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huggingface/transformers

// all events — 2026-05-19

Type AI Score Description Actor Reason Date
commit 1.00 FSDP + TP & native save/load distributed (#45028) Commit message contains explicit AI assi 2026-05-19
commit 1.00 Block image_start/end_token_id in generation test sampling ( Commit message contains explicit AI assi 2026-05-15
commit 1.00 Fix M-RoPE device mismatch in Qwen3VL family under FSDP2 CPU Commit message contains explicit AI assi 2026-05-15
commit 1.00 Extract dynamic vision/audio tensors into standalone pure fu Commit message contains explicit AI assi 2026-05-13
commit 1.00 fix(testing_utils): guard get_device_capability with torch.c Explicit mention of AI collaboration: 'd 2026-05-11
commit 1.00 Add Qwen3.5 support for token classification (#45833) Commit message contains explicit AI assi 2026-05-08
pr 1.00 fix: include transitive relative imports when loading from l PR body explicitly mentions AI collabora 2026-05-18
pr 1.00 Fix use_cache with seq_len > 1 ( #46032) PR body explicitly mentions AI collabora 2026-05-19
pr 1.00 Add Xiaomi MiMo-V2 PR body explicitly mentions AI collabora 2026-03-31
pr 1.00 Add Sapiens2 Model PR body explicitly mentions AI collabora 2026-05-12
pr 1.00 Exclude audio modules from conversion process PR body explicitly mentions AI collabora 2026-04-28
pr 1.00 docs: Fix formatting issues in weightconverter.md PR body explicitly mentions AI collabora 2026-05-15
pr 1.00 fix: prevent OOM/hang in smart_resize for large images PR body explicitly mentions AI collabora 2026-05-18
pr 1.00 feat: Add GGUF loading support for Llama 4 (text) PR body explicitly mentions AI collabora 2026-04-21
pr 1.00 Fix remaining RAG doc examples that crash on current transfo PR body explicitly mentions AI collabora 2026-05-18
pr 1.00 DeepGEMM BF16 + mixed FP8/FP4 + MegaMoE + refactor PR body explicitly mentions AI collabora 2026-04-24
pr 1.00 docs: fix OOM/hang for Qwen dynamic resolution models by set PR body explicitly mentions AI collabora 2026-05-16
pr 1.00 fix(llama4): align MoE interface for EP/TP compatibility PR body explicitly mentions AI collabora 2026-05-18
pr 1.00 fix: add pickle support to _LazyConfigMapping for spawn mult PR body explicitly mentions AI collabora 2026-05-18
pr 0.40 add HyperClovaX Vision Polite greeting and formal intro, but so 2026-02-27
commit 0.20 Warn about forgetting attention mask functions (#45811) Somewhat more formal and explanatory, bu 2026-05-11
pr 0.20 Fix article in T5 and Whisper model docs (a encoder-decoder Brief, specific typo fix with natural ex 2026-05-19
pr 0.20 Fix articles in add_new_model docs (a -> an for vowel-initia Concise grammar correction; clear and di 2026-05-19
pr 0.20 Fix article in ViTPose docs (a object detector -> an object Simple description of a minor text fix, 2026-05-19
pr 0.20 Fix typo in Qwen2.5-Omni docs example (cant -> can) Brief typo fix with reference to doc and 2026-05-19
pr 0.20 Fix typo in Falcon-H1 comments (dependant -> dependent) Direct justification for comment-only ty 2026-05-19
pr 0.20 Fix mangled words in GOT-OCR2 abstract Non-formal, factual about copy/paste err 2026-05-19
pr 0.20 Fix article in task tutorials (load a evaluation -> load an Simple grammar fix, straightforward and 2026-05-19
pr 0.20 [serve] Support for reasoning Brief technical explanation, domain word 2026-04-28
pr 0.20 docs: sync legacy ACL anthology URLs and update metrics acro Technical with project references, no AI 2026-05-18
pr 0.20 FIX Restore LoRA hotswapping functionality Concise technical description; domain co 2026-04-28
pr 0.20 Fix cache collision 45632(NaNs in classification heads upon Contains truncation but uses some domain 2026-05-17
