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4508 Commits

Author SHA1 Message Date
Wei Zhao
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
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
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
Wentao Ye
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 Hao
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
Marek Michalowski
742d214d6e [Bugfix] fix the import path in moe test utils.py (#34245) 
Signed-off-by: Marek Michalowski <marek.michalowski@arm.com>
 2026-02-13 00:13:45 -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
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 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
Cyrus Leung
1b4e8e53f8 [CI/Build] Fix CUDA re-initialization error in distributed model tests (#34491) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2026-02-13 06:43:53 +00:00
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
Andreas Karatzas
6afa587d31 [ROCm][CI] Fix serving tokens test failures (#34047) 
Signed-off-by: Andreas Karatzas <akaratza@amd.com>
 2026-02-13 11:27:53 +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
Cyrus Leung
fc22cae4ac [CI/Build] Update video URLs for testing (#34446) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2026-02-12 18:15:36 -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
Alec S
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
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
Patrick von Platen
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
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
Matthew Bonanni
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
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
Cyrus Leung
b96f7314b4 [Refactor] Pass Renderer to Input Processor (#34329) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2026-02-11 19:38:11 -08:00
Michael Goin
ff1f83b056 [Refactor] Replace activation: str with MoEActivation enum (#33843) 
Signed-off-by: mgoin <mgoin64@gmail.com>
Signed-off-by: Michael Goin <mgoin64@gmail.com>
 2026-02-11 17:29:32 -08:00
Wei Zhao
5aff2699bd Fix CI failure - Flashinfer Kernel tests (#34316) 
Signed-off-by: wzhao18 <wzhao18.sz@gmail.com>
 2026-02-11 14:17:16 -08:00
Raushan Turganbay
527ca32197 [Bugfix] Fix more multimodal tests for transformers V5 (#34334) 
Signed-off-by: raushan <raushan@huggingface.co>
 2026-02-11 22:02:05 +01:00
Junseo Park
5458eb835d [Bugfix] send None sentinel on final commit so server properly sends transcription.done (#33963) 
Signed-off-by: pjs102793 <pjs102793@naver.com>
Co-authored-by: Nick Hill <nickhill123@gmail.com>
 2026-02-11 21:01:53 +00:00
TJian
5001211369 [ROCm] [CI] fix test_unrecognized_env (#34350) 
Signed-off-by: tjtanaa <tunjian.tan@embeddedllm.com>
 2026-02-11 18:50:44 +00:00
Rohan Potdar
fd618871b4 [Bugfix]: Fix ROCm fusion attn test; use AttentionBackend utils to create kv cache (#33948) 
Signed-off-by: Rohan138 <rohanpotdar138@gmail.com>
 2026-02-11 11:12:05 -05:00
Harry Mellor
67a42b5a44 Don't try and run GLM-ASR with remote code (#34352) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2026-02-11 08:09:40 -08:00
Lucas Wilkinson
c7914d30f9 Reapply [Attention][FA3] Update FA3 to include new swizzle optimization (#34043) 
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
 2026-02-11 07:07:56 -08:00
Adam Binford
1b8756562e Responses harmony system message structured (#34268) 
Signed-off-by: Adam Binford <adamq43@gmail.com>
 2026-02-11 05:14:28 -08:00
Linda
275e0d2a99 [NVIDIA][test] Tests for flashinfer TRTLLM BF16 MoE (#33715) 
Signed-off-by: Linda-Stadter <57756729+Linda-Stadter@users.noreply.github.com>
