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huggingface/transformers

// all events — 2026-07-22

Type AI Score Description Actor Reason Date
commit 1.00 Fix MoE expert decompression for non-32-divisible bit widths Commit message contains explicit AI assi 2026-07-22
commit 1.00 Fix double-shifted training loss in GitForCausalLM (#47395) Commit message contains explicit AI assi 2026-07-21
commit 1.00 Fix `TrackioCallback` fails to log evaluation metrics after Commit message contains explicit AI assi 2026-07-21
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
pr 1.00 Fix CodeLlama tokenizer dropping leading whitespace on decod PR body explicitly mentions AI collabora 2026-07-22
pr 1.00 Exportable kimi PR body explicitly mentions AI collabora 2026-07-06
pr 1.00 [Mistral] Add tekken tokenizer detection, conversion, and sa PR body explicitly mentions AI collabora 2026-06-12
pr 1.00 adding amd quark config class changes PR body explicitly mentions AI collabora 2026-07-14
pr 1.00 docs: add overflow_to_sample_mapping to tokenizer return val PR body explicitly mentions AI collabora 2026-07-22
pr 1.00 Kernels and loaders robustification PR body explicitly mentions AI collabora 2026-07-15
pr 1.00 pytorch 2.13 is released , updating transformer to handle th PR body explicitly mentions AI collabora 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 fix: liger unnecessarily materializes logits in VRAM during PR body explicitly mentions AI collabora 2026-04-06
pr 1.00 Executorch exporter fixes PR body explicitly mentions AI collabora 2026-07-10
pr 1.00 Fix causality violation in Zamba2 inter-chunk state recurren PR body explicitly mentions AI collabora 2026-07-22
pr 1.00 Fix finegrained-fp8 offline loading bug PR body explicitly mentions AI collabora 2026-06-04
pr 1.00 Batch Rebalance Data Sampler PR body explicitly mentions AI collabora 2026-07-15
pr 1.00 [Auto-Fix] Fix failing tests for inkling PR body explicitly mentions AI collabora 2026-07-21
pr 0.20 Lag kv cache Slightly more explanation, but domain-sp 2025-05-26
commit 0.10 CPU can incur a slow path on non-contiguous magnitudes (#473 Technical, domain-specific, concise; no 2026-07-22
commit 0.10 Route chat management calls to the service root (#47138) (#4 Informative, detailed, with technical ja 2026-07-22
commit 0.10 Fix gradient inflation when combining label smoothing with g Analysis is detailed and technical with 2026-07-22
commit 0.10 [Qwen3ASR] Add hotword parsing, and fix language parsing and Domain-specific, with informal amendment 2026-07-22
commit 0.10 Fix multi-device mxfp4 dequantization race in `_convert_moe_ Technical, signed, multi-author, and dom 2026-07-22
commit 0.10 Fix CohereASR training-loss double-shift (same as Moonshine Informal yet technical commit style; spe 2026-07-21
commit 0.10 Add distributed runtime utils and DistributedMixin (#47352) Commit history with terse notes suggests 2026-07-21
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 Fix loss alignment and Trainer token counting for encoder de Title is specific and technical; content 2026-06-26
pr 0.10 Better and more extensive tests for RoPE Brief, domain-specific title; no verbose 2026-06-26
pr 0.10 🚨 Enable SDPA (and other attention backends) for T5 and prop Short, emoji-enhanced technical title; c 2026-07-02
pr 0.10 :rotating_light: Processors update the rest Title uses emoji and short phrase; no AI 2026-06-11
pr 0.10 Clarify device placement in pipelines Concise, technical title; no AI-generati 2026-07-16
pr 0.10 [Offloading] [Bugfix] Fix fully offloaded model saving Bracketed, bugfix-style title; typical h 2026-07-15
pr 0.10 Fix broken relative links in benchmark and i18n READMEs Technical, concise change log; process n 2026-07-22
