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huggingface/transformers

// all events — 2026-07-27

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 [Experimental / Do not Review] Add multi-method export + QNN PR body explicitly mentions AI collabora 2026-07-27
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 Add Unlimited OCR PR body explicitly mentions AI collabora 2026-06-23
pr 1.00 Fix SentencePieceBackend decoding for byte-fallback tokens PR body explicitly mentions AI collabora 2026-07-27
pr 1.00 docs: fix multiple typos in gemma4_unified_assistant.md PR body explicitly mentions AI collabora 2026-07-25
pr 1.00 Kernels and loaders robustification PR body explicitly mentions AI collabora 2026-07-15
pr 1.00 Exportable kimi PR body explicitly mentions AI collabora 2026-07-06
pr 1.00 Allow position_ids_start=2 on DataCollatorWithFlattening for PR body explicitly mentions AI collabora 2026-07-24
pr 1.00 OpenVINO HF Exporter PR body explicitly mentions AI collabora 2026-07-01
pr 1.00 Batch Rebalance Data Sampler PR body explicitly mentions AI collabora 2026-07-15
pr 1.00 Executorch exporter fixes PR body explicitly mentions AI collabora 2026-07-10
pr 1.00 Enhance `get_balanced_memory` to ensure adequate GPU allocat PR body explicitly mentions AI collabora 2026-07-20
pr 1.00 Fix CodeLlama tokenizer dropping leading whitespace on decod PR body explicitly mentions AI collabora 2026-07-22
pr 1.00 Hoist special-token lookups in wav2vec2 decode paths and dro PR body explicitly mentions AI collabora 2026-07-26
pr 0.30 fix minor docs, testing, and npu detection issues Slightly more verbose, but still domain- 2026-07-25
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
pr 0.10 [Quantization] Fix CT `apply_quantization_config` Contains domain-specific terms and brief 2026-07-23
pr 0.10 wip step 3 7 flash Minimal, domain-specific, and informal; 2026-06-15
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 Remove deprecated conversion in Kimi (#47581) Very terse, informal commit message; cle 2026-07-27
commit 0.00 CI: use transformers-ci daily workflow with OTEL (#47360) Terse, informal style with domain-specif 2026-07-27
commit 0.00 Fix slow tensor path in _check_special_mm_tokens (#47580) Terse, technical; no AI hallmarks presen 2026-07-27
commit 0.00 CI: let's run integration failure cron at 10pm (#47537) Casual language and repetition; human st 2026-07-27
commit 0.00 Better and more extensive tests for RoPE (#46912) Informal, fragmented lines; typical huma 2026-07-27
commit 0.00 Fix mamba2 family decode and simplify all reshape ops (#4756 Minimal, vague wording; likely human. 2026-07-27
commit 0.00 Speed up image preprocessing for vision-language models (#47 Contains domain-specific detail, no AI p 2026-07-27
commit 0.00 [DiffusionGemma] Cast the decoder padding mask to bool (#472 Terse, technical; fixes described in a h 2026-07-27
commit 0.00 Fix NemotronH: Register `"mlp"` in the cache layer-type mapp Terse, technical, human co-author traile 2026-07-27
commit 0.00 Fix `config.per_layer_config[layer_type]` lookup speed (#475 Short, technical; signed off by a human. 2026-07-27
commit 0.00 General maintenance (#47517) Brief, informal, lacks AI hallmarks; cle 2026-07-27
commit 0.00 :rotating_light: Processors update the rest (#46556) Very informal language, typos, and perso 2026-07-27
commit 0.00 fixed the benchmark script with DistributedConfig (#47568) Direct, brief phrasing; contains a typo, 2026-07-27
commit 0.00 Fix TP inference for tied embedding (#47503) Terse commit messages, technical jargon, 2026-07-27
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
