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huggingface/transformers

// all events — 2026-09-18

Type AI Score Description Actor Reason Date
commit 1.00 Clean up some MoE models' integration tests (#48833) Commit message contains explicit AI assi 2026-09-17
commit 1.00 Mark test_generate_with_static_cache as flaky for olmo and b Commit message contains explicit AI assi 2026-09-17
commit 1.00 [Chat Parsing] Coerce oneOf tool arguments (#48719) Commit message contains explicit AI assi 2026-09-17
commit 1.00 Make LongcatFlashConfig self-consistent without building the Commit message contains explicit AI assi 2026-09-17
commit 1.00 Fix GLM rope_parameters dict shared mutation across test ins Commit message contains explicit AI assi 2026-09-17
commit 1.00 Fix Glm4MoeIntegrationTest: split into 3 tests, switch to GL Commit message contains explicit AI assi 2026-09-16
commit 1.00 Fix flaky RfDetr test_save_load (#48869) Commit message contains explicit AI assi 2026-09-16
commit 1.00 Fix ESMFold2 ligand iPLDDT weighting: mol_type non-polymer c Commit message contains explicit AI assi 2026-09-16
commit 1.00 docs: fix broken #combining-with-fsdp2 anchor in expert_para Commit message contains explicit AI assi 2026-09-16
commit 1.00 Detect nested rope_parameters without relying on layer_types Commit message contains explicit AI assi 2026-09-15
commit 1.00 Relax static-cache tolerance in test_generate_with_static_ca Commit message contains explicit AI assi 2026-09-15
commit 1.00 Pin utf-8 in test_can_init_all_missing_weights source read ( Commit message contains explicit AI assi 2026-09-15
commit 1.00 Add integration tests for MuseGlimmerAssistantModel (#48796) Commit message contains explicit AI assi 2026-09-14
commit 1.00 Fix hidden state selection on Gemma4 assistant's first prefi Commit message contains explicit AI assi 2026-09-14
commit 1.00 Fix Glm4vMoeIntegrationTest: offload_folder + MemoryCleanupM Commit message contains explicit AI assi 2026-09-14
commit 1.00 Switch daily CI to torch 2.14 — update expected outputs (#48 Commit message contains explicit AI assi 2026-09-13
commit 1.00 [DeepseekV3] OOM cascade root-cause investigation (generator Commit message contains explicit AI assi 2026-09-11
commit 1.00 Fix D-FINE / RT-DETR main loss being computed over the denoi Commit message contains explicit AI assi 2026-09-11
commit 1.00 Synthetic test assets (#48589) Commit message contains explicit AI assi 2026-09-10
commit 1.00 [MusicgenMelody] Fix conditioning silently dropped at genera Commit message contains explicit AI assi 2026-09-10
commit 1.00 Assert cached decode matches recomputing without a cache (#4 Commit message contains explicit AI assi 2026-09-10
commit 1.00 Mirror the registered pytree flatten when building automatic Commit message contains explicit AI assi 2026-09-10
commit 1.00 [fix] Fix GlmOcr integration tests: wrong token IDs and imag Commit message contains explicit AI assi 2026-09-09
commit 1.00 [CI] Deduplicate Nvidia/AMD CI reply comments and add header Commit message contains explicit AI assi 2026-09-09
pr 1.00 Restore the Unicode whitespace set in the GPT-SW3 tokenizer PR body explicitly mentions AI collabora 2026-09-17
pr 1.00 [vLLM] Fix video token counting for Transformers backend vid The description explicitly states that A 2026-09-17
pr 1.00 OpenVINO HF Exporter PR body explicitly mentions AI collabora 2026-07-01
pr 1.00 Finegrained kernels: unified quantization kernels api PR body explicitly mentions AI collabora 2026-08-18
pr 1.00 Standardise Aria's MoE onto the experts interface The description explicitly says it was g 2026-09-17
pr 1.00 docs: fix docstring parameters that do not match signatures PR body explicitly mentions AI collabora 2026-09-17