pr 0.10 [generation] Encode multimodal data only once Short, domain-tagged title; no verbose o 2026-05-05
pr 0.10 Add V-JEPA 2.1 inference support Technical, inference-specific title; hum 2026-04-17
pr 0.10 feat: update GGUF model configuration parameters for Gemma 4 Brief technical note, some formality, bu 2026-06-06
pr 0.10 fix: allow tokenizers 0.23.1 to unblock security fix Brief, technical motif with minimal moti 2026-07-21
commit 0.05 [Quantization]: Refactor is_quantization_compressed for form Standard commit format, technical and co 2026-07-22
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
pr 0.05 [Model] Add LingBot-Vision Model Slightly more elaborate, but concise and 2026-07-16
commit 0.00 [fix] fix requirements audio feature and proc (#47113) Very terse, telegraphic, and domain-like 2026-07-22
commit 0.00 fix: liger unnecessarily materializes logits in VRAM during Single line, domain-specific, terse; no 2026-07-22
commit 0.00 Remove deprecated training args and `is_fast` property (#469 Terse, domain-standard, includes sign-of 2026-07-22
commit 0.00 Consistent output shape from `get_image_features` (#46405) One-word lines and shorthand, highly inf 2026-07-22
commit 0.00 fix failed test cases for qwen3_omni_moe model (#47449) Commit messages are brief, specific, and 2026-07-22
commit 0.00 Fix Hunyuan-VL PIL image resize parity with reference prepro Very terse human-like commit messages wi 2026-07-22
commit 0.00 Move `value` padding into the attention interfaces that need Human-typical, terse, domain-specific co 2026-07-22
commit 0.00 Simplify function dispatch for linear attention (#47450) Short, informal, domain-specific commit 2026-07-22
commit 0.00 [cache] Allow sliding window layers to be roll-backed for sp Informal, specific, and human-style comm 2026-07-22
commit 0.00 Warn when `group_by_length` is silently ignored for iterable Concise, terse commit message typical of 2026-07-21
commit 0.00 Update bug report list (#46607) Short, human-like commit message and che 2026-07-21
commit 0.00 Fix shape mismatch in KyutaiSpeechToText `generate()` last w Terse commit messages and use of signed- 2026-07-21
commit 0.00 Optimize flash attention max seqlen computation in vision at Terse changelog messages with human-like 2026-07-21
commit 0.00 fix: remove unreachable return in special token builder (#47 Minimal, clear, informal message as is c 2026-07-21
commit 0.00 Add Harry to slow CI (#47454) Single, brief, informal comment typical 2026-07-21
commit 0.00 BLT: vectorize patch length processing (#47385) Changelog-style terse message with domai 2026-07-21
commit 0.00 [Kimi] add integration tests (#47383) Terse style with non-standard capitaliza 2026-07-21
commit 0.00 Fix typo in `MusicgenForCausalLM.generate()` (#46974) Minimal, concise changelog entries with 2026-07-21
commit 0.00 Fix Cosmos 3 Edge Patch packing order (#47399) Commit messages are terse, technical, an 2026-07-20
commit 0.00 Fix yarn `mscale_all_dim` for DeepSeek v2 and Mistral 4 (#47 Commit messages are concise, domain-spec 2026-07-20
commit 0.00 Fix recurrent-layer padding mask being skipped on continued Technical explanations with natural edit 2026-07-20
commit 0.00 Hoist special-token lookups out of per-token loops in six sl Succinct, domain-jargon usage, no signal 2026-07-20
commit 0.00 fix typos and variable naming in quicktour.md (#47418) Typical human edit messages and casual l 2026-07-20
commit 0.00 Normalize multimodal input keys in AnyToAnyPipeline (#47074) Domain-specific, includes typical commit 2026-07-20
commit 0.00 Fix Aria checkpoint key conversion mapping (#47151) Detailed technical note, domain-specific 2026-07-20
commit 0.00 extend tests/models/qwen3_next/test_modeling_qwen3_next.py:: Commit is technical, includes email, no 2026-07-20
