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huggingface/transformers

// all events — 2026-06-22

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
commit 1.00 Lfm2: thread `seq_idx` through ShortConv for packed/varlen i Commit message contains explicit AI assi 2026-06-12
commit 1.00 Remove unnecessary expand_as in get_placeholder_mask across Commit message contains explicit AI assi 2026-06-11
commit 1.00 [CI] Implement real security check in PR CI security gate (# Commit message contains explicit AI assi 2026-06-11
pr 1.00 🚨 Modeling changes for export, compile, and hybrid-attention PR body explicitly mentions AI collabora 2026-06-18
pr 1.00 [Mistral] Move MistralConverter into integrations/mistral/ p PR body explicitly mentions AI collabora 2026-06-12
pr 1.00 Add ctsm model PR body explicitly mentions AI collabora 2026-04-17
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 EP+FP8: fix EP router contract for many models and honor FP8 PR body explicitly mentions AI collabora 2026-06-22
pr 1.00 feat(model): add bailing v2.6 model PR body explicitly mentions AI collabora 2026-06-17
pr 1.00 [Mistral] Add tekken tokenizer detection, conversion, and sa PR body explicitly mentions AI collabora 2026-06-12
pr 1.00 Add native masked MSE loss for Sapiens2ForPoseEstimation PR body explicitly mentions AI collabora 2026-06-19
pr 1.00 Fix use_cache with seq_len > 1 ( #46032) PR body explicitly mentions AI collabora 2026-05-19
pr 1.00 feat(examples): add minimal Tensor Parallelism training exam PR body explicitly mentions AI collabora 2026-06-20
pr 1.00 Refine imports in timesformer __init__.py PR body explicitly mentions AI collabora 2026-06-19
pr 1.00 Use cached added-token dicts in per-token decode loops PR body explicitly mentions AI collabora 2026-06-10
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 typos in code PR body explicitly mentions AI collabora 2026-06-12
pr 0.40 [Feature] Add HumanV model architecture Cut off, but shows fairly formal tone; i 2026-06-21
pr 0.40 Add support for BharatGen's Param2MoE model architecture Technical content with some formal tone, 2026-06-04
pr 0.35 fix: resolve issue #44247 Generic phrasing; vague improvement stat 2026-06-22
pr 0.35 fix: resolve issue #45698 Generic, slightly formal improvement sta 2026-06-22
pr 0.35 fix: resolve issue #39921 Generic and repetitive content; mild AI- 2026-06-22
pr 0.30 Support Granite Speech NAR (NLE) Contains domain jargon and concise techn 2026-05-18
pr 0.30 Processing Utils: honor pre-built sub-processor kwargs in fr Mix of technical explanation and issue r 2026-04-24
pr 0.20 Add MTP training support for Qwen3.5 Technical, but somewhat more formal/comp 2026-04-24
pr 0.20 Add CLIP refactor migration note for compatibility guidance Some formal documentation language, but 2026-06-22
pr 0.20 [docs] Fix grammar in BLIP visual question answering example Direct explanation and changelog; typica 2026-06-22
pr 0.20 [WIP] Support custom kernels for processing ops Uses 'TL;DR' and informal phrasing; typi 2026-06-19
pr 0.20 Made SAM3 to return loss in outputs Casual description, domain terms, a typo 2026-06-13
pr 0.20 Add HumanV: decoder-only causal LM Slightly formal but domain-specific with 2025-12-21
pr 0.15 Add TIPSv2 Brief, jargon-heavy summary; natural for 2026-06-02
pr 0.15 Fix broken internal links in model documentation Direct, concise, domain-specific mention 2026-06-22
pr 0.15 Make patched testing debug logs xdist-safe Brief, technical, references an issue, e 2026-04-24
pr 0.15 [docs] Improve formatting of DiffusionGemma common caveats Concise, improvement details in list, mi 2026-06-22
