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huggingface/transformers

// all events — 2026-07-26

Type AI Score Description Actor Reason Date
commit 1.00 Fix Gemma4 audio feature dtype mismatch in masked_scatter (# Commit message contains explicit AI assi 2026-07-23
commit 1.00 [DiffusionGemma] Support gradient checkpointing (#46572) Commit message contains explicit AI assi 2026-07-23
commit 1.00 Fix some failed test cases related with XPU Expectations (#4 Commit message contains explicit AI assi 2026-07-23
commit 1.00 Fix MoE expert decompression for non-32-divisible bit widths Commit message contains explicit AI assi 2026-07-22
commit 1.00 Fix double-shifted training loss in GitForCausalLM (#47395) Commit message contains explicit AI assi 2026-07-21
commit 1.00 Fix `TrackioCallback` fails to log evaluation metrics after Commit message contains explicit AI assi 2026-07-21
commit 1.00 Fix orthogonal_ init for low-precision dtypes (bf16/fp16) (# Commit message contains explicit AI assi 2026-07-17
pr 1.00 [Mistral] Add native tekken tokenizer support to AutoTokeniz PR body explicitly mentions AI collabora 2026-07-23
pr 1.00 Hoist special-token lookups in wav2vec2 decode paths and dro PR body explicitly mentions AI collabora 2026-07-26
pr 1.00 Add new model `EfficientVit-SAM` to transformers PR body explicitly mentions AI collabora 2026-07-12
pr 1.00 Fix CodeLlama tokenizer dropping leading whitespace on decod PR body explicitly mentions AI collabora 2026-07-22
pr 1.00 Fix model parallel device mismatch in `create_bidirectional_ PR body explicitly mentions AI collabora 2026-07-26
pr 1.00 Make _added_tokens_decoder the single source of truth for ad PR body explicitly mentions AI collabora 2026-07-20
pr 1.00 adding amd quark config class changes PR body explicitly mentions AI collabora 2026-07-14
pr 1.00 docs: fix multiple typos in gemma4_unified_assistant.md PR body explicitly mentions AI collabora 2026-07-25
pr 1.00 docs: Fix typos, broken links, and ISO code inconsistencies PR body explicitly mentions AI collabora 2026-07-25
pr 1.00 Add support for Nemotron Omni PR body explicitly mentions AI collabora 2026-06-08
pr 1.00 Add Unlimited OCR PR body explicitly mentions AI collabora 2026-06-23
pr 1.00 Executorch exporter fixes PR body explicitly mentions AI collabora 2026-07-10
pr 1.00 pytorch 2.13 is released , updating transformer to handle th PR body explicitly mentions AI collabora 2026-07-09
pr 1.00 Allow position_ids_start=2 on DataCollatorWithFlattening for PR body explicitly mentions AI collabora 2026-07-24
pr 1.00 Make tokenization_mistral_common importable without mistral_ PR body explicitly mentions AI collabora 2026-07-18
pr 1.00 fix: add pickle support to _LazyConfigMapping for spawn mult PR body explicitly mentions AI collabora 2026-05-18
pr 1.00 Fix potential ReDoS by escaping tokenizer filename used as r PR body explicitly mentions AI collabora 2026-07-23
pr 1.00 Review 47411 PR body explicitly mentions AI collabora 2026-07-24
pr 0.50 fix minor docs, testing, and npu detection issues Somewhat formal, detailed phrasing but l 2026-07-25
pr 0.20 Fix Pix2StructTextAttention init using hidden_size instead o Somewhat detailed, but concise and techn 2026-07-26
commit 0.10 Add AXK2 from SKT (#47528) Commit uses technical terms, informal to 2026-07-24
commit 0.10 Fix failing tests for mimo_v2_flash (#47284) Informal and technical; lists specific t 2026-07-24
commit 0.10 CPU can incur a slow path on non-contiguous magnitudes (#473 Technical, domain-specific, concise; no 2026-07-22
commit 0.10 Route chat management calls to the service root (#47138) (#4 Informative, detailed, with technical ja 2026-07-22
