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2cc2e68d1c
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[Core][Mamba] Remove leftovers of mamba_cache_mode="all" (#60043)
Signed-off-by: zjy0516 <riverclouds.zhu@qq.com>
Signed-off-by: Jiangyun Zhu <zhujiangyun@inferact.ai>
Co-authored-by: Claude Opus 5.5 <noreply@anthropic.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
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2026-10-13 00:58:59 -07:00 |
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Woosuk KwonandClaude Opus 5.5
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e1a5086256
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[Attention] Remove cascade attention (#61126)
Signed-off-by: Woosuk Kwon <woosuk@inferact.ai>
Co-authored-by: Claude Opus 5.5 <noreply@anthropic.com>
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2026-10-12 10:41:07 -07:00 |
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Harry Huangandmergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
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c75cb63cd2
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[Qwen4Exp] support Sequence Parallelism for Qwen3.8-Flash-Next (#56322)
Signed-off-by: huanghaoyan.hhy <huanghaoyan.hhy@alibaba-inc.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
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2026-10-12 20:56:44 +08:00 |
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aoshen02andCodex
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239a3fa3a8
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[Sleep] Retain draft-private weights with existing parameter selector (#61046)
Signed-off-by: aoshen02 <aoshen@inferact.ai>
Co-authored-by: Codex <noreply@openai.com>
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2026-10-11 23:30:56 +08:00 |
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SeongJun Leeandlesj0610
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a98247ab4d
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[Model] Drop the 4x M-RoPE cache headroom for Qwen3-VL, Qwen3.5 and Qwen3.8 (#59853)
Signed-off-by: lesj0610 <lesj0610@users.noreply.github.com>
Signed-off-by: lesj0610 <lesj0610@gmail.com>
Co-authored-by: lesj0610 <lesj0610@users.noreply.github.com>
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2026-10-10 06:51:52 +00:00 |
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34051ad714
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feat: Add video support for the Transformers backend (#57441)
pre-commit / pre-run-check (push) Canceled after 0s
pre-commit / pre-commit (push) Canceled after 0s
Signed-off-by: Harshal Janjani <harshaljanjani@gmail.com>
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Co-authored-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Co-authored-by: Claude Opus 5 (1M context) <noreply@anthropic.com>
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2026-10-05 00:51:15 -07:00 |
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aoshen02andClaude Opus 5.5
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5e56e9af2a
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[Feature] Release the CUDA graph pool on sleep (#59160)
Signed-off-by: aoshen02 <aoshen@inferact.ai>
Co-authored-by: Claude Opus 5.5 <noreply@anthropic.com>
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2026-10-04 01:13:10 +00:00 |
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Harry Mellor
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9e0b6fcf77
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[CI] Bump Transformers version to 5.18.0 (#59621)
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
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2026-10-04 00:42:35 +00:00 |
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Stefano CastagnettaandClaude Opus 5
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f0b4b36890
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[Bugfix][Quantization] Detect NVFP4 in ModelOpt mixed-precision checkpoints (#56050)
Signed-off-by: Stefano Castagnetta <scastagnetta@nvidia.com>
Co-authored-by: Claude Opus 5 <noreply@anthropic.com>
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2026-10-02 12:30:22 +00:00 |
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Harry MellorandClaude Opus 5
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e3cae8d2ac
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[Model] Use upstream GLM-5.3 and Qwen4-Exp configs and processor (#57387)
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Co-authored-by: Claude Opus 5 (1M context) <noreply@anthropic.com>
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2026-10-02 02:25:18 +00:00 |
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ae66f9a97c
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[Hardware][PowerPC] Prioritize bfloat16 for auto dtype on PowerPC (#58528)
Signed-off-by: Akash kaothalkar <akash.kaothalkar@ibm.com>
Co-authored-by: Akash kaothalkar <akash.kaothalkar@ibm.com>
Co-authored-by: Antigravity <antigravity@google.com>
Co-authored-by: Li, Jiang <jiang1.li@intel.com>
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2026-09-30 17:14:17 +08:00 |
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Harry MellorandClaude Opus 5.5
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d636456b1f
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[Frontend] Remove the slow tokenizer mode (#58545)
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Co-authored-by: Claude Opus 5.5 (1M context) <noreply@anthropic.com>
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2026-09-24 08:48:28 -07:00 |
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344fcc252a
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[Bugfix] Resolve the Hub revision once per repo (#56092)