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 model: Add NVIDIA Canary-1B-v2 to Transformers Slight formatting but content is domain- 2026-06-22
pr 0.10 Extended & simplified n-to-1 kernel fusion via KernelConfig Detailed but technical and typical for h 2026-06-02
pr 0.10 fix: raise `ValueError` for empty conversation in `apply_cha Concise, technical; uses informal tone a 2026-06-18
pr 0.10 Add heterogeneous config support (per-layer configuration) Technical, contains domain-specific and 2026-04-09
pr 0.10 Don't pin the gated delta net norm to `cuda:0` with a hardco Detailed technical explanation with doma 2026-06-22
pr 0.10 Fix Moonshine training-loss double-shift (train against labe Technical content with clear human phras 2026-06-20
pr 0.10 feat: add crop() to StaticCache layers for assisted generati Technical, with abbreviations and inform 2026-05-02
pr 0.10 Add Fun-ASR-Nano model Technical summary, contains jargon and s 2026-05-24
pr 0.10 Fix flex_attention block mask creation when `get_seq_length` Technical explanation, uses informal and 2026-06-22
pr 0.10 Fix padding mask skipped for batch size 1 in linear-attentio Technical, terse, and uses abbreviations 2026-06-19
pr 0.10 fix(mps): build_2d_sinusoidal_position_embedding crashes on Technical, with domain-specific terms an 2026-05-23
pr 0.10 Fix StaticLayer get_seq_length type hint Technical summary, clear and concise wit 2026-06-07
pr 0.10 Fix q_offset tensor causing wrong flex attention mask shape Direct, technical, uses domain terms, in 2026-06-18
pr 0.10 Fix left-padding token selection in `BioGptForSequenceClassi Technical focus, code snippet, abrupt en 2026-06-20
pr 0.10 Fix BitNet packed-weight unpacking dtype (`F.linear` dtype m Technical problem description, with stac 2026-06-22
pr 0.10 fix(tokenization): guard against IndexError when apply_chat_ Informal, technical, includes issue # an 2026-06-21
pr 0.10 fix: cast q_offset/kv_offset to int in flex_attention_mask t Direct, technical phrasing and domain-sp 2026-06-21
pr 0.10 fix: resolve issue #43873 Standard engineer language, not formal o 2026-06-22
pr 0.10 fix: prevent IndexError in apply_chat_template with empty co Problem-focused, concrete, domain detail 2026-06-21
pr 0.10 fix(tokenization): prevent IndexError in apply_chat_template Technical, terse, focused on error; no A 2026-06-21
pr 0.10 call transformers-ci in a nightly run Concise technical explanation, lacks AI 2026-06-22
pr 0.10 Enable CB paged decode fast path for MPS hub kernels + sensi Technical, informal and structured; no A 2026-06-21
pr 0.10 Fix inverted is_tracing condition causing FA2 long-context d Terse, code-focused, specific; shows hum 2026-06-16
pr 0.10 [RT-DETRv2] Fix MPS crash in build_2d_sinusoidal_position_em Bug reference and technical detail; conc 2026-06-20
pr 0.09 Round the ue8m0 FP8 scale before quantizing so dequant match Technical description with domain-specif 2026-06-19
pr 0.09 Add heterogeneous model support (per-layer config and modeli Technical language with domain specifics 2026-04-09
pr 0.08 [Offloading] Support full disk offloading Uses domain context and informal list st 2026-06-18
pr 0.08 Add MOSS-TTS-v1.5 (delay) and MOSS-Audio-Tokenizer Brief domain-specific content, listing m 2026-06-05
pr 0.08 Fix prompt lookup decoding crash when no EOS token is config Detailed error context; domain jargon an 2026-06-21
pr 0.07 Port ESMC and ESMFold2 to Transformers Casual tone and domain terms; content is 2026-06-04
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
commit 0.05 Make DiffusionGemma trainable (#46568) Changelog format, technical terms, conci 2026-06-11
