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huggingface/transformers

// all events — 2026-06-28

Type AI Score Description Actor Reason Date
commit 1.00 Fix several bugs in `cache_implementation=static` (#46446) Commit message contains explicit AI assi 2026-06-19
commit 1.00 Update tokenizer mappings to use TokenizersBackend for addit Commit message contains explicit AI assi 2026-06-19
pr 1.00 Fix `TrackioCallback` fails to log evaluation metrics after PR body explicitly mentions AI collabora 2026-06-27
pr 1.00 Add attention mask skip tests, tokenizer padding edge case t PR body explicitly mentions AI collabora 2026-06-27
pr 1.00 Fix RagTokenizer attribute delegation PR body explicitly mentions AI collabora 2026-06-26
pr 1.00 Fix torch.export compatibility for Mixtral MoE experts PR body explicitly mentions AI collabora 2026-06-27
pr 1.00 Add Unlimited OCR PR body explicitly mentions AI collabora 2026-06-23
pr 1.00 Adapt voxtral_realtime to mistral-common 1.11.5 audio API PR body explicitly mentions AI collabora 2026-06-26
pr 1.00 docs: add prepare_for_model() v4→v5 migration example PR body explicitly mentions AI collabora 2026-06-26
pr 1.00 [Mistral] Move MistralConverter into integrations/mistral/ p PR body explicitly mentions AI collabora 2026-06-12
pr 1.00 Validate shard filenames in checkpoint index to prevent path PR body explicitly mentions AI collabora 2026-06-26
pr 1.00 🚨 EP: fix EP router contract for many models + honor FP8 sca PR body explicitly mentions AI collabora 2026-06-22
pr 1.00 feat(model): add bailing v2.6 model PR body explicitly mentions AI collabora 2026-06-17
pr 0.70 [CB] Changes to increase max_batch_tokens Uses 'This PR aims at...' and formal per 2026-06-17
commit 0.20 Fix use_cache with seq_len > 1 ( #46032) (#46084) Technical jargon, informal notes, not ov 2026-06-23
commit 0.20 fix: raise `ValueError` for empty conversation in `apply_cha Direct explanation, technical, not overl 2026-06-23
commit 0.20 Fix VideoPrismForVideoClassification returning last_hidden_s Detailed technical content with minor im 2026-06-23
commit 0.20 Add MiniCPM3 (#41116) Domain-specific details, fragmented, not 2026-06-23
pr 0.20 Add TIPSv2 Technical detail with concise and straig 2026-06-02
pr 0.20 Add GB10/SM121 Hub-kernel path for Qwen3.6 Gated DeltaNet Technical, context-embedded, not overly 2026-06-04
pr 0.20 model: Add NVIDIA Canary-1B-v2 to Transformers Slightly formal but still domain-specifi 2026-06-22
commit 0.10 docs(trainer): add JIT checkpointing to trainer recipes (#46 Concise doc and changelog, domain detail 2026-06-23
commit 0.10 [skills] help your agent get started (#45732) Minimal commit messages, no AI patterns, 2026-06-23
commit 0.10 Fix mask when generating beyond sliding window (#46839) Conversational style, distinct typo, cle 2026-06-23
commit 0.10 [RecurrentGemma] Support attn_implementation dispatch (#4632 Concise, technical commit list; no AI-st 2026-06-17
commit 0.10 Add some AITER kernel routing for ROCm (#46268) Terse, domain-specific; no AI hallmarks 2026-06-17
commit 0.10 feat[vLLM x v5]: Expose max_source_positions on VibeVoiceAsr Technical changelog, no AI-style formali 2026-06-17
pr 0.10 Add qwen3 tts Domain-specific content, no AI-style phr 2026-03-07
pr 0.10 Add HunYuan VL model Technical content, terse and to the poin 2026-06-04
pr 0.10 Fix broken internal documentation links Contains a changelog table, technical co 2026-06-28
pr 0.10 Insert a Grafana badge in the PR Simple, domain-related, informal; no AI 2026-06-19
pr 0.10 fix(hub): prevent path traversal in sharded checkpoint loadi Explains a security fix with technical d 2026-06-03