pr 1.00 docs: fix dead doc links in i18n READMEs and the xlnet docst PR body explicitly mentions AI collabora 2026-09-17
pr 1.00 🚨 [vLLM] Fix video token counting for Transformers backend v Explicitly states that AI assistance was 2026-09-17
pr 1.00 Mark test_generate_with_static_cache as flaky for olmo and b Explicitly says the PR was generated wit 2026-09-16
pr 1.00 Fix docstring argument names that don't match signatures Explicitly discloses using an AI assista 2026-09-02
pr 1.00 Resolve the Hub revision once per load instead of passing a PR body explicitly mentions AI collabora 2026-07-28
pr 1.00 Fix vibevoice TTS batched audio index Explicitly states Claude helped create t 2026-09-17
pr 1.00 Always materialize the causal mask in Doge so sdpa stays cau PR body explicitly mentions AI collabora 2026-09-15
pr 1.00 Fix infeasible cost matrix errors in hugarian matcher losses PR body explicitly mentions AI collabora 2026-08-03
pr 1.00 Key the tied-embedding TP rule on the model's input embeddin Explicitly discloses use of Claude Code 2026-09-13
pr 1.00 Skip an unnecessary image copy in the torchvision image norm PR body explicitly mentions AI collabora 2026-09-17
pr 1.00 [Chat Parsing] Coerce oneOf tool arguments Explicitly states the change was develop 2026-09-11
pr 1.00 Make LongcatFlashConfig self-consistent without building the Explicitly states AI assistance and incl 2026-09-17
pr 1.00 Expose `use_associative_scan` in ZambaConfig PR body explicitly mentions AI collabora 2026-09-02
pr 1.00 [Bugfix] Register conversion patterns for standalone text su PR body explicitly mentions AI collabora 2026-09-16
pr 1.00 Fix possessive typo in Whisper long-form warning Explicitly states it was made with Curso 2026-09-16
pr 1.00 fix(vibevoice_asr): use integer arithmetic for audio token c PR body explicitly mentions AI collabora 2026-09-17
pr 1.00 [ImageGPT] Fix cross-attention crashing, dropping the encode PR body explicitly mentions AI collabora 2026-09-10
pr 1.00 Fix `base_model_prefix` in the PP-OCR detectors, CLIPSeg, Ti PR body explicitly mentions AI collabora 2026-09-16
pr 1.00 Fix Pixtral image processor do_pad option PR body explicitly mentions AI collabora 2026-09-16
pr 1.00 Don't fail model loading when the accelerator can't report f PR body explicitly mentions AI collabora 2026-08-20
pr 1.00 Fix Idefics2 padding when the first example has no image The author explicitly discloses that AI 2026-09-13
pr 1.00 Add LLaVA-OneVision-1.5 model PR body explicitly mentions AI collabora 2026-09-17
pr 1.00 Apertus 1.5: add model PR body explicitly mentions AI collabora 2026-07-31
pr 1.00 Fix DFlash sampled candidates losing the batch dimension The author explicitly states the PR was 2026-08-25
pr 1.00 [CB] Add pause mechanism Explicitly states that an AI agent wrote 2026-09-01
pr 1.00 [perf] Qwen3.5-9B full fine-tuning with FSDP2 on 8x B200: 0. PR body explicitly mentions AI collabora 2026-09-10
pr 1.00 [BitNet] Support use_sub_norms=False for weight-quant-only c PR body explicitly mentions AI collabora 2026-09-02
pr 1.00 [generate] Opt-in normalized repetition penalty PR body explicitly mentions AI collabora 2026-09-09
pr 1.00 Fix torchao MoE custom-parameter quantization during load PR body explicitly mentions AI collabora 2026-09-11
commit 0.80 QA: Added a `MemoryCleanupMixin` class for tests (#48681) The text explicitly refers to an agent a 2026-09-11
pr 0.45 Feat: Add Kimi K3 architecture support Highly structured and polished, but incl 2026-09-17
pr 0.35 [Gemma4] Support bool mask for logits_to_keep, expose last_h Detailed and polished, but includes subs 2026-09-17
pr 0.25 fix(vibevoice-asr): use integer ceiling division for audio t Very polished explanation, though the pr 2026-09-16
