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1.00 |
OpenVINO HF Exporter (#47003) |
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Commit message contains explicit AI assi |
2026-09-22 |
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1.00 |
[docs] Fix legacy hf CLI references (transformers) (#48988) |
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Commit message contains explicit AI assi |
2026-09-22 |
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1.00 |
Summarization examples: download NLTK punkt_tab, not punkt ( |
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Commit message contains explicit AI assi |
2026-09-22 |
| commit |
1.00 |
Fix static cache per layer head shapes (#48619) |
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Commit message contains explicit AI assi |
2026-09-22 |
| commit |
1.00 |
Let `prefix_allowed_tokens_fn` override model `-inf` and rai |
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Commit message contains explicit AI assi |
2026-09-21 |
| commit |
1.00 |
Fix vibevoice TTS batched audio index (#48902) |
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Commit message contains explicit AI assi |
2026-09-21 |
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1.00 |
Reduce peak memory in examples_torch CI job (OOM fix) (#4898 |
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Commit message contains explicit AI assi |
2026-09-21 |
| commit |
1.00 |
Fix more stuff (#48979) |
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Commit message contains explicit AI assi |
2026-09-21 |
| commit |
1.00 |
Resolve the Hub revision once per load instead of passing a |
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Commit message contains explicit AI assi |
2026-09-21 |
| commit |
1.00 |
Fix possessive typo in Whisper long-form warning (#48877) |
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Commit message contains explicit AI assi |
2026-09-18 |
| commit |
1.00 |
Standardise Aria's MoE onto the experts interface (#48907) |
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Commit message contains explicit AI assi |
2026-09-18 |
| commit |
1.00 |
Clean up some MoE models' integration tests (#48833) |
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Commit message contains explicit AI assi |
2026-09-17 |
| commit |
1.00 |
Mark test_generate_with_static_cache as flaky for olmo and b |
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Commit message contains explicit AI assi |
2026-09-17 |
| commit |
1.00 |
[Chat Parsing] Coerce oneOf tool arguments (#48719) |
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Commit message contains explicit AI assi |
2026-09-17 |
| commit |
1.00 |
Make LongcatFlashConfig self-consistent without building the |
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Commit message contains explicit AI assi |
2026-09-17 |
| commit |
1.00 |
Fix GLM rope_parameters dict shared mutation across test ins |
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Commit message contains explicit AI assi |
2026-09-17 |
| commit |
1.00 |
Fix Glm4MoeIntegrationTest: split into 3 tests, switch to GL |
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Commit message contains explicit AI assi |
2026-09-16 |
| commit |
1.00 |
Fix flaky RfDetr test_save_load (#48869) |
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Commit message contains explicit AI assi |
2026-09-16 |
| commit |
1.00 |
Fix ESMFold2 ligand iPLDDT weighting: mol_type non-polymer c |
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Commit message contains explicit AI assi |
2026-09-16 |
| commit |
1.00 |
docs: fix broken #combining-with-fsdp2 anchor in expert_para |
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Commit message contains explicit AI assi |
2026-09-16 |
| commit |
1.00 |
Detect nested rope_parameters without relying on layer_types |
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Commit message contains explicit AI assi |
2026-09-15 |
| commit |
1.00 |
Relax static-cache tolerance in test_generate_with_static_ca |
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Commit message contains explicit AI assi |
2026-09-15 |
| commit |
1.00 |
Pin utf-8 in test_can_init_all_missing_weights source read ( |
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Commit message contains explicit AI assi |
2026-09-15 |
| pr |
1.00 |
Claude/linear context architecture a35c6h |
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PR body explicitly mentions AI collabora |
2026-09-13 |
| pr |
1.00 |
🚨 Exporters Runtimes : Export and run any Transformers model |
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PR body explicitly mentions AI collabora |
2026-09-21 |
| pr |
1.00 |
Finegrained kernels: unified quantization kernels api (separ |
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2026-09-22 |
| pr |
1.00 |
Add chat input sanitization |
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The author explicitly states that a code |
2026-07-17 |
| pr |
1.00 |
Fix/asr batched multichannel mono v3 |
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PR body explicitly mentions AI collabora |
2026-09-22 |
| pr |
1.00 |
Fix RGB early-return skipping PNG tRNS compositing |
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PR body explicitly mentions AI collabora |
2026-09-22 |
| pr |
1.00 |
Finegrained kernels: unified quantization kernels api |
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PR body explicitly mentions AI collabora |
2026-08-18 |
| pr |
1.00 |
OpenVINO HF Exporter |
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PR body explicitly mentions AI collabora |
2026-07-01 |
| pr |
1.00 |
tests: skip the symlinked hub-cache test when symlinks are u |
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PR body explicitly mentions AI collabora |
2026-09-05 |
| pr |
1.00 |
[docs] Fix legacy hf CLI references (transformers) |
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Explicitly states it was generated with |
2026-09-21 |
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1.00 |
Summarization examples: download NLTK punkt_tab, not punkt |
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Explicitly states that the text was gene |
2026-09-22 |
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1.00 |
Fix t5 tokenizer charsmap |
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2026-09-21 |
| pr |
1.00 |
Fix missing hf_device_map when accelerate_dispatch is skippe |
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PR body explicitly mentions AI collabora |
2026-09-21 |
| pr |
1.00 |
