# NandhaKishorM/laya

<https://repo.masters-masters.com/en/repos/NandhaKishorM/laya>

[Home](https://repo.masters-masters.com/en) › [NandhaKishorM](https://repo.masters-masters.com/en/owners/NandhaKishorM) › [laya](https://repo.masters-masters.com/en/repos/NandhaKishorM/laya)

NandhaKishorM/laya has 34,974 stars on GitHub. Its RepoMasters card: LTS tier. Non-autoregressive System 1 decision engine. Typed choice, score and yes/no…

| Field | Value |
| --- | --- |
| Owner | [NandhaKishorM](https://repo.masters-masters.com/en/owners/NandhaKishorM) |
| Stars | 34,974 |
| Forks | 3,128 |
| Language | [Python](https://repo.masters-masters.com/en/languages/python) |
| License | Apache-2.0 |
| Created | 2026 |
| Topics | calibration, classification, decision-model, huggingface, jev, modernbert, multilingual, nlp, python, pytorch |
| Tier | [LTS (20,000 ★ and up)](https://repo.masters-masters.com/en/ranks/masterpiece) |
| View on GitHub | [NandhaKishorM/laya](https://github.com/NandhaKishorM/laya) |

## Repository

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.

The tier for repos with 20,000 ★ and up. Published odds per card pulled: 0.1%. Rarity: Legendary.

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