pr 0.20 🚨🚧 FeatureExtractor → AudioProcessor Casual, checklist format, domain-specifi 2026-03-02
pr 0.15 Streamable chat parsing Uses informal language and domain terms; 2026-05-08
pr 0.12 Adding test to ensure Gemma 4 processing of batches with mix Technical language, brief and domain-spe 2026-05-19
commit 0.10 docs: update models architecture count and sync ACL antholog Well-structured doc change; some formal 2026-05-18
commit 0.10 Fix slow Trainer path with 4D attention mask (#45852) Domain-specific detail, natural technica 2026-05-12
commit 0.10 fix(rope): read original_max_position_embeddings from yarn v Technical explanation, domain-specific p 2026-05-12
pr 0.10 FSDP + TP & native save/load distributed Concise, technical, uses domain abbrevia 2026-03-26
pr 0.10 [ShieldGemma2] Support attn_implementation dispatch Technical, concise with jargon and direc 2026-05-19
pr 0.10 chore(linter): fix for rules 16-17-18 Informal tone, specific details, clear r 2026-05-18
pr 0.10 Extended n-to-1 kernel fusion via `KernelConfig` Jargon and terse points suggest human au 2026-04-27
pr 0.10 Qwen3 ASR and Forced Aligner Domain-specific, uses project-specific t 2026-02-08
pr 0.10 :rotating_light: Modularize `ProcessorMixin` into smaller co Technical jargon and natural explanation 2026-04-17
pr 0.10 Restore test utils fix Terse explanation; minimal, slight gramm 2026-05-19
pr 0.10 [Trainer] Optimize LengthGroupedSampler computation with sel Uses technical jargon and references an 2026-04-26
pr 0.10 [GGUF] Add support for Qwen3.5 MoE (qwen35moe arch) Technical tone, concise, refers to error 2026-04-27
pr 0.10 FSDP2 native support in transformers Short technical intro with abbreviations 2026-02-17
pr 0.10 Fix models for which we don't have a dedicated tokenizer cla Informal, concise, domain-specific summa 2026-05-13
pr 0.10 Add new model: Kimi2-6 Informal context (mentions discussion w/ 2026-04-24
pr 0.10 Parakeet tdt Technical, project-jargon; filling in of 2026-02-20
pr 0.10 fix: owned_by field in GET /v1/models returns list instead o Displays clear, technical fix descriptio 2026-05-16
pr 0.10 trainer: clear MPS graph cache after each optimizer step (py Technical, concise summary, uses abbrevi 2026-05-07
pr 0.10 🚨 [ALM] Add base model without head Motivation and context use domain-specif 2026-04-20
pr 0.10 [CB] Remove OpenTelemetry Brief, numbered justifications; domain-j 2026-05-15
pr 0.10 Fix outdated RAG documentation example Technical summary with domain-specific r 2026-05-18
pr 0.10 Init the actual tensor, not a copy Technical bugfix explanation, informal s 2026-05-18
pr 0.10 [MultimodalLM] add language_model to the get/set_input_embed Casual tone and inline reasoning suggest 2026-05-18
pr 0.10 Fix AttributeError in RAG generate() for missing config fiel Direct reference to issue; technical and 2026-05-18
pr 0.10 Widen tols for float16/bfloat16 References flaky tests, uses specific li 2026-05-18
pr 0.10 hf_argparser: fix TypeError when resolving Optional of gener Technical explanation and domain terms; 2026-05-17
pr 0.10 fix: handle OOV token ids gracefully in convert_ids_to_token Domain-specific discussion, clear refere 2026-05-17
pr 0.10 Fix DeepSeekV4 compressor padding masks Technical and concise with domain-specif 2026-05-16
pr 0.10 fix(cache): StaticCache.get_seq_length() now returns int ins Uses domain-specific terms, direct langu 2026-05-17
pr 0.10 cache: store StaticLayer.cumulative_length as a 0-dim scalar Uses technical jargon, clear human-writt 2026-05-15
pr 0.10 fix: StaticLayer.get_seq_length() returns int not Tensor Short, technical, and includes code refe 2026-05-16