pr 0.25 Add BerryLM Detailed, domain-specific technical pros 2026-09-17
pr 0.20 Add an FP8 backend to `QuantizedCache` Polished but highly technical explanatio 2026-09-10
pr 0.20 docs: add contribution guide for huggingface/transformers Automated-submission boilerplate, but no 2026-09-04
pr 0.18 This PR generalizes continuous batching graph support from C Polished change list, but it uses highly 2026-08-27
pr 0.18 [generate] Fix CUDAGraphs tensor overwrite for encoder-decod Specific root-cause analysis and informa 2026-08-21
pr 0.15 [Executorch] Add MLX recipe Polished structure, but the backend-spec 2026-09-17
pr 0.15 Add auto_docstring task model overrides Concise, repository-specific summary wit 2026-08-06
pr 0.14 FSDP x TP Saving / Loading, Planner / Writer based solution Polished technical summary, but no clear 2026-09-15
pr 0.12 Clean up some MoE models' integration tests Well-structured technical summary, but c 2026-09-15
pr 0.12 FSDP x TP Saving / Loading Technical detail and grammatical errors 2026-09-14
pr 0.12 Fix Minimax M2 partial_rotary_factor by remapping legacy rot Concise domain-specific fix description 2026-09-02
pr 0.12 Fix odd head_dim validation for RoPE configurations Polished technical explanation grounded 2026-09-04
pr 0.10 Support per-layer cache configuration and attention-mask sel Concise, technical description with no n 2026-08-21
pr 0.10 Support mass-preserving label smoothing for multi-label clas Mathematical and repository-specific det 2026-09-11
pr 0.10 Fix `StaticCache` for Mllama and enable `torch.compile` Detailed repro and implementation notes 2026-08-20
commit 0.08 Support for MoE in the GGUF integration (#48529) Detailed domain terminology is polished 2026-09-15
pr 0.08 Fix quantized cache Informal phrasing, typos, and detailed d 2026-09-11
pr 0.08 fix(glm5_next): pass **kwargs, not the kwargs dict, to RMSNo Highly polished and systematic, but cont 2026-09-16
pr 0.08 [`feat`] Allow untying `hidden_states[-1]` from `last_hidden Technical and personal phrasing appears 2026-08-19
pr 0.08 Honor `config.output_router_logits` in the MoE VLM wrappers Detailed domain-specific analysis with r 2026-09-17
pr 0.08 Fix DynamicCache.reset() leaving the cache in a corrupt, non Specific reproduction, root-cause analys 2026-09-03
pr 0.08 Fix NPU SDPA path silently discarding additive attention bia Extensive hardware-specific evidence and 2026-09-16
pr 0.06 Fix batched multi-channel to mono conversion in ASR feature Detailed domain-specific bug analysis an 2026-09-14
commit 0.05 Keep the expert-parallel sentinel slots out of the router gr Specific implementation details and info 2026-09-11
pr 0.05 Fix Mistral4 tests Terse, domain-specific title with no AI- 2026-03-18
commit 0.04 Fix sliding window cache when assistant model calls generate Detailed reproducible test plan and cach 2026-09-17
commit 0.04 Fix slow integration tests on XPU (#48611) Detailed XPU diagnostics and measurement 2026-09-11
pr 0.04 🚨 Distributed training API Detailed, domain-specific PR chain is co 2026-03-25
pr 0.04 Fix tests due to dropping attn mask Specific failures, abbreviations, typos, 2026-09-17
pr 0.04 [`distributed`]: Fix DeepSeek-V4 tied embeddings with combin Specific distributed-training details an 2026-09-15
commit 0.03 Fix docstring argument names that don't match signatures (#4 Clear, domain-specific documentation fix 2026-09-17
commit 0.03 Don't fail model loading when the accelerator can't report f Detailed backend-specific diagnosis and 2026-09-17
commit 0.03 Fix `StaticCache` for Mllama and enable `torch.compile` (#48 Detailed benchmark and implementation co 2026-09-17
commit 0.03 Fix silently random-initializing `RTDetrModel`/`SEWDForCTC` Detailed technical explanation uses spec 2026-09-14