pr 0.00 Fix batched Qwen2.5/3-Omni audio generation Only PR template boilerplate and a techn 2026-07-09
pr 0.00 Add LoMa keypoint matching model Template and technical title only; free 2026-07-18
pr 0.00 feat(data_collator): add position_ids_start parameter to Dat PR template and technical title, free te 2026-07-27
pr 0.00 fix(masking_utils): build bidirectional sliding window mask Title and template only; content is tech 2026-07-27
pr 0.00 fix(models/wav2vec2): optimize special tokens lookups in tok Purely technical title within a template 2026-07-27
pr 0.00 fix(models/phi3,phimoe): default logits_to_keep to 1 when No Technical title and template only, no AI 2026-07-27
pr 0.00 fix(models/mamba2,nemotron_h): squeeze sequence dimension in Message is a terse technical fix with no 2026-07-27
pr 0.00 add HyperClovaX Vision Title only, no free-text and typical ter 2026-02-27
pr 0.00 Add heterogeneous model support (per-layer config and modeli Technical PR with only a succinct title, 2026-04-09
pr 0.00 Port ESMC and ESMFold2 to Transformers Only technical terms in the title; no AI 2026-06-04
pr 0.00 Return feature attention masks from Wav2Vec2-derived models PR title only; domain-specific and conci 2026-07-25
pr 0.00 feat[vLLM]: Make VoxtralProcessor compatible with the Transf Concise, domain-specific and informal, n 2026-07-27
pr 0.00 Fix GPT-2 c_proj depth scaling initialization Technical, brief title; no signs of AI-g 2026-07-21
pr 0.00 feat[vLLM]: Make VoxtralProcessor compatible with the Transf Same as 7: technical, concise, and domai 2026-07-27
pr 0.00 fix npu check Extremely terse, technical style indicat 2026-07-27
pr 0.00 Add MXFP4 training support via a dequantize-on-the-fly fallb Only contains a technical PR title, no A 2026-07-21
pr 0.00 [DiffusionGemma] Avoid recomputing token entropy in the stop Short technical title, no AI markers pre 2026-07-27
pr 0.00 Clean up deprecated legacy code for v5 Brief, domain-specific title, no AI hall 2026-07-27
pr 0.00 Fix incorrect documented default for downsample_in_first_sta Technical correction title, clearly huma 2026-07-27
pr 0.00 Align the MXFP4 `kernels` version message with the version a Human-style, concise, with technical spe 2026-07-27
pr 0.00 regression test covering the mlx-community/MiniCPM5-1B-8bit Repository-specific regression test titl 2026-07-26
pr 0.00 Support solar-open2 model Very brief and technical title, not AI-g 2026-07-27
pr 0.00 Remove deprecated conversion in Kimi Succinct title about code cleanup, no si 2026-07-27
pr 0.00 Reuse resolved Hub commits throughout loading Short technical summary title, no AI ind 2026-07-27
pr 0.00 docs: fix typo in image_processors.md Very terse human-written PR title, no AI 2026-07-25
pr 0.00 docs: fix typo in kimi_k25.md Terse changelog-style doc fix, fully hum 2026-07-25
pr 0.00 docs: fix typo in gptq.md Short doc typo fix title, standard human 2026-07-25
pr 0.00 docs: fix typo in add_new_model.md Brief doc typo fix, lacks AI phrasing. 2026-07-25
pr 0.00 Fix chat !save custom filename parsing Commit title uses informal imperative, h 2026-06-11
pr 0.00 Fix Phi3/Phimoe prepare_inputs_for_generation forwarding Technical fix stated concisely, no AI tr 2026-07-24
pr 0.00 Fix Gemma3n crash when resizing token embeddings for multimo Technical bugfix description, no AI styl 2026-07-24
pr 0.00 Fix MistralCommonBackend autodoc source path when mistral-co Direct technical fix, lacks AI-like form 2026-07-24
pr 0.00 Add FSDP plans to all models Concise technical addition, domain-speci 2026-07-08
pr 0.00 Remove redundant guarding for distributed Brief technical change title, no AI hall 2026-07-27