commit 0.10 Fix gradient inflation when combining label smoothing with g Analysis is detailed and technical with 2026-07-22
commit 0.10 [Qwen3ASR] Add hotword parsing, and fix language parsing and Domain-specific, with informal amendment 2026-07-22
commit 0.10 Fix multi-device mxfp4 dequantization race in `_convert_moe_ Technical, signed, multi-author, and dom 2026-07-22
commit 0.10 Fix CohereASR training-loss double-shift (same as Moonshine Informal yet technical commit style; spe 2026-07-21
commit 0.10 Add distributed runtime utils and DistributedMixin (#47352) Commit history with terse notes suggests 2026-07-21
commit 0.10 Fix inkling feature extractor (#47349) Uses domain jargon and informal edits, n 2026-07-15
pr 0.10 wip step 3 7 flash Minimal, domain-specific, and informal; 2026-06-15
pr 0.10 Add LoMa keypoint matching model Only a succinct title, contains domain j 2026-07-18
pr 0.10 Add heterogeneous model support (per-layer config and modeli Domain-specific title, no verbose or AI- 2026-04-09
pr 0.10 Add Fun-ASR-Nano model Short technical title, lacking any AI-ge 2026-05-24
pr 0.10 regression test covering the mlx-community/MiniCPM5-1B-8bit Very brief, model-specific content, not 2026-07-26
pr 0.10 Add MXFP4 training support via a dequantize-on-the-fly fallb Technical, terse, and focused; lacks AI- 2026-07-21
pr 0.10 Fix Phi3/Phimoe prepare_inputs_for_generation forwarding Terse, domain-specific language with cle 2026-07-24
commit 0.05 Fix the HunyuanVL's torchvision backend (#47499) Terse technical explanation with specifi 2026-07-23
commit 0.05 Use new `per_layer_config` for Gemma 4 so that heterogeneous Technical language, direct phrasing, cle 2026-07-23
commit 0.05 Fix failing tests for zaya (#47268) Concise commit style, lists failures, st 2026-07-23
commit 0.05 tipsv2_dpt: fix failing tests for XPU (#47292) Structured, terse, and domain-specific l 2026-07-23
commit 0.05 add paged attention tests support for XPU (#47163) Standard commit format, domain terms, na 2026-07-23
commit 0.05 Add FSDP CI and end-to-end FSDP tests + save fsdp (#47357) Highly technical detail, natural human c 2026-07-23
commit 0.05 fix: guard DTensor import in sharding_utils.py for PyTorch < Direct, technical fix description with d 2026-07-23
commit 0.05 [Quantization]: Refactor is_quantization_compressed for form Standard commit format, technical and co 2026-07-22
commit 0.05 CI: add serge verify (GPU) caller workflow (#47381) Highly technical, terse, natural domain 2026-07-17
commit 0.05 ci: harden daily CI reporting against GitHub API rate limits Informal, domain-specific, includes erro 2026-07-17
commit 0.00 Fix `causal_conv1d_fn` positional `activation` colliding wit Short, technical fix message; no AI sign 2026-07-24
commit 0.00 Refactor all linear attention models to latest best standard Fragmented, terse commit messages with t 2026-07-24
commit 0.00 Make tokenization_mistral_common importable without mistral_ Very short, purely technical; no AI indi 2026-07-24
commit 0.00 Use --flake-runs=1 in check_bad_commit.py for PR comment CI Terse, technical; email in trailer, but 2026-07-24
commit 0.00 Deprecate the old response_schema (#47320) Direct, technical, no boilerplate or AI- 2026-07-24
commit 0.00 fix: add pickle support to _LazyConfigMapping for spawn mult Contains personal signature, technical p 2026-07-24
commit 0.00 Fix potential ReDoS by escaping tokenizer filename used as r Technical language, specific context, no 2026-07-24
commit 0.00 Fix vision position-embedding init width fallback in Phi4Mul Very brief, technical, no signals of AI- 2026-07-24
