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Author SHA1 Message Date
Ajay Anubolu
4e95ec111c [Bugfix] Fix Qwen3-Next in_proj_ba weight sharding with TP > 1 (#36242) 
Signed-off-by: AjAnubolu <anuboluajay@gmail.com>
 2026-03-09 19:16:26 -07:00
Andreas Karatzas
179547d62c [ROCm][CI] Fix ROCm GPT-OSS Eval test group (#36179) 
Signed-off-by: Andreas Karatzas <akaratza@amd.com>
 2026-03-09 17:55:20 -07:00
youkaichao
f85b4eda3a [bugfix] fix nvlink for nixl/ucx (#36475) 
Signed-off-by: youkaichao <youkaichao@gmail.com>
 2026-03-10 07:49:47 +08:00
Woosuk Kwon
2a194ddd72 [Model Runner V2] Add model_state inputs to CUDA graph capture (#36544) 
Signed-off-by: Woosuk Kwon <woosuk@inferact.ai>
 2026-03-09 15:14:51 -07:00
Shaun Kotek
203a7f27da add nemotron v3 reasoning parser (#36393) 
Signed-off-by: Shaun Kotek - Nvidia <skotek@nvidia.com>
Co-authored-by: root <root@gpu-259.slurm-workers-slurm.slurm.svc.cluster.local>
 2026-03-09 15:11:41 -07:00
Lucas Wilkinson
483463f735 [MRV2] Extensible CG dispatch rework (#35959) 
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
 2026-03-09 13:58:45 -07:00
Matthew Bonanni
4e571ce643 [MTP][Misc] Clean up dead code (#36507) 
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
 2026-03-09 14:43:06 -04:00
Micah Williamson
4ff9b045fe [ROCm][CI] Prep Tests For Change To ROCM_ATTN As New Default Backend On ROCm (#36025) 
Signed-off-by: Micah Williamson <micah.williamson@amd.com>
 2026-03-09 13:27:55 -05:00
Lucas Kabela
3fd03f1ec2 [BE] Rename should_torch_compile_mm_vit to should_torch_compile_mm_encoder (#36281) 
Signed-off-by: Lucas Kabela <lucaskabela@meta.com>
 2026-03-09 18:22:05 +00:00
Woosuk Kwon
10a5f4d53d [Model Runner V2] Use NamedTuple for execute_model_state (#35930) 
Signed-off-by: Woosuk Kwon <woosuk@inferact.ai>
 2026-03-09 11:17:34 -07:00
Simon Mo
fe0c085c28 [Docs] Remove the reo beacon (#36528) 
Co-authored-by: Cursor Agent <cursoragent@cursor.com>
 2026-03-09 11:16:50 -07:00
Taneem Ibrahim
8d6b3d5dda [Misc] Refactored 5 duplicate helper functions that were copied-pasted across multiple parsers (#36436) 
Signed-off-by: Taneem Ibrahim <taneem.ibrahim@gmail.com>
 2026-03-09 14:14:11 -04:00
Copilot
4b87ffbefb [torch.compile] Rename compile_ranges_split_points to compile_ranges_endpoints (#36027) 
Signed-off-by: Luka Govedič <ProExpertProg@users.noreply.github.com>
Co-authored-by: copilot-swe-agent[bot] <198982749+Copilot@users.noreply.github.com>
Co-authored-by: ProExpertProg <11367180+ProExpertProg@users.noreply.github.com>
Co-authored-by: Luka Govedič <ProExpertProg@users.noreply.github.com>
 2026-03-09 18:04:40 +00:00
Shaun Kotek
fa028207aa Fix/resupport nongated fused moe triton (#36412) 
Signed-off-by: Shaun Kotek - Nvidia <skotek@nvidia.com>
Signed-off-by: Natan Bagrov <nbagrov@nvidia.com>
Signed-off-by: Daniel Serebrenik <daserebrenik@nvidia.com>
Signed-off-by: zjy0516 <riverclouds.zhu@qq.com>
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Signed-off-by: yewentao256 <zhyanwentao@126.com>
Signed-off-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com>
Signed-off-by: liweiguang <codingpunk@gmail.com>
Signed-off-by: wang.yuqi <yuqi.wang@daocloud.io>
Signed-off-by: wang.yuqi <noooop@126.com>
Signed-off-by: Alex Brooks <albrooks@redhat.com>
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
Signed-off-by: cong-or <conchubhar.gannon@gmail.com>
Signed-off-by: Tushar Shetty <tushar.shetty@abbyy.com>
Signed-off-by: Tushar Shetty <54362365+tusharshetty61@users.noreply.github.com>
Signed-off-by: jiang1.li <jiang1.li@intel.com>
Signed-off-by: zhenwei-intel <zhenwei.liu@intel.com>
Signed-off-by: Xin Yang <xyangx@amazon.com>
Signed-off-by: Kevin H. Luu <khluu000@gmail.com>
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
Co-authored-by: nvnbagrov <nbagrov@nvidia.com>
Co-authored-by: Sage <80211083+sagearc@users.noreply.github.com>
Co-authored-by: danisereb <daserebrenik@nvidia.com>
Co-authored-by: Jiangyun Zhu <riverclouds.zhu@qq.com>
