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huggingface/transformers

All events — 2026-03-21

Type AI Score Description Actor Reason Date
COMMIT 1.00 Update AFMoE architecture to use v5-style MoE impl (#44063) Commit message contains explicit AI assi 2026-03-19
COMMIT 1.00 Sdpa for owlvit (#42136) Commit message contains explicit AI assi 2026-03-17
COMMIT 1.00 :rotating_light: Validate config attributes (#41250) Commit message contains explicit AI assi 2026-03-16
PR 1.00 Fix #44155: [AudioFlamingo3] Batched inference produces inco PR body explicitly mentions AI collabora 2026-02-21
PR 0.60 🚨 Refactor ViT to updated standards Contains ChatGPT-like phrasing: 'This PR 2025-10-17
PR 0.50 🚨🚨 Refactor Image Processors to support different backends Summary style is structured but not clea 2026-01-27
PR 0.40 [CB] Add an option to return logprobs Slightly formal but concise and technica 2026-03-18
PR 0.30 [generate] Never use `cache_position` anymore in generation Human-like summary, direct and informal 2026-03-18
PR 0.20 Internalise the NomicBERT model Mainly technical content and references. 2025-12-29
PR 0.20 FSDP2 native support in transformers Technical summary, domain terms, not ove 2026-02-17
PR 0.20 add HyperClovaX Vision Slightly more verbose, but addresses tea 2026-02-27
PR 0.20 fix(testing): Fix Kyutai Speech-To-Text, LLaVA-OneVision, an Uses headings and detailed explanation, 2026-03-14
PR 0.20 Fix: Update outdated sampler comment in generation/utils.py Uses headings and proper structure, but 2026-03-20
PR 0.20 [Docs] Update DeiT model card to new format Standard doc update with technical focus 2026-03-19
PR 0.20 perceptron: Isaac-0.1 implementation Contains model/jargon, summary is specif 2025-09-18
PR 0.15 fix(testing): Fix PaliGemma 2 and PaddleOCR-VL test failures Lists failures with terse, technical phr 2026-03-16
PR 0.15 Fix VL model rope_deltas batch size mismatch in online RL tr Starts with problem header, technical co 2026-03-20
PR 0.15 Add Music Flamingo Technical tone with domain-specific refe 2026-01-27
PR 0.15 Add Tamil README.md Documentation. Brief, direct wording without AI-like st 2025-10-18
PR 0.15 Refactor gptj output tracing to use standardized decorators Technical, well-structured but not AI-ty 2026-03-15
PR 0.13 fix: prevent IndexError in Whisper word timestamp decode Describes specific corner-case bug, dire 2026-03-20
PR 0.12 fix: mark new lm_head params as `_is_hf_initialized` after ` Informal fix message, references issue, 2026-03-14
PR 0.10 fix(granite_speech): convert int to float for multiplier fie Uses technical detail and problem descri 2026-03-21
PR 0.10 Support SizeDict import in get_size_dict Concise technical summary with some info 2026-03-21
PR 0.10 [docs] training on specific hardware Concise technical changes, domain-specif 2026-03-17
PR 0.10 [docs] peft Bullet points, API references, terse exp 2026-03-18
PR 0.10 fix: Whisper word timestamp OOB access on trailing replaceme Technical debugging info and concise sty 2026-03-20
PR 0.10 Add qwen3 tts Specific technical additions, structure, 2026-03-07
PR 0.10 LwDetrImageLoss: Fix dtype casting to prevent crash when usi Describes technical solution and reasoni 2026-03-20
PR 0.10 fix `processing_utils.py`: avoid deepcopying tokenizer in `P Concise technical explanation; uses cont 2026-03-20
PR 0.10 fix: Add MXFP4 MoE/attention backward kernels Slightly formal but uses domain terms an 2026-02-05
PR 0.10 refactor: improved the cli server module code organization Slightly formal wording but still domain 2026-03-20