pr 0.10 Support FA2 flash_attn_with_kvcache for XPU continuous batch Technical, domain-specific terminology a 2026-05-18
pr 0.10 Add hrm text Technical, domain-specific, concise and 2026-05-18
pr 0.10 Fix OOM regression for FSDP2 + cpu_ram_efficient_loading on Technical, human typo (regression contex 2026-04-25
pr 0.08 Fix wrong variable in check_model_type isinstance check Bug fix described in technical, concise 2026-05-19
pr 0.08 fix: adapt Whisper models to use self.loss_function with num Uses domain-specific jargon and informal 2026-05-19
pr 0.07 [Gemma 4] Adds support to batches with mixed samples with on Concise, human phrasing, lacks AI-style 2026-05-18
pr 0.07 add DeepSeek-V4-Flash-Base support, also add the testcase(de Terse, domain-specific notes and minimal 2026-05-11
pr 0.06 Add on_exception callback to mark MLflow runs as FAILED on e Bug description is technical and straigh 2026-05-19
pr 0.06 Fix grammar in core_model_loading comment Direct, technical phrasing; typo correct 2026-05-19
pr 0.06 Fix typo in Qwen3-Omni-MoE docs example (cant -> can) Concise technical correction; uses human 2026-05-19
commit 0.05 Fix remaining RAG doc examples that crash on current transfo Technical, concise, domain-specific; no 2026-05-19
commit 0.05 🚨 Refactor ViT to updated standards (#41693) Commit messages are terse, use domain te 2026-05-08
pr 0.05 fix(cache): StaticLayer.get_seq_length() should return int n Technical summary, domain jargon, no AI 2026-05-19
pr 0.05 [Model] Add PP-OCRv6 Models Support No AI signal; only title provided, clear 2026-05-08
pr 0.05 Delete dead code in qwen-vl series Terse changelog style, strong domain con 2026-05-07
pr 0.05 Add the other processors to auto-mappings Informal tone, concise and technical, no 2026-05-19
pr 0.05 add flash base test and fix the incorrect and crash issue du Choppy note style, direct and technical, 2026-05-19
pr 0.05 [ALM] flaky alm tests Brief, bullet style, strong domain speci 2026-05-19
pr 0.05 Fix typos in input_outputs.py docstring (sytem, adresses) Minimal, domain-specific content; no AI- 2026-05-19
pr 0.05 Fix typo in Voxtral docs example (speach -> speech) Very brief, technical fix; lacks AI-styl 2026-05-19
pr 0.05 Fix typo in SQuAD processor docstring (dependant -> dependen Terse, technical context; template-fille 2026-05-19
pr 0.05 Fix typo in modular multimodal example (everytime -> every t Short, direct typo fix; domain-specific, 2026-05-19
pr 0.05 Fix typo in HiggsAudioV2 processor (lenghts -> lengths) Minimal, technical fix with typo detail; 2026-05-19
pr 0.05 user friendly error when loading audio from video Very brief, minimal description with inf 2026-04-03
pr 0.05 Fix model parallel bugs for Gemma4 Technical, terse, includes domain errors 2026-05-07
pr 0.05 docs(readme): use canonical `huggingface.co` domain in prose Direct, domain specific, explains a doc 2026-05-18
pr 0.04 Add qwen3 tts Technical modeling language; informal, n 2026-03-07
pr 0.04 Fix Gemma4 use_bidirectional_attention="all" mask behavior Concise technical bugfix, domain-specifi 2026-05-19
pr 0.03 Add Videoprism Terse, technical, references upstream re 2025-08-04
pr 0.03 Add Deepseek-OCR-2 model Concise, technical, domain-specific refe 2026-03-27
commit 0.02 docs: sync legacy ACL anthology URLs and update metrics acro Commit log style, domain-specific; lacks 2026-05-19
commit 0.00 Fix post processing RF-DETR (#46041) Short, terse commit messages; no AI sign 2026-05-19
commit 0.00 [Model] Add PP-OCRv6 Models Support (#45838) Human-style init and update logs; domain 2026-05-19
commit 0.00 [serve] Support for reasoning (#45690) Informal, iterative commits; no AI phras 2026-05-19
