ipenywis/laya-ultrafast

Same as jev-ultrafast but using Laya

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A local, open-weight port of browser-use/jev-ultrafast. jev-ultrafast asks TypeSafe's Jev, a hosted model, to choose each browser action. This port replaces that API call with Laya, an open-weight typed-decision model that runs on your Mac: Every target is still an element the agent observed on the page, and there are no site-specific plans. Laya itself is documented in mizorewww/laya-mlx, an independent MLX port of Convai Innovations' Laya. Read it for requirements, checkpoints, benchmarks and troubleshooting. This project installs laya-mlx as a dependency and uses the aac6fef/laya-typed-decisions-mlx checkpoint (421M parameters, 1,024-token context). Download it once: Later runs load it from the Hugging Face cache and need no network for decisions. To use another checkpoint, set LAYAMODEL. The laya-mlx README lists the options and their limits: for example, the English laya checkpoint has only a 512-token context. Open http://127.0.0.1:8766, choose a scenario, and click Start demo → Run automatically. Chrome connects through…

ipenywis/laya-ultrafast on GitHub A short preview, not the full document.

Read the full README ↗ · Preview checked 2026-09-26T12:49:46.199Z

Inside the original README — Document outline
  1. Laya Ultrafast ⚡
  2. What is different from jev-ultrafast
  3. Laya setup
  4. Quick start
  5. Configuration
  6. Demos
  7. Measurements
  8. Limitations
  9. Everything else
  10. Credits
  11. License

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What this repository does

Same as jev-ultrafast but using Laya

Repository facts

Owner
ipenywis
Primary language
Python
Stars
202
Forks
27
Open issues + pull requests
0
License
MIT
Archived
No
Default branch
main
Created
2026-09-21T22:21:52.000Z
Last push
2026-09-22T21:33:23.000Z

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