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huggingface/transformers

// all events — 2026-07-17

Type AI Score Description Actor Reason Date
commit 1.00 Fix orthogonal_ init for low-precision dtypes (bf16/fp16) (# Commit message contains explicit AI assi 2026-07-17
commit 1.00 tests: reduce processor test memory usage by using tiny Hub Commit message contains explicit AI assi 2026-07-10
commit 1.00 Fix flash-attn Docker build broken by setuptools 83 removing Commit message contains explicit AI assi 2026-07-10
commit 1.00 Make executorch exporter tests always use xnnpack backend (# Commit message contains explicit AI assi 2026-07-09
commit 1.00 [Fix] Make DeepGEMM triton fallback more robust (#47126) Commit message contains explicit AI assi 2026-07-09
pr 1.00 CPU can incur a slow path on non-contiguous magnitudes PR body explicitly mentions AI collabora 2026-07-15
pr 1.00 [Quantization]: Refactor is_quantization_compressed for form PR body explicitly mentions AI collabora 2026-07-08
pr 1.00 Kernels and loaders robustification PR body explicitly mentions AI collabora 2026-07-15
pr 1.00 Optimize flash attention max seqlen computation in vision at PR body explicitly mentions AI collabora 2026-07-08
pr 1.00 Fix failure revealed by Pytest v9 PR body explicitly mentions AI collabora 2026-06-29
pr 1.00 [docs] Fix decode examples and expected output in fast_token PR body explicitly mentions AI collabora 2026-07-16
pr 1.00 Refactor image loading in tests to use load_test_image helpe PR body explicitly mentions AI collabora 2026-07-09
pr 1.00 Executorch exporter fixes PR body explicitly mentions AI collabora 2026-07-10
pr 1.00 Allow tokenizers 0.23.1 PR body explicitly mentions AI collabora 2026-06-03
pr 1.00 [Mistral] Move MistralConverter into integrations/mistral/ p PR body explicitly mentions AI collabora 2026-06-12
pr 1.00 fix: liger unnecessarily materializes logits in VRAM during PR body explicitly mentions AI collabora 2026-04-06
pr 1.00 Add new model `EfficientVit-SAM` to transformers PR body explicitly mentions AI collabora 2026-07-12
pr 1.00 fix: correct dict comprehension syntax in save_pretrained to PR body explicitly mentions AI collabora 2026-07-15
pr 1.00 Fix _is_packed_sequence for 1D and 3D position_ids PR body explicitly mentions AI collabora 2026-07-15
pr 1.00 Fix deepgemm on multiple devices PR body explicitly mentions AI collabora 2026-07-14
pr 0.60 docs: fix typo 'succesful' -> 'successful' in modeling_utils Body contains unnaturally formal phrasin 2026-07-15
commit 0.15 [Generation] Add static ensemble verification for lossy spec Technical detail, terse style, and speci 2026-07-09
commit 0.10 Fix inkling feature extractor (#47349) Uses domain jargon and informal edits, n 2026-07-15
commit 0.10 ci: cover xet as well (runtime error) (#47338) Technical and concise with minor typos, 2026-07-15
commit 0.10 Pin kernels to compatible version in benchmark workflow (#47 Technical, detailed changelog, consisten 2026-07-15
pr 0.10 Centralize multimodal token expansion via get_text_with_repl Somewhat structured PR title; descriptio 2026-06-04
pr 0.10 Add LocateAnything Technical description with informal tone 2026-06-19
pr 0.10 Fix inverted is_tracing condition causing FA2 long-context d Explains a bug and file reference with i 2026-06-16
pr 0.10 [Model] Add LingBot-Vision Model Short technical summary; writing lacks A 2026-07-16
commit 0.05 CI: add serge verify (GPU) caller workflow (#47381) Highly technical, terse, natural domain 2026-07-17
commit 0.05 ci: harden daily CI reporting against GitHub API rate limits Informal, domain-specific, includes erro 2026-07-17
commit 0.05 Add native FSDP2 module + migration (#46707) Commit history is brief, human-typical m 2026-07-09
