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huggingface/transformers

// all events — 2026-05-26

Type AI Score Description Actor Reason Date
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
commit 1.00 Extract dynamic vision/audio tensors into standalone pure fu Commit message contains explicit AI assi 2026-05-13
pr 1.00 Add rio2 model PR body explicitly mentions AI collabora 2026-05-26
pr 1.00 Add Sapiens2 Model PR body explicitly mentions AI collabora 2026-05-12
pr 1.00 Return logits from semantic segmentation post-process PR body explicitly mentions AI collabora 2026-05-22
pr 1.00 Add files via upload PR body explicitly mentions AI collabora 2026-05-26
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 feat: Add support for JetBrains' `Mellum` v2 code generation PR body explicitly mentions AI collabora 2026-05-20
pr 1.00 fix: ModuleNotFoundError caused by distributed race conditio PR body explicitly mentions AI collabora 2026-05-08
pr 1.00 fix(llama): allow explicit head_dim when hidden_size not div PR body explicitly mentions AI collabora 2026-05-26
pr 1.00 Add nvidia Conformer-CTC PR body explicitly mentions AI collabora 2026-05-03
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: include transitive relative imports when loading from l PR body explicitly mentions AI collabora 2026-05-18
pr 1.00 Validate shard filenames in get_checkpoint_shard_files PR body explicitly mentions AI collabora 2026-05-21
pr 1.00 Avoid reading self source code via file open() PR body explicitly mentions AI collabora 2026-05-22
pr 1.00 Replace source-reading in _can_set_*_implementation with cla PR body explicitly mentions AI collabora 2026-05-26
pr 1.00 Fix use_cache with seq_len > 1 ( #46032) PR body explicitly mentions AI collabora 2026-05-19
pr 1.00 Added cosmos3 model and bugfixed Qwen3-VL PR body explicitly mentions AI collabora 2026-05-21
pr 1.00 Fix path traversal when saving named chat templates PR body explicitly mentions AI collabora 2026-05-25
pr 1.00 fix: add HF_USE_MLX opt-out for MLX detection PR body explicitly mentions AI collabora 2026-05-09
pr 1.00 Enable passing kwargs through RoFormer models PR body explicitly mentions AI collabora 2026-05-23
pr 0.50 Tighten exception handling in find_sentencepiece_model_file Detailed, perfect grammar, slightly form 2026-05-24
pr 0.40 Fix FSDP2 and distributed checkpointing imports for older Py Slightly formal and complete, but within 2026-05-21
pr 0.30 Support Granite Speech NAR (NLE) Detailed but precise, domain jargon, cou 2026-05-18
pr 0.30 add HyperClovaX Vision Mentions team and company; free-text is 2026-02-27
pr 0.30 Add beginner-friendly RAG example Standard technical PR, no clear AI-style 2026-05-22
pr 0.30 [deepseek_v4] Add DeepseekV4NextNPredictor class for MTP dra Standard changelog and technical motivat 2026-05-20
pr 0.30 Fix OOM regression for FSDP2 + cpu_ram_efficient_loading on Technical troubleshooting, practical det 2026-04-25
pr 0.30 Add FP8 kernel acceleration for compressed-tensors quantized Technical content, domain-specific detai 2026-04-29
pr 0.20 Streamable chat parsing Casual, WIP flag, and unique proposal; f 2026-05-08
pr 0.20 [docs] Add beginner-friendly "Transformers in Your First 15 Slightly more formal, but normal for doc 2026-05-25
pr 0.20 Fix loading with only 1 device or distributed config Concise, domain-specific; no AI hallmark 2026-05-25
pr 0.20 gpt_oss multi-GPU AMD support Domain-specific language, informal tone; 2026-04-30
pr 0.15 Qwen3 ASR and Forced Aligner Brief, specific, domain-relevant, no gen 2026-02-08
pr 0.15 Add qwen3 tts Technical content, abbreviations, concis 2026-03-07
commit 0.10 docs: update models architecture count and sync ACL antholog Well-structured doc change; some formal 2026-05-18
