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huggingface/transformers

// all events — 2026-06-25

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
commit 1.00 Lfm2: also thread `seq_idx` through ShortConv.slow_forward ( Commit message contains explicit AI assi 2026-06-16
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 Add Unlimited OCR PR body explicitly mentions AI collabora 2026-06-23
pr 1.00 [Mistral] Move MistralConverter into integrations/mistral/ p PR body explicitly mentions AI collabora 2026-06-12
pr 1.00 Try smaller group PR body explicitly mentions AI collabora 2026-06-23
pr 1.00 fix: convert past_length to int in _prefill for static cache PR body explicitly mentions AI collabora 2026-06-24
pr 1.00 Add native masked MSE loss for Sapiens2ForPoseEstimation PR body explicitly mentions AI collabora 2026-06-19
pr 1.00 🚨 Modeling changes for export, compile, and hybrid-attention PR body explicitly mentions AI collabora 2026-06-18
pr 1.00 docs: Update NeMo AutoModel doc examples PR body explicitly mentions AI collabora 2026-06-24
pr 1.00 feat(model): add bailing v2.6 model PR body explicitly mentions AI collabora 2026-06-17
pr 1.00 Fix typos in code PR body explicitly mentions AI collabora 2026-06-12
pr 0.60 [CB] Changes to increase max_batch_tokens The phrase 'This PR aims at...' is a com 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 0.15 Documentation for the kernel API Slightly formal but still technical and 2026-06-18
pr 0.15 add_axk1 Succinct and domain-specific language, n 2026-06-24
pr 0.15 Feature/add axk1 Technical phrasing and brevity typical o 2026-06-24
pr 0.15 Feature/add axk1 Technical phrasing and brevity typical o 2026-04-14
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
commit 0.10 Laguna: support per-element output gating (#46690) Contains domain jargon, review context, 2026-06-17
pr 0.10 [docs] EP plan validation Concise, domain-specific, some typo, not 2026-06-25
pr 0.10 Fix YOLOS device mismatch with device_map="auto" Direct tone, specific bug, jargon, not C 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 Fix CohereASR training-loss double-shift (same as Moonshine Bug context, references issues, contains 2026-06-25
pr 0.10 Fix Florence2 training-loss double-shift (same pattern as Mo Brevity, issue numbers, domain terms, no 2026-06-25
pr 0.10 [gemma 3/4] Fix bidirectional attention masking crossing sli Technical, specific, informal, not ChatG 2026-06-23
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
pr 0.10 Qwen3 ASR and Forced Aligner Specific technical context with incomple 2026-02-08
pr 0.10 feat: build CI docker images for linux/arm64 (Graviton) Concise technical changelog with domain 2026-06-25
pr 0.10 Fix path traversal via vocab-file arguments in tokenizer_con Technical, concise description; uses rel 2026-05-29
pr 0.10 fix: redirect auto_docstring diagnostics from stdout to stde Specific issue reference, natural techni 2026-06-25
pr 0.10 Add Gefen optimizer support to Trainer Direct technical description, includes d 2026-06-16
pr 0.10 fix(mps): remove float64 casts in MusicFlamingo and UDOP tha Filled template, direct bug explanation, 2026-06-25
pr 0.10 [RT-DETR] Fix misplaced [-1] index in decoder projection whe Describes bug and fix with precise code 2026-06-25
pr 0.10 nemotron_asr_streaming: set _supports_flex_attn to False Direct bug reference with technical erro 2026-06-25
pr 0.10 Fix command syntax for optimum-cli export Very terse, specific, and technical fix; 2026-06-05
pr 0.10 [vllm + v5 fix] handle TokenizersBackend fallback properly f Natural, conversational summary with men 2026-02-24
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 fix(timesfm2_5): correct method name in window_size moving a Has domain-specific details and incomple 2026-06-23