Signed-off-by: Wauplin <lucainp@gmail.com>
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Co-authored-by: Claude Opus 5 (1M context) <noreply@anthropic.com>
Co-authored-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
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2026-09-24 08:48:24 -07:00 |
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a7d203efe5
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fix(config): apply presence_penalty/frequency_penalty from override-generation-config (#50769)
Signed-off-by: Chenglun Hu <chenglunhu@gmail.com>
Signed-off-by: hclsys <chenglunhu@gmail.com>
Co-authored-by: Claude Opus 4.8 <noreply@anthropic.com>
Co-authored-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
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2026-09-24 08:48:18 -07:00 |
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Harry MellorandClaude Opus 5.5
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d881812500
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[Chore] Use Transformers v5 names and drop redundant processor use_fast (#58550)
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Co-authored-by: Claude Opus 5.5 (1M context) <noreply@anthropic.com>
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2026-09-24 14:14:10 +00:00 |
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826e300cde
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[Bugfix] Skip VllmConfig re-validation for with_hf_config submodel views (#58212)
Signed-off-by: Nick Hill <nickhill123@gmail.com>
Co-authored-by: Kimi Code <noreply@moonshot.ai>
Co-authored-by: Roger Wang <rogerw@inferact.ai>
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2026-09-23 00:50:17 +00:00 |
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639461eda4
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[RL][Sleep] Retain frozen weights across level-2 sleep (#57891)
Signed-off-by: aoshen02 <aoshen02@users.noreply.github.com>
Co-authored-by: aoshen02 <aoshen02@users.noreply.github.com>
Co-authored-by: Codex <noreply@openai.com>
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2026-09-22 12:36:55 +08:00 |
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Cyrus Leung
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c8824a1e42
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[MM] Move supports_multimodal_inputs and cache out of registry (#57913)
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
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2026-09-21 07:43:07 -07:00 |
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0b7f11a1ee
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[AuxOutput] Add block-keyed storage for routed-expert outputs (#45635)
Signed-off-by: aoshen02 <aoshen@inferact.ai>
Signed-off-by: Nick Hill <nickhill123@gmail.com>
Co-authored-by: aoshen02 <aoshen@inferact.ai>
Co-authored-by: OpenAI Codex <codex@openai.com>
Co-authored-by: Roger Wang <hey@rogerw.io>
Co-authored-by: Nick Hill <nickhill123@gmail.com>
Co-authored-by: Codex <noreply@openai.com>
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2026-09-21 10:25:05 +00:00 |
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Harry MellorandClaude Opus 5
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651a88c09a
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[CI] Ignore ruff D209, rejoin the docstrings it split, and silence incompatible-rule warnings (#57212)
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Co-authored-by: Claude Opus 5 (1M context) <noreply@anthropic.com>
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2026-09-16 10:57:24 -07:00 |
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Harry MellorandClaude Opus 5
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8c1557a79c
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Add pydocstyle to the ruff rules (#52136)
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Signed-off-by: Harry Mellor <hej.mellor@gmail.com>
Co-authored-by: Claude Opus 5 (1M context) <noreply@anthropic.com>
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2026-09-16 16:44:29 +00:00 |
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Harry MellorandClaude Opus 5
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c191787a68
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[Bugfix] Align vLLM YaRN with Transformers and stop re-scaling max_model_len (#56446)
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Co-authored-by: Claude Opus 5 (1M context) <noreply@anthropic.com>
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2026-09-11 13:01:38 +00:00 |
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Bugen ZhaoandIsotr0py
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b47b01cf33
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[Model][Frontend] Support DeepSeek-V4.1-Flash in Rust and Python frontends (#56208)
Signed-off-by: Bugen Zhao <i@bugenzhao.com>
Co-authored-by: Isotr0py <Isotr0py@outlook.com>
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2026-09-10 01:15:06 -07:00 |
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Harry MellorandClaude Opus 5
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719284fe15
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[Core][Model] Unify XD-RoPE into M-RoPE and derive the channel count (#56078)
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Co-authored-by: Claude Opus 5 (1M context) <noreply@anthropic.com>
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2026-09-09 09:23:30 -07:00 |
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Andreas Karatzas
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18615ad1ee
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[Bugfix] Handle null RoPE parameters for NoPE layers (#55949)
