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huggingface/transformers

// all events — 2026-05-28

Type AI Score Description Actor Reason Date
commit 1.00 Fix TAPAS tokenizer crash on pandas 3.x string-dtype tables Commit message contains explicit AI assi 2026-05-28
commit 1.00 [Gemma4] Replace one-hot matmul with F.embedding in position Explicit AI-assisted statement: 'AI-assi 2026-05-28
commit 1.00 Fix `num_items_in_batch` over-counting for causal LM losses Commit message contains explicit AI assi 2026-05-27
commit 1.00 Fix is_last off-by-one in MaskGenerationPipeline for partial Commit message contains explicit AI assi 2026-05-25
commit 1.00 Add new cohere2_moe model (#46115) Commit message contains explicit AI assi 2026-05-20
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
pr 1.00 DeepGEMM BF16 + mixed FP8/FP4 + MegaMoE + refactor PR body explicitly mentions AI collabora 2026-04-24
pr 1.00 Add Sapiens2 Model PR body explicitly mentions AI collabora 2026-05-12
pr 1.00 feat: Add support for JetBrains' `Mellum` v2 code generation PR body explicitly mentions AI collabora 2026-05-20
pr 1.00 Added cosmos3 model PR body explicitly mentions AI collabora 2026-05-21
pr 1.00 Fix path traversal when saving Bark voice preset embeddings PR body explicitly mentions AI collabora 2026-05-27
pr 1.00 Exclude audio modules from conversion process PR body explicitly mentions AI collabora 2026-04-28
pr 1.00 Optimize Parakeet feature extraction on GPU PR body explicitly mentions AI collabora 2026-05-28
pr 1.00 [OpenAI Privacy Filter] banded SWA eager attention (O(N*W) i PR body explicitly mentions AI collabora 2026-05-23
pr 1.00 [Gemma4] Replace one-hot matmul with F.embedding in position PR body explicitly mentions AI collabora 2026-05-24
pr 1.00 fix: ModuleNotFoundError caused by distributed race conditio PR body explicitly mentions AI collabora 2026-05-08
pr 1.00 fix: add pickle support to _LazyConfigMapping for spawn mult PR body explicitly mentions AI collabora 2026-05-18
pr 1.00 Return logits from semantic segmentation post-process PR body explicitly mentions AI collabora 2026-05-22
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 Avoid reading self source code via file open() PR body explicitly mentions AI collabora 2026-05-22
pr 1.00 Add rio2 model PR body explicitly mentions AI collabora 2026-05-26
pr 0.40 improve README clarity and readability Slightly formal phrasing but not clearly 2026-05-28
pr 0.30 Support Granite Speech NAR (NLE) Detailed but precise, domain jargon, cou 2026-05-18
pr 0.20 add HyperClovaX Vision Slightly formal introduction, but otherw 2026-02-27
pr 0.20 Fix/video classification pipeline video processor Clear technical explanation but a bit mo 2026-05-28
pr 0.20 Fix Mamba2Mixer: use_cache with seq_len > 1 silently produce Technical, clear bug description, no AI- 2026-05-20
pr 0.20 clip_grad_norm avoid O(global_params) replication Informal phrasing, specific references, 2026-05-20
pr 0.20 [CB] Fix crashes when fork is not possible Technical explanation, informal phrase, 2026-05-28
pr 0.20 hf_argparser: fix TypeError when resolving Optional of gener Technical error description, concise and 2026-05-17
pr 0.20 I18n bn Structured changelog, domain references, 2026-05-27
pr 0.15 Update serve chat parsing Brief, informal, uses attribution and do 2026-05-28
pr 0.15 Fix model parallel issue for altclip model and ChineseClip m Bug-focused, includes path, technical co 2026-04-17
pr 0.15 chore(linter): fix for rule 16 References to automation, but still quit 2026-05-18
pr 0.15 Fix bnb 4bit/8bit quantization drop chunked tensors bug Technical terminology, incomplete senten 2026-05-26
