Laya Files

What's Changed

• fix(docker): read a file-backed secret past a Windows editor BOM by @aashish254 in https://github.com/NandhaKishorM/laya/pull/765
• feat(mcp): forward hooks_timeout, min_confidence and sort_by_length on laya_predict_batch by @aashish254 in https://github.com/NandhaKishorM/laya/pull/766
• fix(examples): example 33 quoted the shipped temperature, not the applied one by @aashish254 in https://github.com/NandhaKishorM/laya/pull/768
• fix(examples): example 03 now shows answer_confidence, the field to gate on by @aashish254 in https://github.com/NandhaKishorM/laya/pull/769
• feat(mcp): forward hooks_timeout on laya_route_batch by @aashish254 in https://github.com/NandhaKishorM/laya/pull/770
• fix(examples): example 04 called the entropy confidence "calibrated" by @aashish254 in https://github.com/NandhaKishorM/laya/pull/771
• fix(examples): the README row for example 33 listed an option count the example never had by @aashish254 in https://github.com/NandhaKishorM/laya/pull/772
• fix(examples): the shared describe() prints answer_confidence, not just entropy by @aashish254 in https://github.com/NandhaKishorM/laya/pull/773
• feat(serve): forward the per-call controls /v1/systemone already forwards on /v1/systemone/batch by @aashish254 in https://github.com/NandhaKishorM/laya/pull/774
• fix(docker): check_torch reports a missing argument and a missing torch by name by @aashish254 in https://github.com/NandhaKishorM/laya/pull/775
• feat(evals): make laya-evals run --min-confidence reach the abstention gate by @aashish254 in https://github.com/NandhaKishorM/laya/pull/777
• feat(examples): forward the per-call controls laya.serve forwards on /v1/systemone by @aashish254 in https://github.com/NandhaKishorM/laya/pull/778
• feat(research): add Spanish phone-turn benchmark and fine-tuning recipe by @fchinch in https://github.com/NandhaKishorM/laya/pull/784
• feat(evals): attribute shortlist retrieval and decision errors by @zhangxinping666 in https://github.com/NandhaKishorM/laya/pull/787
• chore(security): name the advisories in the warning and pin the image boundary by @devloper961-maker in https://github.com/NandhaKishorM/laya/pull/788
• fix(onnx): default --quantize to per-tensor; per-channel collapses the model (#790) by @AlKor13 in https://github.com/NandhaKishorM/laya/pull/792
• feat(cli): make core's soft language hint (lang_guess) reachable with --lang-guess by @aashish254 in https://github.com/NandhaKishorM/laya/pull/795
• feat(mcp): forward Router lang_guess through the single-request tools by @aashish254 in https://github.com/NandhaKishorM/laya/pull/797
• feat(integrations): forward lang and min_confidence through the framework wrappers by @aashish254 in https://github.com/NandhaKishorM/laya/pull/798
• fix(cli): read --batch - from stdin as utf-8 by @plox-sumit in https://github.com/NandhaKishorM/laya/pull/799
• feat(integrations): forward budgets and hooks from LayaDecision by @aashish254 in https://github.com/NandhaKishorM/laya/pull/800
• fix(verify): checkpoints.py repairs a truncated download instead of trusting it by @aashish254 in https://github.com/NandhaKishorM/laya/pull/801
• fix(mcp): reject a LAYA_DEVICE value torch cannot parse where it is read by @aashish254 in https://github.com/NandhaKishorM/laya/pull/802
• fix(benchmarks): plot_results labels the figure from the data and the repo, not literals by @aashish254 in https://github.com/NandhaKishorM/laya/pull/803
• fix(compose): forward the laya-serve knobs the gate deferred by @aashish254 in https://github.com/NandhaKishorM/laya/pull/806
• fix(compose): the example override's model default must be the one the page prints by @aashish254 in https://github.com/NandhaKishorM/laya/pull/807
• fix(examples): keep the /gui 4xx error page off exception text by @modusensus in https://github.com/NandhaKishorM/laya/pull/808
• test(env): hold the AMP dtype spellings the docs promise to the code by @aashish254 in https://github.com/NandhaKishorM/laya/pull/809
• docs(http-api): document every field /health returns, and gate it by @aashish254 in https://github.com/NandhaKishorM/laya/pull/811
• fix(notebooks): fine-tune notebook fits temperatures outside runtime clamp, so served calibration differs (#637) by @Sarthak-Pandey in https://github.com/NandhaKishorM/laya/pull/642
• feat(confidence): report the abstention gate's state on every answer by @Bruce-Yii in https://github.com/NandhaKishorM/laya/pull/679
• docs(guides): add production use cases and architectural patterns (#675) by @Swatantra-66 in https://github.com/NandhaKishorM/laya/pull/684
• fix(agent): predict_long skips part of the document and reports that it read it by @keemsisi in https://github.com/NandhaKishorM/laya/pull/689
• fix(router): stop a per-checkpoint pin from silently disabling the ca… by @keemsisi in https://github.com/NandhaKishorM/laya/pull/690
