Commit Graph
10211 Commits
Author SHA1 Message Date
Wentao Ye ab33d2a629 [Feature] Decode Context Parallel support for GPU model runner v2 (#34179)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
2026-02-17 16:27:15 -08:00
Woosuk Kwon be3af2d29e [Model Runner V2] Further simplification for PP (#34724)
Signed-off-by: Woosuk Kwon <woosuk@inferact.ai>
2026-02-17 15:18:18 -08:00
c656ba3b4d [Kernel] Triton-based Top-k and Top-p sampler kernels (#33538)
Signed-off-by: js_park <cakeng@naver.com>
Signed-off-by: Jongseok Park <37990712+cakeng@users.noreply.github.com>
Signed-off-by: Sunga Kim <sunga.kim@berkeley.edu>
Signed-off-by: Nick Hill <nickhill123@gmail.com>
Co-authored-by: Sunga Kim <sunga.kim@berkeley.edu>
Co-authored-by: Nick Hill <nickhill123@gmail.com>
2026-02-17 23:14:30 +00:00
Matthew BonanniandJee Jee Li dc5fa77a4e [Bugfix][MTP][Sparse MLA] Allow sparse MLA with MTP to run with FULL cudagraphs (#34457)
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
Co-authored-by: Jee Jee Li <pandaleefree@gmail.com>
2026-02-17 14:01:27 -05:00
Cyrus Leung 574fe75245 [Renderer] Move InputPreprocessor into Renderer (2/2) (#34560)
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
2026-02-17 05:29:01 -08:00
Harry Mellor 28bffe9466 Fix docs build warning (#34686)
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
2026-02-17 02:31:40 -08:00
Tim DettmersandClaude Opus 4.6 d44a5b6c47 Remove dead bitsandbytes CxB code from 8-bit inference path (#34633)
Co-authored-by: Claude Opus 4.6 <noreply@anthropic.com>
2026-02-17 01:49:14 -08:00
Jiangyun Zhu 1d65283e95 Revert "[Models] Fuse Qwen3.5 GDN's qkvz_proj and ba_proj" (#34683) 2026-02-17 01:29:27 -08:00
kourosh hakhamaneshiandCursor c464b57374 [Ray] Propagate third-party env vars to Ray workers via prefix matching (#34383)
Signed-off-by: Kourosh Hakhamaneshi <kourosh@anyscale.com>
Co-authored-by: Cursor <cursoragent@cursor.com>
2026-02-17 01:08:42 -08:00
Woosuk Kwon d00df624f3 [Model Runner V2] Minor refactoring for penalties (#34662)
Signed-off-by: Woosuk Kwon <woosuk@inferact.ai>
2026-02-16 21:43:00 -08:00
Woosuk Kwon 9752da9d9c [Model Runner V2] Minor simplification for BadWordsState (#34669)
Signed-off-by: Woosuk Kwon <woosuk@inferact.ai>
2026-02-16 21:27:24 -08:00
Woosuk Kwon 04925b2202 [Model Runner V2] Minor cleanup for PP (#34666)
Signed-off-by: Woosuk Kwon <woosuk@inferact.ai>
2026-02-16 19:15:31 -08:00
Woosuk Kwon d74278fb67 [Model Runner V2] Fix unintended CPU-GPU sync in make_dummy (#34667)
Signed-off-by: Woosuk Kwon <woosuk@inferact.ai>
2026-02-16 19:00:29 -08:00
haosdentandMichael Goin b68fd899d1 [Bugfix] Fix fused MoE int32 overflow in stride*offset without perf regression (#34507)
Signed-off-by: haosdent <haosdent@gmail.com>
Co-authored-by: Michael Goin <mgoin64@gmail.com>
2026-02-16 17:58:49 -08:00
zhanqiuhu 9a8853f781 [Core] Pipeline Parallel support for Model Runner V2 (#33960)
Signed-off-by: Zhanqiu Hu <zh338@cornell.edu>
2026-02-16 17:48:16 -08:00
zhrrrandWoosuk Kwon 387a1898d9 [Model Runner V2] support bad_words sampling param (#33433)
Signed-off-by: zhuhaoran <zhuhaoran.zhr@alibaba-inc.com>
Signed-off-by: Woosuk Kwon <woosuk@inferact.ai>
Co-authored-by: Woosuk Kwon <woosuk@inferact.ai>
2026-02-16 16:36:06 -08:00