commit 0.00 Fix Gemma4 generation from inputs_embeds and per_layer_input Brief, informal commit messages; human t 2026-05-19
commit 0.00 Parakeet tdt (#44171) Technical jargon and detailed changelog; 2026-05-19
commit 0.00 Remove mask visualization tool from `masking_utils.py` (#460 Single-word, terse commit message; human 2026-05-19
commit 0.00 user friendly error when loading audio from video (#45221) Terse, informal; free-text is minimal an 2026-05-19
commit 0.00 fix: owned_by field in GET /v1/models returns list instead o Concise commit summary with domain detai 2026-05-19
commit 0.00 [CB] Remove OpenTelemetry (#45984) Short, domain-specific message; no AI si 2026-05-19
commit 0.00 docs(readme): use canonical `huggingface.co` domain in prose Standard docs update; no AI signals in c 2026-05-19
commit 0.00 Init the actual tensor, not a copy (#46030) Very terse, direct, informal—definitely 2026-05-19
commit 0.00 [MultimodalLM] add language_model to the get/set_input_embed Concise, technical commit with standard 2026-05-18
commit 0.00 Fix AttributeError in RAG generate() for missing config fiel Direct bugfix description using technica 2026-05-18
commit 0.00 [`HRM Text`] Add integration tests (#46033) Minimal detail, informal message; typica 2026-05-18
commit 0.00 Add hrm text (#46025) Casual tone, domain specifics, mixture o 2026-05-18
commit 0.00 hy_v3: add XPU expectations (#45858) Single-purpose, succinct commit typical 2026-05-18
commit 0.00 exaone4_5: add XPU expectations (#45890) Humans often split work in such iterativ 2026-05-18
commit 0.00 hyperclovax: add XPU Expectations for CI test (#45926) Short, on-topic commit message with deve 2026-05-18
commit 0.00 fix: route Granite models to TokenizersBackend to preserve t Highly technical, idiosyncratic phrasing 2026-05-18
commit 0.00 fix model parallel issues for deimv2 (#45843) Multiple sign-offs, collaborative struct 2026-05-18
commit 0.00 chore(ci): remove dead env vars from circleci-failure-summar Clear, domain-specific rationale with hu 2026-05-18
commit 0.00 [DeepSeek V4] Fix MoE converter substring-matching FP8 scale Changelog style and commit subject are c 2026-05-18
commit 0.00 [docs] adding audio/video processors (#45795) Commit log is terse, uses minimal phrase 2026-05-18
commit 0.00 [CB] [Major] Add tensor paralellism (#45821) Frequent use of abbreviations, terse/cho 2026-05-18
commit 0.00 bugfix(ci): avoid E2BIG in pr_slow_ci_suggestion (#45983) Highly technical language and informal, 2026-05-16
commit 0.00 🚨Fix memory leaks caused by lru decorators in vision models Commit log uses terse, technical, and in 2026-05-15
commit 0.00 RFDetr - use correct Roboflow org for release (#45946) Contains only summary and a human co-aut 2026-05-15
commit 0.00 docs: Fix formatting issues in weightconverter.md (#45988) Brief, human-formulated commit summary. 2026-05-15
commit 0.00 Fix colqwen2 test (#45981) Extremely terse, typical of human commit 2026-05-15
commit 0.00 [docs] chat template prefill (#45947) Single word 'docs' is terse and human-li 2026-05-14
commit 0.00 [docs] decode fast path (#45899) Terse technical commit, no AI signal. 2026-05-14
commit 0.00 fix: restore `_attn_implementation `and fix request offset i Informal, includes technical shorthand a 2026-05-14
commit 0.00 Support Audio Flamingo Next checkpoints (#44830) Changelog with domain jargon and informa 2026-05-14
commit 0.00 Expose `per_layer_inputs` for every Gemma4 variants (#45927) Very brief commit messages; no AI indica 2026-05-14
commit 0.00 chore: update benchmark_v2.yml (#45966) — 2026-05-14
commit 0.00 chore: update build-ci-docker-images.yml (#45959) — 2026-05-14
commit 0.00 fix(ci): set persist-credentials: false on actions/checkout Very technical, detailed, with domain-sp 2026-05-14
