~/talk

Transformers.js: State-of-the-art Machine Learning for the web

Talkat Web AI Summit 2025 · on Friday, 2025-10-17· [javascript, web-platform]
slides:none on file

Library brings Hugging Face Transformers parity to browsers using ONNX and Optimum, with WebGPU support and WebAssembly execution; over 1,200 converted models across ~120 architectures are available from the Hugging Face hub and used via a simple pipeline API. Reported metrics include ~750,000 monthly users, 2.4M NPM downloads, and measured speedups like 64x on BERT and ~90 tokens/sec for a 53.5-mini LLM on an RTX 4090; Whisper WebGPU gives ~10x real‑time on M3 Max. Models are cached per site, currently capped by a 4GB Wasm limit.

AI-written summary · about

  1. 0:00Introduction
  2. 0:16Who am I
  3. 7:17What can you build
  4. 15:02Behind the scenes
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