Co-authored-by: Kunshang Ji <kunshang.ji@intel.com>
Co-authored-by: copilot-swe-agent[bot] <198982749+Copilot@users.noreply.github.com>
Co-authored-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Co-authored-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
Co-authored-by: Weiguang Li <codingpunk@gmail.com>
Co-authored-by: Claude Opus 4.6 <noreply@anthropic.com>
Co-authored-by: Li, Jiang <jiang1.li@intel.com>
Co-authored-by: wang.yuqi <yuqi.wang@daocloud.io>
Co-authored-by: Alex Brooks <albrooks@redhat.com>
Co-authored-by: Cyrus Leung <tlleungac@connect.ust.hk>
Co-authored-by: cong-or <conchubhar.gannon@gmail.com>
Co-authored-by: Tushar Shetty <54362365+tusharshetty61@users.noreply.github.com>
Co-authored-by: liuzhenwei <zhenwei.liu@intel.com>
Co-authored-by: Xin Yang <105740670+xyang16@users.noreply.github.com>
Co-authored-by: Kevin H. Luu <khluu000@gmail.com>
Co-authored-by: Isotr0py <mozf@mail2.sysu.edu.cn>
 2026-03-09 11:01:18 -07:00
Russell Bryant
d460a18fc6 [Docs] Expand --allowed-media-domains security guidance with threat details (#36506) 
Signed-off-by: Russell Bryant <rbryant@redhat.com>
 2026-03-09 17:43:42 +00:00
Woosuk Kwon
6e956d9eca [Model Runner V2] Add dummy profile_cudagraph_memory API (#36520) 
Signed-off-by: Woosuk Kwon <woosuk@inferact.ai>
 2026-03-09 10:20:13 -07:00
Andreas Karatzas
1e0f917b34 [ROCm][CI] Fix logprob divergence for TitanML/tiny-mixtral under AITER rms_norm (#36101) 
Signed-off-by: Andreas Karatzas <akaratza@amd.com>
 2026-03-09 12:07:44 -05:00
Andreas Karatzas
c174d54f86 [ROCm][CI] Fix ROCm attention backend validation for head sizes, block sizes, and compute capability checks (#36292) 
Signed-off-by: Andreas Karatzas <akaratza@amd.com>
 2026-03-09 12:02:41 -05:00
SoluMilken
55d27cca55 [Misc] fix typo: dependant -> dependent (2 lines change) (#36511) 
Signed-off-by: SoluMilken <ypiheyn.imm02g@g2.nctu.edu.tw>
 2026-03-09 10:00:12 -07:00
Roberto L. Castro
580864d81e [Attention][Perf][Kernel] Replace torch.cat with vectorized CUDA kernel MLA query concat - DeepSeek-V3.2 (#34917) 
Signed-off-by: LopezCastroRoberto <rocastro@redhat.com>
Signed-off-by: Roberto L. Castro <38211239+LopezCastroRoberto@users.noreply.github.com>
 2026-03-09 09:50:36 -07:00
Roberto L. Castro
2b28b9b269 [Attention][Perf] Optimize cp_gather_and_upconvert_fp8_kv_cache - DeepSeek-v3.2 (#35290) 
Signed-off-by: LopezCastroRoberto <rocastro@redhat.com>
Co-authored-by: Claude <noreply@anthropic.com>
 2026-03-09 09:46:57 -07:00
Taoyu Zhu
70485a11bd [ROCM] Optimize the fused_topk_bias to use aiter instead of fallback torch ops. (#36253) 
Signed-off-by: zhutaoyu <zhutaoyu97@gmail.com>
 2026-03-09 11:30:35 -05:00
Harry Mellor
74a9f54cdb [CI] Fix edge case that could lead to broken docs builds on main (#36515) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2026-03-09 09:06:19 -07:00
Matthew Bonanni
00c4cb5606 [Bugfix] Clear stale CG keys after memory profiling (#36416) 
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
 2026-03-09 11:56:00 -04:00
Wentao Ye
941e52c298 [Refactor] Simplify chat_completion_full_generator for tool parsers (#35634) 
Signed-off-by: yewentao256 <zhyanwentao@126.com>
 2026-03-09 23:33:46 +08:00
Wentao Ye
be292b7c14 [Bug] Fix pooling model benchmark script (#36300) 
Signed-off-by: yewentao256 <zhyanwentao@126.com>
 2026-03-09 11:17:45 -04:00
Matthew Bonanni
77a73458e3 Reapply [Attention] Refactor check_and_update_config (#35122) 
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
 2026-03-09 07:17:14 -07:00
Tianyu Guo
5578f2a4d3 Support online use_audio_in_video (#36319) 
Signed-off-by: Tianyu Guo <guoty9@mail2.sysu.edu.cn>
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
Co-authored-by: Isotr0py <mozf@mail2.sysu.edu.cn>
 2026-03-09 07:16:44 -07:00
Cyrus Leung
3ec2115015 [Frontend] Move warmup into Renderer (#36482) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2026-03-09 06:03:21 -07:00
Isotr0py