commit 0.00 Delete old deprecations (#47518) Commit messages are short, informal, and 2026-07-24
commit 0.00 Run only @slow tests in PR comment CI (#47521) Terse commit messages, clear human domai 2026-07-24
commit 0.00 Fix incorrect type hint (#47519) Simple, human-authored commit message an 2026-07-24
commit 0.00 Deprecate CB config in gen configuration (#47291) Quick, shorthand language and typos indi 2026-07-24
commit 0.00 Allow metal-flash-sdpa for OpenAIPrivacyFilter on MPS (#4674 Casual, abbreviated style is clearly hum 2026-07-24
commit 0.00 [Offloading] [Bugfix] Fix fully offloaded model saving (#473 Concise, domain-specific commit messages 2026-07-23
commit 0.00 CI: fix torchaudio pinning +proper break in rnnt (#47422) Informal, terse commit messages with tec 2026-07-23
commit 0.00 add_axk1 (#46867) Technical, domain-focused, with typical 2026-07-23
commit 0.00 Fix Qwen2.5-Omni Token2Wav DiT rotary embedding layout (inte Detailed, technical explanation with jar 2026-07-23
commit 0.00 CI: add reproduce mode to serge verify caller (#47492) Technical writing, straightforward expla 2026-07-23
commit 0.00 feat[vLLM x v5]: Make audio optional and support multiple au Typical commit subject/body, no AI phras 2026-07-23
commit 0.00 [fix][whisper]: fix max_new_tokens handling (#46795) Brief, domain-specific fix; no sign of A 2026-07-23
commit 0.00 Isolate MLA KV expansion to make it easier to bypass (#47460 Technical commit history with human styl 2026-07-23
commit 0.00 Update serve chat parsing (#46267) Terse, domain-internal phrasing; no form 2026-07-23
commit 0.00 Fix loss alignment and Trainer token counting for encoder de Technical, detailed, full of context and 2026-07-23
commit 0.00 [fix] fix requirements audio feature and proc (#47113) Very terse, telegraphic, and domain-like 2026-07-22
commit 0.00 fix: liger unnecessarily materializes logits in VRAM during Single line, domain-specific, terse; no 2026-07-22
commit 0.00 Remove deprecated training args and `is_fast` property (#469 Terse, domain-standard, includes sign-of 2026-07-22
commit 0.00 Consistent output shape from `get_image_features` (#46405) One-word lines and shorthand, highly inf 2026-07-22
commit 0.00 fix failed test cases for qwen3_omni_moe model (#47449) Commit messages are brief, specific, and 2026-07-22
commit 0.00 Fix Hunyuan-VL PIL image resize parity with reference prepro Very terse human-like commit messages wi 2026-07-22
commit 0.00 Move `value` padding into the attention interfaces that need Human-typical, terse, domain-specific co 2026-07-22
commit 0.00 Simplify function dispatch for linear attention (#47450) Short, informal, domain-specific commit 2026-07-22
commit 0.00 [cache] Allow sliding window layers to be roll-backed for sp Informal, specific, and human-style comm 2026-07-22
commit 0.00 Warn when `group_by_length` is silently ignored for iterable Concise, terse commit message typical of 2026-07-21
commit 0.00 Update bug report list (#46607) Short, human-like commit message and che 2026-07-21
commit 0.00 Fix shape mismatch in KyutaiSpeechToText `generate()` last w Terse commit messages and use of signed- 2026-07-21
commit 0.00 Optimize flash attention max seqlen computation in vision at Terse changelog messages with human-like 2026-07-21
commit 0.00 fix: remove unreachable return in special token builder (#47 Minimal, clear, informal message as is c 2026-07-21
commit 0.00 Add Harry to slow CI (#47454) Single, brief, informal comment typical 2026-07-21
commit 0.00 BLT: vectorize patch length processing (#47385) Changelog-style terse message with domai 2026-07-21