pr 0.12 Add Fun-ASR-Nano model Slightly more formal, but detailed techn 2026-05-24
commit 0.10 docs: update models architecture count and sync ACL antholog Well-structured doc change; some formal 2026-05-18
pr 0.10 Clean up new models after release Casual language, direct explanation, dom 2026-05-20
pr 0.10 feat(distributed): Ulysses Context Parallelism for attention Uses technical jargon, direct, not AI-st 2026-05-28
pr 0.10 Fix `StaticCache` building an empty layer list when `num_kv_ Technical, code snippet and direct fix, 2026-05-27
pr 0.10 Fix load_adapter OOM caused by full-model warmup sizing Technical, specific to hardware/config/e 2026-05-21
pr 0.10 fix: convert to fp32 first when doing image resize Direct, mentions reviewers, bug context, 2026-05-28
pr 0.10 Model parallel fix Casual tone, minor errors, and use of ab 2026-05-27
pr 0.10 Replace assert with raise ImportError for optuna/ray depende Technical language and incomplete senten 2026-05-28
pr 0.10 Update tokenizer mappings to use TokenizersBackend for addit Casual, uses 'auto changes' and abbrevia 2026-05-20
pr 0.10 Fix TAPAS tokenizer crash on pandas 3.x string-dtype tables Direct summary, technical, incomplete se 2026-05-12
pr 0.10 Extended n-to-1 kernel fusion via `KernelConfig` Technical details, brief, and informal; 2026-04-27
pr 0.10 Enable kernels-community/metal-flash-sdpa on MPS Dense, technical, direct style with code 2026-05-14
pr 0.10 Processor compatibility with vLLM Informal phrase 'as per title' and domai 2026-05-28
pr 0.10 Export is_falcon_mamba_ssm_available alias to restore Falcon Domain-specific details, concise, normal 2026-05-28
pr 0.10 Fix inverted assertion in remove_handler Uses technical language and explains bug 2026-05-27
pr 0.10 DOC: fix incorrect parameter name in set_training docstring Technical, precise doc change; domain ty 2026-05-27
pr 0.10 Rename liger_kernels -> liger-kernels Human with screenshot and informal tone. 2026-05-28
pr 0.10 Update deepseek v4 snippet: model id, quant config Very brief and domain-specific, lacks AI 2026-05-28
pr 0.10 [CB] [Major] Rework manager to have clearer control flow + h Uses jargon and bullet points, informal 2026-05-19
pr 0.10 Update a test to avoid writing to the default xet cache Brief, technical, and to the point; no A 2026-05-28
pr 0.10 skip deepgemm test except cuda Simple, informal, clear context, not AI- 2026-05-20
pr 0.10 Support FA2 flash_attn_with_kvcache for XPU continuous batch Slightly more formal; detailed technical 2026-05-18
pr 0.10 Add Deepseek-OCR-2 model Some structure/links, but technical deta 2026-03-27
pr 0.10 Fix `num_items_in_batch` over-counting for causal LM losses Technical bug explanation with precise d 2026-05-26
pr 0.10 [SeamlessM4T/v2] Support attn_implementation=sdpa dispatch Technical, specific, and concise; human- 2026-05-25
pr 0.10 Fix model parallel bugs for Gemma4 Terse bug-related text and code snippets 2026-05-07
pr 0.06 [ShieldGemma2] Support attn_implementation dispatch Brief, technical language; domain-specif 2026-05-19
pr 0.06 Fix _is_package_available reporting available without a vers Direct explanation; domain jargon; no AI 2026-05-20
pr 0.06 [Test][Kosmos2.5] Add XPU expectations for integration tests Structured technical info; uses shorthan 2026-05-21
commit 0.05 Fix remaining RAG doc examples that crash on current transfo Technical, concise, domain-specific; no 2026-05-19
pr 0.05 chore(linter): add TRF018 modeling rule Concise, uses domain abbreviations and i 2026-05-28
pr 0.05 chore(linter): add TRF017 modeling rule Brief, informal, domain-specific, human 2026-05-28
