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10211 Commits
Author SHA1 Message Date
Andreas Karatzas a0638d052d [Bugfix] Fix ROCm UVA CPU weight offloading broken by #32993 (#34543) 
Signed-off-by: Andreas Karatzas <akaratza@amd.com>
 2026-02-13 20:01:42 -08:00
Harry Huang c027541eaf [Hybrid] Enable spec decoding in mamba cache align mode (#33705) 
Signed-off-by: huanghaoyan.hhy <huanghaoyan.hhy@alibaba-inc.com>
 2026-02-13 13:02:28 -08:00
Ben BrowningCyrus LeungCyrus Leung
 		fd267bc7b7 [Bugfix]: Fix structured output in multi-turn gpt-oss (#34454) 
Signed-off-by: Ben Browning <bbrownin@redhat.com>
Co-authored-by: Cyrus Leung <cyrus.tl.leung@gmail.com>
Co-authored-by: Cyrus Leung <tlleungac@connect.ust.hk>
 2026-02-13 11:12:48 -08:00
Michael Goin bfaa559305 Revert "[Bugfix] Fix fused MoE IMA (sans chunking) by using int64 for strides" (#34530) 2026-02-13 10:35:29 -08:00
Richard Zou 87789c8364 [Misc] vLLM's --enforce-eager should turn off compile and cudagraphs only (#34523) 
Signed-off-by: Richard Zou <zou3519@gmail.com>
 2026-02-13 09:52:20 -08:00
Wei ZhaoandMichael Goin 59d53066d8 [Feature] Support CPU Offloading without Pytorch Pinned Memory that leads to doubled allocation (#32993) 
Signed-off-by: wzhao18 <wzhao18.sz@gmail.com>
Co-authored-by: Michael Goin <mgoin64@gmail.com>
 2026-02-13 08:11:26 -08:00
LoganJaneandIsotr0py 4a9952ec1b [Bugfix] Add quant_config in ViT of Kimi-K2.5 (#34501) 
Signed-off-by: LoganJane <LoganJane73@hotmail.com>
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
Co-authored-by: Isotr0py <mozf@mail2.sysu.edu.cn>
 2026-02-13 16:05:34 +00:00
Roger Wang 1dae7b7843 [Bugfix] Exclude language_model_only key from MM AOT compile hash but include in model one (#34508) 
Signed-off-by: Roger Wang <hey@rogerw.io>
 2026-02-13 13:59:00 +00:00
Roger Wang 5885e330ef [Misc] Port Qwen3.5 Configs (#34512) 
Signed-off-by: Roger Wang <hey@rogerw.io>
 2026-02-13 05:24:25 -08:00
Ilya Boytsov 071d863e20 Extend ColBERT support to non-standard BERT backbones (#34170) 
Signed-off-by: Ilya Boytsov <ilya.boytsov@aleph-alpha.com>
 2026-02-13 09:53:09 +00:00
Woosuk Kwon 0916e7960b [GDN] Use CPU tensors to build GDN metadata (#34498) 
Signed-off-by: Woosuk Kwon <woosuk@inferact.ai>
 2026-02-13 01:24:45 -08:00
Wentao YeandNick Hill 3d2a026fd0 [Feature] Pipeline Parallel Async send/recv, 2.9% E2E throughput improvement (#33368) 
Signed-off-by: yewentao256 <zhyanwentao@126.com>
Signed-off-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com>
Co-authored-by: Nick Hill <nhill@redhat.com>
 2026-02-13 16:38:16 +08:00
Aaron Haogemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>Nick Hill
 		dddbff4624 [Core] Move pause and resume functions into engine (#34125) 
Signed-off-by: ahao-anyscale <ahao@anyscale.com>
Signed-off-by: Aaron Hao <ahao@anyscale.com>
Signed-off-by: hao-aaron <ahao@anyscale.com>
Signed-off-by: Nick Hill <nickhill123@gmail.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
Co-authored-by: Nick Hill <nickhill123@gmail.com>
 2026-02-13 00:15:10 -08:00
Martin Hickey 47e9b63e1a [KVConnector] Clean up redundant code in KV connectors (#34147) 
Signed-off-by: Martin Hickey <martin.hickey@ie.ibm.com>
 2026-02-13 00:14:30 -08:00
Matthias GehreandTJian 934acddef9 [Perf] fused_moe: add int4_w4a16 benchmark support and tuning config (#34130) 
Signed-off-by: Matthias Gehre <matthias.gehre@amd.com>
Co-authored-by: TJian <tunjian.tan@embeddedllm.com>
 2026-02-13 00:14:27 -08:00
haosdent 4137c5dfa7 [Bug Fix] Fix MambaManager.cache_blocks() crash on null blocks in align mode (#34418) 
