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Harry Mellor
f83b933b84 [CI] Bump mypy version to 1.19.1 (#36104) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
v0.17.1rc0 		2026-03-10 09:18:28 -07:00
Pleaplusone
82f3f30e26 [ROCm][Perf] Enable sparse_mla's cudagraph on ROCm platform (#35719) 
Signed-off-by: ganyi <ygan@amd.com>
 2026-03-10 09:14:35 -07:00
Matthew Bonanni
9095cbbfb6 [Bugfix][Sparse MLA] report indexer CG support properly (#36519) 
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
 2026-03-10 09:14:31 -07:00
Hashem Hashemi
721ae79f50 Improvements to wvSplitKrc skinny GEMM solution (#34304) 
Signed-off-by: Hashem Hashemi <hashem.hashemi@amd.com>
 2026-03-10 09:14:27 -07:00
AllenDou
aefc59f088 FunASR model bugfix (#36633) 
Signed-off-by: zixiao <shunli.dsl@alibaba-inc.com>
Co-authored-by: zixiao <shunli.dsl@alibaba-inc.com>
 2026-03-10 08:14:21 -07:00
Harry Mellor
d88f28da05 Fix hf_override_fn when it modifies model_type (#35200) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2026-03-10 15:03:18 +00:00
Srinivasoo7
106ff69c4e feat(kv-offload): Strategy A — StoreReusedOffloadingManager gates CPU stores on reuse frequency (#35342) 
Signed-off-by: srinivas_oo7 <Sriusa4414@gmail.com>
Signed-off-by: Sriusa4414@gmail.com
Signed-off-by: Srinivasoo7 <158864704+Srinivasoo7@users.noreply.github.com>
Co-authored-by: srinivas_oo7 <sklinkedin0120@gmail.com>
Co-authored-by: Srinivasoo7 <158864704+Srinivasoo7@users.noreply.github.com>
Co-authored-by: Or Ozeri <oro@il.ibm.com>
 2026-03-10 14:43:40 +00:00
Jiangyun Zhu
ca5fb4bbd8 [Bugfix] Avoid merging empty-only partitions into splitting-op subgraphs (#36595) 
Signed-off-by: zjy0516 <riverclouds.zhu@qq.com>
 2026-03-10 07:39:01 -07:00
Alvin Tang
cf88b23749 fix: check HTTP status in batch read_file to prevent silent failures (#36397) 
Signed-off-by: gambletan <ethanchang32@gmail.com>
Co-authored-by: gambletan <ethanchang32@gmail.com>
Co-authored-by: Claude Opus 4.6 <noreply@anthropic.com>
 2026-03-10 07:22:40 -07:00
wang.yuqi
a3189a08b0 [Model] Consolidate score logic by introduce score_type (#36479) 
Signed-off-by: wang.yuqi <yuqi.wang@daocloud.io>
 2026-03-10 13:32:25 +00:00
SoluMilken
409c4e632d [Misc] fix typo: homogenous-> homogeneous (2 lines change) (#36508) 
Signed-off-by: SoluMilken <ypiheyn.imm02g@g2.nctu.edu.tw>
 2026-03-10 06:25:37 -07:00
Raushan Turganbay
8850738b70 [Bugfix] Fix processor signature (#36630) 
Signed-off-by: raushan <raushan@huggingface.co>
Co-authored-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2026-03-10 06:20:47 -07:00
Mark McLoughlin
234860399b [Frontend][Core] Revert "Add shutdown timeout" (#34730 and #36270) (#36628) 
Signed-off-by: Mark McLoughlin <markmc@redhat.com>
 2026-03-10 06:20:41 -07:00
Harry Mellor
c88510083b Fix Qwen2.5-VL test for Transformers v5 (#36532) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2026-03-10 12:05:34 +00:00
Vadim Gimpelson
4ff8c3c8f9 [BUGFIX][Mamba][Qwen3.5] Zero freed SSM cache blocks on GPU (#35219) 
Signed-off-by: Vadim Gimpelson <vadim.gimpelson@gmail.com>
 2026-03-10 03:32:20 -07:00
Chang Su
507ddbe992 feat(grpc): extract gRPC servicer into smg-grpc-servicer package, add --grpc flag to vllm serve (#36169) 
Signed-off-by: Chang Su <chang.s.su@oracle.com>
Co-authored-by: Nick Hill <nhill@redhat.com>
 2026-03-10 03:29:59 -07:00
Nick Hill
ddbb0d230a [Model Runner V2] Fix mm input embeddings lookup (#36588) 
Signed-off-by: Nick Hill <nickhill123@gmail.com>
 2026-03-10 00:24:58 -07:00
Nick Hill
9efc3bdcd6 [Model Runner V2] Fix _compute_slot_mappings_kernel for chunked prefill (#36580) 
Signed-off-by: Nick Hill <nickhill123@gmail.com>
 2026-03-10 00:23:42 -07:00
amirkl94
156e33553c Fix: Re-Enable EP for trtllm MoE FP8 backend (#36494) 
Signed-off-by: Amir Klein <203507526+amirkl94@users.noreply.github.com>
 2026-03-09 23:11:27 -07:00
hallerite
d0cd736caa [Bugfix] Fix RuntimeError: Already borrowed that degrades VLM serving throughput under concurrent load. (#36557) 
Signed-off-by: hallerite <hallerite@users.noreply.github.com>
Signed-off-by: hallerite <git@hallerite.com>
Co-authored-by: Cyrus Leung <tlleungac@connect.ust.hk>
 2026-03-09 22:30:51 -07:00
Harry Mellor
195c997203 Fix LFM2 MoE test for Transformers v5 (#36534) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2026-03-09 22:29:17 -07:00
Zhuohan Li
04b67d8f62 Remove unused disable_fallback field (#36546) 2026-03-09 20:56:54 -07:00
Wentao Ye
7279374f91 [Perf] Compute maxsim in worker side, reducing redundant copies, 2.7% E2E throughput improvement (#36159) 
Signed-off-by: yewentao256 <zhyanwentao@126.com>
 2026-03-09 20:55:58 -07:00
Woosuk Kwon
006aea17d7 [BugFix] Remove incorrect assert in split_decodes_and_prefills (#36553) 
Signed-off-by: Woosuk Kwon <woosuk@inferact.ai>
 2026-03-09 20:02:02 -07:00
Hojin Yang
0836be3b03 [Model] Add HyperCLOVAX-SEED-Think-32B vision-language model support (#31471) 
Signed-off-by: effortprogrammer <yhjhoward7@gmail.com>
Co-authored-by: Cyrus Leung <tlleungac@connect.ust.hk>
 2026-03-10 10:59:19 +08:00
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