roikoren755 3b30e61507 [NemotronH] Do not force router to run in fp32 (#34582)
Signed-off-by: Roi Koren <roik@nvidia.com>
2026-02-16 10:15:32 -08:00
Almog Tavor 72d5951d02 [Bugfix] Treat generation_config max_tokens as default not ceiling (#34063)
Signed-off-by: almogtavor <almogtavor@gmail.com>
2026-02-16 07:58:24 -08:00
Lucas KabelaandHarry Mellor a3205beffb [CI] Enable mypy coverage for individual excluded files (#34292)
Signed-off-by: Lucas Kabela <lucaskabela@meta.com>
Co-authored-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
2026-02-16 07:34:29 -08:00
Christian Pinto 6930becd45 (bugfix): Fixed encode in LLM entrypoint for IOProcessr plugin prompts (#34618)
Signed-off-by: Christian Pinto <christian.pinto@ibm.com>
2026-02-16 07:33:55 -08:00
Andreas Karatzas 03a8770a6d [ROCm][CI] Fix plugins test group; updating terratorch and dependencies (#34589)
Signed-off-by: Andreas Karatzas <akaratza@amd.com>
2026-02-16 07:33:42 -08:00
Yiqi Xue bc56a1d56e [Bugfix] Fix ARC touch KeyError for non-ready T1 blocks in kv offload (#34576)
Signed-off-by: Yiqi Xue <xuey666@gmail.com>
2026-02-16 07:33:19 -08:00
danisereb ec7d9e6745 Fix call to moe_mk in modelopt MoE modules (required for LoRA) (#34575)
Signed-off-by: Daniel Serebrenik <daserebrenik@nvidia.com>
2026-02-16 07:33:09 -08:00
Isotr0py 3bb4e4311c [Models] Fuse Qwen3.5 GDN's qkvz_proj and ba_proj (#34492)
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
2026-02-16 07:32:51 -08:00
Ekagra RanjanandNicolò Lucchesi cd81cdb399 [Scheduler][ASR] Fix CrossAttn blocks per-request for Variable length encoder inputs (#31058)
Signed-off-by: Ekagra Ranjan <3116519+ekagra-ranjan@users.noreply.github.com>
Co-authored-by: Nicolò Lucchesi <nlucches@redhat.com>
2026-02-16 11:08:44 +00:00
Samu TamminenandWentao Ye a5ccc85c8c [Bugfix] Fix Dynamo unexpected keyword argument (#34320)
Signed-off-by: Samu Tamminen <stammine@amd.com>
Co-authored-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com>
2026-02-16 01:32:30 -08:00
Roger Wang b5475d0534 Revert "[Misc] fix qwen3.5 config" (#34610) 2026-02-16 01:06:05 -08:00
JJJYmmm 9521002f0a [Misc] fix qwen3.5 config (#34604) 2026-02-16 00:25:38 -08:00
Cyrus Leung ec17bdd894 [Renderer] Move InputPreprocessor into Renderer (1.5/2) (#34598)
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
2026-02-15 23:46:33 -08:00
bnellnm 5bff999d12 [Bugfix] Add method to swap quant_method on FusedMoE to fix LoRA issues (#34453)
Signed-off-by: Bill Nell <bnell@redhat.com>
2026-02-15 20:10:50 -08:00
Andreas Karatzas 974d829b05 [CI][Frontend] Return 422 instead of 500 for invalid Anthropic tool_choice (#34590)
Signed-off-by: Andreas Karatzas <akaratza@amd.com>
2026-02-15 20:06:48 -08:00
Isotr0py 91ac5d9bfd [CI/Build] Enable tests for recent day-0 new models (#34585)
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
2026-02-15 18:17:04 -08:00
Luka Govedičandgemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com> 23d825aba1 [torch.compile] Disable ar-rms fusion for ds3-fp4 & DP, fix CI test (#34392)
Signed-off-by: Luka Govedič <lgovedic@redhat.com>
Signed-off-by: Luka Govedič <ProExpertProg@users.noreply.github.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
2026-02-15 06:33:57 -08:00
Isotr0py 71cd89264f [MM Encoder] Add Triton ViT attention backend (#32183)