commit 0.00 [Kimi] add integration tests (#47383) Terse style with non-standard capitaliza 2026-07-21
commit 0.00 Fix typo in `MusicgenForCausalLM.generate()` (#46974) Minimal, concise changelog entries with 2026-07-21
commit 0.00 Fix Cosmos 3 Edge Patch packing order (#47399) Commit messages are terse, technical, an 2026-07-20
commit 0.00 Fix yarn `mscale_all_dim` for DeepSeek v2 and Mistral 4 (#47 Commit messages are concise, domain-spec 2026-07-20
commit 0.00 Fix recurrent-layer padding mask being skipped on continued Technical explanations with natural edit 2026-07-20
commit 0.00 Hoist special-token lookups out of per-token loops in six sl Succinct, domain-jargon usage, no signal 2026-07-20
commit 0.00 fix typos and variable naming in quicktour.md (#47418) Typical human edit messages and casual l 2026-07-20
commit 0.00 Normalize multimodal input keys in AnyToAnyPipeline (#47074) Domain-specific, includes typical commit 2026-07-20
commit 0.00 Fix Aria checkpoint key conversion mapping (#47151) Detailed technical note, domain-specific 2026-07-20
commit 0.00 extend tests/models/qwen3_next/test_modeling_qwen3_next.py:: Commit is technical, includes email, no 2026-07-20
commit 0.00 Fix `BlockMask` crash in CTRL flex-attention generation (#46 Extremely terse, cryptic commit message; 2026-07-17
commit 0.00 [docs] Fix decode examples and expected output in fast_token Minimal, typical doc fix, no sign of AI 2026-07-17
commit 0.00 Fix image-text-to-text stop_sequence handling (#47032) Standard fix, includes human co-author, 2026-07-17
commit 0.00 [serge] Fix 20 integration tests for model `whisper` failing — 2026-07-17
commit 0.00 [Mistral] Move MistralConverter into integrations/mistral/ p Regular refactor commit, normal structur 2026-07-17
commit 0.00 Fix GLM video frame padding for temporal patches (#47141) Technical changelog, natural tone, speci 2026-07-17
commit 0.00 Refactor image loading in tests to use load_test_image helpe Human-like granular commit list, non-AI 2026-07-17
commit 0.00 Add Cosmos3 Edge model support (#47181) Detailed technical changelog, natural it 2026-07-16
commit 0.00 [docs] Inkling (#47350) Minimal, ambiguous message, matches huma 2026-07-16
commit 0.00 Fix Daily CI reporting issues (#47364) Concise, domain-specific language; no AI 2026-07-16
commit 0.00 [AudioFlamingo3] Fix bfloat16 dtype mismatch in audio encode Detailed technical description with jarg 2026-07-16
commit 0.00 [`peft`] Support key_mapping with PEFT models (#46766) Domain-specific, co-authored, natural hu 2026-07-16
commit 0.00 Fix model tests for tipsv2 (#47356) Human tone, specific file/test reference 2026-07-16
commit 0.00 Fix TimesFM 2.5 window_size AttributeError (#47363) Terse and informal; focus on bug and tes 2026-07-16
commit 0.00 fix: allow num_labels property to return None when id2label Domain detail, signed-off-by trailer, co 2026-07-16
commit 0.00 [Tests] Fix slow video tensor creation from list of numpy ar Standard test fix wording, informal, dom 2026-07-16
commit 0.00 Update dev version on main (#47366) Single-word summary, typical for human v 2026-07-16
commit 0.00 [CB] Automatically switch attention implementation to flash Human commit log style, bullet points, d 2026-07-16
commit 0.00 Fix deepgemm on multiple devices (#47323) Colloquial ('claude's fix'), informal, d 2026-07-16
commit 0.00 [`FP8`] Bump kernels version (#47344) Terse one-word commit message; human sty 2026-07-16
commit 0.00 ci: Handle empty GitHub token in CI run lookup (#47362) Uses typical developer commit phrasing; 2026-07-16
commit 0.00 Fix assisted decoding for models with EncoderDecoder cache & Message is terse, informal, and includes 2026-07-16