PR 0.10 [Misc] add enable_thinking to template kwargs Contains domain-specific abbreviations, 2026-03-18
PR 0.10 Fix llama4 bnb mode Has jargon and technical details; inform 2026-03-11
PR 0.10 fix load_best_model_checkpoint_at_end do not load the best m Contains repetition, typo, and terse exp 2026-03-10
PR 0.10 Fix core dumped when `NemotronH` is torch compiled Uses real-world test output and casual l 2026-03-19
PR 0.10 Fix several based models' pipeline parallel support Domain jargon, uses abbreviation, inform 2026-03-14
PR 0.10 Pass packed boundary metadata to Qwen3.5 linear-attention fa Domain-specific phrasing and concise pro 2026-03-19
PR 0.10 Fix dtype guessing from state dict Direct and minimal with use of domain re 2026-03-20
PR 0.10 Add missing dunder methods to `SizeDict` Succinct description with technical cont 2026-03-20
PR 0.10 Support Modular (!!) + Configs in `check_auto_docstrings` Informal emphasis, punctuation, and clea 2026-03-17
PR 0.10 [model] Add PenguinVL implementation Factual reference to resources, no AI pa 2026-03-13
PR 0.10 fix: handle list-type _tied_weights_keys in _get_tied_weight Terse, technical commit; includes domain 2026-03-19
PR 0.10 feat: added cache to the model linter Technical summary with Makefile mention; 2026-03-17
PR 0.10 ci: add anti-slop action Brief, uses bullet points and domain lin 2026-03-19
PR 0.10 Add AudioFlamingoNext model Direct technical description; concise ch 2026-03-18
PR 0.10 chore(typing): extend typing to `src/transformers/cli` Technical, with link reference; natural 2026-03-10
PR 0.10 Fix Mllama torch.compile failure caused by new attention mas Clear, technical explanation; lacks AI-t 2026-03-19
PR 0.10 Officially launch parse_response Informal, clear explanation lacking AI i 2026-03-13
PR 0.10 Fix glm dsa Terse message with informal structure, l 2026-03-10
PR 0.10 refactor: rope in model, flatten vision, rely on qwen3 backo Minimal, specific commit-style phrasing; 2026-03-19
PR 0.08 Ensure final evaluation runs with step-based evaluation stra Technical detail and casual tone, human- 2026-02-19
PR 0.07 Fix failing `Qwen3OmniModelIntegrationTests` Direct, context-rich, references actions 2026-03-19
PR 0.06 Update some type hints Terse, domain-specific, informal (also/N 2026-03-19
COMMIT 0.05 Fix unexpected `position_ids` keys when loading OwlViT model Uses domain language and concise technic 2026-03-18
COMMIT 0.05 feat(integration): Add KubeflowCallback to enable automatic Standard signed-off commits; technical a 2026-03-18
COMMIT 0.05 Centralize AI agent templates in `.ai` (#44489) Varsity of edits, casual phrases like 't 2026-03-18
PR 0.05 [docs] model cards Casual style, domain-specific references 2026-03-18
PR 0.05 fix(models): Fix Perceiver interpolate_pos_encoding interpol Technical, to-the-point updates; include 2026-03-20
PR 0.05 Add backward compatibility for direct imports from legacy `i Concise technical explanation typical fo 2026-03-20
PR 0.05 Switch FP8 per tensor quant to use `torch._scaled_mm` Direct, minimal prose with technical ter 2026-03-19
PR 0.05 add `StaticLayer.crop()` to match `DynamicLayer` API Short, direct, and domain-specific with 2026-03-20
PR 0.05 Add THD support in ESM Uses terse technical explanation, not Ch 2026-02-19
PR 0.05 fix: ensure prediction_step returns tensor for logits, not t Brief and technical, fits human contribu 2026-03-20
PR 0.05 refactor: unify QA calls Uses concise technical bullets typical o 2026-03-20
PR 0.05 [PoC] HF exporters Casual, refers to specific PRs, and uses 2025-11-03