pr 0.10 Fix Mamba2 chunked-prefill / speculative decoding for Zamba2 Concise, domain-specific language and re 2026-06-18
pr 0.10 Don't pin the gated delta net norm to `cuda:0` with a hardco Technical tone, references coding detail 2026-06-22
pr 0.10 Fix padding mask skipped for batch size 1 in linear-attentio Specific to a bug with technical context 2026-06-19
pr 0.10 fix(cli/serve): import serve handlers lazily so the CLI work Direct description with domain terminolo 2026-06-07
pr 0.10 [Gemma4] Fix dtype casting for quantized vision/audio embedd Bugs and PR references, technical detail 2026-06-27
pr 0.10 Fix CohereASR training-loss double-shift (same as Moonshine Describes a specific technical bug with 2026-06-25
pr 0.10 Bump minimum torch version to 2.5 and clean up torch<2.5 wor Direct, minimal language and user checks 2026-06-27
pr 0.10 [NemotronAsrStreaming] processor without modular Informal, brief update, refers to ongoin 2026-06-24
pr 0.10 Fix Florence2 training-loss double-shift (same pattern as Mo Brief, domain-specific, with abbreviatio 2026-06-25
pr 0.10 Fix YOLOS device mismatch with device_map="auto" Technical language, concise, uses domain 2026-06-25
pr 0.10 [docs] continuous batching (offloading behavior, max batch t Human-like brevity, domain details, lack 2026-06-26
pr 0.10 [gemma 3/4] Fix bidirectional attention masking crossing sli Contains specific technical issue; conci 2026-06-23
pr 0.10 Add support for RADIO models Terse, uses model name, informal and che 2026-06-04
pr 0.10 Replace VideoMAE sinusoid encoding helper with PyTorch imple Domain-specific detail, concise summary, 2026-06-26
pr 0.10 [Bugfix] [Offloading] Save disk-offloaded buffers, Save conv Domain-specific jargon, bullet points, i 2026-06-26
pr 0.10 Fix broken code examples in DIA documentation Mentions files and bugs, specific detail 2026-06-26
pr 0.10 Qwen3 ASR and Forced Aligner Domain abbreviations, informal; checklis 2026-02-08
pr 0.10 [Docs] Fix full disk offloading docs Documentation fix with specific versions 2026-06-26
pr 0.10 🚨 🚨Bring some dinos to modern standards Informal, touch of humor, specific PR li 2026-05-28
pr 0.10 Fix flash attention with StaticCache Terse, informal, domain-specific with a 2026-06-26
pr 0.10 [new model] Add Zyphra/ZAYA1-8B Casual tone, uses abbreviations and doma 2026-05-09
pr 0.10 fix(timesfm2_5): correct method name in window_size moving a Includes issue reference, concise summar 2026-06-23
pr 0.10 [wav2vec2] Support attn_implementation=sdpa dispatch Technical explanation with code referenc 2026-05-25
pr 0.10 Fix auto-mappings registration for remote code & fixes a few Multiple fixes explained with clear tech 2026-06-25
pr 0.10 Enable CB paged decode fast path for MPS hub kernels + sensi Technical detail, minor template-like se 2026-06-21
pr 0.10 Add MTP training support for Qwen3.5 Technical, concise; informal section ble 2026-04-24
pr 0.10 Fix path traversal via vocab-file arguments in tokenizer_con Technical, concise description; uses rel 2026-05-29
pr 0.10 [docs] EP plan validation Concise, domain-specific, some typo, not 2026-06-25
pr 0.10 Add SAM 3.1 to Transformers Terse, uses dev lingo, non-formal, no AI 2026-05-20
pr 0.10 Update EvalPrediction annotations for batch_eval_metrics Direct bug fix description, no formal or 2026-06-25
pr 0.10 TST Run fast PEFT tests in normal CI PR describes test gating with dev commen 2026-04-28
pr 0.10 Add heterogeneous model support (per-layer config and modeli Domain-specific, informal, technical, no 2026-04-09
pr 0.10 Add heterogeneous config support (per-layer configuration) Uses domain-specific terms and informal 2026-04-09