pr 0.10 Use meshgrid for brevity Informal tone, emoji, and specific techn 2026-06-24
pr 0.10 Rework some old cache getters/properties Brief technical explanation; tone is inf 2026-06-24
pr 0.10 Fix continuous batching for composite / multimodal configs Highly technical language, minimal fille 2026-06-24
pr 0.10 Fix RT-DETR extra feature-level projection indexing (#46832) Bug description is technical and terse, 2026-06-24
pr 0.10 Fix slow Trainer path with 4D attention mask Direct technical bug report, informal, n 2026-05-08
pr 0.10 New SP support in Trainer Domain-specific, technical content, casu 2026-06-19
pr 0.10 Round the ue8m0 FP8 scale before quantizing so dequant match Technical, succinct, displays human edit 2026-06-19
pr 0.10 Shard on read Uses project-specific jargon and an info 2026-06-17
pr 0.10 :rotating_light: Processors update the rest Uses informal tone, emoji, and context-s 2026-06-11
pr 0.10 Add MTP training support for Qwen3.5 Informal, uses jargon and succinct human 2026-04-24
pr 0.10 Enhance return type annotation in apply_chat_template in pro Concise, technical update; lacks AI-like 2026-06-23
pr 0.10 Fix Evolla eager attention for the GQA text decoder Jargon-rich summary with technical conte 2026-06-24
pr 0.10 Fix Moonshine training-loss double-shift (train against labe Concise, technical explanation, domain-s 2026-06-20
pr 0.10 Fix `BlockMask` crash in CTRL flex-attention generation Casual, technical wording with real erro 2026-06-24
pr 0.10 Fix variable-length linear attention in Qwen3.5/Qwen3-Next Jargon-heavy, specific issue reference; 2026-06-24
pr 0.10 [DiffusionGemma] Support gradient checkpointing Specific technical context, informal fol 2026-06-11
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 [docs] AITER kernels Extremely terse, domain-specific, not AI 2026-06-24
pr 0.05 CI Test PEFT integration CI Short, informal; clear test statement; n 2026-06-25
pr 0.05 Fix models for which we don't have a dedicated tokenizer cla Terse, issue reference, typo; no AI phra 2026-05-13
pr 0.05 QwenVL model conversion Personal note, specific script, informal 2026-06-25
pr 0.05 Reject path traversal in the `transformers_weights` config f Technical, concise, no AI hallmarks; hum 2026-06-25
pr 0.05 Add Molmo2 Text mostly template; limited original c 2026-01-23
pr 0.05 Fix Gemma4 closed thinking block detection in serve Short, focused issue reference, specific 2026-06-25
pr 0.05 Fix OLMo 3 scaled RoPE handling for sliding attention Summary format, technical jargon, no AI 2026-05-13
pr 0.05 call transformers-ci in a nightly run Brief, domain jargon, typo ('nighly'); h 2026-06-22
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 [CB] [Major] Add multimodal support to continous batching Technical, brief, direct; review comment 2026-06-03
pr 0.05 [NemotronAsrStreaming] fix pipeline Minimal explanation, domain jargon, info 2026-06-24
pr 0.05 [NemotronAsrStreaming] processor without modular Brief, domain-specific, and informal phr 2026-06-24
pr 0.05 Add TIPSv2 Technical, concise, with common domain r 2026-06-02
pr 0.05 blip 2 fix Casual, specific, and includes URL; very 2026-06-22
pr 0.05 fix(integrations): prevent device mismatch in msa_attention Terse and technical, abruptly ends, not 2026-06-23
pr 0.05 Add xcodec2 model Minimal info; checklist use, very terse, 2026-02-20
pr 0.05 Prevent auto-class from being modified for all models Informal tone, direct bug explanation, n 2026-06-23
pr 0.05 [docs] n-d parallelism Terse, uses technical doc references, in 2026-03-16
pr 0.05 Add Spanish translation of the torch.compile page Terse, includes natural disclosure, huma 2026-06-23
