laya

Read the source on GitHub Project homepage

What it does

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 GitHub)

Counts were observed on 27/10/2026, 23:15:40 UTC. Observations older than 36 hours are excluded from current movement rankings.

Repository at a glance

Stars: 34,482
Forks: 3,091
Open issues: 53
Merged PRs: 922
Commits, last 30 days: 1,836
Stars, 7 days: unavailable
Stars, 30 days: unavailable

Counts observed on 27/10/2026, 23:15:40 UTC. Growth uses complete dated windows; see Methodology.

History

History: 1 observation. Movement needs 2 or more.

Project details

Language: Python
Licence: Apache-2.0
Created: 18 Sept 2026
Last push: 26 Oct 2026
Latest release: v0.4.15 · 24 Oct 2026
Category: Uncategorized
Topics: calibration classification decision-model huggingface jev modernbert multilingual nlp python pytorch
Observed: 2026-10-27 23:15:40 UTC

Explore and get started

Use the project's own documentation for supported platforms, dependencies and installation steps. The README and release notes are maintained by NandhaKishorM.

Read the README and setup instructionsFeatures, prerequisites, examples and documentation links.
Browse releases and changelogsPublished versions and the changes made between releases.
Check licence and usage termsApache-2.0 is the licence reported by GitHub; read the repository terms before use.
Read pull requestsProposed changes and development discussions.
Browse reported issuesKnown problems, feature requests and maintainer responses.

Development context

These are observations of work in the repository. They do not establish quality, security or support commitments.

Total commits on default branch: 2,623
Open pull requests: 74
Closed issues, lifetime: 153
Median time to close an issue: 2.6 days
Median time to merge a pull request: 0.4 days

Close and merge times use up to 20 most recently updated closed issues or merged pull requests. They omit unresolved work and are context, not a maintenance score. Sample limits.

Other projects in Uncategorized, ordered by shared topics and then name. These are discovery links, not equivalence claims.

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