Signed-off-by: Andreas Karatzas <akaratza@amd.com>
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2026-09-08 20:20:05 +00:00 |
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Anshul Desai
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da55494a12
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docs: note that enforce_eager also disables torch.compile (#55271)
Signed-off-by: Anshul Desai <36732940+AnshulDesai@users.noreply.github.com>
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2026-09-03 21:25:30 -07:00 |
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Isotr0py
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1356635d83
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[New model][Multimodal] Add DeepSeek-V4-Flash-Vision-Exp support (#54566)
Signed-off-by: Isotr0py <Isotr0py@outlook.com>
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2026-09-02 11:09:09 -07:00 |
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4ac452ad98
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[Core] Release NCCL communicator memory in sleep mode (#51485)
Signed-off-by: aoshen02 <aoshen02@users.noreply.github.com>
Co-authored-by: aoshen02 <aoshen02@users.noreply.github.com>
Co-authored-by: Claude Fable 5 <noreply@anthropic.com>
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2026-09-01 14:31:16 +08:00 |
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drakoshaandClaude
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9bf0d4717e
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[Bugfix] Keep grid dims for XD-RoPE models on a prefix-cache hit (#53456)
Signed-off-by: Mikhail Kostryukov <mike@triptrack.net>
Co-authored-by: Claude <noreply@anthropic.com>
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2026-08-25 01:14:32 +00:00 |
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Harry Mellor
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f0c14b4f77
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Fix weight tying (#51665)
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
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2026-08-20 10:31:55 +00:00 |
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a1c5b1fd9f
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[Core][V1] Support trace_decode_token_ids for deterministic decode replay (#46701)
Signed-off-by: ianzxliu <ianzxliu@tencent.com>
Signed-off-by: aoshen02 <aoshen@inferact.ai>
Signed-off-by: Zhixia Liu <liuzhixia.nju@gmail.com>
Co-authored-by: ianzxliu <ianzxliu@tencent.com>
Co-authored-by: Claude <noreply@anthropic.com>
Co-authored-by: aoshen02 <aoshen@inferact.ai>
Co-authored-by: Codex <noreply@openai.com>
Co-authored-by: Nick Hill <nickhill123@gmail.com>
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2026-08-20 15:12:43 +08:00 |
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EgorandClaude
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e9e1630e93
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[Model] Support bidirectional (encoder-only) attention for DeepSeek e… (#52948)
Signed-off-by: Egor <erop001@gmail.com>
Signed-off-by: Egor <47443236+Lossfull@users.noreply.github.com>
Co-authored-by: Claude <noreply@anthropic.com>
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2026-08-19 16:36:27 +00:00 |
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Michał GanczarenkoandWentao Ye
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6948a43fbb
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[Bugfix] Detect all attention-spelling variants in ModelConfig.is_hybrid (#52161)
Signed-off-by: Michal Ganczarenko <michal.ganczarenko@intel.com>
Signed-off-by: Michał Ganczarenko <michal.ganczarenko@intel.com>
Co-authored-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com>
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2026-08-18 14:43:51 -04:00 |
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Canlin GuoandNick Hill
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455edc022b
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[ModelRunnerV2] Support prompt embeds (#42963)
Signed-off-by: gcanlin <canlinguosdu@gmail.com>
Signed-off-by: Canlin Guo <961750412@qq.com>
Signed-off-by: Nick Hill <nickhill123@gmail.com>
Co-authored-by: Nick Hill <nickhill123@gmail.com>
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2026-08-17 21:58:50 +00:00 |
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wangxiyuanandmergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
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cdc4824a21
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[Misc] Remove override_attention_dtype (#48684)
Signed-off-by: wangxiyuan <wangxiyuan1007@gmail.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
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2026-08-14 11:15:43 -04:00 |
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50ba4bc6b2
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[Feature] Mask Replay (#49577)
Signed-off-by: vx120 <893600387@qq.com>
Signed-off-by: vx120 <57470515+vx120@users.noreply.github.com>
Signed-off-by: aoshen02 <aoshen@inferact.ai>
Co-authored-by: aoshen02 <aoshen@inferact.ai>
Co-authored-by: Codex <noreply@openai.com>
Co-authored-by: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
Co-authored-by: OpenAI Codex <codex@openai.com>
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2026-08-13 08:44:31 +00:00 |
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Clinton ThomasandLucas Bourtoule
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90fd4a333f
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Preserve revision pins in secondary artifact loaders (#51446)
Signed-off-by: Clinton Thomas <1033162+KernelClint@users.noreply.github.com>