commit 0.05 docs: update apple silicon doc with safetensors `0.8.0` bene Commit messages have terse, domain-speci 2026-06-23
commit 0.05 [DiffusionGemma] return_dict_in_generate=False for image-tex Technical commit messages, brief and inf 2026-06-23
commit 0.05 fix(cli/serve): import serve handlers lazily so the CLI work Commit is concise, jargon-rich, and clea 2026-06-23
commit 0.05 update kernels-community/aiter-rope version (#46810) Short, terse commit messages indicate hu 2026-06-22
commit 0.05 Fix prompt lookup decoding crash when no EOS token is config Technical language and specific explanat 2026-06-22
commit 0.05 Fix left-padding token selection in `BioGptForSequenceClassi Detailed technical content with domain j 2026-06-22
commit 0.05 Fix broken internal links in model documentation (#46807) Technical doc fix with human phrasing; n 2026-06-22
commit 0.05 Use cached added-token dicts in per-token decode loops (#465 Technical, includes co-authored-by trail 2026-06-22
commit 0.05 Fix offloaded cache device mismatch on hybrid models (#46748 Technical explanation, informal incomple 2026-06-22
commit 0.05 Add Videoprism (#39895) Terse, technical commit messages; human 2026-06-19
commit 0.05 Add GB10/SM121 Hub-kernel path for Qwen3.6 Gated DeltaNet (# Technical jargon, informal tone; human-w 2026-06-19
commit 0.05 Add Nemotron ASR Streaming (#46332) Very concise messages, domain-specific t 2026-06-19
commit 0.05 fixes per head minimaxm3 (#46719) Informal, technical, few details; human- 2026-06-19
commit 0.05 [fix] enable base64 str audio in load_audio (#46694) Short, technical, domain references; hum 2026-06-19
commit 0.05 Lazily build the default kernel mapping to decouple `kernels Technical changes, informal commit messa 2026-06-19
commit 0.05 Fix regression in ProcessorMixin._load_tokenizer_from_pretra Commit messages are concise and contain 2026-06-19
commit 0.05 fix(aria): use math.ceil in get_number_of_image_patches to m Technical explanation with context, no s 2026-06-19
commit 0.05 Fall back to the for-loop grouped_mm on CPU (#46743) Technical, uses human domain jargon, cle 2026-06-19
pr 0.05 Add MOSS-TTS-v1.5 (delay) and MOSS-Audio-Tokenizer Direct, terse engineering style without 2026-06-05
pr 0.05 Fix dtype cast in TimesFM 2.5 ResidualBlock for quantized we Technical explanation and concise; no si 2026-06-28
pr 0.05 [`Dia`] Fix docs Minimal, informal, refs issues, no AI to 2026-06-26
pr 0.05 [CI] Use pre-computed `_OLD_MODELS` in `test_new_models_requ Short, direct, includes a code block; in 2026-06-25
pr 0.05 CI Test PEFT integration CI Short, informal; clear test statement; n 2026-06-25
pr 0.05 call transformers-ci in a nightly run Brief, domain jargon, typo ('nighly'); h 2026-06-22
pr 0.05 [CB] [Major] Add multimodal support to continous batching Technical, brief, direct; review comment 2026-06-03
pr 0.05 [docs] AITER kernels Extremely terse, domain-specific, not AI 2026-06-24
commit 0.02 [`CB`] Add FA2 to the fast path (#46729) Extremely terse and domain-specific, not 2026-06-23
commit 0.02 Return logits from semantic segmentation post-process (#4616 Commit messages are brief, technical, an 2026-06-19
commit 0.00 Fix broken internal documentation links (#46945) Concise commit message with domain conte 2026-06-28
commit 0.00 Insert a Grafana badge in the PR (#46774) Informal commit message with humanlike t 2026-06-28
commit 0.00 Add Nemotron 3.5 ASR Streaming (#46565) Terse commit messages with domain jargon 2026-06-27
commit 0.00 [NemotronAsrStreaming] fix pipeline (#46870) Very brief, informal style; typical huma 2026-06-27
commit 0.00 [NemotronAsrStreaming] processor without modular (#46865) Short, informal commit log; contains min 2026-06-27
