v0.3.27

Name: dirsearch
Author: maurosoria

maurosoria/dirsearchv0.3.27Oct 4, 2026by github-actions[bot]

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What changed from v1.5.9 → v0.3.27?What's new in v0.6.2 after v0.3.27?

AI Summary

This release addresses stability and correctness issues, including hook chain execution order and confidence flag management. It adds a new Java inference package and improves Apple Silicon performance with MPS autocast benchmarks.

Key Highlights

New Java inference package (`laya-java`)
Fixed hook execution order in predict_batch
Fixed `low_confidence` flag clearing on re-evaluation
Improved Apple Silicon performance (MPS fp16)
Fixed transformers import crash on load

New Features

Java inference package
MPS fp16 autocast benchmarks
Hook execution order fixes
Confidence flag management fixes

Full Release Notes

## What's Changed
* fix(confidence): clear stale low_confidence flag on re-evaluation (#910) by @Sarthak-Pandey in https://github.com/NandhaKishorM/laya/pull/911
* fix(router): accept and compose per-call hooks in predict_batch and route_batch (#909) by @Swatantra-66 in https://github.com/NandhaKishorM/laya/pull/912
* fix(email): match French device footers with normal spacing by @AzarudeenshariffA in https://github.com/NandhaKishorM/laya/pull/913
* fix(router): run predict_long's scan after the hook chain, not as a hook by @keemsisi in https://github.com/NandhaKishorM/laya/pull/914
* fix(evals): a coverage cut must not split a group of tied confidences by @keemsisi in https://github.com/NandhaKishorM/laya/pull/918
* fix(calibrate): fit abstention thresholds on the scale the gate will read by @AlKor13 in https://github.com/NandhaKishorM/laya/pull/920
* fix: keep transformers from importing TensorFlow, which crashes a load when it cannot load by @PerryLink in https://github.com/NandhaKishorM/laya/pull/924
* feat(java): laya-java: a JVM inference package, gated against the Python reference by @keemsisi in https://github.com/NandhaKishorM/laya/pull/927
* docs(benchmarks): MPS fp16 autocast against fp32 on an Apple M1 Pro by @cacheline999 in https://github.com/NandhaKishorM/laya/pull/928

## New Contributors
* @AzarudeenshariffA made their first contribution in https://github.com/NandhaKishorM/laya/pull/913
* @cacheline999 made their first contribution in https://github.com/NandhaKishorM/laya/pull/928

**Full Changelog**: https://github.com/NandhaKishorM/laya/compare/v0.3.26...v0.3.27

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