docs(optimization): standardize 'Return:' to 'Returns:' in s |
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2026-09-20 |
| pr |
1.00 |
Granite for Docling |
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The description explicitly discloses dra |
2026-09-22 |
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1.00 |
Add LLaVA-OneVision-1.5 model |
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PR body explicitly mentions AI collabora |
2026-09-17 |
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1.00 |
[vLLM] Fix video token counting for Transformers backend vid |
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2026-09-17 |
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1.00 |
Enable compressed-tensors FP8 kernels on MPS (torch >= 2.15) |
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PR body explicitly mentions AI collabora |
2026-09-21 |
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1.00 |
fix: make auto_docstring import-time performance test robust |
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2026-08-20 |
| pr |
1.00 |
[generate] Opt-in normalized repetition penalty |
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PR body explicitly mentions AI collabora |
2026-09-09 |
| pr |
1.00 |
Fix CSM audio embeddings not being tied on transformers v5 |
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2026-09-21 |
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0.95 |
Serve legacy module aliases through a sys.meta_path finder |
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The author explicitly identifies this as |
2026-09-21 |
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0.72 |
fix(deps): update GitPython, nltk, dill, and pandas constrai |
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Highly polished, enumerated security sum |
2026-09-21 |
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0.62 |
fix: resolve function name collision in optimization.py, ded |
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Formulaic exhaustive summary with artifi |
2026-09-21 |
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0.30 |
[SAM3] Enable single-scale input support in Mask Decoder |
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2025-12-26 |
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0.28 |
ci(docker): upgrade EOL Ubuntu 18.04/CUDA 10.2 GPU Dockerfil |
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Template-like numbered changelog and gen |
2026-09-21 |
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0.25 |
Feat: Add Kimi K3 architecture support |
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2026-09-17 |
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0.18 |
[DON'T MERGE] debug mem issues |
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Highly polished diagnostic narrative, bu |
2026-09-17 |
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0.12 |
feat(perf)L optimisation for pp-ocrv5/6 detection data movem |
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2026-09-22 |
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0.12 |
docs: Document DynamicCache API removals in v5 migration gui |
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2026-09-12 |
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Support for MoE in the GGUF integration (#48529) |
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Detailed domain terminology is polished |
2026-09-15 |
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0.08 |
[Executorch] Add MLX recipe |
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2026-09-17 |
| pr |
0.08 |
Preserve full request history for continuous batching logits |
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2026-09-01 |
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0.08 |
Honor null tokenizer_file in tokenizer_config.json |
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2026-09-21 |
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0.08 |
Keep special token ids the tokenizer does not define |
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2026-09-11 |
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0.08 |
Fix special token erasure in align_special_tokens |
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2026-09-07 |
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0.08 |
Replace datasets that no longer load with maintained uploads |
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2026-09-22 |
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0.08 |
gguf user defined tokens |
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2026-09-22 |
| pr |
0.08 |
Update tokenizer gguf support |
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Brief generic wording is somewhat polish |
2026-09-09 |
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0.08 |
Add LoMa keypoint matching model |
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Detailed model-specific implementation a |
2026-07-18 |
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0.07 |
QA: Check for a leaked class fixture at the class boundary |
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Specific fixture behavior and planned re |
2026-09-21 |
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0.06 |
fix(utils): support tuple and set typed fields in HfArgument |
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Technical diagnosis and test details are |
2026-08-30 |
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0.06 |
This PR generalizes continuous batching graph support from C |
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Technical accelerator details and review |
2026-08-27 |
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0.05 |
Fix mask creation not being skipped under `torch.compile` |
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Detailed implementation and testing disc |
2026-09-21 |
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0.05 |
DIstributed branch base |
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Typos, shorthand, and project-specific d |
2026-05-28 |
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0.05 |
Add WeatherNext 2 weather forecasting model |
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Rich domain-specific measurements and un |
2026-08-10 |
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Fix sliding window cache when assistant model calls generate |
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Detailed reproducible test plan and cach |
2026-09-17 |
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0.04 |
[docs] CB cache behavior |
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Concise documentation summary uses repos |