Signed-off-by: haosdent <haosdent@gmail.com>
 2026-02-13 00:13:22 -08:00
Harry Huang 7a8a46ddcb [BugFix] Fix and optimize max_num_blocks_per_req calculation for MambaSpec (#34440) 
Signed-off-by: huanghaoyan.hhy <huanghaoyan.hhy@alibaba-inc.com>
 2026-02-13 00:13:14 -08:00
myselvess bcf0731aa0 [New Model] support new model ovis2.6 (#34426) 
Signed-off-by: myselvess <23743269+myselvess@users.noreply.github.com>
 2026-02-13 00:12:45 -08:00
Cyrus Leungandgemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com> ec090c2429 [Refactor] Call renderer for online IO processor request (#34490) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
Signed-off-by: Cyrus Leung <cyrus.tl.leung@gmail.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
 2026-02-12 22:48:45 -08:00
Roger Wang eea3024f43 [Bugfix] Fix mamba state dtype setting for Qwen3-Next and Qwen3.5 (#34489) 
Signed-off-by: Roger Wang <hey@rogerw.io>
 2026-02-12 22:48:42 -08:00
Cyrus Leung 2f308214c0 [Refactor] Pass full VllmConfig to Renderer (#34485) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2026-02-12 22:48:38 -08:00
haosdent dcf6ee8592 [Bugfix] Fix encoder cache underestimation for GLM-4V/GLM-OCR single image (#34483) 
Signed-off-by: haosdent <haosdent@gmail.com>
 2026-02-12 21:04:06 -08:00
Cyrus Leung 372b2e762a [Bugfix] Standardize getting number of image patches/tokens (#34358) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2026-02-12 20:47:01 -08:00
Harry Huang bf37812ca7 [Hybrid] Fix and optimize block-aligned splitting in mamba cache align mode (#33706) 
Signed-off-by: huanghaoyan.hhy <huanghaoyan.hhy@alibaba-inc.com>
 2026-02-12 18:21:52 -08:00
Frank WangandRoger Wang b86bf4417e [Bugfix] Fix Random Dataset Prefix Length Inaccuracy (#33907) 
Signed-off-by: frankwang28 <frank.wbb@hotmail.com>
Co-authored-by: Roger Wang <hey@rogerw.io>
 2026-02-12 18:21:19 -08:00
Yanan Cao de13dd781f [Kernel] [Helion] [5/N] Add Helion Autotuning infrastructure (#34025) 
Signed-off-by: Yanan Cao <gmagogsfm@gmail.com>
 2026-02-12 18:21:05 -08:00
LoganJaneandIsotr0py 62788f99a4 [Bugfix] Delete unused redundant code in Kimi-K2.5 (#34427) 
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
Co-authored-by: Isotr0py <mozf@mail2.sysu.edu.cn>
 2026-02-12 18:18:42 -08:00
Cyrus Leung ea5ff3a1f6 [Refactor] Simplify BOS/EOS token handling (#34435) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2026-02-12 18:18:24 -08:00
bnellnm 04ea31baab [Bugfix] Remove assert that's no longer valid (#34443) 
Signed-off-by: Bill Nell <bnell@redhat.com>
 2026-02-12 18:18:15 -08:00
Harry Huang 6f019e6e0a [BugFix] Add block_size validation for mamba cache align mode (#34445) 
Signed-off-by: huanghaoyan.hhy <huanghaoyan.hhy@alibaba-inc.com>
 2026-02-12 18:18:07 -08:00
Zhuohan Li d707678dfb Fix num_logprobs parameter description in sampler.py (#34451) 
Signed-off-by: Zhuohan Li <zhuohan123@gmail.com>
 2026-02-12 18:18:03 -08:00
Yanan Cao 96161fe978 [Kernel] [Helion] [4/N] Add silu_mul_fp8 Helion kernel (#33373) 
Signed-off-by: Yanan Cao <gmagogsfm@gmail.com>
 2026-02-12 18:13:12 -08:00
JaewonandLu Fang 4453ba8d9e [Core] Profiler improvements and lazy initialization (#33198) 
Signed-off-by: Jaewon Lee <jaewon@meta.com>
Co-authored-by: Lu Fang <30275821+houseroad@users.noreply.github.com>
 2026-02-12 16:16:38 -08:00
JaewonandLu Fang aa181c923b [Core] Add sleep level 0 mode with enqueue/wait pattern (#33195) 
Signed-off-by: Jaewon Lee <jaewon@meta.com>
Co-authored-by: Lu Fang <30275821+houseroad@users.noreply.github.com>