commit 0.00 [`Dia`] Fix docs (#46923) Commit uses terse messages and domain te 2026-06-26
commit 0.00 Qwen3 ASR and Forced Aligner (#43838) Changelog uses natural, human-like phras 2026-06-26
commit 0.00 [Docs] Fix full disk offloading docs (#46905) Brief human message with author signatur 2026-06-26
commit 0.00 Fix dtype casting for quantized multimodal embedders (#46904 Multiple brief, iterative commit message 2026-06-26
commit 0.00 Fix flash attention with StaticCache (#46914) Minimal, non-formal commit messages; hum 2026-06-26
commit 0.00 [CB] Changes to increase max_batch_tokens (#46712) Colloquial commit sequence and direct st 2026-06-26
commit 0.00 Redirect to diffusers pipe in docs for experimental features Message is short and direct; contains no 2026-06-26
commit 0.00 Install in docker (#46910) Minimal, imperative commit message; typi 2026-06-26
commit 0.00 [CI] Use pre-computed `_OLD_MODELS` in `test_new_models_requ Terse, informal style typical for humans 2026-06-26
commit 0.00 call transformers-ci in a nightly run (#46811) Casual language and brief entries typica 2026-06-26
commit 0.00 [docs] full disk offloading (#46893) Minimal commit message; no AI indicators 2026-06-25
commit 0.00 TST Run fast PEFT tests in normal CI (#45679) Contains domain specifics, informal, and 2026-06-25
commit 0.00 🚨 EP: fix EP router contract for many models + honor FP8 sca Informal, domain-specific, and includes 2026-06-25
commit 0.00 [docs] AITER kernels (#46871) Standard template phrases, no AI signals 2026-06-25
commit 0.00 nemotron_asr_streaming: set _supports_flex_attn to False (#4 Concise, standard commit with sign-off; 2026-06-25
commit 0.00 Add native masked MSE loss for Sapiens2ForPoseEstimation (#4 Domain-specific, includes code details a 2026-06-25
commit 0.00 blip 2 fix (#46816) Brief, domain-specific; no signs of AI g 2026-06-25
commit 0.00 Use meshgrid for brevity (#46861) Informal, includes domain details and ab 2026-06-25
commit 0.00 Add xcodec2 model (#44178) Detailed commit history with typical dev 2026-06-25
commit 0.00 Rework some old cache getters/properties (#46862) Short, domain-focused commit message; no 2026-06-25
commit 0.00 Prevent auto-class from being modified for all models (#4684 Terse commit messages with little free t 2026-06-24
commit 0.00 Add Spanish translation of the torch.compile page (#46852) Brief, direct, no generic phrasing, stan 2026-06-24
commit 0.00 docs: Update NeMo AutoModel doc examples (#46857) Technical phrasing and minor grammar iss 2026-06-24
commit 0.00 [docs] distributed training (#44420) Short, domain-jargon, irregular style, h 2026-06-24
commit 0.00 [docs] require trust_remote_code for custom_generate (#46677 Very brief, with minimal free text, huma 2026-06-24
commit 0.00 Documentation for the kernel API (#46754) Doc-focused, with human feedback and ref 2026-06-24
commit 0.00 add distributed config (#46705) Short messages, direct actions, no AI si 2026-06-24
commit 0.00 [Offloading] [Bugfix] Fix disk offloading of models with exp Domain details, includes signed-off-by, 2026-06-24
commit 0.00 Streamable chat parsing (#45847) Informal, iterative commit messages, hum 2026-06-24
commit 0.00 Round the ue8m0 FP8 scale before quantizing so dequant match Technical changelog, clear domain knowle 2026-06-24
commit 0.00 Fix BitNet packed-weight unpacking dtype (`F.linear` dtype m Concise commit message and common Signed 2026-06-24
commit 0.00 Fix typos in code (#46579) Terse message, domain-specific; includes 2026-06-24
commit 0.00 Fix Evolla eager attention for the GQA text decoder (#46860) Short, informal phrasing; no signs of AI 2026-06-24