commit 0.05 Fix experts implementation in two spots (#47097) Very terse, informal language and multip 2026-07-09
commit 0.05 [Fix] Remove old automatic cross attn pattern from output re Brief, domain-specific, with code review 2026-07-09
pr 0.05 Make non-blocking serve uvicorn thread a daemon with force_e Brief technical explanation; concise and 2026-07-16
pr 0.05 Preserve exception cause when hub kernel loading fails Uses clear technical language, no AI sty 2026-07-16
pr 0.05 Fix OLMo 3 scaled RoPE handling for sliding attention Contains concise, technical summary; no 2026-05-13
commit 0.00 Fix `BlockMask` crash in CTRL flex-attention generation (#46 Extremely terse, cryptic commit message; 2026-07-17
commit 0.00 [docs] Fix decode examples and expected output in fast_token Minimal, typical doc fix, no sign of AI 2026-07-17
commit 0.00 Fix image-text-to-text stop_sequence handling (#47032) Standard fix, includes human co-author, 2026-07-17
commit 0.00 [serge] Fix 20 integration tests for model `whisper` failing — 2026-07-17
commit 0.00 [Mistral] Move MistralConverter into integrations/mistral/ p Regular refactor commit, normal structur 2026-07-17
commit 0.00 Fix GLM video frame padding for temporal patches (#47141) Technical changelog, natural tone, speci 2026-07-17
commit 0.00 Refactor image loading in tests to use load_test_image helpe Human-like granular commit list, non-AI 2026-07-17
commit 0.00 Add Cosmos3 Edge model support (#47181) Detailed technical changelog, natural it 2026-07-16
commit 0.00 [docs] Inkling (#47350) Minimal, ambiguous message, matches huma 2026-07-16
commit 0.00 Fix Daily CI reporting issues (#47364) Concise, domain-specific language; no AI 2026-07-16
commit 0.00 [AudioFlamingo3] Fix bfloat16 dtype mismatch in audio encode Detailed technical description with jarg 2026-07-16
commit 0.00 [`peft`] Support key_mapping with PEFT models (#46766) Domain-specific, co-authored, natural hu 2026-07-16
commit 0.00 Fix model tests for tipsv2 (#47356) Human tone, specific file/test reference 2026-07-16
commit 0.00 Fix TimesFM 2.5 window_size AttributeError (#47363) Terse and informal; focus on bug and tes 2026-07-16
commit 0.00 fix: allow num_labels property to return None when id2label Domain detail, signed-off-by trailer, co 2026-07-16
commit 0.00 [Tests] Fix slow video tensor creation from list of numpy ar Standard test fix wording, informal, dom 2026-07-16
commit 0.00 Update dev version on main (#47366) Single-word summary, typical for human v 2026-07-16
commit 0.00 [CB] Automatically switch attention implementation to flash Human commit log style, bullet points, d 2026-07-16
commit 0.00 Fix deepgemm on multiple devices (#47323) Colloquial ('claude's fix'), informal, d 2026-07-16
commit 0.00 [`FP8`] Bump kernels version (#47344) Terse one-word commit message; human sty 2026-07-16
commit 0.00 ci: Handle empty GitHub token in CI run lookup (#47362) Uses typical developer commit phrasing; 2026-07-16
commit 0.00 Fix assisted decoding for models with EncoderDecoder cache & Message is terse, informal, and includes 2026-07-16
commit 0.00 Fix sdpa prefill with position_bias (#47359) Brief message with technical terms; not 2026-07-16
commit 0.00 [docs] FlashAttention kernel fallback (#47345) Single-word commit messages, no AI indic 2026-07-15
commit 0.00 Small improvement (#47348) Extremely terse edit, clearly human-writ 2026-07-15
commit 0.00 Add Inkling model (#47347) Highly informal, with typos and in-progr 2026-07-15
commit 0.00 🚨 Pass tp_plan from lm_heads (#47253) Colloquial tone and test-related errors 2026-07-15
commit 0.00 [docs] TokenizersBackend fallback (#47302) Template signal; no free text to analyze 2026-07-15
