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huggingface/transformers

// all events — 2026-07-02

Type AI Score Description Actor Reason Date
pr 1.00 OpenVINO HF Exporter PR body explicitly mentions AI collabora 2026-07-01
pr 1.00 Add QNN (Qualcomm HTP) backend to the ExecuTorch exporter PR body explicitly mentions AI collabora 2026-07-01
pr 1.00 Add Unlimited OCR PR body explicitly mentions AI collabora 2026-06-23
pr 1.00 Finegrained FP8 v4: fused grouepd/batched PR body explicitly mentions AI collabora 2026-06-29
pr 1.00 Check cancel PR body explicitly mentions AI collabora 2026-07-02
pr 1.00 [Mistral] Move MistralConverter into integrations/mistral/ p PR body explicitly mentions AI collabora 2026-06-12
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 Add max_groups input to nightly Serge triage caller (single- PR body explicitly mentions AI collabora 2026-07-01
pr 1.00 Add Xiaomi MiMo-V2 PR body explicitly mentions AI collabora 2026-03-31
pr 1.00 fix: add pickle support to _LazyConfigMapping for spawn mult PR body explicitly mentions AI collabora 2026-05-18
pr 1.00 Add after-load fusion for static quantized MLPs PR body explicitly mentions AI collabora 2026-07-01
pr 1.00 feat: Add GGUF loading support for Llama 4 (text) PR body explicitly mentions AI collabora 2026-04-21
pr 0.60 [Feature] Add HumanV model architecture The free-text intro uses formal AI-like 2026-06-21
commit 0.20 Bump min peft 0.19.1 remove weight conversion duplicate code Casual tone, internal context, and typic 2026-07-01
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 model: Add NVIDIA Canary-1B-v2 to Transformers Somewhat formal but includes arrows and 2026-06-22
commit 0.10 Add Xiaomi MiMo-V2 (#45144) Informal commit messages with domain-spe 2026-07-01
commit 0.10 [new model] Add Zyphra/ZAYA1-8B (#45862) Commit-style lines, domain terms, and mi 2026-07-01
commit 0.10 Fix accelerate hooks for all models using linear attention ( Informal, terse commit list with domain 2026-07-01
commit 0.10 Add support for RADIO models (#46425) Terse commits, technical details, no AI 2026-07-01
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
pr 0.10 Add HunYuan VL model Template plus a succinct, factual PR sum 2026-06-04
pr 0.10 ci: pin GitHub Actions to full commit SHAs Slightly formal tone, but domain-specifi 2026-06-28
pr 0.10 ci: pin GitHub Actions to full commit SHAs Slightly formal but clear domain context 2026-06-28
pr 0.10 Add LocateAnything Technical explanation, specific jargon, 2026-06-19
pr 0.10 Improve support for image generation with Chameleon & Anole Includes human-style bullet list, techni 2024-07-17
pr 0.10 Raise a clear error for empty token lists in bad_words_ids / Human-written, uses domain-specific lang 2026-07-01
pr 0.10 Add heterogeneous model support (per-layer config and modeli Domain jargon, truncated but human-typic 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
pr 0.05 Fix accelerate hooks for all models using linear attention Terse, domain-specific, template content 2026-06-30
commit 0.02 [`CB`] Add FA2 to the fast path (#46729) Extremely terse and domain-specific, not 2026-06-23
commit 0.00 Fix silent SDPA math-kernel fallback for GQA when key/value Technical content with human-style expla 2026-07-02
commit 0.00 [PoC] HF exporters (#41992) Minimal commit messages and highly techn 2026-07-02
commit 0.00 TST Skip PEFT tests if PEFT version is too low (#47027) Technical, concise phrasing, with minor 2026-07-02
commit 0.00 CI Add PEFT integration tests (#47021) Brief and contextually relevant, follows 2026-07-02
commit 0.00 [glm-mode-dsa] Indexer uses interleaved rope (#46842) Technical jargon and informal phrasing t 2026-07-02
