock.patch("immich_ml.models.base.rmtree", autospec=True) as mocked:
         mocked.avoids_symlink_attacks = True
         yield mocked
 
@@ -158,7 +157,7 @@ def path() -> Iterator[mock.Mock]:
     path.with_suffix.return_value = path
     path.return_value = path
 
-    with mock.patch("app.models.base.Path", return_value=path) as mocked:
+    with mock.patch("immich_ml.models.base.Path", return_value=path) as mocked:
         yield mocked
 
 
@@ -182,5 +181,5 @@ def exception() -> Iterator[mock.Mock]:
 
 @pytest.fixture(scope="function")
 def snapshot_download() -> Iterator[mock.Mock]:
-    with mock.patch("app.models.base.snapshot_download") as mocked:
+    with mock.patch("immich_ml.models.base.snapshot_download") as mocked:
         yield mocked

machine-learning/export/.python-version

@@ -1 +0,0 @@
-3.12

machine-learning/export/immich_model_exporter/__init__.py

@@ -1,165 +0,0 @@
-import json
-import resource
-from pathlib import Path
-
-import typer
-from tenacity import retry, stop_after_attempt, wait_fixed
-from typing_extensions import Annotated
-
-from .exporters.constants import DELETE_PATTERNS, SOURCE_TO_METADATA, ModelSource, ModelTask
-from .exporters.onnx import export as onnx_export
-from .exporters.rknn import export as rknn_export
-
-app = typer.Typer(pretty_exceptions_show_locals=False)
-
-
-def generate_readme(model_name: str, model_source: ModelSource) -> str:
-    (name, link, type) = SOURCE_TO_METADATA[model_source]
-    match model_source:
-        case ModelSource.MCLIP:
-            tags = ["immich", "clip", "multilingual"]
-        case ModelSource.OPENCLIP:
-            tags = ["immich", "clip"]
-            lowered = model_name.lower()
-            if "xlm" in lowered or "nllb" in lowered:
-                tags.append("multilingual")
-        case ModelSource.INSIGHTFACE:
-            tags = ["immich", "facial-recognition"]
-        case _:
-            raise ValueError(f"Unsupported model source {model_source}")
-
-    return f"""---
-tags:
-{" - " + "\n - ".join(tags)}
----
-# Model Description
-
-This repo contains ONNX exports for the associated {type} model by {name}. See the [{name}]({link}) repo for more info.
-
-This repo is specifically intended for use with [Immich](https://immich.app/), a self-hosted photo library.
-"""
-
-
-def clean_name(model_name: str) -> str:
-    hf_model_name = model_name.split("/")[-1]
-    hf_model_name = hf_model_name.replace("xlm-roberta-large", "XLM-Roberta-Large")
-    hf_model_name = hf_model_name.replace("xlm-roberta-base", "XLM-Roberta-Base")
-    return hf_model_name
-
-
-@app.command()
-def export(model_name: str, model_source: ModelSource, output_dir: Path = Path("models"), cache: bool = True) -> None:
-    hf_model_name = clean_name(model_name)
-    output_dir = output_dir / hf_model_name
-    match model_source:
-        case ModelSource.MCLIP | ModelSource.OPENCLIP:
-            output_dir.mkdir(parents=True, exist_ok=True)
-            onnx_export(model_name, model_source, output_dir, cache=cache)
-        case ModelSource.INSIGHTFACE:
-            from huggingface_hub import snapshot_download
-
-            # TODO: start from insightface dump instead of downloading from HF
-            snapshot_download(f"immich-app/{hf_model_name}", local_dir=output_dir)
-        case _:
-            raise ValueError(f"Unsupported model source {model_source}")
-
-    try:
-        rknn_export(output_dir, cache=cache)
-    except Exception as e:
-        print(f"Failed to export model {model_name} to rknn: {e}")
-        (output_dir / "rknpu").unlink(missing_ok=True)
-
-    readme_path = output_dir / "README.md"
-    if not (cache or readme_path.exists()):
-        with open(readme_path, "w") as f:
-            f.write(generate_readme(model_name, model_source))
-
-
-@app.command()
-def profile(model_dir: Path, model_task: ModelTask, output_path: Path) -> None:
-    from timeit import timeit
-
-    import numpy as np
-    import onnxruntime as ort
-
-    np.random.seed(0)
-
-    sess_options = ort.SessionOptions()
-    sess_options.enable_cpu_mem_arena = False
-    providers = ["CPUExecutionProvider"]
-    provider_options = [{"arena_extend_strategy": "kSameAsRequested"}]
-    match model_task:
-        case ModelTask.SEARCH:
-            textual = ort.InferenceSession(
-                model_dir / "textual" / "model.onnx",
-                sess_options=sess_options,
-                providers=providers,
-                provider_options=provider_options,
-            )
-            tokens = {node.name: np.random.rand(*node.shape).astype(np.int32) for node in textual.get_inputs()}
-
-            visual = ort.InferenceSession(
-                model_dir / "visual" / "model.onnx",
-                sess_options=sess_options,
-                providers=providers,
-                provider_options=provider_options,
-            )
-            image = {node.name: np.random.rand(*node.shape).astype(np.float32) for node in visual.get_inputs()}
-
-            def predict() -> None:
-                textual.run(None, tokens)
-                visual.run(None, image)
-
-        case ModelTask.FACIAL_RECOGNITION:
-            detection = ort.InferenceSession(
-                model_dir / "detection" / "model.onnx",
-                sess_options=sess_options,
-                providers=providers,
-                provider_options=provider_options,
-            )
-            image = {node.name: np.random.rand(1, 3, 640, 640).astype(np.float32) for node in detection.get_inputs()}
-
-            recognition = ort.InferenceSession(
-                model_dir / "recognition" / "model.onnx",
-                sess_options=sess_options,
-                providers=providers,
-                provider_options=provider_options,
-            )
-            face = {node.name: np.random.rand(1, 3, 112, 112).astype(np.float32) for node in recognition.get_inputs()}
-
-            def predict() -> None:
-                detection.run(None, image)
-                recognition.run(None, face)
-
-        case _:
-            raise ValueError(f"Unsupported model task {model_task}")
-    predict()
-    ms = timeit(predict, number=100)
-    rss = resource.getrusage(resource.RUSAGE_SELF).ru_maxrss
-    json.dump({"pretrained_model": model_dir.name, "peak_rss": rss, "exec_time_ms": ms}, output_path.open("w"))
-    print(f"Model {model_dir.name} took {ms:.2f}ms per iteration using {rss / 1024:.2f}MiB of memory")
-
-
-@app.command()
-def upload(
-    model_dir: Path,
-    hf_organization: str = "immich-app",
-    hf_auth_token: Annotated[str | None, typer.Option(envvar="HF_AUTH_TOKEN")] = None,
-) -> None:
-    from huggingface_hub import create_repo, upload_folder
-
-    repo_id = f"{hf_organization}/{model_dir.name}"
-
-    @retry(stop=stop_after_attempt(5), wait=wait_fixed(5))
-    def upload_model() -> None:
-        create_repo(repo_id, exist_ok=True, token=hf_auth_token)
-        upload_folder(
-            repo_id=repo_id,
-            folder_path=model_dir,
-            # remote repo files to be deleted before uploading
-            # deletion is in the same commit as the upload, so it's atomic
-            delete_patterns=DELETE_PATTERNS,
-            token=hf_auth_token,
-        )
-
-    upload_model()