commit 0.00 Fix models for which we don't have a dedicated tokenizer cla Very informal, with typos and colloquial 2026-07-15
commit 0.00 Resolve continuous batching XPU availability checks at runti Standard developer commits, no free-text 2026-07-15
commit 0.00 [Nit] Add kernels_fallback_ok kwarg to is_flash_attn_N_avail Short commit titles, domain nits, and te 2026-07-15
commit 0.00 [Nit] Add expectations for gemma4 tests on H100 (#47311) Terse, domain-specific commit titles; no 2026-07-15
commit 0.00 [docs] DeepGEMM requirements (#47324) Commit message is terse, references doma 2026-07-14
commit 0.00 :rotating_light: Fix GPTBigCode and GPTNeoX for the Transfor Human-like informal tone, includes domai 2026-07-14
commit 0.00 DeepGEMM shouldn't pad on SM90 (#47313) The brief 'claude's fix' is highly infor 2026-07-14
commit 0.00 Fix half-precision torch.compile crash in DETR-family sine p Detailed technical explanation and chang 2026-07-14
commit 0.00 Fix hardcoded paths in siglip checkpoint/vocab loading (#471 Terse, issue-focused commit message, no 2026-07-14
commit 0.00 [generation] Fix misleading synced_gpus warning in continuou Describes a fix and test update with hum 2026-07-14
commit 0.00 Update AMD CI runner groups to amd-mi300 (#47307) Short and specific update message; no AI 2026-07-14
commit 0.00 Point to Gemma 4 model in Gemma4ForCausalLM docstring exampl Docstring update noted concisely, inform 2026-07-13
commit 0.00 Fix Qwen Omni batched text postprocessing (#47197) Technical domain language and brief sign 2026-07-13
commit 0.00 Fix AqlmConfig error messages to say "int" instead of "float Problem-focused commit, uses informal ex 2026-07-13
commit 0.00 Fix check for interactive stdout in _style function (#47283) Concise, domain-specific fix summary in 2026-07-13
commit 0.00 Fix get_json_schema crash on non-string docstring choices (# Technical explanation, domain abbreviati 2026-07-13
commit 0.00 Make `MODEL_IDS_TO_TOKENIZERS_BACKEND` capture all DeepSeek Commit trailer, standard style, terse la 2026-07-13
commit 0.00 Update doc preprocessing regex to prevent ReDoS (#47187) Short commit description, no AI signals, 2026-07-13
commit 0.00 [generate] Add proper MTP support (#46229) Terse, informal progress logs, no AI pat 2026-07-13
commit 0.00 Shard on read Dtensor aware (#46717) Contains typos, domain jargon, informal 2026-07-13
commit 0.00 Switch AMD daily CI to mi300 runners (#47259) Terse and technical commit message; huma 2026-07-11
commit 0.00 Torch compile backend defaults to "neuron" (#47035) Commit messages are brief, use domain te 2026-07-10
commit 0.00 Add heterogeneous config support (per-layer configuration) ( Commit uses domain jargon, succinct huma 2026-07-10
commit 0.00 [fix] update integration test values (#47146) Minimal, terse commit language; nothing 2026-07-10
commit 0.00 Fix DeepSpeed SP loss aggregation and LocalLayerRepository k Detailed but technical, with typos and i 2026-07-10
commit 0.00 Fix FA performance regression (#47134) Brief notes, domain language, co-author 2026-07-10
commit 0.00 tests only for the top 10 download models (#47244) Very terse, human style; no AI hallmarks 2026-07-10
commit 0.00 Fix InputTokensDetails missing cache_write_tokens for openai Only a title and co-author line, typical 2026-07-10
commit 0.00 Revert "Trigger a scheduled run" (#47249) Revert with references, human phrasing, 2026-07-10
commit 0.00 Fix CI read-only cache failures by patching cached_files in Informal iterative commit notes, human t 2026-07-10
commit 0.00 Remove Executorch from CI until latest version is supported Short, imperative style; matches typical 2026-07-10