2026-09-22 |
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0.04 |
[generation] Encode multimodal data only once |
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Informal wording and concrete multimodal |
2026-05-05 |
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0.04 |
Add pose estimation keypoint preprocessing to Sapiens2ImageP |
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Specific implementation details, test re |
2026-07-09 |
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0.04 |
Return router logits from every MoE model that computes them |
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2026-09-18 |
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0.04 |
🚨 Remap indexers layer_type |
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Brief, informal explanation with reposit |
2026-09-21 |
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0.04 |
[generate] Simplify candidate generators by removing require |
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Informal phrasing and focused rationale |
2026-09-21 |
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0.04 |
Fix SwitchTransformers Top1 router: raw logits, expert capac |
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Deep domain-specific debugging details a |
2026-08-30 |
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Fix RecurrentGemma compiled generation with StaticCache (#48 |
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Detailed technical rationale and signed- |
2026-09-22 |
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0.03 |
Fix SwitchTransformers Top1 router: raw logits, expert capac |
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Detailed domain-specific regression anal |
2026-09-21 |
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0.03 |
Keep image processor backends in sync on keys and dtypes (#4 |
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Specific implementation details and conc |
2026-09-21 |
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0.03 |
Fix docstring argument names that don't match signatures (#4 |
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Clear, domain-specific documentation fix |
2026-09-17 |
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0.03 |
Don't fail model loading when the accelerator can't report f |
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Detailed backend-specific diagnosis and |
2026-09-17 |
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0.03 |
Fix `StaticCache` for Mllama and enable `torch.compile` (#48 |
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Detailed benchmark and implementation co |
2026-09-17 |
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0.03 |
[docs] Loading behavior |
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2026-09-22 |
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0.03 |
Trainer resume with weight conversion |
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Brief technical description with natural |
2026-09-22 |
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0.03 |
fix(trainer): Apply weight conversions when resuming from a |
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2026-09-15 |
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0.03 |
Use namespaced dataset ids in docs and PyTorch examples |
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Specific dataset counts and repository d |
2026-09-22 |
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0.03 |
Add image processing tester init |
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Natural typos, shorthand, and repository |
2026-09-15 |
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0.03 |
Fix odd head_dim validation for RoPE configurations |
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Detailed issue references and targeted t |
2026-09-04 |
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0.03 |
Fix static cache per layer head shapes |
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Concise, model-specific debugging detail |
2026-09-08 |
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0.03 |
PEFT x Dtensor-based TP integration |
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Brief description includes a natural gra |
2026-09-02 |
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0.03 |
Fix additional_special_tokens data loss with extra_special_t |
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Specific bug details, testing limitation |
2026-08-09 |
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0.03 |
Update ggml kernels path |
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Terse wording, specific migration contex |
2026-09-21 |
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0.03 |
🚨 Speed up detr image processing |
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Informal tone, benchmark details, and re |
2026-08-18 |
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0.03 |
[generate] Always correctly restrict assisted decoding with |
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Informal wording and specific generator |
2026-09-21 |
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0.03 |
Add opt-in strict checkpoint loading to from_pretrained |
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Concise, issue-specific technical writin |
2026-09-20 |
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0.03 |
Keep `attention_mask` as `None` in OPT's causal mask creatio |
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Specific benchmark data and nuanced impl |
2026-09-22 |
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0.03 |
Fix the `labels` docstring of CLIPSegForImageSegmentation |
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2026-09-22 |
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0.02 |
updated GraniteMoeHybrid expectations (CPU) (#49016) |
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Minimal follow-up note with an unresolve |
2026-09-22 |
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0.02 |
[vLLM] Fix video token counting for Transformers backend vid |
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2026-09-22 |
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0.02 |
Contract the mamba2 chunk scan with einsum instead of broadc |
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Highly specific memory measurements and |
2026-09-21 |
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0.02 |
Fix image processor class-level size mutation and min_pixels |
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2026-09-21 |