pr 0.10 clip_grad_norm avoid O(global_params) replication Technical, domain abbreviations, human b 2026-05-20
pr 0.10 init FSDP through from_pretrained Direct, domain jargon, casual review, hu 2026-05-20
pr 0.10 revamp cv docs and fix rf-detr Brief, technical, human review comment d 2026-05-26
pr 0.10 fix model parallel device mismatch issue in `create_bidirect Domain-specific explanation and informal 2026-05-26
pr 0.10 Fix TAPAS tokenizer crash on pandas 3.x string-dtype tables Technical summary with domain details an 2026-05-12
pr 0.10 Fix a regression in encoder-decoder generation cache initial Technical, concise, and focused on issue 2026-05-20
pr 0.10 Support FA2 flash_attn_with_kvcache for XPU continuous batch Technical, domain-specific, informal phr 2026-05-18
pr 0.10 [Fix] Stranded params Technical explanation with reference to 2026-05-20
pr 0.10 Extended n-to-1 kernel fusion via `KernelConfig` Technical details, minimal boilerplate; 2026-04-27
pr 0.10 [AMD CI] revert AMD mi325 hf-workflows ref from SHA back to Consistent human-like domain phrasing an 2026-05-26
pr 0.10 Trainer.compute_loss: fix loss over-counting under TP and EP Technical problem/solution style, not ov 2026-05-15
pr 0.10 [`Configs`] Fix layer type validation to include its mlp cou Brief, technical, domain-specific langua 2026-05-26
pr 0.10 Fix load_adapter OOM caused by full-model warmup sizing Direct bugfix description with technical 2026-05-21
pr 0.10 Fix ReDoS in CodeGenTokenizer.truncate via caller-controlled Technical explanation, domain detail, no 2026-05-26
pr 0.10 Fix `num_items_in_batch` over-counting for causal LM losses Bug description and fix with domain cont 2026-05-26
pr 0.10 [PoC] HF exporters Casual tone, references to related PRs, 2025-11-03
pr 0.10 chore(linter): fix for rules 16-17-18 Mechanical fix description with technica 2026-05-18
pr 0.10 [GLM-4.6V] Update with GLM-GA Processor Terse, direct, with peer reviews from hu 2026-05-25
pr 0.10 🚨 [ALM] Add base model without head Direct technical motivation/summary, hum 2026-04-20
pr 0.10 Fix _is_package_available reporting available without a vers Mostly code-centric, specific context, c 2026-05-20
pr 0.10 [ROCm] Fix gpt_oss test suite: AITER attention fallback, Son Detailed, technical debugging; no AI phr 2026-05-22
pr 0.10 Fall back to flat kwarg when modality dict is passed without Problem-focused, technical, brief, lacks 2026-05-25
pr 0.10 Fix bnb 4bit/8bit quantization drop chunked tensors bug Clear technical content, no AI-style phr 2026-05-26
pr 0.10 Fix crash and tokenization mismatch in speculative decoding Concise technical summary, not unnatural 2026-05-20
pr 0.10 Fix Gemma4 use_bidirectional_attention="all" mask behavior Uses concise language and domain termino 2026-05-19
pr 0.10 Guard torch.distributed.tensor.device_mesh import in continu Domain-specific, concise phrasing, human 2026-05-24
pr 0.10 Guard DeviceMesh import in continuous batching Technical jargon, informal section headi 2026-05-26
pr 0.10 [SeamlessM4T/v2] Support attn_implementation=sdpa dispatch Concise, technical, uses domain terms; n 2026-05-25
pr 0.10 Fix is_last off-by-one in MaskGenerationPipeline for partial Direct bug explanation, informal, domain 2026-05-21
pr 0.10 [T5] Support attn_implementation=sdpa dispatch Domain-specific explanation, terse and c 2026-05-22
pr 0.10 Fix wrong variable in check_model_type isinstance check Clear bugfix, technical, domain-specific 2026-05-19
pr 0.10 [deepseek_v4] keep hc_head / sinks / position_bias in fp32 Issue reference, concise fix description 2026-05-25
pr 0.10 Fix Mamba2Mixer: use_cache with seq_len > 1 silently produce Concise, technical description, domain j 2026-05-20