commit 0.03 add HyperClovaX Vision (#44314) Terse, varied commit notes and explicit 2026-09-11
commit 0.03 Skip the expert-parallel sentinel masking when expert parall Detailed domain-specific changelog with 2026-09-10
commit 0.03 Fix deepspeed ci (#48640) Highly specific CI diagnosis and fixes i 2026-09-10
pr 0.03 [`MLA`] Add native FA4 support Very brief, informal status update with 2026-09-16
pr 0.03 Refactor core_model_loading to support FSDP shard-on-read lo Specific FSDP details and informal TODO 2026-03-24
pr 0.03 🚨🚧 FeatureExtractor → AudioProcessor Minimal template content and informal wo 2026-03-02
pr 0.03 Fix assistant masks for processors Informal phrasing and concrete implement 2026-09-14
pr 0.03 Allow training for DS3.2 lightning indexer Specific model context and casual wordin 2026-09-16
pr 0.03 Add validation: warn when pad_token_id is in eos_token_id li Detailed issue-specific diagnosis and te 2026-08-17
pr 0.03 Let continuous batching page the call, not the model Highly specific implementation details a 2026-09-12
pr 0.03 [Improvement] Rework the docstring and comments of mHC Informal wording and typo strongly sugge 2026-09-17
pr 0.03 Add SGLang compatibility tests to Transformers CI Brief, concrete CI description with proj 2026-09-17
pr 0.03 fix(trainer): Apply weight conversions when resuming from a Specific checkpoint and MoE details plus 2026-09-15
pr 0.03 [`distributed`] decoupled tp_plan and ep_plan Uses precise distributed-systems termino 2026-09-16
commit 0.02 🚨 [vLLM] Fix video token counting for Transformers backend v Terse commit history with specific autho 2026-09-17
commit 0.02 Always materialize the causal mask in Doge so sdpa stays cau Brief iterative commits and specific imp 2026-09-17
commit 0.02 Fix Idefics2 padding when the first example has no image (#4 Specific processor and CI fixes with ter 2026-09-17
commit 0.02 [`feat`] Allow untying `hidden_states[-1]` from `last_hidden Technical feature description and focuse 2026-09-17
commit 0.02 Fix DFlash sampled candidates losing the batch dimension (#4 Detailed domain-specific fix and normal 2026-09-17
commit 0.02 Add test for causal only variant of some encoder-decoder mod Technical, repository-specific changelog 2026-09-16
commit 0.02 Fix `reset` on the dynamic cache layers (#48809) Specific implementation and testing note 2026-09-16
commit 0.02 [GPTNeoXJapanese] Fix RoPE ignoring partial_rotary_factor (# Domain-specific explanation includes inf 2026-09-16
commit 0.02 Qwen3.8 GGUF (#48660) Terse, fragmentary changelog language is 2026-09-15
commit 0.02 [CI] Add link checker (#48160) Brief informal bullets and concrete CI r 2026-09-15
commit 0.02 [docs] gguf (#46357) Minimal, domain-specific commit notes ar 2026-09-15
commit 0.02 [Fix] Clean-up ternaries in the DeepSeek family (#48447) Fragmentary review notes and repository- 2026-09-15
commit 0.02 Fix `AutoModel.from_pretrained` not restoring `modules_to_sa Specific PEFT implementation details ind 2026-09-14
commit 0.02 Bump `peft` version requirement (#48716) Specific versioning rationale and reposi 2026-09-14
commit 0.02 Cast pixel values to the patch embedding dtype in DeepSeek-O Detailed reproduction and implementation 2026-09-14
commit 0.02 Fix TextToAudioPipeline crash for tokenizer-only models (#48 Concrete error message and API behavior 2026-09-14
commit 0.02 [InternVL] Normalize num_patches before np.cumsum (#48469) Terse, domain-specific commit message wi 2026-09-14
commit 0.02 Enable FSDP2 + expert parallelism via a 2-D (fsdp, tp) devic Detailed domain-specific changelog with 2026-09-12
commit 0.02 Add flash_attention_4 in attn_implementation AutoModel docst Short, task-specific commit messages sho 2026-09-11