pr 0.05 Fix fp8 moe reverse substring Extremely brief, domain-specific abbrevi 2026-05-28
pr 0.05 Delete dead code in qwen-vl series Brief, domain-specific, informal phrasin 2026-05-07
pr 0.05 fix: handle anchored FP8 weight source patterns Brief technical fix description; domain- 2026-05-27
pr 0.05 Fall back to flat kwarg when modality dict is passed without Direct fix explanation; domain jargon; c 2026-05-25
pr 0.05 fix: kosmos2.5: properly expand embeddings table Informal tone, domain jargon, and croppe 2026-05-08
pr 0.05 EP + Trainer integration on top of DistributedConfig (#45028 Uses domain jargon; succinct technical e 2026-05-20
pr 0.05 [`Configs`] Fix layer type validation to include its mlp cou Casual tone and technical detail indicat 2026-05-26
pr 0.05 gpt_oss multi-GPU AMD support Technical failure details, syntax and de 2026-04-30
commit 0.02 docs: sync legacy ACL anthology URLs and update metrics acro Commit log style, domain-specific; lacks 2026-05-19
pr 0.02 fix: cache warmup `RuntimeError` on mps Casual, concise, with domain jargon; cle 2026-05-27
commit 0.00 Fix model parallel issue for altclip model and ChineseClip m All commit messages are terse, technical 2026-05-28
commit 0.00 feat: Add support for JetBrains' `Mellum` v2 code generation Commit log has topic-focused, concise, i 2026-05-28
commit 0.00 Fix `StaticCache` building an empty layer list when `num_kv_ Clear problem description with domain-sp 2026-05-28
commit 0.00 Model parallel fix (#46230) Terse changelog, minimal free-text, doma 2026-05-28
commit 0.00 Enable kernels-community/metal-flash-sdpa on MPS (#45974) Highly technical commit, with informal t 2026-05-28
commit 0.00 Fix inverted assertion in remove_handler (#46227) Human-like technical language, detailed 2026-05-28
commit 0.00 [ShieldGemma2] Support attn_implementation dispatch (#46069) Terse list of commit actions, with domai 2026-05-28
commit 0.00 fix: kosmos2.5: properly expand embeddings table (#45835) Terse changelog, technical, uses informa 2026-05-28
commit 0.00 find pytest launch error in torch 2.13.0.dev20260526 (#46252 Informal tone, direct purpose, human-sou 2026-05-28
commit 0.00 Update a test to avoid writing to the default xet cache (#46 Brevity, editing artifacts, and casual t 2026-05-28
commit 0.00 [Test][Kosmos2.5] Add XPU expectations for integration tests Concise, uses project-specific notations 2026-05-28
commit 0.00 [`Revert`] FSDP+Dtensor refactor related changes (#46246) Revert commits with informal, terse note 2026-05-28
commit 0.00 Support FA2 flash_attn_with_kvcache for XPU continuous batch PR and commit messages use terse, techni 2026-05-27
commit 0.00 [`Configs`] Fix layer type validation to include its mlp cou Brief, domain-specific message; informal 2026-05-27
commit 0.00 RF-DETR doc fixes (#46244) Very terse and technical commit messages 2026-05-27
commit 0.00 Use `main` instead of commit SHA for now (#46241) Single-word message; co-authored Git tra 2026-05-27
commit 0.00 Enable push event (to main) for PR CI workflow (#46240) Minimal, informal commit; Git trailer in 2026-05-27
commit 0.00 fix(hrm_text): Add XPU Expectations for tests (#46214) Human style with domain-specific jargon 2026-05-27
commit 0.00 Fix model parallel bugs for Gemma4 (#45817) Technical fix with signed-off trailer, h 2026-05-27
commit 0.00 Fix bnb 4bit/8bit quantization drop chunked tensors bug (#46 Technical bug fix, domain-specific, info 2026-05-27
commit 0.00 [deepseek_v4] keep hc_head / sinks / position_bias in fp32 ( Issue reference, domain jargon, informal 2026-05-27
commit 0.00 init FSDP through from_pretrained (#46102) Changelog-style commit message, terse an 2026-05-26
