base on A collection of 🤗 Transformers.js demos and example applications # Transformers.js Examples A collection of [🤗 Transformers.js](https://huggingface.co/docs/transformers.js) demos and example applications. | Name | Description | Links | | ------------------------------------------------------- | ----------------------------------------------------------- | ------------------------------------------------------------------------------- | | [Phi-3.5 WebGPU](./phi-3.5-webgpu/) | Conversational large language model | [Demo](https://huggingface.co/spaces/webml-community/phi-3.5-webgpu) | | [Llama-3.2 WebGPU](./llama-3.2-webgpu/) | Conversational small language model | [Demo](https://huggingface.co/spaces/webml-community/llama-3.2-webgpu) | | [SmolLM WebGPU](./smollm-webgpu/) | Conversational small language model | [Demo](https://huggingface.co/spaces/webml-community/smollm-webgpu) | | [Segment Anything WebGPU](./segment-anything-webgpu/) | WebGPU image segmentation | [Demo](https://huggingface.co/spaces/webml-community/segment-anything-webgpu) | | [Remove Background WebGPU](./remove-background-webgpu/) | WebGPU image background removal | [Demo](https://huggingface.co/spaces/webml-community/remove-background-webgpu) | | [PGlite Semantic Search](./pglite-semantic-search/) | Semantic search | [Demo](https://huggingface.co/spaces/thorwebdev/pglite-semantic-search) | | [Sapiens](./sapiens-node/) | Image segmentation, depth, and normal estimation in Node.js | n/a | | [Bun](./bun/) | Compute text embeddings in [Bun](https://bun.sh/) | n/a | | [Deno](./deno-embed/) | Compute text embeddings in [Deno](https://deno.com/) | n/a | | [Node.js (ESM)](./node-esm/) | Sentiment analysis in Node.js w/ ECMAScript modules | n/a | | [Node.js (CJS)](./node-cjs/) | Sentiment analysis in Node.js w/ CommonJS | n/a | | [Next.js](./next-server/) | Sentiment analysis in Next.js | [Demo](https://huggingface.co/spaces/webml-community/next-server-template) | | [SvelteKit](./sveltekit/) | Sentiment analysis in SvelteKit | [Demo](https://huggingface.co/spaces/webml-community/sveltekit-server-template) | Check out the Transformers.js [template](https://huggingface.co/new-space?template=static-templates%2Ftransformers.js) on Hugging Face to get started in one click! ", Assign "at most 3 tags" to the expected json: {"id":"12513","tags":[]} "only from the tags list I provide: [{"id":77,"name":"3d"},{"id":89,"name":"agent"},{"id":17,"name":"ai"},{"id":54,"name":"algorithm"},{"id":24,"name":"api"},{"id":44,"name":"authentication"},{"id":3,"name":"aws"},{"id":27,"name":"backend"},{"id":60,"name":"benchmark"},{"id":72,"name":"best-practices"},{"id":39,"name":"bitcoin"},{"id":37,"name":"blockchain"},{"id":1,"name":"blog"},{"id":45,"name":"bundler"},{"id":58,"name":"cache"},{"id":21,"name":"chat"},{"id":49,"name":"cicd"},{"id":4,"name":"cli"},{"id":64,"name":"cloud-native"},{"id":48,"name":"cms"},{"id":61,"name":"compiler"},{"id":68,"name":"containerization"},{"id":92,"name":"crm"},{"id":34,"name":"data"},{"id":47,"name":"database"},{"id":8,"name":"declarative-gui "},{"id":9,"name":"deploy-tool"},{"id":53,"name":"desktop-app"},{"id":6,"name":"dev-exp-lib"},{"id":59,"name":"dev-tool"},{"id":13,"name":"ecommerce"},{"id":26,"name":"editor"},{"id":66,"name":"emulator"},{"id":62,"name":"filesystem"},{"id":80,"name":"finance"},{"id":15,"name":"firmware"},{"id":73,"name":"for-fun"},{"id":2,"name":"framework"},{"id":11,"name":"frontend"},{"id":22,"name":"game"},{"id":81,"name":"game-engine "},{"id":23,"name":"graphql"},{"id":84,"name":"gui"},{"id":91,"name":"http"},{"id":5,"name":"http-client"},{"id":51,"name":"iac"},{"id":30,"name":"ide"},{"id":78,"name":"iot"},{"id":40,"name":"json"},{"id":83,"name":"julian"},{"id":38,"name":"k8s"},{"id":31,"name":"language"},{"id":10,"name":"learning-resource"},{"id":33,"name":"lib"},{"id":41,"name":"linter"},{"id":28,"name":"lms"},{"id":16,"name":"logging"},{"id":76,"name":"low-code"},{"id":90,"name":"message-queue"},{"id":42,"name":"mobile-app"},{"id":18,"name":"monitoring"},{"id":36,"name":"networking"},{"id":7,"name":"node-version"},{"id":55,"name":"nosql"},{"id":57,"name":"observability"},{"id":46,"name":"orm"},{"id":52,"name":"os"},{"id":14,"name":"parser"},{"id":74,"name":"react"},{"id":82,"name":"real-time"},{"id":56,"name":"robot"},{"id":65,"name":"runtime"},{"id":32,"name":"sdk"},{"id":71,"name":"search"},{"id":63,"name":"secrets"},{"id":25,"name":"security"},{"id":85,"name":"server"},{"id":86,"name":"serverless"},{"id":70,"name":"storage"},{"id":75,"name":"system-design"},{"id":79,"name":"terminal"},{"id":29,"name":"testing"},{"id":12,"name":"ui"},{"id":50,"name":"ux"},{"id":88,"name":"video"},{"id":20,"name":"web-app"},{"id":35,"name":"web-server"},{"id":43,"name":"webassembly"},{"id":69,"name":"workflow"},{"id":87,"name":"yaml"}]" returns me the "expected json"