commit 0.00 chore(ci): set default workflow permissions to contents: rea Technical explanation with human tone; n 2026-05-14
commit 0.00 fix(ci): remove template injection on pull_request_target wo Technical with filenames and error refer 2026-05-14
commit 0.00 chore(ci): pin all GitHub Actions and reusable workflows by Detailed and technical; lists tool and f 2026-05-14
commit 0.00 [docs] ALMModelTest (#45900) Minimal commit messages; no AI signals. 2026-05-13
commit 0.00 [docs] new attention mask helpers (#45949) Standard template usage and terse messag 2026-05-13
commit 0.00 Enhance apply_chat_template to support custom field prefilli Contains domain-specific detail and huma 2026-05-13
commit 0.00 Pass packed boundary metadata to Qwen3.5 linear-attention fa Dense technical commit log, human-like s 2026-05-13
commit 0.00 BUGFIX: Support hubert models that don't have conv_pos_batch Short and focused human edits, plus coau 2026-05-13
commit 0.00 Revert 45777 (#45942) Single-word revert message; human typica 2026-05-13
commit 0.00 pass the otel secrets (#45933) Informal lowercase message; no AI traits 2026-05-13
commit 0.00 Add initial torch_tpu backend support (#45918) Detailed technical changes and realistic 2026-05-13
commit 0.00 [CB] Hide activation footprint by using the CUDA graph pool Short, informal commit language, domain 2026-05-13
commit 0.00 Require input_ids for repetition penalty (#45389) Contains typos, informal style, and coau 2026-05-13
commit 0.00 Fix undefined 'input' variable (#45895) Terse commit message, no AI signals, no 2026-05-13
commit 0.00 Deepseek v4 csa mask collapse (#45928) Technical detail and abbreviations; no A 2026-05-13
commit 0.00 [fix] Add `fatal_error` to `ContinuousBatchingManager` so th Terse, domain-specific, terse comments; 2026-05-13
commit 0.00 Fix fsdp2 for gemma models with shared kv states (#45912) Casual wording and co-author trailer ind 2026-05-13
commit 0.00 [docs] update model cards (#45612) Terse commit style, no AI signals. 2026-05-12
commit 0.00 torch.backends.fp32_precision cascade conv/rnn so removing t Informal tone, no signs of AI generation 2026-05-12
commit 0.00 :rotating_light: [`Attn`] Remove all old mask APIs from mode Changelog only, terse, notably informal. 2026-05-12
commit 0.00 fix(text-generation): use token-level slicing for return_ful Terse commit summaries, human style. 2026-05-12
commit 0.00 [CI] AMD docker: bump to ROCm 7.2.2 / PyTorch 2.10 + prebuil Short, task-focused fragments, human-wri 2026-05-12
commit 0.00 Automatically inherit properties from children in composite One-word commit summaries, human pattern 2026-05-12
commit 0.00 Fix deepseek v4 (#45892) Informal fragments, explicitly criticize 2026-05-12
commit 0.00 Fix/pe audio video bugs (#45886) Concise task-based commit messages, huma 2026-05-12
commit 0.00 Forward `revision` to `list_repo_files` in tokenizer loading Terse, technical commit; no AI signals. 2026-05-12
commit 0.00 Remove `_checkpoint_conversion_mapping` from model attribute Brief, to-the-point message; no AI signa 2026-05-12
commit 0.00 Use `_keys_to_ignore_on_load_unexpected/missing` recursively Informal, minimal changelog-style messag 2026-05-12
commit 0.00 Do not keep refs to submodules internally (#45889) List of short, informal entries; no AI-g 2026-05-12
commit 0.00 [docs] paper cuts (#45798) Minimal, informal phrasing with no AI ma 2026-05-11
commit 0.00 [Weight converter] Revert unnecessary changes to `rename_sou Informal, pragmatic, and terse—lacks AI 2026-05-11
commit 0.00 fix(minicpmv4_6): skip invalid failing tests (#45836) Terse, technical, specific—no AI style d 2026-05-11
