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Commits on Aug 23, 2026

• test(mcp): pin the version ceiling, not just the floor

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  MakazhanAlpamys

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• feat(mcp): support the mcp 2.x SDK, and lift the <2 cap

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• chore(changelog): add conflict-free per-PR changelog fragments (#487)

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  Amix29

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• fix(compat): use torch_dtype at every production load site, and exercise the transformers floor in CI (#478)

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  AchuthReddy-16

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• fix(sft): collate SmolVLM vision batches end to end (#302)

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  Amix29

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Commits on Aug 22, 2026

• fix(eval): stamp baseline scorer/version provenance (#404)

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  AchuthReddy-16

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• fix(stream): keep the Apple Silicon host store on CPU (#434)

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  Amix29

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• feat(eval): add safe Aider Polyglot Docker runner (#91)

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  Amix29

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• feat(monitor): support Apple Silicon via powermetrics (#99)

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  Amix29

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• feat(mcp): serve MCP over sse and streamable http, not just stdio (#296)

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  MakazhanAlpamys

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• fix(export): require calibration data for GPTQ and write a loadable shard name (#338)

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  AmirF194

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• fix(replay): make max_points a hard cap on downsample (#473)

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  MakazhanAlpamys

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• feat(data): sample best-of-n candidates from ollama or vllm providers (#299)

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Commits on Aug 21, 2026

• test(draft): pin the cross-tokenizer boundary-merge bias at exactly 1/n_gen (#462)

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  kok-o

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• test(replay): pin the stride so an off-by-one cannot sail through (#273)

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  AmirF194

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• docs(contributing): stop hand-maintaining test-suite counts, and guard the shape (#465)

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  harshitthek

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• test(lr-groups): cover the all-matched branch, where no base group is emitted (#273)

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  AmirF194

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• fix(live-eval): thread quantization into load_model_and_tokenizer (#367, plumbing only)

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  AmirF194

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Commits on Aug 20, 2026

• feat(draft): support cross-tokenizer drafts (#304)

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  CODING-DARSH

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• perf(callbacks): defer TrainerCallback resolution to first access (#320)

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  AchuthReddy-16

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• feat(stream): support heterogeneous decoder layers and admit Qwen3.5 MoE

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  Shutaru

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• test(recipes): ratchet the recipe count across every documentation site (#453)

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  harshitthek

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• feat(data): wire data.interleave into training-time dataset loading (#443)

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  blackcoderx

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• feat(stream): make layer-streaming pinning configurable via training.stream_pin (#366)

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  ousamabenyounes

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• fix(draft): gate measure on config.vocab_size and persist the report incrementally (#344)

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Commits on Aug 19, 2026

• docs(contributors): Harshit Sharma's fourth merge (#458)

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  MakazhanAlpamys

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• fix(cce,liger): match the architecture keyword against the path's last component, not the whole path (#456)

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  harshitthek

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• feat(recipes): add the glm-5.1-dpo recipe (#280)

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  Osheun

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• fix(layer-stream): compare gemm repeats within one measurement, not across two probes (#444)

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  harshitthek

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• feat(recipes): add the qwen3.5-9b-grpo recipe (#277)

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  harshitthek

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• fix(cce): resolve cut_ce architecture from config, not a name substring (#383)

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  AmirF194

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• fix(data): read duck-typed tokenizer outputs and share coerce_token_ids (#441)

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  AchuthReddy-16

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• fix(test): the licence guard flagged its own docstring, red on all nine cells

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  MakazhanAlpamys

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Commits on Aug 18, 2026

• test(license): fail the build on a third-party licence header, repo-wide

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  MakazhanAlpamys

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• fix(data): soup data mix --live writes an overlay config it can load (#442)

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  blackcoderx

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