• feat(docker): bake checkpoints from ModelScope at build time by @cgq0816 in https://github.com/NandhaKishorM/laya/pull/720
• feat(cli): make core's abstention gate reachable from the command line by @aashish254 in https://github.com/NandhaKishorM/laya/pull/725
• fix(onnx): declare dynamic dims with dynamic_axes again so export works on torch < 2.9 by @cklxx in https://github.com/NandhaKishorM/laya/pull/726
• test(serve): bound the loopback waits so a stalled bind fails instead of hanging by @Yi-111-a in https://github.com/NandhaKishorM/laya/pull/727
• feat(lang): detect Swedish with MASSIVE evaluation by @yeager in https://github.com/NandhaKishorM/laya/pull/728
• feat(serve): make the routing fallback reachable from the environment by @aashish254 in https://github.com/NandhaKishorM/laya/pull/730
• feat(shortlist): return cosine scores from shortlist_choice on request by @aashish254 in https://github.com/NandhaKishorM/laya/pull/733
• fix(integrations): gate thresholds on answer_confidence, never entropy confidence by @aashish254 in https://github.com/NandhaKishorM/laya/pull/734
• fix(shortlist): refuse a cache write whose embedding width changed by @aashish254 in https://github.com/NandhaKishorM/laya/pull/735
• feat(email): clean French mail clients the way EN/PT/ES are cleaned by @aashish254 in https://github.com/NandhaKishorM/laya/pull/736
• fix(tests): normalize relpath separators in test_env_docs for Windows compatibility by @LEVELING2108 in https://github.com/NandhaKishorM/laya/pull/737
• fix(docs): link the TypeScript SDK guide by URL so the strict build stops failing by @keemsisi in https://github.com/NandhaKishorM/laya/pull/742
• docs(finetune): add Apple Silicon MPS fine-tuning script guide by @Angboo in https://github.com/NandhaKishorM/laya/pull/743
• fix(ci): do not cancel an eval run that is already in flight by @Bruce-Yii in https://github.com/NandhaKishorM/laya/pull/745
• fix(ts): reject a null or empty instructions, as Python does by @Bruce-Yii in https://github.com/NandhaKishorM/laya/pull/746
• fix(ts): reject bucket overrides that are not a mapping, as Python does by @Bruce-Yii in https://github.com/NandhaKishorM/laya/pull/749
• feat(research): choice identical-option control for presentation_checks (#602, part a) by @hiroki-abe-58 in https://github.com/NandhaKishorM/laya/pull/753
• feat(evals): add opt-in per-slice quality gates by @zhangxinping666 in https://github.com/NandhaKishorM/laya/pull/755
• fix(common): refuse a bool where a temperature is expected by @aashish254 in https://github.com/NandhaKishorM/laya/pull/757
• fix(hooks): refuse a skip() whose count breaks the contract it documents by @aashish254 in https://github.com/NandhaKishorM/laya/pull/758
• feat(evals): accept --calibration on laya-evals run --onnx by @NAVEENPRASAATH23 in https://github.com/NandhaKishorM/laya/pull/759
• docs(security): add SECURITY.md vulnerability reporting policy (#740) by @Swatantra-66 in https://github.com/NandhaKishorM/laya/pull/761
• feat(sdk): expose the per-request controls /v1/systemone forwards by @aashish254 in https://github.com/NandhaKishorM/laya/pull/763
• fix(calibrate): refuse a payload whose shape is not one this code can read by @aashish254 in https://github.com/NandhaKishorM/laya/pull/764
• fix(revisions): find the reviewed pin whatever case the repo id is spelled in by @aashish254 in https://github.com/NandhaKishorM/laya/pull/767
• perf(agent): reuse compiled CUDA graphs across token lengths by @RagingSilence in https://github.com/NandhaKishorM/laya/pull/791
• fix(agent): synchronize GPU OOM fallback to protect concurrent in-flight inference (#649) by @Swatantra-66 in https://github.com/NandhaKishorM/laya/pull/810
• feat(benchmarks): add Chinese reliability evaluation by @Fanrito in https://github.com/NandhaKishorM/laya/pull/392
• fix(evals): every laya-evals argument says what it is, in --help and on the page by @aashish254 in https://github.com/NandhaKishorM/laya/pull/813

New Contributors

• @fchinch made their first contribution in https://github.com/NandhaKishorM/laya/pull/784
• @plox-sumit made their first contribution in https://github.com/NandhaKishorM/laya/pull/799
• @Sarthak-Pandey made their first contribution in https://github.com/NandhaKishorM/laya/pull/642
• @cgq0816 made their first contribution in https://github.com/NandhaKishorM/laya/pull/720
• @Yi-111-a made their first contribution in https://github.com/NandhaKishorM/laya/pull/727
• @yeager made their first contribution in https://github.com/NandhaKishorM/laya/pull/728
• @NAVEENPRASAATH23 made their first contribution in https://github.com/NandhaKishorM/laya/pull/759
• @Fanrito made their first contribution in https://github.com/NandhaKishorM/laya/pull/392

Full Changelog: https://github.com/NandhaKishorM/laya/compare/v0.3.22...v0.3.23