commit 0.00 Be more defensive with `remap_legacy_layer_types` for custom Brief, domain-specific message with a sm 2026-07-10
commit 0.00 Fix DistributedConfig docstring for unimplemented sp_plan ( Free text includes detailed technical re 2026-07-10
commit 0.00 Switch mlinter to 0.1.2 (#47172) Succinct, telegraphic commit messages; n 2026-07-09
commit 0.00 trainer: clear MPS graph cache via torch_empty_cache_steps ( Highly detailed, technical, domain-speci 2026-07-09
commit 0.00 Trigger a scheduled run (#47209) Minimal, repetitive commit word; no AI p 2026-07-09
commit 0.00 No agent PR descriptions (#45790) Direct changelog-style commits, with dom 2026-07-09
commit 0.00 Clarify that max_steps is required for datasets without __le Brief, technical, and informal commit me 2026-07-09
commit 0.00 Cleanup pipelines, stop materializing generators (#47142) Concise, typical commit phrasing; no sig 2026-07-09
commit 0.00 [Fix] Remove deprecated argument from `kernels` call (#47100 Brief, direct summary and technical lang 2026-07-09
commit 0.00 Fix device_map computation when the no_split_modules have di Single-word, informal 'fix' message, cle 2026-07-09
commit 0.00 Remove executorch from all-latest-gpu image + add torch smok Detailed explanation with domain errors 2026-07-09
commit 0.00 Fix crash in greedy assisted generation with different token Thorough technical bug description; no A 2026-07-09
commit 0.00 🌐 [i18n-KO] Translate accelerator_selection.md to Korean (#4 Standard i18n commit, contains co-author 2026-07-08
commit 0.00 [i18n-KO] Translate optimum.md to Korean and fix Furiosa typ Brief translation commit, no AI signals 2026-07-08
commit 0.00 [docs] fix curly quotes rendering to straight quotes (#47135 Typical terse docs commit message, fully 2026-07-08
commit 0.00 Fix custom code which doesn't know about the new linear laye Standard fix message with Git trailer, n 2026-07-08
commit 0.00 Reject path traversal in the `transformers_weights` config f Technical description with domain detail 2026-07-08
commit 0.00 [docs] Custom code conversion mapping (#47114) Minimal free-text, standard docs update 2026-07-08
commit 0.00 Add exporters min version requirements and test skip (#47161 Human-like terse project maintenance com 2026-07-08
commit 0.00 tests: reduce processor test memory usage and use tiny test Terse and repetitive test commit with hu 2026-07-08
commit 0.00 Clarify input device placement in the Quicktour inference ex Short human-style commit, no AI phrasing 2026-07-08
commit 0.00 Extend continuous batching memory prediction test to XPU (#4 Technical, domain-specific commit, signe 2026-07-08
commit 0.00 Fix case where `_LazyAutoMapping.register` is passed a `str` Technical commit message, concise and do 2026-07-08
commit 0.00 [docs] MoE decode switching (#47149) Terse commit with domain reference, huma 2026-07-08
commit 0.00 add XPU output expectations for minicpm3 tests (#47092) Short, specific, uses abbreviations, typ 2026-07-08
commit 0.00 Diffusion gemma: fix failed test cases (#47025) Short, domain-relevant, no AI phrasing p 2026-07-08
commit 0.00 add XPU Expectation for cosmos3_omni tests (#46880) Straightforward, terse, domain-specific 2026-07-08
pr 0.00 Add Granite-swa and Granitemoe-swa model support PR content only includes a technical tit 2026-07-08
pr 0.00 Fix CohereAsr training-loss double-shift (train against labe Technical changelog-style title, no sign 2026-07-05
pr 0.00 Fix IndexError in SequenceFeatureExtractor.pad on all-empty Concise, technical title; lacks AI-typic 2026-07-17
pr 0.00 Restore dynamic_full full-layer cache guard for assisted/con Short, specific, domain-focused title on 2026-07-08