commit 0.02 Fix Qwen2.5-VL temporal RoPE for fractional video intervals Concise technical commit messages contai 2026-09-11
commit 0.02 [Fix] yolos offload issue (#48688) Terse, informal commit wording with a sp 2026-09-10
commit 0.02 [higgs_audio_v2] Fix: use config.num_codebooks in audio labe Brief, concrete fix description and test 2026-09-10
commit 0.02 Fix `AutoImageProcessor` requiring torchvision when only Pil Technical test details and a normal huma 2026-09-10
commit 0.02 Register activation kernel layers on XPU (#47858) Specific kernel and XPU terminology with 2026-09-10
commit 0.02 [GLM 5.3 Flash] Preserve original names when saving text che Concise model-specific change descriptio 2026-09-10
commit 0.02 [tests] Fix NougatModelIntegrationTest: pin artifact revisio Specific test and artifact details with 2026-09-09
commit 0.02 [fix] Update stale expected strings in HunYuanVL integration Specific regression details and conventi 2026-09-09
commit 0.02 [fix] Update stale golden values and fix expected_logits sha Highly specific test behavior and shape 2026-09-09
pr 0.02 Sequence Parallel injection as a class Brief technical title and informal revie 2026-05-20
pr 0.02 Add distributed training CI Informal typos and concrete distributed- 2025-12-10
pr 0.02 Fix GLM rope_parameters dict shared mutation across test ins Specific debugging history, test counts, 2026-09-17
pr 0.02 [`DSA`] Add native FA4 support Informal, concise wording and specific t 2026-09-17
pr 0.02 logits_to_keep bool mask for all ForXXX classes, expose last Title-only contribution provides no mean 2026-09-15
pr 0.02 Add MOSS-Transcribe-Diarize model Contains almost no free-text description 2026-08-28
pr 0.02 Fix dtype cast in TimesFM 2.5 ResidualBlock for quantized we Specific dtype and quantization details 2026-06-28
pr 0.02 Translate audio classification docs to Chinese Brief, natural summary with specific doc 2026-09-17
pr 0.02 . Minimal placeholder content provides no 2026-09-17
pr 0.02 [`DSA`] Only save latents on dsa with indexer as well Concise domain-specific explanation with 2026-09-16
pr 0.02 Fix sliding window cache when assistant model calls generate Highly specific debugging details and in 2026-08-25
pr 0.02 QA: Fall back to the import name when a distribution is miss Detailed package-specific diagnosis uses 2026-08-20
pr 0.02 Auto generate model inits Terse explanation includes repository-sp 2026-08-07
pr 0.02 Fix MiniMaxM2 partial RoPE: map legacy `rotary_dim` to `part Specific configuration and numerical det 2026-08-23
pr 0.02 [generate] Make all methods and logits processors agnostic t Brief technical summary with repository- 2026-09-16
commit 0.01 [`DSA`] Only save latents on dsa with indexer as well (#4887 Informal terse updates and a concrete te 2026-09-17
commit 0.01 Add auto_docstring task model overrides (#47815) Short iterative commit messages are char 2026-09-17
commit 0.01 [Improvement] Rework the docstring and comments of mHC (#488 Extremely terse review-oriented commits 2026-09-17
commit 0.01 [CB] Add pause mechanism (#48462) Terse iterative commit notes and typo in 2026-09-17
commit 0.01 Fix Pixtral image processor do_pad option (#48872) Brief, specific fix description with a s 2026-09-17
commit 0.01 Fix Minimax M2 partial_rotary_factor by remapping legacy rot Highly domain-specific RoPE details and 2026-09-17
commit 0.01 Fix kosmos (#48853) Extremely terse fix message, with no AI- 2026-09-16
commit 0.01 [generate] Make all methods and logits processors agnostic t Terse technical notes contain a typo and 2026-09-16
commit 0.01 QA: deactivate rule 41 (#48852) Brief conventional QA commit message. 2026-09-16