pr 0.10 fix(utils): register tensorflow_text in BACKENDS_MAPPING to Terse, error-focused, technical vocabula 2026-05-24
pr 0.10 [ShieldGemma2] Support attn_implementation dispatch Technical, domain-specific, structure su 2026-05-19
pr 0.10 fix(mps): build_2d_sinusoidal_position_embedding crashes on Issue-driven, explains context with tech 2026-05-23
pr 0.10 Update tokenizer mappings to use TokenizersBackend for addit Informal, terse, domain-specific; not AI 2026-05-20
pr 0.10 Update release tool Very brief, direct, with jargon; no sign 2026-05-25
pr 0.10 Update cohere2_moe tp_plan Technical, terse context; some minor tem 2026-05-25
pr 0.10 [loading] Fix base_model_prefix issues in conversions Direct and brief context; references spe 2026-05-19
pr 0.10 Qwen2 audio parallel Short, context-aware content with direct 2026-05-20
pr 0.10 Add Expectations for pipeline token classification tests Brief, direct, includes domain context a 2026-05-22
pr 0.10 Fix model parallel bugs for Gemma4 Technical debugging focus, informal tone 2026-05-07
pr 0.10 Fix caching allocator warmup byte estimation for EP model lo Uses domain terms and direct references; 2026-05-22
commit 0.05 Fix remaining RAG doc examples that crash on current transfo Technical, concise, domain-specific; no 2026-05-19
pr 0.05 [new model] Add Zyphra/ZAYA1-8B Reference links, technical jargon, and i 2026-05-09
pr 0.05 Fix Gemma4 Array Mask Indexing Uses domain-specific terms and concise p 2026-05-25
pr 0.05 utils: handle flash_attn missing from importlib packages_dis Technical references and informal style; 2026-04-20
pr 0.05 Add Fun-ASR-Nano model Contains domain abbreviations and concis 2026-05-24
pr 0.05 Fix StaticLayer.get_seq_length return type annotation (#4598 Domain-specific explanation, informal ph 2026-05-23
pr 0.05 Add Deepseek-OCR-2 model Domain terms and casual summary; typical 2026-03-27
pr 0.05 [Test][Kosmos2.5] Add XPU expectations for integration tests List format with domain jargon; clear hu 2026-05-21
pr 0.05 Fix TypeError on list-typed ignore_keys_at_rope_validation i Technical content with concise, domain-s 2026-05-21
pr 0.05 Support XPU autocast dtype fallback for FlashAttention Informal address, domain jargon, human r 2026-05-25
pr 0.05 Update dev version Casual, colloquial tone, specific links, 2026-05-22
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 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
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
pr 0.00 separate cpu ofloadding and mixed precision tests into mocki Very brief and informal, human-style typ 2026-05-26
pr 0.00 fix(hrm_text): Add XPU Expectations for tests Short, informal message with domain abbr 2026-05-26
pr 0.00 [docs] tp for continuous batching Extremely terse, domain-specific shortha 2026-05-18
pr 0.00 Add Molmo2 No substantive free-text, mostly templat 2026-01-23
pr 0.00 update xpu expectation for falcon mamba Minimal, terse title, no signs of AI sty 2026-05-20
pr 0.00 Bump the actions group with 19 updates — 2026-05-26
pr 0.00 chore: enable Dependabot weekly GitHub Actions bumps — 2026-05-22
pr 0.00 add XPU Expectations for florence2 and lfm2_vl model test Very brief, human style, straight to the 2026-05-22
pr 0.00 DO NOT MERGE testing grafana Terse, direct free-text, clear human sty 2026-05-13
pr 0.00 Gemma3 No substantive free-text; only template 2025-03-12
pr 0.00 Sequence Parallel injection as a class Extremely terse, domain-specific, and co 2026-05-20
pr 0.00 GgufLinear: inference-time GGUF matmul on Apple Silicon — ll Filled with domain abbreviations and tec 2026-05-14
pr 0.00 add inference mode for TP Very short, technical, and informal. 2026-05-20