commit 0.00 Fix sdpa prefill with position_bias (#47359) Brief message with technical terms; not 2026-07-16
commit 0.00 [docs] FlashAttention kernel fallback (#47345) Single-word commit messages, no AI indic 2026-07-15
pr 0.00 [serge] Fix 2 integration tests for model `got_ocr2` failing — 2026-07-26
pr 0.00 [serge] Fix 8 integration tests for model `hunyuan_vl` faili — 2026-07-26
pr 0.00 [serge] Fix 2 integration tests for model `reformer` failing — 2026-07-25
pr 0.00 [serge] Fix 2 integration tests for model `helium` failing w — 2026-07-25
pr 0.00 [serge] Fix 2 integration tests for model `got_ocr2` failing — 2026-07-25
pr 0.00 [serge] Fix 2 integration tests for model `qwen2_5_omni` fai — 2026-07-25
pr 0.00 [serge] Fix 2 integration tests for model `convnextv2` faili — 2026-07-25
pr 0.00 [serge] Fix 28 integration tests for model `whisper` failing — 2026-07-22
pr 0.00 [serge] Fix 8 integration tests for model `peft_integration` — 2026-07-21
pr 0.00 [serge] Fix 8 integration tests for model `deepseek_v32` fai — 2026-07-21
pr 0.00 [serge] Fix 8 integration tests for model `mamba2` failing w — 2026-07-17
pr 0.00 [serge] Fix 10 integration tests for model `gemma3` failing — 2026-07-14
pr 0.00 [serge] Fix 8 integration tests for model `mamba2` failing w — 2026-07-13
pr 0.00 [serge] Fix 12 integration tests for model `glm46v` failing — 2026-07-13
pr 0.00 [serge] Fix 12 integration tests for model `minimax_m3_vl` f — 2026-07-13
pr 0.00 [serge] Fix 8 integration tests for model `deepseek_v32` fai — 2026-07-12
pr 0.00 [serge] Fix 8 integration tests for model `falcon_mamba` fai — 2026-07-07
pr 0.00 [serge] Fix 12 integration tests for model `minimax_m3_vl` f — 2026-07-07
pr 0.00 [serge] Fix 12 integration tests for model `edgetam` failing — 2026-07-07
pr 0.00 Return feature attention masks from Wav2Vec2-derived models Only a terse title; no signs of AI in co 2026-07-25
pr 0.00 Add V-JEPA 2.1 inference support Only a concise technical title; no AI si 2026-04-17
pr 0.00 Add MOSS-TTS-v1.5 (delay) and MOSS-Audio-Tokenizer Technical, terse addition title; no AI c 2026-06-05
pr 0.00 Route byte-level llama tokenizers to TokenizersBackend Purely a technical routing title; human 2026-07-02
pr 0.00 Add Granite-swa and Granitemoe-swa model support Model support addition, minimal title, h 2026-07-08
pr 0.00 Fix GPT-2 c_proj depth scaling initialization Technical, direct bugfix title; no AI si 2026-07-21
pr 0.00 Make Gemma 4 CUDA Graph compilable Very terse, technical objective; human s 2026-07-25
pr 0.00 docs: fix typo in image_processors.md Minimal changelog style for typo fix; de 2026-07-25
pr 0.00 docs: fix typo in kimi_k25.md Brief, domain-specific typo fix; not AI 2026-07-25
pr 0.00 docs: fix typo in gptq.md Free-text is terse and human-like; no AI 2026-07-25
pr 0.00 docs: fix typo in add_new_model.md Short, task-focused, domain-specific; hu 2026-07-25
pr 0.00 Fix `config.per_layer_config[layer_type]` lookup speed Technical and brief; lacks AI stylistic 2026-07-25
pr 0.00 [serge] Fix 8 integration tests for model `mpt` failing with — 2026-07-21
pr 0.00 QA: mlinter rule 20 Very sparse, likely human from minimal f 2026-07-25
pr 0.00 CI: let's run integration failure cron at 10pm Casual tone, specific intent; clearly hu 2026-07-25
pr 0.00 LocateAnything 3B Short proper noun/title only; no AI hall 2026-05-30
pr 0.00 Fix NemotronH: Register `"mlp"` in the cache layer-type mapp Technical, uses domain jargon; no signs 2026-07-25
pr 0.00 Raise a clear error when a token is both forced and suppress Functional and explicit; matches human t 2026-07-23