pr 0.00 Fix recurrent-layer padding mask being skipped on continued Technical title with context; no AI indi 2026-07-05
pr 0.00 [glm-moe-dsa] Indexer uses interleaved rope Title only, includes domain terms; not A 2026-06-23
pr 0.00 [WIP] Support one-to-many conversions Single technical title, no AI signals. 2026-07-17
pr 0.00 Add chat input sanitization Concise technical title without AI hallm 2026-07-17
pr 0.00 BLT: vectorize patch length processing Brief, domain-specific title; no AI trai 2026-07-17
pr 0.00 Implement VibeVoice Short, tool-specific title without AI st 2025-08-29
pr 0.00 Consistent output shape from `get_image_features` Consistent with human engineer titling p 2026-06-04
pr 0.00 CI: add serge verify (GPU) caller workflow Technical and concise; no AI generation 2026-07-17
pr 0.00 ci: harden daily CI reporting against GitHub API rate limits Informal, domain-specific title lacking 2026-07-17
pr 0.00 🚨 🚨Bring some dinos to modern standards Humorous and brief; no AI-style phrasing 2026-05-28
pr 0.00 Add FP8 kernel acceleration for compressed-tensors quantized Specific technical change, no generic AI 2026-04-29
pr 0.00 Use new `per_layer_config` for Gemma 4 so that heterogeneous Highly technical and specific; no AI gen 2026-07-17
pr 0.00 wip step 3 7 flash Brief, domain-specific phrasing; no AI s 2026-06-15
pr 0.00 🚨 Enable SDPA (and other attention backends) for T5 and prop Title only; domain abbreviation, no AI s 2026-07-02
pr 0.00 Port ESMC and ESMFold2 to Transformers Title only, relevant project jargon; not 2026-06-04
pr 0.00 Fix `BlockMask` crash in CTRL flex-attention generation Clear problem description with traceback 2026-06-24
pr 0.00 Fix orthogonal_ init for low-precision dtypes (bf16/fp16) Title only; uses technical terms, no AI 2026-07-10
pr 0.00 🚨[wav2vec2] Support attn_implementation=sdpa dispatch Title only; project shorthand and issue 2026-05-25
pr 0.00 Fix torch_float casting to int instead of float Concise technical problem statement, hum 2026-07-16
pr 0.00 Accept legacy list special_tokens in _set_model_specific_spe Concise, technical, references specific 2026-07-16
pr 0.00 Fix important model failures on MI450 Title only; minimal, domain-relevant, no 2026-07-13
pr 0.00 [Kimi] add integration tests Title only, project-specific, no AI hall 2026-07-17
pr 0.00 Olmo3 CI Only template content and CI badge; no A 2026-07-08
pr 0.00 Clarify device placement in pipelines Only PR title and CI badge; no AI-like f 2026-07-16
pr 0.00 [security] Add SSRF validation to load_image URL fetch PR title domain-specific; template/CI fi 2026-07-10
pr 0.00 Add Fun-ASR-Nano model Just PR title and CI badge; no free-text 2026-05-24
pr 0.00 Fix Hunyuan-VL PIL image resize parity with reference prepro Just a technical PR title; no AI-like st 2026-07-10
pr 0.00 Fix image-text-to-text stop_sequence handling PR title only; no signs of AI-generated 2026-07-02
pr 0.00 [serge] Fix 20 integration tests for model `whisper` failing — 2026-07-08
pr 0.00 [serge] Fix 12 integration tests for model `edgetam` failing — 2026-07-07
pr 0.00 Add distributed runtime utils and DistributedMixin Only technical PR title and CI badge; no 2026-07-16
pr 0.00 FSDP orchestration: apply + loading/saving Domain-specific PR title and CI badge; n 2026-07-01
pr 0.00 [WIP] PrismML Bonsai model support Just a technical WIP title and CI badge; 2026-04-01
pr 0.00 Normalize multimodal input keys in AnyToAnyPipeline Title-only entry with domain-specific te 2026-07-04
pr 0.00 Fix GLM video frame padding for temporal patches Title only, with technical context and n 2026-07-07
pr 0.00 LocateAnything 3B Short, specific title, no sign of AI-gen 2026-05-30