commit 0.01 🚨 🚨Bring some dinos to modern standards (#46266) Typos, shorthand, and iterative developm 2026-09-15
commit 0.01 [apply_chat_template] pass sampling_rate to call (#48794) Terse commits and human co-author traile 2026-09-15
commit 0.01 [generate] Drop attention mask early without padding (#48814 Informal typos and terse debugging notes 2026-09-15
commit 0.01 [utils] Add MUSA support for Flash Attention 2 (#48612) Specific implementation changes and co-a 2026-09-15
commit 0.01 :rotating_light: [`Kernels`] Bump version (#48714) Very terse fixes with an informal aside 2026-09-15
commit 0.01 Fix decoder only path for older bert variants (#48785) Terse bullets and typos strongly indicat 2026-09-15
commit 0.01 [docs] mrope and axial rope (#48717) Terse commit-style notes with no AI phra 2026-09-14
commit 0.01 Fix kosmos flaky test (#48800) Brief informal wording and issue-specifi 2026-09-14
commit 0.01 Restore legacy tensor-parallel initialization for compatibil Concise compatibility changelog with dom 2026-09-14
commit 0.01 add kernel mapping entry for RMSNormGated, KDA, Conv1D on XP Commit history, technical jargon, and si 2026-09-14
commit 0.01 Fix inkling embedding norm (#48786) Terse informal notes with model-specific 2026-09-14
commit 0.01 Kernel api doc, part 2 (#46889) Commit-style documentation updates and h 2026-09-14
commit 0.01 fix videomae load error (#48675) Terse iterative commit notes and standar 2026-09-14
commit 0.01 unifying device_mesh init to enable PP + TP inference (#4815 Terse merge and cleanup commit messages 2026-09-12
commit 0.01 Use huggingface_hub httpx export (#48685) Brief, repetitive commit message with no 2026-09-12
commit 0.01 [CI] Replace hardcoded username allowlists with author_assoc A concise CI change description with a n 2026-09-11
commit 0.01 [`MoE`] Fix eager EP (#48653) Extremely terse commit message with no A 2026-09-10
commit 0.01 MRoPE continued (#48594) Informal phrasing, typos, and iterative 2026-09-09
commit 0.01 [Quantizaiton]support 5/6/7 bits in AutoRound (#48481) Technical shorthand, iterative commits, 2026-09-09
pr 0.01 [DON'T MERGE] debug mem issues Informal debug summary with concrete CI 2026-09-17
pr 0.01 DIstributed branch base Typos, shorthand, links, and project-spe 2026-05-28
pr 0.01 separate cpu ofloadding and mixed precision tests into mocki Informal typo and terse phrasing strongl 2026-05-26
pr 0.01 [`distributed`] Add expert-parallel token dispatch, default Short informal title and status note pro 2026-09-16
pr 0.01 Base import requirements for processors Informal phrasing, typos, and concrete r 2026-09-04
pr 0.01 [CB] [Major] Upgrade the cache to support different attentio Terse informal wording and typo strongly 2026-08-06
pr 0.01 Add Molmo2 Minimal, terse content provides no meani 2026-01-23
pr 0.01 Add K3 This is a very brief draft note with no 2026-07-31
commit 0.00 [serge] Fix 3 integration tests for model `deepseek_vl` fail — 2026-09-17
commit 0.00 fix(ci): harden GitHub Actions workflows (#48160) (#48834) — 2026-09-16
commit 0.00 [serge] Fix 12 integration tests for model `edgetam` failing — 2026-09-14
commit 0.00 [serge] Fix 1 integration test for model `flex_olmo` failing — 2026-09-11
commit 0.00 [serge] Fix 2 integration tests for model `mistral` failing — 2026-09-11
commit 0.00 [serge] Fix 2 integration tests for model `minimax` failing — 2026-09-10
commit 0.00 Update dev (#48654) Extremely terse, informal commit message 2026-09-09
commit 0.00 fix incorrect hub tokenizer class (#48641) Terse commit series with a concrete toke 2026-09-09
pr 0.00 raise error when tp_plan is used instead of distributed_conf Only a terse title and image placeholder 2026-08-03
pr 0.00 [serge] Fix 3 integration tests for model `deepseek_vl` fail — 2026-09-04