commit 0.00 audio tester class (#45391) Domain-specific shorthand and brief note 2026-05-11
commit 0.00 Remove deprecation cycle for inputs embeds (#45885) Extremely brief, laconic style; no AI si 2026-05-11
commit 0.00 Remove deprecation cycle for `cache_position` in masking pri Minimal, informal commit message. 2026-05-11
commit 0.00 Revert "[deepseek_v4] fix CSA per-query masking in eager pat Standard revert message; no AI hallmarks 2026-05-11
commit 0.00 Revert "Merge branch 'main' of github.com:huggingface/transf Auto-generated revert, template-based fo 2026-05-11
commit 0.00 [deepseek_v4] fix CSA per-query masking in eager path In-depth technical detail, human tone, a 2026-05-11
commit 0.00 fix(rf_detr): fix failing tests (#45845) Direct, minimal language, issue context, 2026-05-08
commit 0.00 fix(granite4_vision): auto-fix failing tests (#45844) Direct technical description, signatures 2026-05-08
commit 0.00 fix(laguna): fix failing tests (#45842) Minimal edit, direct cause, no AI hallma 2026-05-08
commit 0.00 :rotating_light: Generic Sequence Classifier works for multi Informal, nonstandard grammar, domain-sp 2026-05-08
commit 0.00 Fix import error in moe.py by providing explicit schema to c Technical context, precise, realistic er 2026-05-08
commit 0.00 fix: correct typo 'seperate' -> 'separate' in comments acros Direct typo fix description, minimal det 2026-05-08
commit 0.00 🚨 [Fuyu] Remove FuyuBatchFeature subclass, use BatchFeature Terse style, clear purpose, co-author hu 2026-05-08
commit 0.00 Keep deleting (#45802) Extremely terse, informal commit message 2026-05-08
commit 0.00 Fix gemma4 with multi-gpu setup (#45826) Brief and informal; no AI hallmarks pres 2026-05-07
commit 0.00 Add HyperCLOVAX SEED Think 14B (#44956) Commit trailers but no AI signals; conci 2026-05-07
commit 0.00 Fix `kernelize()` crash for gpt_oss: missing `@use_kernel_fu Technical fixes, domain jargon, no AI ph 2026-05-07
commit 0.00 Cache `merged_typed_dict` to not break `validate_typed_dict` Direct changelog with domain terms; lack 2026-05-07
pr 0.00 Fix post processing RF-DETR PR template present; free-text is terse 2026-05-18
pr 0.00 [`Kernels`] Sync and add SwigluMLP + CausalLMLoss Brief, informal, and highly technical; n 2026-05-18
pr 0.00 [new model] Add Zyphra/ZAYA1-8B Brief technical rationale and references 2026-05-09
pr 0.00 Add Molmo2 No free-text was provided; template only 2026-01-23
pr 0.00 [CTRL] Support attn_implementation dispatch Has technical detail and domain-specific 2026-05-19
pr 0.00 [CB] [Major] Rework manager to have clearer control flow + h Technical jargon, concise changelog, no 2026-05-19
pr 0.00 Support Granite Speech NAR (NLE) Free-text explanation is brief, mentions 2026-05-18
pr 0.00 Add TDT loss kernel Terse, uses domain abbreviations and ref 2026-05-19
pr 0.00 GgufLinear: inference-time GGUF matmul on Apple Silicon — ll Domain-specific acronyms and technical b 2026-05-14
pr 0.00 Fix Gemma4 generation from inputs_embeds and per_layer_input Very terse, references specific PR, typo 2026-05-19
pr 0.00 [loading] Fix base_model_prefix issues in conversions Human directness; context about branches 2026-05-19
pr 0.00 Remove mask visualization tool from `masking_utils.py` Colloquial, casual rationale ('never use 2026-05-19
pr 0.00 Expose `per_layer_inputs` for every Gemma4 variants Free-text is terse and references a spec 2026-05-13
pr 0.00 fix: wrapped TypeAdpater in string literals (for now) Terse, informal phrases and issue contex 2026-02-08
pr 0.00 [`HRM Text`] Add integration tests Minimal, terse factual statement only. 2026-05-18
pr 0.00 hy_v3: add XPU expectations Terse, informal language and domain-spec 2026-05-09