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
2026-02-15 06:32:47 -08:00
Seiji Eicher 79c7e09235 [KV Connector] Add temporary, off-by-default VLLM_DISABLE_REQUEST_ID_RANDOMIZATION workaround (#34415)
Signed-off-by: Seiji Eicher <seiji@anyscale.com>
2026-02-14 23:26:10 -08:00
haosdent 79f3fab05a [Bugfix] Handle num_expert_group=None in flashinfer block-scale FP8 MoE (#34494)
Signed-off-by: haosdent <haosdent@gmail.com>
2026-02-14 23:25:46 -08:00
Vadim Gimpelson 604b9eaec5 [BUGFIX] Fix accuracy regression for NVIDIA-Nemotron-3-Nano-30B-A3B-NVFP4 with TP>1 (#34476)
Signed-off-by: Vadim Gimpelson <vadim.gimpelson@gmail.com>
2026-02-14 23:25:17 -08:00
50dbd6c9e6 [bugfix] Fix critical bug when reporting for all paths where handler.create_error_response is used (#34516)
Signed-off-by: Stanislav Kirillov <stas@nebius.com>
Co-authored-by: Stanislav Kirillov <stas@nebius.com>
Co-authored-by: Cyrus Leung <tlleungac@connect.ust.hk>
2026-02-14 23:24:25 -08:00
Andreas Karatzas 98bcc6ca59 [CI][Entrypoints] Validate detokenize token IDs to prevent int64 overflow causing 500 (#34468)
Signed-off-by: Andreas Karatzas <akaratza@amd.com>
2026-02-14 23:08:38 -08:00
Andreas Karatzas f13e86d8dd [Kernels] Fix Helion GPU utils to use platform-agnostic device name API (#34537)
Signed-off-by: Andreas Karatzas <akaratza@amd.com>
2026-02-14 20:29:23 -08:00
Woosuk Kwon 9ca768c740 [Model Runner V2] Minor cleanup for Sampler (#34563)
Signed-off-by: Woosuk Kwon <woosuk@inferact.ai>
2026-02-14 18:29:03 -08:00
Thomas Parnell d5fe3f702c [Hybrid] Enable mamba prefix cache "align" mode with async scheduling (#33997)
Signed-off-by: Thomas Parnell <tpa@zurich.ibm.com>
2026-02-14 13:15:56 -08:00
Cyrus Leung 73391a1baa [Renderer] Move InputPreprocessor into Renderer (1/2) (#34510)
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
Signed-off-by: Cyrus Leung <cyrus.tl.leung@gmail.com>
2026-02-14 10:14:21 -08:00
Roger Wang 2f186635cb [Bugfix] Fix Qwen3.5 config loading (#34554)
Signed-off-by: Roger Wang <hey@rogerw.io>
2026-02-14 03:56:11 -08:00
Kata Coder d1ea65d0a1 [new model] add COLQwen3 code & Inference (#34398)
Signed-off-by: craftsangjae <craftsangjae@gmail.com>
Signed-off-by: katacoder <craftsangjae@gmail.com>
2026-02-14 12:15:19 +08:00
Andreas Karatzas de42abb366 [CI] Heavy refactoring of Voxtral multimodal audio model tests (#34294)
Signed-off-by: Andreas Karatzas <akaratza@amd.com>
2026-02-13 20:04:29 -08:00
Julien Denize 60ca7981bc Add explicit validation error for tool calls. (#34438)
Signed-off-by: juliendenize <julien.denize@mistral.ai>
2026-02-13 20:04:01 -08:00
Christian S. PeroneandCyrus Leung 0ef5b9147b fix: use __annotations__ instead of get_type_hints() for dynamic kwargs detection (#34527)
Signed-off-by: Christian S. Perone <christian.perone@gmail.com>
Signed-off-by: Christian S. Perone <perone@users.noreply.github.com>
Co-authored-by: Cyrus Leung <cyrus.tl.leung@gmail.com>
2026-02-13 20:03:37 -08:00
Shiyan Deng ed242652d7 [bug] Make sure get_modality_with_max_tokens is deterministic (#34533)
Signed-off-by: Shiyan Deng <dsy842974287@meta.com>
2026-02-13 20:02:59 -08:00
Wei Zhao b37b679770 [Feature][Perf] Support Selective CPU Weight Offloading (#34535)
Signed-off-by: wzhao18 <wzhao18.sz@gmail.com>
2026-02-13 20:02:24 -08:00