 2026-02-12 16:16:25 -08:00
Alec SandAlec Solder be7370daf3 [Frontend] Enable generic structured_outputs for responses API (#33709) 
Signed-off-by: Alec Solder <alecs@fb.com>
Co-authored-by: Alec Solder <alecs@fb.com>
 2026-02-12 16:15:48 -08:00
Mengtao (Martin) YuanandMartin Yuan 9ea1f598ce Use paged_attention_v1 for sliding window decode in rocm_aiter_fa (#34378) 
Signed-off-by: Martin Yuan <myuan@meta.com>
Co-authored-by: Martin Yuan <myuan@meta.com>
 2026-02-12 16:14:43 -08:00
amitz-nv f120bd42d3 [Kernel] Support Flashinfer trtllm fused MoE non gated FP8 & NVFP4 (#33506) 
Signed-off-by: amitz-nv <203509407+amitz-nv@users.noreply.github.com>
 2026-02-12 13:06:58 -08:00
Michael Goin 6d4e27ce29 [Bugfix] Enforce DeepGEMM when using sparse_attn_indexer on CUDA (#34374) 
Signed-off-by: mgoin <mgoin64@gmail.com>
 2026-02-12 12:08:06 -08:00
Patrick von Platenandgemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com> 6c0baee610 [Voxtral Realtime] Refactor & Improve buffering logic (#34428) 
Signed-off-by: Patrick von Platen <patrick.v.platen@gmail.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
 2026-02-12 09:46:43 -08:00
Patrick von Platen 1100a97621 [Voxstral Realtime] Enable tests (#33803) 
Signed-off-by: Patrick von Platen <patrick.v.platen@gmail.com>
 2026-02-12 09:43:24 -08:00
xuebwang-amdandTJian 766e167821 [ROCm][quantization] improve OCP weight quant parser robust (#34431) 
Signed-off-by: xuebwang-amd <xuebwang@amd.com>
Co-authored-by: TJian <tunjian.tan@embeddedllm.com>
 2026-02-12 09:40:19 -08:00
Isotr0py becbe24808 [Bugfix] Remove broken raw url GGUF model loading support (#34433) 
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
 2026-02-12 09:40:01 -08:00
Harry Mellor 679ca5d8d3 Fix MoE for the Transformers modelling backend (#34436) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2026-02-12 09:29:42 -08:00
Matthew BonanniLucas WilkinsonLucas Wilkinson
 		f2c47886fd [Attention] Add FlashInfer Sparse MLA backend (#33451) 
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
Co-authored-by: Lucas Wilkinson <lwilkins@redhat.com>
Co-authored-by: Lucas Wilkinson <LucasWilkinson@users.noreply.github.com>
 2026-02-12 17:21:54 +00:00
Aaron Hao 7b5a8b4a9d [BUG] Reset running requests when clearing cache for pause/resume (#34382) 
Signed-off-by: hao-aaron <ahao@anyscale.com>
 2026-02-12 16:19:13 +00:00
danisereb dea63512bb Add config file for fused MoE for Nemotron (TP4, B200) (#34411) 
Signed-off-by: Daniel Serebrenik <daserebrenik@nvidia.com>
 2026-02-12 06:09:55 -08:00
Douglas LehrDoug LehrGregory Shtrasbergtjtanaavllm
 		8a798be929 [ROCm] Enable MXFP4 MoE weight pre-shuffling on gfx950 and update aiter (#34192) 
Signed-off-by: Doug Lehr <douglehr@amd.com>
Co-authored-by: Doug Lehr <douglehr@amd.com>
Co-authored-by: Gregory Shtrasberg <156009573+gshtras@users.noreply.github.com>
Co-authored-by: tjtanaavllm <tunjian.tan@amd.com>
 2026-02-12 05:06:33 -08:00
Cyrus Leung fb455ed547 [V0 Deprecation] Remove code related to per-request logits processors (#34400) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2026-02-12 20:44:28 +08:00
baonudesifeizhai f5897613fb Fix Mistral config remap to accept compressed-tensors quantization #34028 (#34104) 
Signed-off-by: baonudesifeizhai <baonudesifeizhai@gmail.com>
 2026-02-12 08:22:06 +00:00
AllenDouandzixiao 386bfe5d08 [bugfix] refactor FunASR's _get_data_parser (#34397) 
Signed-off-by: zixiao <shunli.dsl@alibaba-inc.com>
Co-authored-by: zixiao <shunli.dsl@alibaba-inc.com>
 2026-02-12 07:26:49 +00:00