NandhaKishorM /laya
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.
- Stars
- 34,896 stars
- Forks
- 3,120 forks
- Language
- Python
- License
- APACHE-2.0
- Created
- Sep 18, 2026
- Last push
- Nov 1, 2026
- Updated
- Nov 3, 2026
- calibration
- classification
- decision-model
- huggingface
- jev
- modernbert
- multilingual
- nlp
- python
- pytorch
- routing
- typed-decisions
- zero-shot
Admitted to the Repository Index on Oct 23, 2026: +965 stars in 7 days.
Star History
48 days recorded, Sep 17, 2026 – Nov 3, 2026 (UTC). Net change +35,017 stars.
Sep 17, 2026Nov 3, 2026
Sep 17, 2026Nov 3, 2026
Observations
What the Repository Host reported each day.
| Day (UTC) | Stars | Forks | Last push | Archived |
|---|---|---|---|---|
| Nov 3, 2026 | 34,896 | 3,120 | Nov 1, 2026 | No |
| Nov 2, 2026 | 34,813 | 3,111 | Nov 1, 2026 | No |
| Nov 1, 2026 | 34,768 | 3,109 | Oct 31, 2026 | No |
| Oct 31, 2026 | 34,710 | 3,104 | Oct 30, 2026 | No |
| Oct 30, 2026 | 34,641 | 3,102 | Oct 29, 2026 | No |
| Oct 29, 2026 | 34,562 | 3,098 | Oct 28, 2026 | No |
| Oct 28, 2026 | 34,483 | 3,091 | Oct 26, 2026 | No |
| Oct 27, 2026 | 34,406 | 3,082 | Oct 26, 2026 | No |
| Oct 26, 2026 | 34,302 | 3,076 | Oct 25, 2026 | No |
| Oct 25, 2026 | 34,202 | 3,075 | Oct 24, 2026 | No |
| Oct 24, 2026 | 34,103 | 3,070 | Oct 23, 2026 | No |