pr 0.00 Bump the actions group across 1 directory with 14 updates — 2026-07-27
pr 0.00 Bump the actions group across 1 directory with 14 updates — 2026-07-23
pr 0.00 CI: use transformers-ci daily workflow with OTEL No free-text; only a descriptive PR titl 2026-07-16
pr 0.00 Modularize qwen-format vision processors Only a brief, domain-relevant title is p 2026-07-27
pr 0.00 🚨🚧 FeatureExtractor → AudioProcessor Human-like checklist with terse, domain 2026-03-02
pr 0.00 General maintenance Only a generic PR title and CI badge; no 2026-07-24
pr 0.00 Fix slow tensor path in _check_special_mm_tokens Descriptive, terse PR title only; no AI- 2026-07-27
pr 0.00 [Improvement] Formalize KV sharing Short, domain-specific title only; templ 2026-07-13
pr 0.00 TP dtensor inference Technical abbreviation in title, no AI h 2026-07-27
pr 0.00 CI: let's run integration failure cron at 10pm Casual scheduling-related title; no AI s 2026-07-25
pr 0.00 Better and more extensive tests for RoPE Highly concise and technical testing tit 2026-06-26
pr 0.00 Fix A.X-K2 fp8 modules_to_not_convert normalization for the Niche, technical PR title only; no AI ch 2026-07-27
pr 0.00 Fix Mamba2-family decode step: restore the seq-dim squeeze Only PR title; terse and domain-specific 2026-07-25
pr 0.00 Fix mamba2 family decode and simplify all reshape ops Brief, technical title; no AI-generated 2026-07-27
pr 0.00 Fix modular for mamba packages Minimal domain-specific title, not indic 2026-07-23
pr 0.00 [nit] use requires_backends Very terse PR title using standard jargo 2026-07-27
pr 0.00 Speed up image preprocessing for vision-language models Task-focused, concise language common in 2026-07-21
pr 0.00 🚨 [DiffusionGemma] Return router logits and load balancing l Uses domain-specific terms and emoji, no 2026-06-14
pr 0.00 [DiffusionGemma] Cast the decoder padding mask to bool Short technical title, domain focused, n 2026-07-13
pr 0.00 Add pose estimation keypoint preprocessing to Sapiens2ImageP Technical addition stated concisely with 2026-07-09
pr 0.00 CI: use a single function for GH calls Brief CI-related title, typical human co 2026-07-22
pr 0.00 Vectorize NoRepeatNGramLogitsProcessor and remove its host s Technical, succinct, with clear domain l 2026-07-27
pr 0.00 Implement VibeVoice Only a title without AI hallmarks; minim 2025-08-29
pr 0.00 Fix NemotronH: Register `"mlp"` in the cache layer-type mapp Brief, domain-specific PR title; no AI s 2026-07-25
pr 0.00 Fix `config.per_layer_config[layer_type]` lookup speed Technical, terse phrasing typical of hum 2026-07-25
pr 0.00 fix bugs for clvp model Title is informal and concise; lacks AI 2026-07-07
pr 0.00 :rotating_light: Processors update the rest Emoji and brief wording; no evidence of 2026-06-11
pr 0.00 Pipeline parallel naive inference Succinct title; informal and technical l 2026-07-13
pr 0.00 fixed the benchmark script with DistributedConfig Direct fix statement; human-like brevity 2026-07-27
pr 0.00 🚨[wav2vec2] Support attn_implementation=sdpa dispatch Emoji and technical detail; context sugg 2026-05-25
pr 0.00 Fix TP inference for tied embedding Concise domain-specific title; no AI sig 2026-07-23
pr 0.00 🚨 Enable SDPA (and other attention backends) for T5 and prop Technical use, emoji and informal struct 2026-07-02
pr 0.00 Fix CPM-Ant LM head tying (vocabulary-slice tie) Only a concise, technical title provided 2026-06-23
pr 0.00 [serge] Fix 2 integration tests for model `vivit` failing wi — 2026-07-27
pr 0.00 [WIP] Added Llama-vid Free-text is brief, project-specific, an 2024-03-31
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