b0906d8b02 [MM Encoder] Default to use TORCH_SDPA backend for ViT on Volta/Turing GPU (#36472) 
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
 2026-03-09 03:43:44 -07:00
Kevin H. Luu
aaf5fa9abf [ci] Bound openai dependency to 2.24.0 (#36471) 
Signed-off-by: Kevin H. Luu <khluu000@gmail.com>
 2026-03-09 03:43:26 -07:00
Cyrus Leung
f96c3ab08c [Deprecation][1/2] Remove items deprecated in v0.18 (#36470) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2026-03-09 03:43:23 -07:00
Xin Yang
dc6b578466 [Kernel] Add fused_sigmoid_gating_delta_rule_update kernel for Qwen3 Next (#35777) 
Signed-off-by: Xin Yang <xyangx@amazon.com>
 2026-03-08 23:41:01 -07:00
liuzhenwei
1bc9c77f6d [XPU] Add test script of PD disaggregation (#36434) 
Signed-off-by: zhenwei-intel <zhenwei.liu@intel.com>
 2026-03-09 05:50:27 +00:00
Alex Brooks
65a4da1504 [Frontend] Add Support for MM Encoder/Decoder Beam Search (Online Transcriptions) (#36160) 
Signed-off-by: Alex Brooks <albrooks@redhat.com>
 2026-03-09 05:46:23 +00:00
Li, Jiang
217f27598d [Bugfix] Avoid to replace non-tensor members in cpu model runner (#36430) 
Signed-off-by: jiang1.li <jiang1.li@intel.com>
 2026-03-09 13:06:28 +08:00
wang.yuqi
fff3711a24 [Frontend][2/n] Improve pooling entrypoints | embed. (#36110) 
Signed-off-by: wang.yuqi <yuqi.wang@daocloud.io>
Signed-off-by: wang.yuqi <noooop@126.com>
 2026-03-09 11:42:19 +08:00
Tushar Shetty
c4d859c274 [Bugfix] Skip out-of-stage layers in get_layers_from_vllm_config for pipeline parallel (#36243) 
Signed-off-by: Tushar Shetty <tushar.shetty@abbyy.com>
Signed-off-by: Tushar Shetty <54362365+tusharshetty61@users.noreply.github.com>
 2026-03-08 20:40:16 -07:00
cong-or
747431044d feat(attention): extract KV-cache update from FlexAttention backend (#36263) 
Signed-off-by: cong-or <conchubhar.gannon@gmail.com>
 2026-03-08 20:40:12 -07:00
Cyrus Leung
d62856b928 [Misc] Move processors to transformers_utils (#35953) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2026-03-09 11:31:39 +08:00
Alex Brooks
bd2659a566 Increase Flexibility for OOV Multimodal Token Handling (#34858) 
Signed-off-by: Alex Brooks <albrooks@redhat.com>
 2026-03-08 20:30:49 -07:00
Shaun Kotek
90512b2e8b fix: Use iterator as not to store all the file loads in memory at once (#36149) 
Signed-off-by: Shaun Kotek - Nvidia <skotek@nvidia.com>
 2026-03-08 20:25:21 -07:00
wang.yuqi
dcf8862fd4 [Examples][1/n] Resettle basic examples. (#35579) 
Signed-off-by: wang.yuqi <yuqi.wang@daocloud.io>
Signed-off-by: wang.yuqi <noooop@126.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
Co-authored-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2026-03-08 20:22:53 -07:00
Weiguang Li
43aa389231 [Bugfix] Fix CPU OMP autobind assertion to use local_world_size (#35815) 
Signed-off-by: liweiguang <codingpunk@gmail.com>
Co-authored-by: Claude Opus 4.6 <noreply@anthropic.com>
Co-authored-by: Li, Jiang <jiang1.li@intel.com>
 2026-03-08 20:07:29 -07:00
Wentao Ye
384425f84e [Dependency] Remove default ray dependency (#36170) 
Signed-off-by: yewentao256 <zhyanwentao@126.com>
Signed-off-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
 2026-03-08 20:06:22 -07:00
Harry Mellor
a0f44bb616 Allow markdownlint to run locally (#36398) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2026-03-08 20:05:24 -07:00
Kunshang Ji
fde4771bbd [XPU][Doc] update xpu document about triton dependency/conflict issue. (#36301) 
Co-authored-by: copilot-swe-agent[bot] <198982749+Copilot@users.noreply.github.com>
 2026-03-09 02:09:22 +00:00
Jiangyun Zhu
e5ff140216 [cudagraph] fix cudagraph warning in deepseekv32 (#28044) 
Signed-off-by: zjy0516 <riverclouds.zhu@qq.com>
 2026-03-08 20:27:41 -04:00
danisereb
0a6a3a1290 Add support for ModelOpt MXFP8 MoE models (#35986) 
Signed-off-by: Daniel Serebrenik <daserebrenik@nvidia.com>
 2026-03-08 13:00:05 -07:00
Sage
4497431df6 [Frontend] Add GPU-less render serving path (vllm launch render) (#36166) 2026-03-08 16:35:09 +01:00