Co-authored-by: Lucas Bourtoule <35483370+dhalf@users.noreply.github.com>
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2026-08-11 04:33:10 +00:00 |
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Harry Mellor
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70b84f0bcb
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Fix Gemma 4 for upcoming Transformers version (#49797)
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
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2026-08-10 07:48:26 +00:00 |
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Isotr0py
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073c510c91
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[Migration] Migrate bitsandbytes support to OOT plugin (#43529)
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
Signed-off-by: Isotr0py <Isotr0py@outlook.com>
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2026-08-09 10:27:31 +08:00 |
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music-dinoandHarry Mellor
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a231c5ceac
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[Bugfix] Skip fetching revision for model when model and weights_model are different (#51260)
Signed-off-by: Dino Music <Dino.Music@amd.com>
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Co-authored-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
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2026-08-07 12:55:50 +00:00 |
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wang.yuqiandCyrus Leung
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2fa490470d
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[Model] Fused mm preprocess normalisation on the Device (#50411)
Signed-off-by: wang.yuqi <yuqi.wang@daocloud.io>
Signed-off-by: wang.yuqi <noooop@126.com>
Co-authored-by: Cyrus Leung <cyrus.tl.leung@gmail.com>
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2026-08-06 03:11:14 -07:00 |
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Tianyu Guo
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b30291cf0c
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[EPD] Remove duplicate image preprocessing in EPD and enable preprocess on GPU (#50390)
Signed-off-by: Tianyu Guo <guoty@inferact.ai>
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2026-08-05 15:59:54 -07:00 |
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397094da17
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Resolve revision to commit_hash once per model load, via huggingface_hub's resolve_revision (#49990)
Signed-off-by: Wauplin <lucainp@gmail.com>
Signed-off-by: Lucain <lucainp@gmail.com>
Signed-off-by: Lucain Pouget <lucain@huggingface.co>
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Co-authored-by: OpenAI Codex <codex@openai.com>
Co-authored-by: Claude Opus 5 (1M context) <noreply@anthropic.com>
Co-authored-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
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2026-08-05 13:49:56 +00:00 |
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aoshen02andyihengz
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6153dbe036
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[R3] Unify routed expert shape configuration (#50940)
Signed-off-by: aoshen02 <aoshen@inferact.ai>
Co-authored-by: yihengz <yihengz@nvidia.com>
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2026-08-04 20:20:41 -07:00 |
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Harry Mellor
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59b2fdfc4e
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Support MLA properly in the Transformers modeling backend (#48250)
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
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2026-08-04 13:24:11 +01:00 |
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andrewbcohereandCyrus Leung
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9c110fa522
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[Frontend] Cohere chat v2 api support (#47189)
Signed-off-by: Andrew Berneshawi <andrewberneshawi@cohere.com>
Co-authored-by: Cyrus Leung <tlleungac@connect.ust.hk>
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2026-07-31 22:53:54 -07:00 |
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Isotr0py
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1180b604f8
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[Multimodal] Expose mm hash algothrim selection to cli args (#49686)
Signed-off-by: Isotr0py <Isotr0py@outlook.com>
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2026-07-31 05:25:19 +00:00 |
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Bugen Zhao
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f5a7cce9b6
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[Model] Add Kimi K3 support: Python frontend [2/2] (#50093)
Signed-off-by: Bugen Zhao <i@bugenzhao.com>
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2026-07-29 01:06:01 -07:00 |
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nvbfalk
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60915c972c
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[Feature] Add VidCom2 video token pruning (#47750)
Signed-off-by: Benedikt Falk <bfalk@nvidia.com>
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2026-07-28 03:20:17 +00:00 |
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Guan-Ming Chiu
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8d28b48d01
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[Perf] Isolate MM preprocessing on its own executor (#49524)
Signed-off-by: Guan-Ming (Wesley) Chiu <105915352+guan404ming@users.noreply.github.com>
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2026-07-26 08:04:17 +00:00 |
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