commit 0.00 Fix Moonshine training-loss double-shift (train against labe Detailed but domain-specific, technical, 2026-06-24
commit 0.00 [CB] Fix issues with FA read / writes (#46765) Informal language, 'nits', and domain sl 2026-06-24
commit 0.00 Fix expanded dim in the cache's cumulative length (#46856) Very terse, typical for fix commits; lac 2026-06-24
commit 0.00 Switch decorator order (#46853) Extremely brief commit message; clearly 2026-06-24
commit 0.00 Fix beam search for mamba models (#46819) Informal, iterative commit messages; no 2026-06-24
commit 0.00 Import diffusion_gemma in models init (#46841) Terse phrasing with informal rationale, 2026-06-23
commit 0.00 [Offloading] Support full disk offloading (#46749) Short, iterative commits with signoff tr 2026-06-23
commit 0.00 Avoid NumPy 2.0 `__array__` copy-keyword deprecation in `cre Extremely terse summary, no free text, h 2026-06-23
commit 0.00 Fix flex_attention block mask creation when `get_seq_length` Very terse, minimal commit; clearly huma 2026-06-22
commit 0.00 DiffusionGemma: mask layout and CI (#46654) Very informal, terse, and casual tone; h 2026-06-22
commit 0.00 fix another flaky test (#46767) Very informal, terse, casual commit mess 2026-06-22
commit 0.00 Fix secondary rate limit when downloading artifacts in slack Technical, concise, includes human-writt 2026-06-21
commit 0.00 docs: move SmolLM3 to Text models category in _toctree.yml ( Minimal structured doc update; no AI sig 2026-06-19
commit 0.00 [CI] Fix artifact download path in self-comment-ci workflow Brief description, natural tone, human. 2026-06-19
commit 0.00 [`Kernels`] Trigger proper kernelization on `use_kernels=Tru Minimal, technical, regular human PR con 2026-06-19
commit 0.00 [`CI`] Fix some failures introduced by myself :grimacing: ( Casual, human tone with emoji; not AI. 2026-06-19
commit 0.00 Kernelize refactor (#46520) Commit list uses terse, technical phrasi 2026-06-18
commit 0.00 ci: add comment explaining why secrets are not inherited in Brief, domain-specific commit messages; 2026-06-18
commit 0.00 ci: trigger PR CI on ci-* branches (#46746) Informal, concise commit; contains domai 2026-06-18
commit 0.00 finegrained v3 (#46742) Very terse, single word PR title; clear 2026-06-18
commit 0.00 [docs] metal flash attention (#46349) Extremely terse docs-related PR; no AI s 2026-06-18
commit 0.00 Improve AutoImageProcessor error for unavailable backends (# Technical, structured change log; clear 2026-06-18
commit 0.00 skip decorators must appear after @parameterized.expand in p Terse, direct language; human explanatio 2026-06-18
commit 0.00 :rotating_light: [`Kernels`] Sync to latest version (#46039) Highly informal, personal tone with typo 2026-06-17
commit 0.00 [docs] clarify initialization module usage (#46698) Extremely terse; just a summary, no AI s 2026-06-17
commit 0.00 feat: bump safetensors to `0.8.0` (#46523) Conforms to changelog norms, no AI featu 2026-06-17
commit 0.00 ci: disable CircleCI by replacing config with no-op (#46721) Very terse with casual language; human s 2026-06-17
commit 0.00 fix: position ids does not exist in upstream rotary kernel ( Contains typos, informal phrasing, domai 2026-06-17
commit 0.00 [CB] Fix offloading (#46587) Minimal, technical headings, lacks AI-li 2026-06-17
commit 0.00 [`Templates`] Update members (#46720) Single-word summary, clearly human style 2026-06-17
pr 0.00 Fix CohereASR training loss double shift Very brief/informal, mostly template and 2026-06-28
pr 0.00 T5: add SDPA and Flash Attention 2 support Technical, template-structured, content 2026-06-28