commit 0.00 Use standard arg names in Mllama (#46977) Single terse word, characteristic of hum 2026-07-02
commit 0.00 [docs] update cache apis (#46892) Minimal, terse commit summary, no AI sig 2026-07-01
commit 0.00 Raise a loud error for missing prefix (#46980) Concise commit subject/action pairs, no 2026-07-01
commit 0.00 Fix typo in Qwen3 ASR no_split_module (#47002) Direct, minimal commit; no AI signals. 2026-07-01
commit 0.00 only in the original repo (#46982) Terse, informal commit message; clearly 2026-06-30
commit 0.00 🚨 Modeling changes for export, compile, and hybrid-attention Informal, bullet-style commit log; no AI 2026-06-30
commit 0.00 Fix typos in Gemma 4 Assistant documentation (#46975) Standard phrasing for typo fixes; human 2026-06-30
commit 0.00 🚨 [gemma 3/4] Fix bidirectional attention masking crossing s Commit log with technical detail and hum 2026-06-30
commit 0.00 the CI status should be a comment (#46976) Short, informal summary and log; human t 2026-06-30
commit 0.00 QwenVL model conversion (#46881) Terse, conversational commit log; clearl 2026-06-30
commit 0.00 Remove default dtype in FusedRMSNormGated modules (#46953) Minimal, imperative phrasing; human cont 2026-06-30
commit 0.00 [docs] EP plan validation (#46900) Sparse and informal commit/PR messages, 2026-06-29
commit 0.00 Fix Xcodec2 attention to be non-causal. (#46963) Brief commit message with a typo, clearl 2026-06-29
commit 0.00 Fix Mamba2 chunked-prefill / speculative decoding for Zamba2 Highly technical, informal, and detailed 2026-06-29
commit 0.00 FIX PEFT test changed error type (#46959) Clear domain context and personal note, 2026-06-29
commit 0.00 Fix path traversal via vocab-file arguments in tokenizer_con In-depth explanation with domain jargon 2026-06-29
commit 0.00 docs(conditional_detr): fix num_queries default in docstring Standard docstring update message; conci 2026-06-29
commit 0.00 Use common floats_list method for feature extractor tests. ( Generic, terse, and direct: common human 2026-06-29
commit 0.00 Fix RT-DETR indexing error when num_feature_levels exceeds b Technical, with edit trail and terse sum 2026-06-29
commit 0.00 Fix Florence2 training-loss double-shift (same pattern as Mo Multiple commits, technical fixes, and r 2026-06-29
commit 0.00 Remove some unnecessary generate warnings (#46955) Terse commit summary and bullet, matches 2026-06-29
commit 0.00 [Olmo3] different RoPE per layer type (#46911) Terse, informal commit messages with nor 2026-06-29
commit 0.00 Use inspect.getsource instead of open() for source-reading i Brief, informal commit summaries; no AI- 2026-06-29
commit 0.00 Reject assisted generation for LFM2 and LFM2-MoE (set _is_st Contains technical explanation with doma 2026-06-29
commit 0.00 Don't pin the gated delta net norm to `cuda:0` with a hardco Technical, domain-specific with minor gr 2026-06-29
commit 0.00 Fix auto-mappings registration for remote code & fixes a few Minimal, informal commit messages; typic 2026-06-29
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
pr 0.00 Torch compile backend defaults to "neuron" PR content is concise, technical, and co 2026-07-02
pr 0.00 Neuron sft exp Free-text is casual and clear about draf 2026-07-02
pr 0.00 Fix image-text-to-text stop_sequence handling No free-text content; uses PR template w 2026-07-02
pr 0.00 Fix serve tool parsing for legacy response schemas No free-text content; only template and 2026-07-02
pr 0.00 Raise early for unsupported QuantizedCache layer types Title-only PR with technical abbreviatio 2026-06-20
pr 0.00 Route byte-level llama tokenizers to TokenizersBackend Concise, domain-specific title; too brie 2026-07-02