commit 0.00 Fix FSDP2 and distributed checkpointing imports for older Py Standard technical commit; includes huma 2026-05-26
commit 0.00 Fix Gemma4 Array Mask Indexing (#46203) Contains domain jargon and typical error 2026-05-26
commit 0.00 utils: handle flash_attn missing from importlib packages_dis Technical explanation with nuanced trace 2026-05-26
commit 0.00 fix model parallel device mismatch issue in `create_bidirect Terse, technical commit, contains no AI- 2026-05-26
commit 0.00 Fix a regression in encoder-decoder generation cache initial Standard technical changelog, no AI sign 2026-05-26
commit 0.00 [AMD CI] revert AMD mi325 hf-workflows ref from SHA back to Extremely terse; standard revert message 2026-05-26
commit 0.00 Trainer.compute_loss: fix loss over-counting under TP and EP Succinct, direct commit message, no AI i 2026-05-26
commit 0.00 [GLM-4.6V] Update with GLM-GA Processor (#46184) Choppy, informal commit notes, contains 2026-05-26
commit 0.00 🚨 [ALM] Add base model without head (#45534) Technical, iterative commit message sequ 2026-05-26
commit 0.00 update xpu expectation for falcon mamba (#46086) Terse commit message, domain-specific re 2026-05-26
commit 0.00 chore: enable Dependabot weekly GitHub Actions bumps (#46157 — 2026-05-26
commit 0.00 Fix Gemma4 use_bidirectional_attention="all" mask behavior ( Direct and technical, signed-off, no AI 2026-05-26
commit 0.00 Fix loading with only 1 device or distributed config (#46197 Very terse commits, no signs of AI gener 2026-05-26
commit 0.00 Fix TypeError on list-typed ignore_keys_at_rope_validation i Commit uses standard merge message and c 2026-05-25
commit 0.00 Support XPU autocast dtype fallback for FlashAttention (#461 Standard technical PR title, no AI indic 2026-05-25
commit 0.00 Fix path traversal when saving named chat templates (#46191) Contains detailed, domain-specific expla 2026-05-25
commit 0.00 Fix wrong variable in check_model_type isinstance check (#46 Clear technical summary, references code 2026-05-25
commit 0.00 Enable passing kwargs through RoFormer models (#46171) Terse message matching normal commit sty 2026-05-25
commit 0.00 Update cohere2_moe tp_plan (#46189) Short, iterative commit messages common 2026-05-25
commit 0.00 Update release tool (#46193) Single-word message, very typical of hum 2026-05-25
commit 0.00 [loading] Fix base_model_prefix issues in conversions (#4606 Commit uses normal changelog language wi 2026-05-25
commit 0.00 Fix caching allocator warmup byte estimation for EP model lo Domain-specific phrasing, includes human 2026-05-25
commit 0.00 Bump dev version (#46188) Single-word update, classic human commit 2026-05-25
commit 0.00 Fix image-segmentation pipeline support for RF-DETR (#46130) Terse commit message with domain-specifi 2026-05-21
commit 0.00 Update self-comment-ci (#46137) Minimal message, no AI-like phrasing or 2026-05-21
commit 0.00 [ALM] flaky alm tests (#46074) Commit messages are terse and informal, 2026-05-20
commit 0.00 [loading] Free up tensors faster inside ConversionOps (#4611 Single informal word, no AI-like phrasin 2026-05-20
commit 0.00 Restore test utils fix (#46065) Terse and typical bugfix summary, no AI 2026-05-20
commit 0.00 Allow `ydshieh2` for now for testing migration (#46105) Short messages, no AI verbosity, co-auth 2026-05-20
commit 0.00 [Fix] Remove calls to unsupported functions in TP (#46103) Uses domain abbreviations and to-do, not 2026-05-20
commit 0.00 [docs] reasoning support for transformers serve (#46094) Very brief and informal, lacks any AI ha 2026-05-20
commit 0.00 Fix torchao behavior for xpu (#46096) Commit messages are direct, feature huma 2026-05-20