PR 0.05 Fix how PreTrainedModel checks annotations on Python 3.14+ Explains specific Python version and PEP 2026-02-20
PR 0.05 Proposal to add Qwen3-ASR support [WIP] Casual, domain-specific; uses brief stat 2026-02-08
PR 0.05 fix config type Minimal, technical, with inline Python; 2026-03-20
PR 0.05 [Trainer] add MoERouterHealthCallback Callback Brief, direct technical description with 2026-03-20
PR 0.05 Dynamic weight conversion is recursive Informal, task-focused and references sp 2026-02-26
PR 0.05 Fix AutoImageProcessor.from_pretrained failing on URL input Technical reference, direct language, no 2026-03-20
PR 0.05 Allow arbitrary template kwargs in processors Informal, direct, domain-specific and in 2026-03-20
PR 0.05 chore(typing): added rule 11 Breaks mid-sentence, casual and technica 2026-03-19
PR 0.05 [DeepSpeed] Fix evaluate()/predict() before train() Direct, domain-specific and lists, no si 2026-03-20
PR 0.05 Fix missing post_processor in DebertaV2Tokenizer causing no Minimal template completion, no AI-style 2026-03-10
PR 0.05 Fix `layer_types` type hint for `AFMoE` and `Llama4` Direct, technical and includes reference 2026-03-20
PR 0.05 Fix `AutoImageProcessor` to correctly detect local implement Casual tone and '@' mention suggest huma 2026-03-13
PR 0.05 [Mistral] Fix query scaling for Mistral4 and Ministral3 Domain-specific, terse, references offli 2026-03-19
PR 0.05 Propagate the model loading from transformers serve to chat Technical, informal phrasing, references 2026-03-16
PR 0.05 enable tp for benchmark Very terse, domain jargon, informal. 2026-02-05
PR 0.04 Add static FP8 expert support Human-like: short sentences, technical d 2026-03-20
PR 0.03 Bump kernels version dependency to avoid crashes Informal tone, uses emoji, bug-driven, n 2026-03-20
PR 0.03 [refactor] Serving into proper modules Colloquial explanations and POC referenc 2026-03-17
PR 0.02 [docs] continuous batching Direct update list and informal phrasing 2026-03-20
PR 0.02 [`FA4`] Add kernels fallback Very terse, domain-specific, no signs of 2026-03-17
PR 0.02 Add big angry code agent warnings! Humorous, irreverent tone strongly sugge 2026-03-20
COMMIT 0.00 [docs] model cards (#44837) Extremely terse and informal; signals hu 2026-03-20
COMMIT 0.00 [Model] Add UVDoc Model Support (#43385) Fragmented, minimal commit message style 2026-03-20
COMMIT 0.00 Add backward compatibility for direct imports from legacy `i Brief, domain-specific phrasing, no AI s 2026-03-20
COMMIT 0.00 [`FA4`] Add kernels fallback (#44797) Informal, technical, and concise message 2026-03-20
COMMIT 0.00 Bump kernels version dependency to avoid crashes (#44887) Very terse commit messages with co-autho 2026-03-20
COMMIT 0.00 [Model] Add SLANeXt Model Support (#43707) Informal, many quick fixes, joking ('it 2026-03-20
COMMIT 0.00 Fix core dumped when `NemotronH` is torch compiled (#44854) Commit messages are terse with typical h 2026-03-20
COMMIT 0.00 Fix several based models' pipeline parallel support (#44699) Pragmatic one-line descriptions and stan 2026-03-20
COMMIT 0.00 fix(testing): Fix PaliGemma 2 and PaddleOCR-VL test failures Concise technical message; style is typi 2026-03-20
COMMIT 0.00 Fix dtype guessing from state dict (#44883) Very short, domain-specific commit title 2026-03-20
COMMIT 0.00 Add missing dunder methods to `SizeDict` (#44884) Standard minimal commit summary; no AI h 2026-03-20
COMMIT 0.00 Fix VL model rope_deltas batch size mismatch in online RL tr Short, technical, human-style summary an 2026-03-20