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
pr 0.00 fix: guard DTensor import for PyTorch < 2.5 compatibility Only template shown; no AI signals in th 2026-07-22
pr 0.00 Port ESMC and ESMFold2 to Transformers Only template shown; PR content is just 2026-06-04
pr 0.00 Add Granite-swa and Granitemoe-swa model support Template plus brief, domain-typical titl 2026-07-08
pr 0.00 Add Fun-ASR-Nano model Template plus only a short model-related 2026-05-24
pr 0.00 [Bugfix] [Modeling] Fix DSV4 norm Just a bugfix title and template; no AI- 2026-07-22
pr 0.00 Fix Qwen2.5-Omni Token2Wav DiT rotary embedding layout (inte Brief technical title; remaining is temp 2026-07-18
pr 0.00 wip step 3 7 flash Clear domain-specific project notes, inf 2026-06-15
pr 0.00 Implement VibeVoice Just a project name in the title; no con 2025-08-29
pr 0.00 Isolate MLA KV expansion to make it easier to bypass Very concise, domain-specific, no AI sty 2026-07-21
pr 0.00 Support Granite Speech NAR (NLE) Only a PR title, no free-text content to 2026-05-18
pr 0.00 add MTP for GLM OCR and other MROPEs Only a title is provided; no AI signals 2026-07-21
pr 0.00 add HyperClovaX Vision Simple, lowercase title; consistent with 2026-02-27
pr 0.00 [WIP] PrismML Bonsai model support Only a PR title, no free-text descriptio 2026-04-01
pr 0.00 [fix] fix requirements audio feature and proc Only a PR title filled, no AI signals pr 2026-07-06
pr 0.00 Update serve chat parsing Only a title, without any free-text cont 2026-05-28
pr 0.00 Also size the device_map buffer from the largest leaf module Title only, no signs of AI-generated tex 2026-07-09
pr 0.00 model: Add NVIDIA Canary-1B-v2 to Transformers Only title provided; no AI traits detect 2026-06-22
pr 0.00 [fix] inkling: mps + cuda mel spec extraction No free-text, terse technical title; hum 2026-07-20
pr 0.00 add_axk1 Very terse, technical title only; not AI 2026-06-24
pr 0.00 Route chat management calls to the service root (#47138) Just a title, no free-form AI-like text. 2026-07-13
pr 0.00 Remove `is_custom_code` gate from per-param `_is_hf_initiali Only a brief PR title with no free-text 2026-07-15
pr 0.00 fix: guard DTensor import in sharding_utils.py for PyTorch < Only includes a brief, domain-specific P 2026-07-22
pr 0.00 feat[vLLM x v5]: Make audio optional and support multiple au PR title uses domain-specific abbreviati 2026-07-22
pr 0.00 LocateAnything 3B Short title, terse style, no AI hallmark 2026-05-30
pr 0.00 Fix Gemma4 audio feature dtype mismatch in masked_scatter Title uses detailed domain terms, no AI 2026-07-22
pr 0.00 Fix gradient inflation when combining label smoothing with g A short, technical PR title with no AI h 2026-07-11
pr 0.00 Fix MoE expert decompression for non-32-divisible bit widths Only a technical fix title, no AI-typica 2026-07-14
pr 0.00 [Qwen3ASR] Add hotword parsing, and fix language parsing and Technical, concise title; no AI text pre 2026-07-06
pr 0.00 Remove deprecated training args and `is_fast` property Only a domain-specific, succinct PR titl 2026-06-26
pr 0.00 Add MOSS-TTS-v1.5 (delay) and MOSS-Audio-Tokenizer PR title only, technical, no AI-generate 2026-06-05
pr 0.00 Fix CLVP `c_proj` residual scaled-init silently never applie Uses domain jargon and is specific, non- 2026-07-22
pr 0.00 CI: fix torchaudio pinning +proper break in rnnt Domain-specific, brief, informal structu 2026-07-20
pr 0.00 Don't mutate class-level common_kwargs defaults in _merge_kw Technical and concise, no free-text sugg 2026-07-22
pr 0.00 Fix stale phonemizer_lang in Wav2Vec2PhonemeCTCTokenizer Only a terse, domain-specific title with 2026-07-21
pr 0.00 fix failed test cases for qwen3_omni_moe model Only title present; no AI signals in bri 2026-07-21
