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.

Python35,381 stars3,171 forksApache-2.0

calibration classification decision-model huggingface jev modernbert multilingual nlp python pytorch routing typed-decisions zero-shot

Momentum

NandhaKishorM/laya has 35,381 GitHub stars. It gained +397 stars in the last 7 days and +3,015 in the last 30 days (snapshots through Nov 11, 2026).

Its biggest recent day was Oct 13, 2026, with +228 stars.

It currently ranks #409 daily, #442 weekly, #377 monthly by momentum on Trending Repos; its best-ever rank is #34.

Trending Repos first recorded it on Sep 27, 2026.

Rankings

PeriodRankScore

Daily

#40940.1

Weekly

#44238.2

Monthly

#37749.0

How scoring works

Engagement

Total stars

Daily new stars

Embeds

Best rank #34

Format

Markdown

[![NandhaKishorM/laya badge](https://trending-repos.com/badge/NandhaKishorM/laya.svg?v=3)](https://trending-repos.com/repositories/NandhaKishorM/laya?utm_source=github&utm_medium=badge)

Date	Stars gained	Total stars	Forks gained
Nov 11, 2026	+66	35,359	+5
Nov 10, 2026	+60	35,293	+10
Nov 9, 2026	+52	35,233	+7
Nov 8, 2026	+57	35,181	+7
Nov 7, 2026	+61	35,124	+6
Nov 6, 2026	+51	35,063	+4
Nov 5, 2026	+50	35,012	+3
Nov 4, 2026	+67	34,962	+8
Nov 3, 2026	+83	34,895	+9
Nov 2, 2026	+44	34,812	+2
Nov 1, 2026	+58	34,768	+5
Oct 31, 2026	+69	34,710	+2
Oct 30, 2026	+79	34,641	+4
Oct 29, 2026	+79	34,562	+7

NandhaKishorM/laya

Momentum

Rankings

Engagement

Similar trending repositories

Embeds

NandhaKishorM/laya

Momentum

Rankings

Engagement

Similar trending repositories

Embeds