v0.12.28 v0.4.0
facebookresearch/sam-audioOct 9, 2026 → Oct 10, 20261 day between releases
What's New
Ports Laya v0.4.1 features including tournament prediction, confidence gates, and parallel option layouts.
Breaking Changes
- Router() now sends language-undecided inputs to the multilingual checkpoint; set Router(default='english') to retain previous behavior.
New Features
- Introduces predict_tournament to narrow large choice sets without embeddings.
- Adds scalar and per-option-count min_confidence gates to Agent and Router.
- Supports option_layout='parallel' throughout MLX inference.
- Uses FP32 intermediate computation to avoid native FP16 crashes on macOS 26.
- Register custom checkpoints with register, unregister, registered, or models=.
Improvements
- Keep resident-model requests available during cold checkpoint construction.
- Use FP32 intermediate computation for CPU parallel-option attention.
- Deduplicate builds and synchronize targeted unloads per checkpoint.
Bug Fixes
- Fix language detection.
Upgrade Notes
Router() behavior changed to route language-undecided inputs to multilingual checkpoint; set Router(default='english') to retain previous behavior. Existing checkpoints remain sequential; do not enable parallel layout by editing old checkpoint configurations.
The Two Releases
v0.12.28 — complete Zoom transcripts; Lite and Compose on versitygw
Oct 9, 2026· 13 days ago
This release introduces comprehensive improvements to Zoom transcription capabilities, including complete transcripts on busy calls and precise timing. It also marks a significant infrastructure update for Lite and Compose deployments by migrating recording storage to versitygw and adding flexible S3 configuration options for Helm.
Full release noteslaya-mlx v0.4.0
Oct 10, 2026· 12 days ago
This release ports upstream Laya v0.4.1 runtime features to MLX, introducing parallel option layouts, tournament prediction, and new confidence gate mechanisms.
Full release notes