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0.02 |
Add pose estimation keypoint preprocessing to Sapiens2ImageP |
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Iterative technical commit history inclu |
2026-09-21 |
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0.02 |
Align special tokens on the text config (#48847) |
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Detailed domain-specific diagnosis and i |
2026-09-18 |
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DOC: Improve documentation for remap_legacy_layer_types func |
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Commit history is terse and references R |
2026-09-18 |
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docs: fix docstring parameters that do not match signatures |
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Uses precise parameter and class names w |
2026-09-18 |
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Size the device_map buffer from the largest leaf module (#47 |
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Specific implementation details and sign |
2026-09-18 |
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🚨 [vLLM] Fix video token counting for Transformers backend v |
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Terse commit history with specific autho |
2026-09-17 |
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Always materialize the causal mask in Doge so sdpa stays cau |
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2026-09-17 |
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Fix Idefics2 padding when the first example has no image (#4 |
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Specific processor and CI fixes with ter |
2026-09-17 |
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[`feat`] Allow untying `hidden_states[-1]` from `last_hidden |
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Technical feature description and focuse |
2026-09-17 |
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Fix DFlash sampled candidates losing the batch dimension (#4 |
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2026-09-17 |
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Add test for causal only variant of some encoder-decoder mod |
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2026-09-16 |
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Fix `reset` on the dynamic cache layers (#48809) |
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2026-09-16 |
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[GPTNeoXJapanese] Fix RoPE ignoring partial_rotary_factor (# |
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Domain-specific explanation includes inf |
2026-09-16 |
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0.02 |
Qwen3.8 GGUF (#48660) |
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2026-09-15 |
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[CI] Add link checker (#48160) |
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2026-09-15 |
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[docs] gguf (#46357) |
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2026-09-15 |
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[Fix] Clean-up ternaries in the DeepSeek family (#48447) |
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Fragmentary review notes and repository- |
2026-09-15 |
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Fix `AutoModel.from_pretrained` not restoring `modules_to_sa |
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Specific PEFT implementation details ind |
2026-09-14 |
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Modular playground |
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Specific implementation notes, typos, an |
2026-02-04 |
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[PoC] End to end vision exports |
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2026-08-20 |
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Fix RecurrentGemma compiled generation with StaticCache |
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Specific implementation rationale and co |
2026-09-20 |
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Fix mps autocast handling in rotary embeddings |
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2026-09-22 |
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Allow registering new processing backends |
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2026-09-21 |
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0.02 |
FSDP x TP Saving / Loading |
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Domain-specific distributed-training det |
2026-09-14 |
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[`distributed`] Add expert-parallel token dispatch, default |
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2026-09-16 |
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[`distributed`] decoupled tp_plan and ep_plan |
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2026-09-16 |
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[`distributed`]: Fix DeepSeek-V4 tied embeddings with combin |
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2026-09-15 |
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[`distributed`] Add dense and expert device mesh |
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2026-09-16 |
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QA: applied ruff rule PLW1514 |
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Terse informal wording and mention of Ru |
2026-09-21 |
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0.02 |
Fix: SentencePieceBackend.convert_tokens_to_string dropping |
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Extremely terse restoration note with no |
2026-09-18 |
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0.02 |
fix-mask-skip-tracing |
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2026-09-18 |
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[docs] Context parallelism during eval |
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2026-09-09 |
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Let `prefix_allowed_tokens_fn` override model `-inf` and rai |
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Specific behavioral analysis and a natur |
2026-09-18 |
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Added more usage of MemoryCleanupMixin (#49011) |
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Terse, repository-specific commit wordin |
2026-09-22 |
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0.01 |