commit 0.05 docs: 🌐 add Turkish translation for README file (#46312) Direct, signed contribution, informal hu 2026-06-11
commit 0.05 Add Parakeet-RNNT (#46331) Technical jargon, typos, terse commit me 2026-06-11
commit 0.05 [CI] Catch all shell/process execution issues in security ga Technical explanation, domain-specific d 2026-06-11
commit 0.05 Honor a concrete dtype in AutoModel for composite checkpoint Technical explanation, typos, domain-spe 2026-06-11
pr 0.05 docs(trainer): add JIT checkpointing to trainer recipes Actual PR content shows domain-specific 2026-06-22
pr 0.05 [DiffusionGemma] Add DDIM and block refinement samplers Concise, humanlike explanation with rele 2026-06-12
pr 0.05 Fix typo in MiniMax M3 VL documentation Human typo fix phrasing, matches typical 2026-06-20
pr 0.05 fix(tokenization): guard against IndexError when apply_chat_ Direct, technical, and informal explanat 2026-06-21
pr 0.05 Raise clear ValueError for empty conversation in apply_chat_ Casual problem description and code refe 2026-06-19
pr 0.05 fix: distinguish eval OOM from train OOM in auto_find_batch_ Terse technical summary; uses domain jar 2026-06-22
pr 0.05 fix: resolve issue #33165 Concise, domain-specific and informal; h 2026-06-22
pr 0.05 fix: normalize VLM processor image input handling across mod Human-typical brevity, domain terms, and 2026-06-22
pr 0.05 fix: correct phrase constraint state transition after fulfil Technical and concise with error context 2026-06-22
pr 0.05 fix: resolve issue #17283 Contains domain-specific terms, informal 2026-06-22
pr 0.05 DiffusionGemma: mask layout and CI Technical description; domain-specific, 2026-06-15
pr 0.05 Fix offloaded cache device mismatch on hybrid models Detailed technical discussion—human styl 2026-06-18
pr 0.05 Qwen3 ASR and Forced Aligner Technical context, informal tone, clear 2026-02-08
pr 0.04 Fix beam search for mamba models Very terse explanation; uses domain-spec 2026-06-22
pr 0.03 chore(linter): add TRF018 modeling rule Very concise technical update with clear 2026-05-28
commit 0.02 Return logits from semantic segmentation post-process (#4616 Commit messages are brief, technical, an 2026-06-19
pr 0.02 blip 2 fix Short, informal, regression mention; hig 2026-06-22
pr 0.01 wip step 3 7 flash Extremely terse and informal, typical hu 2026-06-15
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
commit 0.00 ci: add NO_COLOR=1 to suppress ANSI color codes in CI output Terse, technical, and informal commit st 2026-06-15
commit 0.00 Fix dynamic RoPE not resetting inv_freq when layer_type is N Detailed technical reasoning with domain 2026-06-15
commit 0.00 Better processing tests (#46374) Short, informal, and human-typical commi 2026-06-15
commit 0.00 ci: add merge_group trigger to pr-ci-caller.yml (#46668) Standard commit with co-author, no AI si 2026-06-15
commit 0.00 skip invalid quant_cache test for nemotron_h (#46368) Terse, domain-specific, human style 2026-06-15
commit 0.00 Revert "Disable PR CI workflow for PRs from forked repo. dur Standard revert commit, no AI signals 2026-06-15
commit 0.00 [CB] Fix seqlens and use TypedDict (#46593) Commit message is terse and technical, c 2026-06-13
commit 0.00 Disable PR CI workflow for PRs from forked repo. during the Concise, domain-specific, standard commi 2026-06-12
commit 0.00 Update post release (#46608) Casual tone, minimal content, no AI sign 2026-06-12
commit 0.00 Fix `peft` lower bound (#46605) Domain abbreviation, concise, standard c 2026-06-12
commit 0.00 Fix docstring formatting issues causing Sphinx autodoc warni Detailed technical description, natural 2026-06-12