commit 0.00 🚨🚨🚨 [Trainer] Default to FSDP2, simplify API around fsdp + f Technical changelog, clear human-written 2026-05-20
commit 0.00 :rotating_light: Modularize `ProcessorMixin` into smaller co Many iterations, informal notes/typos, h 2026-05-20
commit 0.00 Remove accidentally added `tmp.py` (#46087) Direct, short removal message, no AI-sty 2026-05-20
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
pr 0.00 Romanian translation of README.md, index.md, installation.md Romanian translation PR uses standard in 2026-05-22
pr 0.00 fix(hub): guard get_checkpoint_shard_files against path-trav Brief fix summary, domain terms, and tec 2026-05-28
pr 0.00 DIstributed branch base Uses informal notes, GitHub mentions, an 2026-05-28
pr 0.00 Fix path traversal when loading OneFormer image processor me Concise description of a fix, proper nou 2026-05-28
pr 0.00 [`Revert`] FSDP+Dtensor refactor related changes Very terse; uses emoji; extremely casual 2026-05-27
pr 0.00 Streamable chat parsing Technical, slightly informal explanation 2026-05-08
pr 0.00 Add some AITER kernel routing for ROCm Brief, technical, includes repo refs, an 2026-05-28
pr 0.00 Improve dinos Domain-specific details, informal struct 2026-05-28
pr 0.00 Bump the actions group across 1 directory with 20 updates — 2026-05-28
pr 0.00 separate cpu ofloadding and mixed precision tests into mocki Very brief, typo in 'ofloadding'; clearl 2026-05-26
pr 0.00 Bump the actions group with 19 updates — 2026-05-26
pr 0.00 add XPU Expectations for florence2 and lfm2_vl model test Short, domain-specific, and unpolished; 2026-05-22
pr 0.00 Add Molmo2 Only a title, no evidence of AI-generate 2026-01-23
pr 0.00 Guard DeviceMesh import in continuous batching Actual PR content is terse and technical 2026-05-26
pr 0.00 GgufLinear: inference-time GGUF matmul on Apple Silicon — ll Contains technical abbreviations and con 2026-05-14
pr 0.00 tests: fix duplicated "for" in test_video_utils FIXME commen Brief, informal, domain-maintenance phra 2026-05-27
pr 0.00 add flash base test and fix the incorrect and crash issue du Brief, technical commit message; no AI h 2026-05-19
pr 0.00 [DeepSeek V4] Fix MoE converter substring-matching FP8 scale Extremely terse, domain shorthand and ja 2026-05-13
pr 0.00 Add proper MTP support Minimal, direct technical note—very huma 2026-05-27
pr 0.00 find pytest launch error in torch 2.13.0.dev20260526 Informal, includes error logs and techni 2026-05-28
pr 0.00 [PoC] HF exporters Casual, uses edit notes, emoji; human si 2025-11-03
pr 0.00 fix(hrm_text): Add XPU Expectations for tests Terse, informal tone with domain abbrevi 2026-05-26
pr 0.00 add inference mode for TP Brief technical language typical of huma 2026-05-20
pr 0.00 DO NOT MERGE testing grafana Extremely terse, testing context; highly 2026-05-13
pr 0.00 RF-DETR doc fixes Extremely terse and casual; lacks AI hal 2026-05-27
pr 0.00 [Distributed] Reformat tensor parallel Casual phrasing, domain references; tone 2026-05-27
pr 0.00 Separate pip command syntax for notebook and CLI tabs in Qui Human style with domain-specific detail, 2026-05-27
pr 0.00 Use `main` instead of commit SHA for now Sparse content, informal tone; lacks AI 2026-05-27
pr 0.00 Trainer.compute_loss: fix loss over-counting under TP and EP Technical, human style, domain jargon pr 2026-05-15
pr 0.00 Enable push event (to main) for PR CI workflow Informal, conversational, references dis 2026-05-27
pr 0.00 [New Model] Add MiniCPM3 support Technical, domain-specific, no AI stylis 2026-04-23
pr 0.00 [fix] toctree Casual phrasing and explicit domain-spec 2026-05-20