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huggingface/transformers

// all events — 2026-06-24

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
commit 1.00 feat(generation): allow user to keep input tensors on cpu (# Commit message contains explicit AI assi 2026-06-15
pr 1.00 🚨 Modeling changes for export, compile, and hybrid-attention PR body explicitly mentions AI collabora 2026-06-18
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 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 1.00 Add Unlimited OCR 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 Try smaller group PR body explicitly mentions AI collabora 2026-06-23
pr 1.00 Fix use_cache with seq_len > 1 ( #46032) PR body explicitly mentions AI collabora 2026-05-19
pr 1.00 [Mistral] Move MistralConverter into integrations/mistral/ p PR body explicitly mentions AI collabora 2026-06-12
pr 1.00 Fix PyTorch memory leak in RT-DETR loss_dict by detaching te PR body explicitly mentions AI collabora 2026-06-20
pr 1.00 [DiffusionGemma] return_dict_in_generate=False for image-tex PR body explicitly mentions AI collabora 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 model: Add NVIDIA Canary-1B-v2 to Transformers Slightly more formal, but contains human 2026-06-22
pr 0.20 Add qwen3 tts Uses domain-specific terms and concise e 2026-03-07
pr 0.18 fix(integrations): correct typo in ClearMLCallback config ov Slightly formal phrasing, but still most 2026-06-05
pr 0.15 [glm-mode-dsa] Indexer uses interleaved rope Longer context but uses informal, discus 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, model-specific language with 2026-04-14
pr 0.15 [wav2vec2] Support attn_implementation=sdpa dispatch Domain detail, technical explanation, na 2026-05-25
pr 0.15 Enhance apply_chat_template with overloads for type checking Technical phrasing but slightly formal; 2026-06-23
pr 0.11 Implement VibeVoice Technical, direct free-text with some ne 2025-08-29
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 Fix RT-DETR extra feature-level projection indexing (#46832) Bug description is technical and terse, 2026-06-24
pr 0.10 Add heterogeneous config support (per-layer configuration) Uses domain-specific terms and informal 2026-04-09
pr 0.10 Fix slow Trainer path with 4D attention mask Direct technical bug report, informal, n 2026-05-08
pr 0.10 Qwen3 ASR and Forced Aligner Specific technical context with incomple 2026-02-08
pr 0.10 Add Gefen optimizer support to Trainer Direct technical description, includes d 2026-06-16
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 Fix models for which we don't have a dedicated tokenizer cla Direct, human-like language and issue re 2026-05-13
pr 0.10 Use meshgrid for brevity Informal tone, emoji, and specific techn 2026-06-24
pr 0.10 [CB] [Major] Add multimodal support to continous batching Direct, brief, and humanized draft langu 2026-06-03
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 Rework some old cache getters/properties Brief technical explanation; tone is inf 2026-06-24
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 Fix continuous batching for composite / multimodal configs Highly technical language, minimal fille 2026-06-24
pr 0.10 [DiffusionGemma] Support gradient checkpointing Specific technical context, informal fol 2026-06-11
pr 0.10 [CB] Fix issues with FA read / writes Technical fix description, minor formali 2026-06-19
pr 0.10 docs: Add NeMo Automodel community integration docs Technical, to-the-point, informal plus c 2026-02-26
pr 0.10 Fix expanded dim in the cache's cumulative length Informal, technical, and concise; human- 2026-06-24
pr 0.10 DIstributed branch base Technical jargon and informal tone sugge 2026-05-28
pr 0.10 fix: convert Tensor q_offset/kv_offset to int in flex_attent Summary uses domain terms; structured bu 2026-06-23
pr 0.10 [CB] Changes to increase max_batch_tokens Some formality but mostly technical, con 2026-06-17
pr 0.10 fix: raise `ValueError` for empty conversation in `apply_cha Concise, technical; uses informal tone a 2026-06-18
pr 0.10 Fix padding mask skipped for batch size 1 in linear-attentio Technical, terse, and uses abbreviations 2026-06-19
pr 0.08 [Offloading] Support full disk offloading Uses domain context and informal list st 2026-06-18
pr 0.07 Add native FSDP2 module + migration Technical, terse free-text and reviews; 2026-06-17
pr 0.07 Port ESMC and ESMFold2 to Transformers Casual tone and domain terms; content is 2026-06-04
pr 0.07 Import diffusion_gemma in models init Extremely terse, blunt; review bot comme 2026-06-23