pr 0.00 Add Molmo2 Non-AI, technical wording, template chun 2026-01-23
pr 0.00 [serge] Fix 12 integration tests for model `dac` failing wit — 2026-06-28
pr 0.00 [serge] Fix 12 integration tests for model `edgetam` failing — 2026-06-26
pr 0.00 docs(conditional_detr): fix num_queries default in docstring Minimal free-text; edit is specific with 2026-06-27
pr 0.00 Add unit tests for `_ignore_causal_mask_sdpa` in `test_maski Technical, concise description; some min 2026-06-27
pr 0.00 Add Gefen optimizer support to Trainer Technical, specific with truncated summa 2026-06-16
pr 0.00 Add Nemotron 3.5 ASR Streaming No free-text or AI-style phrasing; templ 2026-06-11
pr 0.00 Add V-JEPA 2.1 inference support Technical, domain-specific, concise; no 2026-04-17
pr 0.00 Reject assisted generation for LFM2 and LFM2-MoE (set _is_st Technical, specific free-text; jargon, n 2026-06-27
pr 0.00 Fix crash in greedy assisted generation with different token Technical, direct bug description; domai 2026-06-27
pr 0.00 [NemotronAsrStreaming] fix pipeline Extremely terse, informal 'Nit fix'; cle 2026-06-24
pr 0.00 [serge] Fix 8 integration tests for model `blip_2` failing w — 2026-06-27
pr 0.00 [serge] Fix 12 integration tests for model `minimax_m3_vl` f — 2026-06-27
pr 0.00 [serge] Fix 12 integration tests for model `glm46v` failing — 2026-06-27
pr 0.00 Fix yolos Extremely terse, domain-specific, lacks 2026-06-26
pr 0.00 Better and more extensive tests for RoPE Concise and uses domain jargon; no AI-st 2026-06-26
pr 0.00 fix(qwen3_5): add linear_attn entries to base_model_tp_plan Technical, concise, and contains abbrevi 2026-06-23
pr 0.00 Add native FSDP2 module + migration Brief, domain-specific, and contains a h 2026-06-17
pr 0.00 Fix PPFormulaNet training-loss double-shift (train against l Contains technical detail and code refer 2026-06-26
pr 0.00 Fix dtype casting for quantized multimodal embedders Technical content, no AI-style patterns 2026-06-26
pr 0.00 fix(deepspeed): chunk ZeRO-3 missing-key param gather to avo Domain-specific, technical and concise, 2026-06-26
pr 0.00 Remove deprecated training args Direct and technical, standard human eng 2026-06-26
pr 0.00 [Olmo3] different RoPE per layer type Minimal, technical, references PR, conta 2026-06-26
pr 0.00 Fix training-loss double-shift in Florence2 and CohereASR Brief, focuses on technical issue, no AI 2026-06-26
pr 0.00 Add new model: Kimi2-6 Human style, informal comment, domain-wi 2026-04-24
pr 0.00 [glm-mode-dsa] Indexer uses interleaved rope Domain-specific, casual, clear human exp 2026-06-23
pr 0.00 fix(integrations): prevent device mismatch in msa_attention Off-the-cuff, minimal completion, not AI 2026-06-23
pr 0.00 wip step 3 7 flash Terse, lacking structure, no AI signal. 2026-06-15
pr 0.00 Redirect to diffusers pipe in docs for experimental features Direct and informal, with domain slang; 2026-06-25
pr 0.00 Install in docker Very brief and informal, not indicative 2026-06-26
pr 0.00 [serge] Fix 8 integration tests for model `deepseek_v32` fai — 2026-06-26
pr 0.00 Port ESMC and ESMFold2 to Transformers Informal tone with abbreviations; no AI- 2026-06-04
pr 0.00 Fix non-idempotent revert_weight_conversion corrupting trust Includes specific bug reference, brief t 2026-06-15
pr 0.00 Fix path traversal in sharded-checkpoint loader via the inde Direct description with jargon; clear hu 2026-05-29
pr 0.00 Fix GatedDeltaNet torch fallback prefill vs decode divergenc Template structure; actual content is te 2026-06-24
pr 0.00 [docs] full disk offloading Extremely terse, informal, no AI signals 2026-06-25
pr 0.00 [docs] update cache apis Brief, domain-specific, informal; no AI 2026-06-25