pr 0.05 [docs] distributed training Informal, brief, domain-specific; no AI 2026-03-03
pr 0.05 [docs] require trust_remote_code for custom_generate Direct, brief doc-related note; informal 2026-06-15
pr 0.05 Streamable chat parsing Casual, domain-specific, and conversatio 2026-05-08
pr 0.05 Fix loss and epoch accounting for native (accelerate) SP bac Highly terse and includes direct tagging 2026-06-24
pr 0.05 Fix BitNet packed-weight unpacking dtype (`F.linear` dtype m Technical description, terse tone, domai 2026-06-22
pr 0.04 [Offloading] [Bugfix] Fix disk offloading of models with exp Technical, uses list; natural, not overl 2026-06-23
pr 0.04 fix(qwen3_5): add linear_attn entries to base_model_tp_plan Direct, uses jargon, natural issue linki 2026-06-23
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
pr 0.02 add distributed config Minimal free-text, short informal phrasi 2026-06-17
pr 0.01 Add Nemotron 3.5 ASR Streaming Only template title with no free-text co 2026-06-11
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
commit 0.00 Fix dynamic module symlinked cache on trust_remote_code mode Terse commit with informal tone and dire 2026-06-17
commit 0.00 ci: grant pull-requests:write to the security gate caller (# Short, informal, direct language; clear 2026-06-17
commit 0.00 Multi-gpu loading when the whole backbone is tied (#46625) Extremely terse, slang and typos, human 2026-06-17
commit 0.00 Delete docstring if same as in auto-doc (#46284) Casual comments, typos, and specific dev 2026-06-17
commit 0.00 Update GLM-5.2 docs (#46703) Standard doc update workflow; style is e 2026-06-17
commit 0.00 add conversion scripts for EUPE (#46691) Commit message uses terse, domain-specif 2026-06-16
commit 0.00 [`Blip2`] Fix cross attention reshape (#46695) Extremely terse, likely human and not AI 2026-06-16
commit 0.00 [docs] compile level and batch/scheduling limits (#46676) Minimal, informal notes typical of human 2026-06-16
commit 0.00 [Fix] Serve drops some attributes at serialization (#46680) Concise, natural phrasing and domain spe 2026-06-16
commit 0.00 [blip_2] Support attn_implementation dispatch (#46401) Brief, informal commit messages indicati 2026-06-16
commit 0.00 [CTRL] Support attn_implementation dispatch (#46073) Short, repeated, and refined messages sh 2026-06-16
commit 0.00 Sapiens2: Remove modeling imports in image processing (#4667 Single-sentence, direct commit with doma 2026-06-16
commit 0.00 feat(pipelines): accept numpy arrays and tensors in ImageCla Human names and terse fixes indicate nat 2026-06-16
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
pr 0.00 Port ESMC and ESMFold2 to Transformers Informal tone with abbreviations; no AI- 2026-06-04
pr 0.00 [glm-mode-dsa] Indexer uses interleaved rope Domain-specific, casual, clear human exp 2026-06-23
pr 0.00 [`Kernels`] Refactor function handling Technical details, dependent links, not 2026-06-25
pr 0.00 Fix Mamba2 chunked-prefill / speculative decoding for Zamba2 Direct, terse, highly domain-specific co 2026-06-18
pr 0.00 Add new model: Kimi2-6 Human style, informal comment, domain-wi 2026-04-24
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 Kernel api doc, part 2 Short, technical, domain-specific discus 2026-06-25
pr 0.00 Add Fun-ASR-Nano model Bullet list, domain terms, technical sum 2026-05-24
pr 0.00 Bump the actions group across 1 directory with 6 updates — 2026-06-25
pr 0.00 Bump the actions group across 1 directory with 4 updates — 2026-06-11
pr 0.00 add XPU Expectation for cosmos3_omni tests Brief, informal, direct request to revie 2026-06-25
pr 0.00 Add support for RADIO models Template use; PR content is technical, n 2026-06-04
pr 0.00 Add native FSDP2 module + migration Informal, terse, with planning notes; no 2026-06-17