COMMIT 0.00 Fix `layer_types` type hint for `AFMoE` and `Llama4` (#44874 Standard type hint update, signed by use 2026-03-20
COMMIT 0.00 Align lfm2 cache to other mamba caches (#44866) Minimal, direct messages with informal c 2026-03-20
COMMIT 0.00 Fix nemotron config docstrings (#44878) Terse domain description, matches human 2026-03-20
COMMIT 0.00 Fix nemotron_h modular (#44876) Extremely minimal, rushed style; typical 2026-03-20
COMMIT 0.00 feat: added cache to the model linter (#44790) Terse commit messages; no AI traits. 2026-03-20
COMMIT 0.00 [Model] Add PP-Chart2Table Model Support (#43767) Minimal messages, human style, no AI hal 2026-03-19
COMMIT 0.00 [Mistral] Fix query scaling for Mistral4 and Ministral3 (#44 Extremely brief message, typical human s 2026-03-19
COMMIT 0.00 Propagate the model loading from transformers serve to chat Normal human commit structure and tone. 2026-03-19
COMMIT 0.00 Update some type hints (#44851) Short, informal commit messages with hum 2026-03-19
COMMIT 0.00 enable tp for benchmark (#43750) Informal tone, short commits, human-writ 2026-03-19
COMMIT 0.00 Fix glm dsa (#44564) Single-word commit log, human-written. 2026-03-19
COMMIT 0.00 🚨🚨 Refactor Image Processors to support different backends ( Short updates, human workflow on large P 2026-03-19
COMMIT 0.00 [generate] Never use `cache_position` anymore in generation Human iterative commit process, no forma 2026-03-19
COMMIT 0.00 Fix KeyError in convert_to_native_format for dict vocab (#44 Technical explanation, informal, human-w 2026-03-19
COMMIT 0.00 fix: XLNet: relative_positional_encoding computes on CPU eve Concise commit messages with clear domai 2026-03-19
COMMIT 0.00 Fix annotations reader for python 3.14 in `PreTrainedModel`
neo
Brief messages with specific version tar 2026-03-19
COMMIT 0.00 [CB] Better parametrization for compile (#44578) Casual language, informal notes, and min 2026-03-19
COMMIT 0.00 Fix `KeyError` when patching mistral regex (#43376) Succinct, technical commit logs; include 2026-03-19
COMMIT 0.00 Correct code block formatting in weightconverter.md (#44839) Straightforward edit description typical 2026-03-19
COMMIT 0.00 deepseek_v2, deepseek_v3, and modernbert fix for having inco Informal PR structure and terse notes su 2026-03-18
COMMIT 0.00 [Model] Add PP-OCRv5_server_rec and PP-OCRv5_mobile_rec mod Sequence of brief, domain-specific commi 2026-03-18
COMMIT 0.00 Add `Jina-Embeddings-V3` Model (#44251) Modular commit breakdown with terse and 2026-03-18
COMMIT 0.00 feat(ci): added a network debug report (#44636) Changelog includes domain jargon and inf 2026-03-18
COMMIT 0.00 Add GreedyLR adaptive learning rate scheduler (#44271) Detailed, technical changelog with human 2026-03-18
COMMIT 0.00 Update more modular examples (#44834) One-word human-typical commit message an 2026-03-18
COMMIT 0.00 Fix and re-run modular converter on examples (#44833) Short, informal commit messages with typ 2026-03-18
COMMIT 0.00 Remove cache_position in more models (4 and last one) (#4482 Terse, informal, and non-AI phrasing lik 2026-03-18
COMMIT 0.00 Fix loading issue in Sam3 (#44831) Minimal human-typical 'fix loading issue 2026-03-18
COMMIT 0.00 Add GGUF support for MiniMax-M2.1 model (#44526) No free-text, only PR title; human typic 2026-03-18
COMMIT 0.00 support xxxFast alias in v5 tokenizers (#44766) Domain-typical short test/dev commit mes 2026-03-18
COMMIT 0.00 Remove cache_position in more models (3) (#44759) Natural, informal, and technical commit 2026-03-18
