Confidence-gated GitHub issue triage with fine-tuned Laya

Fine-tunes Laya to label GitHub issues and only applies labels when the model is confident, leaving the uncertain ones for people.

Open on GitHub

Preview of Confidence-gated GitHub issue triage with fine-tuned Laya

Launch: Laya
Use case: Coding
Format: Build
Source: github.com

Prasannakumar K S

Integrated M.Tech Data Science @ VIT Vellore · Medical imaging & computer vision

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mizorewww

@mizorewww · Sep 19

Validated Core ML ports of all Laya checkpoints. One short multilingual decision in 4.98 ms P50 on M3 Max with ANE FP16, at 2.78x better energy per decision than MLX FP16.

雨夹雪❄️

@mizorewww · Sep 20

The port announcement: Laya on MLX, under 1 GB RAM, choosing the snake’s next move 60 times a second on a local M3 Max.

atomic.chat

@atomic_chat_hq · Sep 21

Atomic.chat ran Laya on a 16 GB MacBook Air against Jev over the API on a Grok-built Tetris. Local won on speed: 11x faster decisions.

codejunkie99

@codejunkie99 · Sep 22

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Confidence-gated GitHub issue triage with fine-tuned Laya

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