Co-authored-by: Pavani Majety <pmajety@nvidia.com>
 2026-02-11 12:38:11 +00:00
Kunshang Ji
cb9574eb85 [XPU][9/N] clean up existing ipex code/doc (#34111) 
Signed-off-by: Kunshang Ji <kunshang.ji@intel.com>
 2026-02-11 00:27:15 -08:00
AllenDou
21dfb842d7 [model] support FunASR model (#33247) 
Signed-off-by: zixiao <shunli.dsl@alibaba-inc.com>
Co-authored-by: zixiao <shunli.dsl@alibaba-inc.com>
 2026-02-11 07:37:09 +00:00
Hashem Hashemi
1b3540e6c6 Threshold fix wvSplitk for occasional CI fails (#34013) 
Signed-off-by: Hashem Hashemi <hashem.hashemi@amd.com>
 2026-02-11 03:59:14 +00:00
Cyrus Leung
c9a1923bb4 [Plugin] Simplify IO Processor Plugin interface (#34236) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2026-02-10 19:47:39 -08:00
Cyrus Leung
b5dcb372e4 [Misc] Clean up validation logic in input processor (#34144) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2026-02-10 19:29:29 -08:00
Richard Zou
e30cedd44b [torch.compile] Stop doing unnecessary FakeTensorProp in PiecewiseCompileInterpreter (#34093) 
Signed-off-by: Richard Zou <zou3519@gmail.com>
 2026-02-10 19:15:40 -08:00
bnellnm
d1481ba783 [MoE Refactor] Introduce MoERunner abstraction and move execution logic from FusedMoE to DefaultMoERunner (#32344) 
Signed-off-by: Bill Nell <bnell@redhat.com>
 2026-02-10 19:51:07 -05:00
Ilya Markov
67132945bb [Perf] Move eplb rebalance algo to async thread (#30888) 
Signed-off-by: ilmarkov <markovilya197@gmail.com>
Signed-off-by: Tyler Michael Smith <tlrmchlsmth@gmail.com>
Co-authored-by: Tyler Michael Smith <tyler@neuralmagic.com>
Co-authored-by: Tyler Michael Smith <tlrmchlsmth@gmail.com>
 2026-02-10 22:19:10 +00:00
Gregory Shtrasberg
f0ca0671c7 [Feature] Warn about unrecognized environment variables (#33581) 
Signed-off-by: Gregory Shtrasberg <Gregory.Shtrasberg@amd.com>
 2026-02-10 15:45:38 -06:00
Pavani Majety
578977bb5e [SM100] Resubmit FMHA FP8 prefill for MLA (#31195) 
Signed-off-by: Pavani Majety <pmajety@nvidia.com>
 2026-02-10 16:18:43 -05:00
junuxyz
c5a66d1697 [Core][BugFix] Fix PP KV cache sharding memory validation (#33698) 
Signed-off-by: junuxyz <216036880+junuxyz@users.noreply.github.com>
 2026-02-10 10:46:24 -05:00
Roberto L. Castro
afdce12c89 [Perf][Kernel] Add faster topKperRow decode kernel for DeepSeek-V3.2 sparse attention (#33680) 
Signed-off-by: LopezCastroRoberto <rocastro@redhat.com>
Signed-off-by: Roberto L. Castro <38211239+LopezCastroRoberto@users.noreply.github.com>
Co-authored-by: Claude Sonnet 4.5 <noreply@anthropic.com>
 2026-02-10 10:29:52 -05:00
xuebwang-amd
b129136c7a [ROCm][Quantization] GPT_OSS in amd-quark format model loading and emulations (#29008) 
Signed-off-by: xuebwang-amd <xuebwang@amd.com>
Signed-off-by: Robert Shaw <robshaw@redhat.com>
Co-authored-by: Robert Shaw <robshaw@redhat.com>
Co-authored-by: Robert Shaw <114415538+robertgshaw2-redhat@users.noreply.github.com>
 2026-02-10 10:08:05 -05:00
Fan Yang
a1946570d8 add --insecure arg to the vllm bench to skip TLS (#34026) 
Signed-off-by: Fan Yang <yan9fan@meta.com>
Co-authored-by: Fan Yang <yan9fan@meta.com>
 2026-02-10 22:23:52 +08:00
Krish Gupta
748625cdaf [V1][BugFix] Fix EAGLE3 encoder cache miss with disable_chunked_mm_input (#34220) 
Signed-off-by: KrxGu <krishom70@gmail.com>
 2026-02-10 13:05:32 +00:00
Harry Mellor
61413973e8 Stop testing for slow tokenizers as they will not exist soon (#34235) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2026-02-10 12:08:20 +00:00
Chen Zhang
97fa8f6590 [BugFix] Avoid prefix cache hit in the same schedule step for mamba layers (#29387) 
Signed-off-by: Chen Zhang <zhangch99@outlook.com>
 2026-02-10 07:41:16 +00:00