huggingface/transformers.js-examples resource

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2087 stars · 250 forks observed · 2026-08-28

What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-30, confidence not recorded

A collection of demos and example applications showcasing Hugging Face Transformers.js, which runs transformer models directly in the browser and JavaScript runtimes. Examples span WebGPU chat LLMs, image segmentation, background removal, semantic search, and Node/Deno/Bun embedding use cases.

Use cases

• run an LLM chatbot in the browser with WebGPU
• remove image backgrounds client-side
• compute text embeddings in Node.js or Deno
• build semantic search in the browser
• learn how to use Transformers.js in a Next.js app
• segment images in the browser with Segment Anything

When to choose

• you want working code samples for running transformer models in JavaScript
• you're evaluating client-side, privacy-friendly ML inference in the browser
• you need a starting template for a WebGPU or Node.js Transformers.js project

When to avoid

• you need a production-ready ML application rather than reference examples
• you want server-side Python model inference
• you need training or fine-tuning capabilities

Facets

learning-resource · maturity active

machine-learning llm-inference image-processing nlp rag machine-learning deep-learning web-development computer-vision browser bun wasm transformersjs webgpu in-browser-ai demos examples client-side-inference natural-language-processing nodejs deno gpu

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