v0.4.5
parruda/swarmv0.4.5Oct 12, 2026by github-actions[bot]
Upgrading?
AI Summary
Extensive documentation updates and fixes for multilingual routing defaults, calibration ragged pools, and low confidence markers.
Key Highlights
- Fix: Matches multilingual routing default behavior.
- Fix: Keeps ragged pool fit from vanishing into 1.0.
- Fix: Clears stale low_confidence marker at min_confidence 0.0.
- Extensive documentation updates for hooks, calibrate, and reference.
New Features
- Documentation improvements
- Calibration fixes
- Routing default fixes
Full Release Notes
## What's Changed * docs(hooks): give the non-callable-event row an example that reaches it by @aashish254 in https://github.com/NandhaKishorM/laya/pull/1154 * docs(hooks): the audit-log snippet needs sys for the stdout it writes by @aashish254 in https://github.com/NandhaKishorM/laya/pull/1155 * ci(windows): run the shared CI and release test suites by @Rish-it in https://github.com/NandhaKishorM/laya/pull/1156 * fix(ts)!: match the multilingual routing default by @Rish-it in https://github.com/NandhaKishorM/laya/pull/1157 * fix(calibrate): keep a ragged pool's fit from vanishing into 1.0 by @aashish254 in https://github.com/NandhaKishorM/laya/pull/1158 * docs(hooks): the empty batch passes predict_batch's usage guard by @aashish254 in https://github.com/NandhaKishorM/laya/pull/1159 * docs(reference): quantizing the whole model fails on .dtype, not .device by @aashish254 in https://github.com/NandhaKishorM/laya/pull/1160 * docs(shortlist): name the non-finite row cached_embed_fn stores by @aashish254 in https://github.com/NandhaKishorM/laya/pull/1161 * docs(hooks): a predict's run_id count is the Router's cache state, not a fixed three by @aashish254 in https://github.com/NandhaKishorM/laya/pull/1162 * docs(common): say what confidence_from_probs returns below k=2 by @aashish254 in https://github.com/NandhaKishorM/laya/pull/1164 * docs(evals): say what each route puts in the revisions block by @aashish254 in https://github.com/NandhaKishorM/laya/pull/1150 * docs(http-api): the option ceiling moves with the question's instructions too by @aashish254 in https://github.com/NandhaKishorM/laya/pull/1151 * fix(ts): clear stale low_confidence marker at min_confidence 0.0 (#910) by @Swatantra-66 in https://github.com/NandhaKishorM/laya/pull/1153 * docs(hooks): the api.md cache block reads json and hashlib and imports neither by @aashish254 in https://github.com/NandhaKishorM/laya/pull/1163 **Full Changelog**: https://github.com/NandhaKishorM/laya/compare/v0.4.4...v0.4.5
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