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huggingface/transformers

// all events β€” 2026-06-29

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 Adapt voxtral_realtime to mistral-common 1.11.5 audio API PR body explicitly mentions AI collabora 2026-06-26
pr 1.00 Finegrained FP8 v4: fused grouepd/batched PR body explicitly mentions AI collabora 2026-06-29
pr 1.00 🚨 Modeling changes for export, compile, and hybrid-attention PR body explicitly mentions AI collabora 2026-06-18
pr 1.00 Fix `TrackioCallback` fails to log evaluation metrics after PR body explicitly mentions AI collabora 2026-06-27
pr 1.00 Add Xiaomi MiMo-V2 PR body explicitly mentions AI collabora 2026-03-31
pr 1.00 FIX PEFT test changed error type PR body explicitly mentions AI collabora 2026-06-29
pr 1.00 feat(model): add bailing v2.6 model PR body explicitly mentions AI collabora 2026-06-17
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 attention mask skip tests, tokenizer padding edge case t PR body explicitly mentions AI collabora 2026-06-27
pr 1.00 Use inspect.getsource instead of open() for source-reading i PR body explicitly mentions AI collabora 2026-05-26
pr 1.00 docs: add prepare_for_model() v4β†’v5 migration example PR body explicitly mentions AI collabora 2026-06-26
pr 1.00 Add Unlimited OCR PR body explicitly mentions AI collabora 2026-06-23
pr 1.00 Fix failure revealed by Pytest v9 PR body explicitly mentions AI collabora 2026-06-29
pr 1.00 Allow tokenizers 0.23.1 PR body explicitly mentions AI collabora 2026-06-03
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 0.15 Fix label truncation for per-sample nested structures in Tra Direct technical style, some full senten 2026-01-21
pr 0.15 Fix mask loss to ignore padding areas in object detection Technical and context-specific, not gene 2026-01-24
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 Bump minimum torch version to 2.5 and clean up torch<2.5 wor Succinct and direct; no AI patterns dete 2026-06-27
pr 0.10 [Gemma4] Fix dtype casting for quantized vision/audio embedd Domain-specific explanation, direct tone 2026-06-27
pr 0.10 Fix training-loss double-shift in Florence2 and CohereASR Clear domain context, no ChatGPT-style l 2026-06-26
pr 0.10 fix(deepspeed): chunk ZeRO-3 missing-key param gather to avo Has summary section, but tone is natural 2026-06-26
pr 0.10 Fix Gemma4 closed thinking block detection in serve Concise, technical, and specific; human- 2026-06-25
pr 0.10 [Olmo3] different RoPE per layer type Uses direct revert language, reference t 2026-06-26
pr 0.10 Add HunYuan VL model Technical content, terse and to the poin 2026-06-04
pr 0.10 Fix flaky SAM-HQ integration tests by adding set_seed Technical, uses domain-specific explanat 2026-01-06
pr 0.10 Add Audio-Visual Flamingo model Technical, domain-specific, normal for h 2026-04-22
pr 0.10 add_axk1 Concise, technical addition, with domain 2026-06-24
pr 0.10 Add qwen3 tts Domain-specific content, no AI-style phr 2026-03-07
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 crash in greedy assisted generation with different token Technical error description; domain-spec 2026-06-27
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 Fix CohereASR training-loss double-shift (same as Moonshine Describes a specific technical bug with 2026-06-25
pr 0.10 [NemotronAsrStreaming] processor without modular Informal, brief update, refers to ongoin 2026-06-24
pr 0.10 Fix YOLOS device mismatch with device_map="auto" Technical language, concise, uses domain 2026-06-25
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 Better and more extensive tests for RoPE Title only and badge, no text indicating 2026-06-26
pr 0.05 Fix Florence2 training-loss double-shift (same pattern as Mo Only issue reference and badge, no AI ha 2026-06-25
pr 0.05 Fix CohereASR training loss double shift Minimal title, no free-text for AI signa 2026-06-28
pr 0.05 🚨[wav2vec2] Support attn_implementation=sdpa dispatch Title and badge; no indications of AI ge 2026-05-25
pr 0.05 Remove some unnecessary generate warnings Only removal notice, minimal text, badge 2026-06-29
pr 0.05 Optimize Ernie 4.5 VL timestamp rendering with cached overla Concise, domain-specific, and informal p 2026-01-26
pr 0.05 Fix shape mismatch in KyutaiSpeechToText `generate()` last w Casual tone, uses domain details, no AI 2026-06-29
pr 0.05 Fix default interpolation to BICUBIC for ViT, EfficientNet, Brief, technical, and standard human phr 2025-12-24
pr 0.05 Reject assisted generation for LFM2 and LFM2-MoE (set _is_st Technical, minimal, and informal style; 2026-06-27
pr 0.05 QwenVL model conversion Informal and specific, includes typo and 2026-06-25
pr 0.05 [glm-mode-dsa] Indexer uses interleaved rope Free-text is iterative, casual, and tech 2026-06-23
pr 0.05 Don't pin the gated delta net norm to `cuda:0` with a hardco Domain-specific, informal, not unnatural 2026-06-22