Keep special token ids the tokenizer does not define (#48708 |
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Specific tokenizer terminology and incre |
2026-09-22 |
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0.01 |
Deprecate min-max pixels (#49021) |
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Informal “lol” and terse test notes stro |
2026-09-22 |
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0.01 |
Fix assisted decoding for VLM due to dropping attn mask (#4 |
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Very terse, project-specific fixes with |
2026-09-22 |
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fix noisy comments (#49013) |
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Brief technical wording and incremental |
2026-09-22 |
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0.01 |
Fix mps autocast handling in rotary embeddings (#49006) |
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Short, specific commit message lacks AI- |
2026-09-22 |
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0.01 |
Enable compressed-tensors FP8 kernels on MPS (torch >= 2.15) |
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Fragmentary technical wording is charact |
2026-09-22 |
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Update ggml kernels path (#48991) |
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Concise project-specific wording and sho |
2026-09-22 |
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0.01 |
Update tokenizer gguf support (#48656) |
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Informal wording, typos, and terse fixes |
2026-09-22 |
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0.01 |
🚨 Speed up detr image processing (#48066) |
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Brief, repository-specific commit notes |
2026-09-22 |
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QA: applied ruff rule PLW1514 (#48990) |
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A concise, technical QA commit message w |
2026-09-22 |
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0.01 |
[generate] Always correctly restrict assisted decoding with |
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Terse implementation notes and specific |
2026-09-22 |
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0.01 |
🚨 Remap indexers layer_type (#48974) |
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Informal, iterative commit notes and dom |
2026-09-22 |
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0.01 |
[generate] Simplify candidate generators by removing require |
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Short technical commits with informal co |
2026-09-22 |
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Fix Qwen3OmniMoeIntegrationTest OOM (#48987) |
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Terse technical fix title with a normal |
2026-09-21 |
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[CB] [Major] Upgrade the cache to support different attentio |
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Messy, terse commit log strongly reflect |
2026-09-21 |
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Fix typos in DeepseekV4 comments (#48953) |
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Brief typo-fix commits and standard co-a |
2026-09-21 |
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Better attn default for gguf (#48935) |
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2026-09-21 |
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Skip an unnecessary image copy in the torchvision image norm |
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2026-09-21 |
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Fix infeasible cost matrix errors in hugarian matcher losses |
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2026-09-21 |
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Fix AXK2 integration test: update CUDA expected text and ren |
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Terse, specific test changes and a norma |
2026-09-18 |
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docs: fix dead doc links in i18n READMEs and the xlnet docst |
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2026-09-18 |
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0.01 |
Improve lazy import error messages (#48602) |
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Incremental commit titles and specific t |
2026-09-18 |
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fix(vibevoice-asr): use integer ceiling division for audio t |
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2026-09-18 |
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Update arXiv citation in NeoMME model doc (#48926) |
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2026-09-18 |
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[`DSA`] Only save latents on dsa with indexer as well (#4887 |
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Informal terse updates and a concrete te |
2026-09-17 |
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Add auto_docstring task model overrides (#47815) |
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Short iterative commit messages are char |
2026-09-17 |
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[Improvement] Rework the docstring and comments of mHC (#488 |
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2026-09-17 |
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[CB] Add pause mechanism (#48462) |
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Terse iterative commit notes and typo in |
2026-09-17 |
| commit |
0.01 |
Fix Pixtral image processor do_pad option (#48872) |
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Brief, specific fix description with a s |
2026-09-17 |
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0.01 |
Fix Minimax M2 partial_rotary_factor by remapping legacy rot |
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Highly domain-specific RoPE details and |
2026-09-17 |
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0.01 |
Fix kosmos (#48853) |
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Extremely terse fix message, with no AI- |
2026-09-16 |
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0.01 |
[generate] Make all methods and logits processors agnostic t |
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Terse technical notes contain a typo and |
2026-09-16 |
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0.01 |
QA: deactivate rule 41 (#48852) |
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Brief conventional QA commit message. |
