Laya Multilingual Core ML ANE
Laya Multilingual Core ML ANE is a downloadable FP16 checkpoint for short decisions, listed with CPU and Neural Engine support. The bundle has a B1/L96 capacity and a 96-token total limit.
What it does
Developers can use it to run local choice, ordinal-score, and boolean decisions, or route requests among Core ML model bundles.
- Availability
- Install from PyPI; model bundles available on Hugging Face
- Pricing model
- Apache-2.0
- Deployment
- Local inference on Apple Silicon; download once, then run offline
- Privacy
- Subsequent predictions stay local
- Licence
- Apache-2.0
Capability
Modality
Access
Deployment
Pricing
Target user
Evidence
6 claims- Version 0.4.0 is available as the laya-coreml Python package on PyPI.
- The runtime supports batch and long-text prediction, hooks, structured decisions, calibration, HTTP/MCP, evaluation, and Router behavior.
- After downloading a model, users can run inference offline on Apple Silicon. [1]
- The runtime returns probabilities for choice, ordinal-score, and boolean questions without autoregressive decoding. [1]
Laya returns probabilities for **choice**, ordinal **score**, and boolean **noul**
GitHub new repositories. Quoted text is outside CC BY 4.0 and keeps its original rights. - Subsequent predictions stay local. [1]
models download before initialization; subsequent predictions stay local.
GitHub new repositories. Quoted text is outside CC BY 4.0 and keeps its original rights. - The project is an independent port and is not an official Convai Innovations or Apple release. [1]
Not an official Convai Innovations or Apple release.
GitHub new repositories. Quoted text is outside CC BY 4.0 and keeps its original rights.
Sources
1
1
GitHub new repositoriesOwner-controlled
https://github.com/mizorewww/laya-coreml
Retrieved 2026-10-27 01:17 UTC
Verified
Versions
5| Version | Effective | Change | Changed fields | State |
|---|---|---|---|---|
| 5 | 2026-10-20 13:56 UTC | evidence update | score | Current |
| 4 | 2026-10-10 22:59 UTC | material change | capability, access, pricing, availability, deployment, privacy | Current |
| 3 | 2026-10-02 07:14 UTC | material change | access, availability, deployment, privacy | Current |
| 2 | 2026-09-25 13:23 UTC | material change | access, pricing, availability, pricing model, deployment, privacy | Current |
| 1 | 2026-09-24 13:41 UTC | publication | None | Current |
In briefs
2- New models and tools focus on typed decisions and long-context tasks Weekly brief 2026-W39
- Claude Platform adds automatic evaluation for Managed Agents tool calls Daily brief 2026-09-24
Original catalog content is licensed under CC BY 4.0, attributed to wowsuchai. Source quotations and linked content keep their original rights.