pr 0.00 Fix Mamba2-family decode step: restore the seq-dim squeeze Technical domain term, succinct and non- 2026-07-25
pr 0.00 Fix chat !save custom filename parsing Expresses specific technical fix in ters 2026-06-11
pr 0.00 Add AXK2 from SKT Only a PR template and a short human-lik 2026-07-24
pr 0.00 [Chat Parsing] Type inline tool-call arguments from the call Template included, PR title is specific 2026-07-24
pr 0.00 Fix `causal_conv1d_fn` positional `activation` colliding wit PR uses template; actual content is conc 2026-07-24
pr 0.00 Fix failing tests for mimo_v2_flash Template present; PR title is short and 2026-07-13
pr 0.00 Better and more extensive tests for RoPE Template used, actual PR title is domain 2026-06-26
pr 0.00 🚨🚧 FeatureExtractor → AudioProcessor Checklist usage and terse, domain-specif 2026-03-02
pr 0.00 Port ESMC and ESMFold2 to Transformers Short, technical title; next line is onl 2026-06-04
pr 0.00 🚨 [DiffusionGemma] Return router logits and load balancing l Technical title, only CI badge follows; 2026-06-14
pr 0.00 [DiffusionGemma] Cast the decoder padding mask to bool Technical, concise title and CI badge; h 2026-07-13
pr 0.00 Refactor all linear attention models to latest best standard Only title; technical, concise, no signs 2026-07-21
pr 0.00 Implement VibeVoice Title only, no extended text, human styl 2025-08-29
pr 0.00 Experiments with Neuron Generic experiment note, abrupt and info 2026-07-13
pr 0.00 Fix MistralCommonBackend autodoc source path when mistral-co Precise, context-specific technical titl 2026-07-24
pr 0.00 Fix Gemma3n crash when resizing token embeddings for multimo Descriptive, domain-specific title with 2026-07-24
pr 0.00 Use --flake-runs=1 in check_bad_commit.py for PR comment CI Technical flag usage and minimal content 2026-07-24
pr 0.00 General maintenance Generic but typical 'maintenance' PR wit 2026-07-24
pr 0.00 Deprecate the old response_schema Only title present, no AI signals in sho 2026-07-14
pr 0.00 :rotating_light: Processors update the rest Emoji in title, brief and informal, no A 2026-06-11
pr 0.00 Fix Gemma 4 JSON regex lookbehind and robust boolean parsing Concise, problem-specific title and CI b 2026-07-24
pr 0.00 update Dockerfile for xpu torch2.13 Only a short, technical title; no signs 2026-07-23
pr 0.00 Fix vision position-embedding init width fallback in Phi4Mul Only a title, fully technical, no free-t 2026-07-23
pr 0.00 🚨 Enable SDPA (and other attention backends) for T5 and prop Only a title; no AI hallmarks in terse, 2026-07-02
pr 0.00 fix(nemotron_h): correct inter-chunk SSM recurrence axis and Technical title with abbreviations; no A 2026-07-24
pr 0.00 Delete old deprecations Human-like, terse description; domain-sp 2026-07-24
pr 0.00 [Quantization] Fix CT `apply_quantization_config` Technical summary and outline, uses doma 2026-07-23
pr 0.00 fix(qwen3.5-moe): fix checkpointing error caused by data-dep Very terse, technical human-written PR t 2026-07-23
pr 0.00 Fix TP inference for tied embedding Technical note with domain jargon, brief 2026-07-23
pr 0.00 Compressed tensors fp8 Technical jargon and minimal free text, 2026-07-09
pr 0.00 Run only @slow tests in PR comment CI Uses domain abbreviations and direct tit 2026-07-24
pr 0.00 Support Granite Speech NAR (NLE) Technical and acronym-heavy, not AI-gene 2026-05-18
pr 0.00 Fix incorrect type hint Terse, domain-specific correction; no AI 2026-07-24
pr 0.00 [DO NOT merge!] test migration Direct intentional test action, not AI-g 2026-05-20
pr 0.00 Acc fix in xpu Very terse, domain-specific title; no fr 2026-07-23
pr 0.00 Re-enable VITS model forward test Very brief, human style, domain relevant 2026-07-06