commit 0.00 Add minimax m3vl (#46600) Dense domain jargon, informal, detailed 2026-06-12
commit 0.00 [CI] don't export OTELs within the tests (#46602) Informal, terse, domain abbreviation, hu 2026-06-12
commit 0.00 [CI] capture checkers output in OTEL (#46601) Terse, domain-specific, casual tone 2026-06-12
commit 0.00 put output_hidden_states into filter_output_hidden_states (# Technical, informal, multiple edits, hum 2026-06-12
commit 0.00 a11 for checkers (#46599) Abbreviation, informal, no AI signals 2026-06-12
commit 0.00 Fix stop string matching for byte-fragment tokens (#46530) Technical domain phrase, concise, human 2026-06-12
commit 0.00 [DiffusionGemma] better docs and links (#46569) Brief commit log and changelog, domain-s 2026-06-12
commit 0.00 Require `trust_remote_code` to run a local-directory `custom In-depth technical explanation, specific 2026-06-12
commit 0.00 Fix torchaudio version not tied to torch version in docker f Extremely brief, informal, and includes 2026-06-12
commit 0.00 PP-OCRv6: update documentation and slow tests (#46576) Only a terse summary; lacks AI hallmarks 2026-06-12
commit 0.00 [CI] Enable PR CI for all fork PRs via security gate (#46591 Minimal free-text content, terse, clear 2026-06-12
commit 0.00 [CB] [Minor] Add parameter to tune default compile level (#4 Bullet-point changelog, technical termin 2026-06-12
commit 0.00 fix-trainer-tests (#46541) Very terse, fix-only commit, typical hum 2026-06-11
pr 0.00 [skills] help your agent get started Concise, domain-specific, and informal h 2026-04-30
pr 0.00 Documentation for the kernel API Direct, domain-relevant description; min 2026-06-18
pr 0.00 [DiffusionGemma] Support gradient checkpointing Technical context and references, natura 2026-06-11
pr 0.00 fix: update tokenizers version range to include stable 0.23. Technical, concise summary and problem s 2026-06-22
pr 0.00 Processors update the rest Informal tone and brevity, clear human-w 2026-06-11
pr 0.00 Streamable chat parsing Informal, WIP, and uses casual phrasing 2026-05-08
pr 0.00 Migrate ALBERT task heads to self.loss_function and add ForM Personal greeting, detailed technical re 2026-06-22
pr 0.00 update kernels-community/aiter-rope version As per title is very human, review is al 2026-06-22
pr 0.00 Fix silent weight re-initialization for custom PreTrainedMod Contains issue refs, technical context, 2026-06-13
pr 0.00 Fix Mamba2 mixer chunked-prefill / speculative decoding for Domain-specific terms, technical style, 2026-06-18
pr 0.00 [PoC] HF exporters PoC label, technical context, informal a 2025-11-03
pr 0.00 fix: resolve issue #33985 Brief, specific fix with standard develo 2026-06-22
pr 0.00 Add MiniCPM3 Domain detail and bulleting suggest huma 2025-09-24
pr 0.00 fix: resolve issue #35308 Detailed, context-rich; standard human e 2026-06-22
pr 0.00 fix another flaky test Informal and terse; human-written with d 2026-06-19
pr 0.00 Add minimax m3vl Extremely brief, no signals of AI or for 2026-06-12
pr 0.00 Fix secondary rate limit when downloading artifacts in slack Technical changelog with human edit mark 2026-06-21
pr 0.00 trainer: clear MPS graph cache after each optimizer step (py Technical summary, context-rich, domain- 2026-05-07
pr 0.00 GgufLinear: inference-time GGUF matmul on Apple Silicon — ll Domain-specific abbreviations and techni 2026-05-14
pr 0.00 [fix][whisper]: fix max_new_tokens handling Domain-specific, technical tone, explici 2026-06-21
pr 0.00 Add lfm2.5 audio Extremely terse and informal; human styl 2026-02-13
pr 0.00 Adding new zero-shot examples Template was not replaced; no free-text 2024-08-07