pr 0.00 Fix silent SDPA math-kernel fallback for GQA when key/value Technical abbreviations used; style ters 2026-06-29
pr 0.00 [PoC] HF exporters Human-style shorthand '[PoC]'; technical 2025-11-03
pr 0.00 Skip caching_allocator_warmup on Neuron (no reuse pool to wa Utilizes domain jargon and abbreviations 2026-07-02
pr 0.00 Fix MoonshineStreaming right-window off-by-one in sliding_wi Technical commit-style title; off-by-one 2026-07-02
pr 0.00 [Gemma4] Fix dtype casting for quantized vision/audio embedd Domain-specific phrasing; succinct PR ti 2026-06-27
pr 0.00 TST Skip PEFT tests if PEFT version is too low Test-related, terse, typical engineering 2026-07-02
pr 0.00 🚨[wav2vec2] Support attn_implementation=sdpa dispatch Emoji and technical abbreviation indicat 2026-05-25
pr 0.00 Implement VibeVoice Human-like brevity; no AI hallmarks in t 2025-08-29
pr 0.00 Port ESMC and ESMFold2 to Transformers Minimal title and CI badge; no free-text 2026-06-04
pr 0.00 [Model] Support `use_cache=False` for DeepSeek V4 Only a model-specific title, no AI signa 2026-06-29
pr 0.00 CI Add PEFT integration tests Title uses common CI/test terminology, n 2026-07-02
pr 0.00 Fix save_pretrained with offloading and weight conversions Title uses engineering jargon, not AI-ge 2026-07-02
pr 0.00 fix mask return-type contract regression and add correctness Terse, technical, with domain-specific p 2026-07-02
pr 0.00 fix(integrations): prevent device mismatch in msa_attention Conventional scope/title, matches usual 2026-06-23
pr 0.00 Fix xLSTM train mode crash when return_last_states=False Technical, project-specific, no AI styli 2026-07-02
pr 0.00 Diffusion gemma: fix failed test cases Direct, informal; human engineering styl 2026-07-02
pr 0.00 wip step 3 7 flash Informal notes and links; clear human au 2026-06-15
pr 0.00 🚨 Enable SDPA (and other attention backends) for T5 and prop Contains emoji, specific technical refer 2026-07-02
pr 0.00 exaone4_5: add XPU expectations Informal request, direct ping; shows hum 2026-05-11
pr 0.00 Add tiny_model_id support to ProcessorTesterMixin for memory Technical title only, no AI-style free-t 2026-07-01
pr 0.00 Add new model: Kimi2-6 Only a short, domain-specific PR title; 2026-04-24
pr 0.00 Add Molmo2 Minimal title with domain terms; no AI-s 2026-01-23
pr 0.00 Bump the actions group across 1 directory with 8 updates — 2026-07-02
pr 0.00 test: add SDPA gradient health tests (fixes #44928) Concise, technical title—definitely huma 2026-07-02
pr 0.00 Bump the actions group across 1 directory with 6 updates — 2026-06-25
pr 0.00 fix(cli): make requests import optional in chat.py Casual comment about closing as stale; n 2026-05-16
pr 0.00 [glm-mode-dsa] Indexer uses interleaved rope Domain abbreviation and brief title, not 2026-06-23
pr 0.00 DeepSeek MLA: absorb low-rank up-projection into Q for eager Only a technical title and CI badge; no 2026-07-01
pr 0.00 Fix dtype casting for quantized Gemma4 vision/audio embedder Just a technical title with no AI-like f 2026-07-01
pr 0.00 Fix off-by-one in sliding_window_mask_function right window Brief technical title only; no evidence 2026-07-01
pr 0.00 Add linear_attn entries to Qwen3.5 base_model_tp_plan Technical, terse title and template; no 2026-07-01
pr 0.00 Use standard arg names in Mllama Title only, domain-specific naming, no A 2026-06-30
pr 0.00 [Bugfix] [Offloading] Save disk-offloaded buffers, Save conv Very terse; only a technical title, no A 2026-06-26
pr 0.00 CI Test PEFT integration CI Test-focused, highly terse and technical 2026-06-25
pr 0.00 FSDP orchestration: mesh init, distribute-before-load, DCP s Highly technical title with abbreviation 2026-07-01