pr 0.00 Add support for BharatGen's Param2MoE model architecture Domain-specific title, no AI phrasing pr 2026-06-04
pr 0.00 Add support for NeuCodec Technical feature title, concise and not 2026-07-07
pr 0.00 CI: use transformers-ci daily workflow with OTEL CI-related technical note, terse and hum 2026-07-16
pr 0.00 Fix hardcoded paths in siglip checkpoint/vocab loading Fix title with specific context, human-l 2026-07-08
pr 0.00 Fix batched Qwen2.5/3-Omni audio generation Concise, domain-appropriate feature fix 2026-07-09
pr 0.00 [serge] Fix 8 integration tests for model `mamba2` failing w — 2026-07-17
pr 0.00 Fix assistant tokens mask when a generation span ends at tok Highly specific, technical bugfix descri 2026-07-14
pr 0.00 Enable MTP support for Qwen3.5 Technical support addition, brief, no AI 2026-04-24
pr 0.00 Deprecate CB config in gen configuration Extremely brief; no AI hallmarks; only a 2026-07-13
pr 0.00 Warn when `group_by_length` is silently ignored for iterable Just a title; lacks AI-patterned languag 2026-07-17
pr 0.00 Fix gradient inflation when combining label smoothing with g Brief, specific title; no evidence of AI 2026-07-11
pr 0.00 Experiments with Neuron Extremely brief, only a title; no AI fea 2026-07-13
pr 0.00 Deprecate the old response_schema Only the title present; cannot infer AI 2026-07-14
pr 0.00 [docs] Exporters Very short, only a title with '[docs]'; 2026-07-16
pr 0.00 Add Cosmos3 Edge model support Concise, direct title only; no AI signs. 2026-07-08
pr 0.00 Fix TimesFM 2.5 window_size AttributeError Just a technical fix title; no AI patter 2026-07-16
pr 0.00 [docs] Inkling Single word with no AI hallmarks; minima 2026-07-15
pr 0.00 Fix Daily CI reporting issues Only contains a brief technical title; n 2026-07-16
pr 0.00 [AudioFlamingo3] Fix bfloat16 dtype mismatch in audio encode Title only; no AI hallmarks or free-text 2026-07-11
pr 0.00 model: Add NVIDIA Canary-1B-v2 to Transformers Title only; no AI signals, purely templa 2026-06-22
pr 0.00 Fix dtype-sensitive vision position ids for Idefics/SmolVLM Title only, template content; no AI sign 2026-07-07
pr 0.00 [`peft`] Support key_mapping with PEFT models Concise, domain-relevant title; no AI in 2026-06-19
pr 0.00 Fix model tests for tipsv2 Title only, no AI indicators, template s 2026-07-16
pr 0.00 Bump the actions group across 1 directory with 13 updates — 2026-07-09
pr 0.00 ci: Handle missing summaries in collated reports Title only, standard template usage. 2026-07-16
pr 0.00 fix: allow num_labels property to return None when id2label Title only, no free-form explanation. 2026-07-04
pr 0.00 Compressed tensors fp8 Title only, lacking free-text content. 2026-07-09
pr 0.00 [Tests] Fix slow video tensor creation from list of numpy ar Minimal technical title, no AI hallmarks 2026-03-15
pr 0.00 Add MOSS-TTS-v1.5 (delay) and MOSS-Audio-Tokenizer Only model names and badge; no AI-like w 2026-06-05
pr 0.00 Add beats model Technical, concise, references paper; hu 2026-07-16
pr 0.00 Update dev version on main Extremely terse and informal; unmistakab 2026-07-16
pr 0.00 [CB] Automatically switch attention implementation to flash No free-text content; only a terse techn 2026-07-15
pr 0.00 [Fix] Small FA-related test failures in CB Only a terse technical title; no evidenc 2026-07-15
pr 0.00 [`FP8`] Bump kernels version Abbreviated, technical title; no AI styl 2026-07-15
pr 0.00 Add FSDP CI and end-to-end FSDP tests + save/load fsdp Technical title and badges, no free-text 2026-07-16
pr 0.00 ci: Handle empty GitHub token in CI run lookup Technical commit title, no unnatural or 2026-07-16
pr 0.00 Fix assisted decoding for models with EncoderDecoder cache & Technical fix title, follows human conve 2026-07-16