laya
by NandhaKishorM (personal account)
Non-autoregressive System 1 decision engine. Typed choice, score and yes/no decisions over any text in a single forward pass, in 100+ languages, with a router that picks the right checkpoint per request. (description from the project’s GitHub page)
Repository facts
- Stars
- 33,338
- Forks
- 2,992
- Open issues and pull requests
- 85
- Primary language
- Python
- License
- Apache License 2.0 (Apache-2.0)
- Owner
- NandhaKishorM · Personal account
- Created
- Sep 18, 2026
- Last push
- Oct 17, 2026
Topics
Related projects
Projects that share this one’s GitHub topics.
Rank 1,164: mizorewww/laya-mlx
Native MLX runtime for Laya typed decision models — 7–14 ms short decisions on M3 Max. No text generation, PyTorch, or cloud API.
6,966 starsPythonApache-2.0Last push Oct 10, 2026
Rank 4,805: nokia-applied-research/AnyJev
Turn any LLM into a Jev-style decision model: typed decisions, real probabilities, no training. (continue updating, welcome any issue and PR request)
1,407 starsPythonApache-2.0Last push Oct 12, 2026
Rank 4,946: feder-cr/jev
jevos: an open-source alternative to Jev and Microsoft-Decision-1. Yes/no decisions, choices and scores with probabilities, on your laptop's CPU.
1,354 starsC++MITLast push Oct 16, 2026
Rank 7,294: angel291592/Intent-Router
Intent compiler for AI agents — converges vague requests into typed IntentSpec contracts (probe, ask, or halt before routing), the input layer for routers and typed-decision model…
763 starsPythonMITLast push Oct 16, 2026
Rank 9,282: shibing624/pytextclassifier
pytextclassifier is a toolkit for text classification. 文本分类，LR，Xgboost，TextCNN，FastText，TextRNN，BERT等分类模型实现，开箱即用。
524 starsPythonApache-2.0Last push Sep 25, 2024
Rank 9,107: underneathall/pinferencia
Python + Inference - Model Deployment library in Python. Simplest model inference server ever.
541 starsPythonApache-2.0Last push Feb 14, 2023