pr 0.00 Add TIPSv2 Extremely brief title only; no AI genera 2026-06-02
pr 0.00 Add FP8 kernel acceleration for compressed-tensors quantized Domain-specific technical title; no sign 2026-04-29
pr 0.00 Fix train_batch_size and eval_batch_size to respect split_ba Title is domain-specific, terse, and sho 2026-04-29
pr 0.00 Fix RTDetrHungarianMatcher crash on infinite cost matrix Title is technical and concise with clea 2026-07-02
pr 0.00 [serge] Fix 10 integration tests for model `gemma3` failing — 2026-07-01
pr 0.00 [Generation] Add static ensemble verification for lossy spec Only template and PR title, no freeform 2026-05-14
pr 0.00 [serge] Fix 16 integration tests for model `musicgen_melody` — 2026-06-30
pr 0.00 [serge] Fix 10 integration tests for model `glm_ocr` failing — 2026-07-01
pr 0.00 [serge] Fix 12 integration tests for model `dac` failing wit — 2026-06-28
pr 0.00 Add qwen3 tts Only a terse title and CI badge; no free 2026-03-07
pr 0.00 Bump min peft 0.19.1 remove weight conversion duplicate code Only a technical title and CI badge, no 2026-06-05
pr 0.00 [docs] update cache apis Short, direct technical update; language 2026-06-25
pr 0.00 [serge] Fix 1 integration tests regressed by commit 1f3294c8 — 2026-07-01
pr 0.00 [serge] Fix 8 integration tests for model `mamba2` failing w — 2026-07-01
pr 0.00 [serge] Fix 12 integration tests for model `edgetam` failing — 2026-06-26
pr 0.00 Raise a loud error for missing prefix Direct title; no AI-style formality or p 2026-06-30
pr 0.00 [new model] Add Zyphra/ZAYA1-8B Direct, technical naming of model; no si 2026-05-09
pr 0.00 Fix typo in Qwen3 ASR no_split_module Minimal update with domain term, no AI s 2026-07-01
pr 0.00 🚨 🚨Bring some dinos to modern standards Colloquial and playful tone; not charact 2026-05-28
pr 0.00 feat[vLLM x v5]: Rename audio_processor to feature_extractor Technical commit style, no generic AI ph 2026-07-01
pr 0.00 Reject path traversal in the `transformers_weights` config f Brief, technical, only descriptive; not 2026-06-25
pr 0.00 Add MLU support to is_flash_linear_attention_available Only a terse PR title with no free-text 2026-07-01
pr 0.00 T5: add SDPA and Flash Attention 2 support Concise, technical title only; no AI hal 2026-06-28
pr 0.00 fix(masking): preserve dict return type in create_masks_for_ Title uses standard commit style, no AI 2026-07-01
pr 0.00 fix(models): fix MPS float64 type compatibility crashes for Short, technical title only; lacks AI-ge 2026-07-01
pr 0.00 Add nvidia/LocateAnything-3B Technical PR title only, no free-text or 2026-07-01
pr 0.00 Fix typo in `MusicgenForCausalLM.generate()` Specific typo fix, succinct and technica 2026-06-30
pr 0.00 Fix prompt lookup decoding generating past max_length Terse technical PR title, lacking any ve 2026-07-01
pr 0.00 Add support for RADIO models Template detected, no AI markers in body 2026-06-04
pr 0.00 Fix garbage generation for Qwen3.5/Qwen3-Next under device_m Technical and concise; lacks AI-style bo 2026-06-23
pr 0.00 Fix Mistral4 tests Extremely brief; typical of human-genera 2026-03-18
pr 0.00 Add native FSDP2 module + migration No sign of AI phrasing, only a title and 2026-06-17
pr 0.00 Shard on read Just a technical title and CI badge, no 2026-06-17
pr 0.00 Add heterogeneous config support (per-layer configuration) Template detected, no AI stylistic signa 2026-04-09
pr 0.00 Add Gemma4Unified sequence classification Template detected, no AI stylistic signa 2026-06-29
pr 0.00 only in the original repo Extremely minimal content; no AI traits, 2026-06-30
pr 0.00 Adding Omnilingual ASR models Only technical model naming; no AI-style 2026-01-13