pr 0.00 Align all mambas to latest best standards for much more cove Title only; uses casual, domain language 2026-07-21
pr 0.00 Re-enable VITS model forward test Short, direct title, typical of human co 2026-07-06
pr 0.00 Fix RT-DETR v2 converter for current model keys Brief, technical phrasing in title only; 2026-07-07
pr 0.00 Add LocateAnything Contains domain-specific terms and infor 2026-06-19
pr 0.00 Add Molmo2 Only a brief title, no free-text to eval 2026-01-23
pr 0.00 [serge] Fix 28 integration tests for model `whisper` failing — 2026-07-22
pr 0.00 CI: use a single function for GH calls No free-text content, just title with te 2026-07-22
pr 0.00 Consistent output shape from `get_image_features` Only a technical title, no verbose or AI 2026-06-04
pr 0.00 Fix multi-device mxfp4 dequantization race in `_convert_moe_ The PR title is terse and domain-specifi 2026-07-20
pr 0.00 extend tests/quantization/gptq/test_gptq.py::GPTQTestCUDA an PR title is descriptive, lacks AI hallma 2026-07-08
pr 0.00 Fix Hunyuan-VL PIL image resize parity with reference prepro Short, domain-specific title; template o 2026-07-10
pr 0.00 Fix ESMFold error when explicitly cast to fp16 Title only, matches typical terse engine 2026-07-22
pr 0.00 Use new `per_layer_config` for Gemma 4 so that heterogeneous Title only, highly technical; no AI sign 2026-07-17
pr 0.00 Fix ESMFold error when explicitly cast to fp16 Same as previous: very brief, direct fix 2026-07-22
pr 0.00 Move `value` padding into the attention interfaces that need Compact, technical, no markers of AI out 2026-07-21
pr 0.00 Deprecate CB config in gen configuration Only title; clear, concise technical lan 2026-07-13
pr 0.00 Fix torch_float casting to int instead of float Title is terse and domain-specific with 2026-07-22
pr 0.00 Simplify function dispatch for linear attention Contains just a terse, domain-specific t 2026-07-21
pr 0.00 [cache] Allow sliding window layers to be roll-backed for sp Technical, project-specific title; human 2026-07-21
pr 0.00 Add FSDP plans to all models Technical changelog, direct and domain-s 2026-07-08
pr 0.00 Add FSDP CI and end-to-end FSDP tests + save fsdp Only a brief, technical title; no stylis 2026-07-16
pr 0.00 [serge] Fix 12 integration tests for model `glm46v` failing — 2026-07-13
pr 0.00 Add MXFP4 training support via a dequantize-on-the-fly fallb Title shows domain jargon and lacks AI p 2026-07-21
pr 0.00 . Single '.' as title is minimal and plain 2026-07-21
pr 0.00 Fix double-shifted training loss in GitForCausalLM Only a technical title; no AI-typical la 2026-07-18
pr 0.00 Add chat input sanitization Short and technical; lacks AI-generated 2026-07-17
pr 0.00 Add support for NeuCodec Concise with technical reference, not AI 2026-07-07
pr 0.00 [DiffusionGemma] Support gradient checkpointing Domain shorthand in brackets; tone is hu 2026-06-11
pr 0.00 [DiffusionGemma] Cast the decoder padding mask to bool Terse, domain-specific with natural shor 2026-07-13
pr 0.00 [DeepSpeed] Composite models are not initialized correctly u Only a terse, domain-specific PR title w 2026-07-13
pr 0.00 Fix GPT-2 c_proj depth scaling initialization Contains only a succinct technical PR ti 2026-07-21
pr 0.00 Deprecate the old response_schema Simple deprecation-focused title, zero A 2026-07-14
pr 0.00 Fix CohereASR training-loss double-shift (same as Moonshine Concise reference style, links to previo 2026-06-25
pr 0.00 [docs] MPS graph cache Short, domain-specific docs note; no evi 2026-07-13
pr 0.00 Warn when `group_by_length` is silently ignored for iterable Brief warning-focused title without Chat 2026-07-17
pr 0.00 fix: correct typos in comments Only a terse changelog-style title and n 2026-07-21
pr 0.00 Fix Whisper integration tests dtype mismatch and max_length Only PR template and human-written title 2026-07-20