v0.122.0 v0.3.28

medium risk

parruda/swarmOct 5, 2026 → Oct 5, 20260 days between releases

What's New

Introduces shared training library and CLI alongside Docker base image update to Debian 13

Breaking Changes

  • Refuse unpublished path-like model IDs instead of auto-routing
  • Docker base image updated to Debian 13 (trixie)

New Features

  • Add laya.train shared training loop
  • Add laya-train CLI and CSV/expected dataset loaders
  • Registry for custom checkpoints beside built-ins
  • Add predict_tournament for choice questions past option budget
  • Parallel option layout for order-invariant decisions

Improvements

  • Docker base image updated to Debian 13 (trixie)
  • Include inference backends in wheels
  • Explain predict_batch default hooks composition

Bug Fixes

  • Refuse unpublished path-like model IDs instead of auto-routing
  • Fix Apple Silicon and research scripts temperature clamping
  • Fix ONNX single-option questions
  • Skip questions past max_len instead of crashing batch
  • Forward per-call hook options through predictBatch

Upgrade Notes

Update Docker base image to Debian 13 (trixie). Ensure model IDs are published before use to avoid routing refusals. Migrate training workflows to use the new laya.train shared loop.

The Two Releases

v0.122.0

v0.122.0

Oct 5, 2026· 17 days ago

A major release introducing a comprehensive wallet system for credits, metering, and billing, along with managed tool actions and the ability to charge gateway calls to the wallet.

Full release notes
v0.3.28

v0.3.28

Oct 5, 2026· 17 days ago

Major infrastructure overhaul introducing a shared training library and CLI, alongside improvements to packaging, routing, and Docker support.

Full release notes