COMMIT 0.00 Fix `supports_{tp/pp}_plan` (#44696) Commit uses informal, terse messages wit 2026-03-18
COMMIT 0.00 [CI] Temporarily skip Mistral4 tests as they almost all fail Extremely minimal message; classic human 2026-03-18
COMMIT 0.00 update flex attention to use `return_aux` instead of `return Contains typos and informal language, ty 2026-03-18
COMMIT 0.00 [Gemma] Update conversion scripts for Transformers v5 Comapt Direct, domain-specific commit messages; 2026-03-18
COMMIT 0.00 fix bug embedding_size mismatch with hidden_size in electra Commit message is terse, with a typical 2026-03-18
COMMIT 0.00 Fix pegasus conversion (#44571) Brief, technical, and mentions force mer 2026-03-18
COMMIT 0.00 Fix repo-check bot (#44812) Single-word, informal message; clearly h 2026-03-18
COMMIT 0.00 [docs] is_causal feature (#44777) Extremely terse, no AI markers, human co 2026-03-17
COMMIT 0.00 docs(tasks): remove references to removed question-answering Detailed but natural explanation with do 2026-03-17
COMMIT 0.00 Fix configs with `@strict` (#44770) Informal, expressive language; clear sig 2026-03-17
COMMIT 0.00 [AMD CI] Fix test failures across important models (#44632) Commit messages are terse, use abbreviat 2026-03-17
COMMIT 0.00 Move VLM conversions to the main mapping (#44627) Short, informal commit messages and huma 2026-03-17
COMMIT 0.00 Fix config loading issues (type issues) (#44789) All messages are single word 'fix' or eq 2026-03-17
COMMIT 0.00 Remove `is_causal` from `EuroBertConfig` (#44774) Very brief informal message; no AI style 2026-03-17
COMMIT 0.00 model-linter: Added rule 10 (#44761) Terse summary; no signs of AI tone or ph 2026-03-17
COMMIT 0.00 [fix] mistral 4 docs (#44776) Single word commit; no evidence of AI st 2026-03-16
COMMIT 0.00 Add Mistral 4 (#44760) Uses typical human commit structure, wit 2026-03-16
COMMIT 0.00 Fix: Eurobert model was missing @strict decorator and invali Contains technical explanation with doma 2026-03-16
COMMIT 0.00 fix: sig lip import (#44764) Short, practical summary; not AI-like. 2026-03-16
COMMIT 0.00 Disable async loading when quantizing on the fly (#44576) Informal style and suggestions; normal h 2026-03-16
COMMIT 0.00 Bump torchao >=0.15 and fix quantization CI (#44604) Concise commit messages with domain-spec 2026-03-16
COMMIT 0.00 Fix tensor indexing crash in serve generate_response KV cach Technical explanation with direct style 2026-03-16
COMMIT 0.00 [MistralCommonBackend] Upgrade mistral-common to v1.10.0 (#4 Standard PR format with technical conten 2026-03-16
COMMIT 0.00 Fix `mlcd` auto config/model/mapping issues (#44730) Short, informal commit messages with dom 2026-03-16
COMMIT 0.00 Fix bug and add XPU Expectations for qwen2 and jamba tests ( Technical content with repeated signed-o 2026-03-16
COMMIT 0.00 Add model lerobot PI0 to transformers (#44160) Informal commit style, domain abbreviati 2026-03-16
COMMIT 0.00 [medasr] doc update (#44633) Simple doc update with direct co-authors 2026-03-16
COMMIT 0.00 Idefics3 without cache fix (#44607) Technical fixes with direct notes and ex 2026-03-16
COMMIT 0.00 Add XPU Expectations for vibe voice acoustic tokenizer tests Domain-specific content, formatted and s 2026-03-16
COMMIT 0.00 Fix transformers serve's 422 unprocessable entity (#44620) Direct revert and terse technical descri 2026-03-16
COMMIT 0.00 Fix missing / incorrect `config` class in some model class d Terse commit messages and domain-specifi 2026-03-15
COMMIT 0.00 Update Nvidia CI docker file to use torch 2.10 (#44712) Direct, technical changelog with minimal 2026-03-14