2026-09-16 |
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0.01 |
🚨 🚨Bring some dinos to modern standards (#46266) |
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Typos, shorthand, and iterative developm |
2026-09-15 |
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0.01 |
[apply_chat_template] pass sampling_rate to call (#48794) |
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Terse commits and human co-author traile |
2026-09-15 |
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0.01 |
[generate] Drop attention mask early without padding (#48814 |
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Informal typos and terse debugging notes |
2026-09-15 |
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0.01 |
[utils] Add MUSA support for Flash Attention 2 (#48612) |
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Specific implementation changes and co-a |
2026-09-15 |
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0.01 |
:rotating_light: [`Kernels`] Bump version (#48714) |
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Very terse fixes with an informal aside |
2026-09-15 |
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0.01 |
Fix decoder only path for older bert variants (#48785) |
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Terse bullets and typos strongly indicat |
2026-09-15 |
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0.01 |
[docs] mrope and axial rope (#48717) |
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Terse commit-style notes with no AI phra |
2026-09-14 |
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0.01 |
[Enhancement] Get rid of "paged|" implementations |
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Draft text and informal review summary s |
2026-09-18 |
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0.01 |
:rotating_light: Infer config class default fields without i |
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Informal phrasing, typos, and Slack refe |
2026-08-25 |
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0.01 |
Added more usage of MemoryCleanupMixin |
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Very terse and informal description, typ |
2026-09-22 |
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0.01 |
Fix assistant masks for processors |
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Informal wording and reviewer-focused ca |
2026-09-14 |
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0.01 |
Add MOSS-Transcribe-Diarize model |
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Minimal informal note and automated revi |
2026-08-28 |
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0.01 |
Fix assisted decoding for VLM due to dropping attn mask |
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Contains a concrete traceback, test path |
2026-09-22 |
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0.01 |
Deprecate min-max pixels |
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Informal shorthand and typos strongly su |
2026-09-22 |
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0.01 |
fix(zamba): add use_associative_scan config flag to avoid t |
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Uses precise model-specific details and |
2026-08-26 |
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0.01 |
fix noisy comments |
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Very terse wording and grammatical mista |
2026-09-22 |
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0.01 |
Maybe just load a tokenizer when loading `gen_config` |
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Minimal, issue-focused text with no appa |
2026-09-22 |
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0.01 |
updated GraniteMoeHybrid expectations (CPU) |
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Brief follow-up description is consisten |
2026-09-22 |
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0.01 |
:rotating_light: Kernels=True ?! |
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Extremely terse, informal wording is cha |
2026-08-04 |
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0.01 |
luke fixe |
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Typos, shorthand, and terse phrasing str |
2026-08-29 |
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0.01 |
Fix Qwen3OmniMoeIntegrationTest OOM during from_pretrained |
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Very brief, issue-focused summary with n |
2026-09-21 |
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0.01 |
feat: use safetensors prefetch api |
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Extremely terse performance note with pr |
2026-09-18 |
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0.01 |
[CB] [Major] Upgrade the cache to support different attentio |
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Typos, informal wording, and detailed de |
2026-08-06 |
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0.00 |
Fix tests due to dropping attn mask (#48903) |
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Highly terse, informal commit fragments |
2026-09-18 |
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0.00 |
Modular conversion small fix (#48934) |
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Extremely terse commit messages with inf |
2026-09-18 |
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0.00 |
Fix compile cache tests (#48923) |
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Terse, informal fix description with no |
2026-09-18 |
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0.00 |
Fix T5 tied weights order for lm_head (#48238) |
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Brief, issue-focused title with no AI in |
2026-09-18 |
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0.00 |
[serge] Fix 3 integration tests for model `deepseek_vl` fail |
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2026-09-17 |
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0.00 |
fix(ci): harden GitHub Actions workflows (#48160) (#48834) |
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2026-09-16 |
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0.00 |
[`distributed`]: adapt Trainer to work Expert Parallel |
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The terse “not ready yet” note is clearl |
2026-09-16 |
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0.00 |
[cache] Make StaticCache buckets |
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Only a terse title and template heading |
2026-09-22 |