pr 0.05 Fix dtype cast in TimesFM 2.5 ResidualBlock for quantized we Technical explanation and concise; no si 2026-06-28
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 [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
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
pr 0.00 [docs] fix autolinks Only template and changelog markup; no f 2026-06-29
pr 0.00 🚨 [gemma 3/4] Fix bidirectional attention masking crossing s Template with technical PR title only; n 2026-06-23
pr 0.00 Add MOSS-TTS-v1.5 (delay) and MOSS-Audio-Tokenizer Template with technical bullet points an 2026-06-05
pr 0.00 Add TIPSv2 Template and title only, no free-text wi 2026-06-02
pr 0.00 Add Fun-ASR-Nano model Template and PR title only; no free-form 2026-05-24
pr 0.00 [Generation] Add static ensemble verification for lossy spec Only a terse, domain-specific PR title; 2026-05-14
pr 0.00 Add Gemma4Unified sequence classification PR title is concise and technical; no AI 2026-06-29
pr 0.00 [Model] Support `use_cache=False` for DeepSeek V4 Short, technical PR title with human sty 2026-06-29
pr 0.00 [Bugfix] [Offloading] Save disk-offloaded buffers, Save conv Uses standard bugfix PR titling, no AI p 2026-06-26
pr 0.00 Allow PEFT quantized models with non-trainable quantizers Standard technical PR title; nothing AI- 2026-06-29
pr 0.00 [docs] EP plan validation Very brief, technical docs change title; 2026-06-25
pr 0.00 Fix silent SDPA math-kernel fallback for GQA with head_dim > Contains domain-specific detail and inco 2026-06-29
pr 0.00 Add new model: Kimi2-6 Terse, informal explanation; typical hum 2026-04-24
pr 0.00 Fix Xcodec2 attention to be non-causal. Short, technical, and has typical human 2026-06-29
pr 0.00 Remove deprecated training args Brief, domain-specific content with chec 2026-06-26
pr 0.00 make sure serge produces clean patches Minimal and informal content, likely hum 2026-06-29
pr 0.00 fix(qwen3_5): add linear_attn entries to base_model_tp_plan Uses specific technical jargon and issue 2026-06-23
pr 0.00 Fix Mamba2 chunked-prefill / speculative decoding for Zamba2 Specific model jargon, not generic or AI 2026-06-18
pr 0.00 CI Test PEFT integration CI PR is just a title, no AI hallmarks in t 2026-06-25
pr 0.00 Reject path traversal in the `transformers_weights` config f Title only; no AI-style explanations or 2026-06-25
pr 0.00 🚨 🚨Bring some dinos to modern standards Informal tone and anthropomorphic emojis 2026-05-28
pr 0.00 Add Molmo2 Non-AI, technical wording, template chun 2026-01-23
pr 0.00 wip step 3 7 flash Casual notes and technical jargon; no AI 2026-06-15
pr 0.00 fix(integrations): prevent device mismatch in msa_attention Domain-specific fix description, not AI- 2026-06-23
pr 0.00 Fix path traversal via vocab-file arguments in tokenizer_con Technical title only, no AI-like content 2026-05-29
pr 0.00 Remove default dtype in FusedRMSNormGated modules Single-sentence title, no AI pattern det 2026-06-29
pr 0.00 Fix PPFormulaNet training-loss double-shift (train against l Technical content, terse, no AI-style ph 2026-06-26
pr 0.00 docs(conditional_detr): fix num_queries default in docstring Concise, domain-specific, no AI hallmark 2026-06-27
pr 0.00 Add unit tests for `_ignore_causal_mask_sdpa` in `test_maski Direct commit-style language, clearly hu 2026-06-27
pr 0.00 Use common floats_list method for feature extractor tests. Informal and specific, lacks AI generati 2026-06-29
pr 0.00 Fix RT-DETR indexing error when num_feature_levels exceeds b Brief, technical, lacking AI-typical phr 2026-06-23
pr 0.00 Fix CohereASR training loss double shift Concise and technical, human-written sty 2026-06-29
pr 0.00 Bump the actions group across 1 directory with 6 updates β€” 2026-06-25
pr 0.00 Shard on read Only a title given, no stylistic cues of 2026-06-17
pr 0.00 Add native FSDP2 module + migration Only a title given, cannot assess for AI 2026-06-17
pr 0.00 [serge] Fix 22 integration tests for model `whisper` failing β€” 2026-06-29
pr 0.00 Fix auto-mappings registration for remote code & fixes a few Only a title given, insufficient text fo 2026-06-25
pr 0.00 Fix `PhimoeIntegrationTest` Minimal free-text; terse and specific to 2026-06-10
pr 0.00 [serge] Fix 8 integration tests for model `mamba2` failing w β€” 2026-06-29
pr 0.00 [serge] Fix 8 integration tests for model `peft_integration` β€” 2026-06-29
pr 0.00 [serge] Fix 12 integration tests for model `glm46v` failing β€” 2026-06-27
pr 0.00 T5: add SDPA and Flash Attention 2 support Technical, template-structured, content 2026-06-28
pr 0.00 [serge] Fix 12 integration tests for model `dac` failing wit β€” 2026-06-28
pr 0.00 [serge] Fix 12 integration tests for model `edgetam` failing β€” 2026-06-26
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 [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 β€” 2026-06-27
pr 0.00 [serge] Fix 12 integration tests for model `minimax_m3_vl` f β€” 2026-06-27