COMMIT 0.00 [`FA`] Fix fa detection (#44703) Short, domain-specific phrasing and fix 2026-03-14
COMMIT 0.00 Fix `set_encoder` (#44698) Minimal message with domain context and 2026-03-14
COMMIT 0.00 [docs] cb config (#44675) Extremely brief, informal commit message 2026-03-13
COMMIT 0.00 Fix more model tester missing `parent` issue (#44685) Single-word message indicates typical hu 2026-03-13
COMMIT 0.00 :rotating_light: [`FA4`] Initial support (#42435) Numerous terse, technical commit lines a 2026-03-13
COMMIT 0.00 Add register method for `ParallelInterface` (#44640) Domain term 'feat' and concise summary; 2026-03-13
COMMIT 0.00 [CB] [Bug] Fix crashes when running without cuda (#44673) Technical, non-formal phrasing and bulle 2026-03-13
COMMIT 0.00 Another (small) set of fixes required for tiny model creatio Very brief and vague commit messages; co 2026-03-13
COMMIT 0.00 Fix CookieCutter (#44334) 2026-03-13
COMMIT 0.00 Fix AWQ tests for GPTQModel migration (#44654) 2026-03-13
COMMIT 0.00 [Model] Add PP-OCRV5_mobile_det Model Support (#43247) 2026-03-13
COMMIT 0.00 pipelines do not have modelcard (#44621) 2026-03-13
COMMIT 0.00 [`Chmv2`] Fix conversion after capture refactor (#44665) 2026-03-13
COMMIT 0.00 fix(models, testing): Fix Llama4 vision rotary meta tensor i 2026-03-13
COMMIT 0.00 [CB] Add dedicated config (#44434) 2026-03-13
COMMIT 0.00 fix(models): Forward timm model kwargs to timm.create_model 2026-03-13
COMMIT 0.00 Ensure same `dtype` for subconfig when `_from_config` (#4462 2026-03-13
COMMIT 0.00 Remove `cache_position` in more models (2) (#44602) 2026-03-12
COMMIT 0.00 fix: cast to proper dtype in EmbeddingParallel (#44612) Concise commit message with domain jargo 2026-03-12
PR 0.00 model: Add DEIMv2 to Transformers Informal tone and emoji, uses domain det 2026-02-27
PR 0.00 Remove unnecessary expand_as in get_placeholder_mask across Direct, technical summary in template; s 2026-03-21
PR 0.00 RagTokenizer: add encode and patch_token(_id) forwarding Technical, concise; filled template with 2026-01-24
PR 0.00 fix(i18n): replace broken relative links to awesome-transfor Technical and to-the-point; normal for a 2026-03-21
PR 0.00 [Model] Add UVDoc Model Support No user-written content present; only te 2026-01-21
PR 0.00 DeepGEMM Template only; no free-text author conte 2026-03-18
PR 0.00 [Model] Add SLANeXt Model Support No author free text; only template and c 2026-02-03
PR 0.00 incorrect model list update Free-text is minimal and informal; templ 2026-03-20
PR 0.00 Remove explicit cuda stream in nemotron_h Terse, domain-specific, and informal; no 2026-03-20
PR 0.00 Align lfm2 cache to other mamba caches Very terse, just references the title; d 2026-03-19
PR 0.00 Add Mistral 4 Mostly template text, no filled-in conte 2026-03-16
PR 0.00 Fix Mistral4 tests Just a link and terse title, clear human 2026-03-18
PR 0.00 Fix nemotron config docstrings Terse, references code issue; highly lik 2026-03-20
PR 0.00 Fix nemotron_h modular No additional info beyond template; huma 2026-03-20
PR 0.00 Fix CircleCI summary report not showing due to missing depen Informal, with typographic expressivenes 2026-03-11
PR 0.00 [qwen3] fix generation tests No free-text content; not enough to judg 2025-03-31
PR 0.00 [WIP] Add CharacterBERT model No free-text content; only template pres 2023-10-05
PR 0.00 [Model] Add PP-Chart2Table Model Support No free-text content; only template pres 2026-02-05
PR 0.00 Dequant fix No non-template content present for anal 2026-03-18