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 xcodec2 model Minimal info; checklist use, very terse, 2026-02-20
pr 0.05 [docs] AITER kernels Extremely terse, domain-specific, not AI 2026-06-24
pr 0.05 fix(integrations): prevent device mismatch in msa_attention Terse and technical, abruptly ends, not 2026-06-23
pr 0.05 [gemma 3/4] Fix bidirectional attention masking crossing sli Free-text details are specific and techn 2026-06-23
pr 0.05 Prevent auto-class from being modified for all models Informal tone, direct bug explanation, n 2026-06-23
pr 0.05 [NemotronAsrStreaming] processor without modular Brief, domain-specific, and informal phr 2026-06-24
pr 0.05 [NemotronAsrStreaming] fix pipeline Minimal explanation, domain jargon, info 2026-06-24
pr 0.05 [docs] n-d parallelism Terse, uses technical doc references, in 2026-03-16
pr 0.05 Add TIPSv2 Technical, concise, with common domain r 2026-06-02
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 blip 2 fix Casual, specific, and includes URL; very 2026-06-22
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 0.05 Fix CPM-Ant LM head tying (vocabulary-slice tie) Bug report with domain details and infor 2026-06-23
pr 0.05 Switch decorator order Terse, informal, typo present, and domai 2026-06-24
pr 0.05 Fix beam search for mamba models Very brief, domain-specific, natural cas 2026-06-22
pr 0.05 Add MiniCPM3 Direct summary, domain jargon, technical 2025-09-24
pr 0.05 Fix RT-DETR indexing error when num_feature_levels exceeds b Straight to point, domain-specific, huma 2026-06-23
pr 0.05 docs(trainer): add JIT checkpointing to trainer recipes Actual PR content shows domain-specific 2026-06-22
pr 0.05 Fix Mamba2 mixer chunked-prefill / speculative decoding for Short, technical, informal style with do 2026-06-18
pr 0.05 [PoC] HF exporters Domain-specific terminology, informal ed 2025-11-03
pr 0.05 [Fix] Make require_flash_attn3 match runtime Technical explanation, informal phrasing 2026-06-23
pr 0.05 Fix mask when generating beyond sliding window Informal tone, test-specific reference, 2026-06-23
pr 0.05 Insert a Grafana badge in the PR Brief, informal phrasing; domain jargon; 2026-06-19
pr 0.05 Fix VideoPrismForVideoClassification returning last_hidden_s Bugfix description with domain details; 2026-06-23
pr 0.05 fix(timesfm2_5): correct method name in window_size moving a Concrete bugfix, domain context, informa 2026-06-23
pr 0.05 Avoid NumPy 2.0 `__array__` copy-keyword deprecation in `cre Concise with jargon; phrasing is informa 2026-06-23
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
pr 0.04 Add Fun-ASR-Nano model Summary is focused, technical, and conci 2026-05-24
pr 0.03 Add Molmo2 Template visible, actual text minimal; h 2026-01-23
pr 0.03 [ROCm] gpt-oss: route FA3 to aiter-flash-attn, generate ROCm Concrete, informal (parens); domain-spec 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
pr 0.01 docs: update apple silicon doc with safetensors `0.8.0` bene Casual tone, uses abbreviation ('Lmk'), 2026-06-18
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
commit 0.00 Smovlm: pad videos up to max frames (#46662) Extremely terse commit notes, not AI-lik 2026-06-16
commit 0.00 [Continuous Batching] Snapshot generation outputs without mu Direct, concise summary; typical human P 2026-06-16
commit 0.00 Reduce per_page from 100 to 50 in GitHub API calls to avoid Commit message is terse and technical; n 2026-06-15
commit 0.00 [docs] keep generation tensors on cpu (#46675) Very brief, domain-specific, and lacks A 2026-06-15
commit 0.00 docs(zh): add Chinese translation of kernels.md (#46621) Standard template use, mentions translat 2026-06-15
commit 0.00 mistral common backend fix (#46667) Informal tone, typos, and terse edits; h 2026-06-15
commit 0.00 [pr template] update (#46606) Very short, informal, purely descriptive 2026-06-15
commit 0.00 Fix AttributeError in auto_factory when model_class lacks co Technical, concise, fits human commit co 2026-06-15
commit 0.00 [CB] Slice logits inside the model (#46660) Brief, casual, and technical language ty 2026-06-15
pr 0.00 Fix GatedDeltaNet torch fallback prefill vs decode divergenc Template structure; actual content is te 2026-06-24
pr 0.00 Add support for RADIO models Template use; PR content is technical, n 2026-06-04
pr 0.00 wip step 3 7 flash Extremely terse, human style, no AI hall 2026-06-15
pr 0.00 [skills] help your agent get started Concise, domain-specific, and informal h 2026-04-30
pr 0.00 fix: update tokenizers version range to include stable 0.23. Technical, concise summary and problem s 2026-06-22