Commit Graph
21473 Commits
Author SHA1 Message Date
Aarushi JainandAndreas Karatzas 91b96a533c [ROCm][CI] Shard MI300 Multimodal Processor (#57056)
Signed-off-by: aarushjain29 <Aarushi.Jain2@amd.com>
Co-authored-by: Andreas Karatzas <akaratza@amd.com>
2026-09-16 18:55:14 -05:00
andrewor14 62f9482583 [Tests] Delete deprecate torchao tests for v1 configs (#52956)
Signed-off-by: andrewor14 <andrewor14@gmail.com>
2026-09-16 23:11:27 +00:00
xinnywinneandBenjamin Chislett fbf2c5e8be [Frontend] Add per-request metrics to Responses API (#55084)
Signed-off-by: wxin <wxin@nvidia.com>
Co-authored-by: Benjamin Chislett <bchislett@nvidia.com>
2026-09-16 22:52:05 +00:00
aoshen02 0983aef8da [Frontend] Return prompt metadata from /inference/v1/generate (#53187) 2026-09-16 15:29:07 -07:00
Robert ShawandClaude 6c3d9816af [BugFix][KV Connector] Fix Deadlock with KVConnector + MTP under KV Pressure (#57104)
Signed-off-by: Robert Shaw <robertgshaw2@gmail.com>
Co-authored-by: Claude <noreply@anthropic.com>
2026-09-16 22:22:07 +00:00
yzong-rhandFlora Feng 5a6ccc5892 [Bugfix] Add Responses cache_write_tokens for API compat and CC parity (#57222)
Signed-off-by: Yifan Zong <yzong@redhat.com>
Co-authored-by: Flora Feng <4florafeng@gmail.com>
2026-09-16 21:52:34 +00:00
Yongye Zhu 929aa2a7ed [Build] Bump DeepGEMM pin to a6bbb80 (#57218) 2026-09-16 14:49:35 -07:00
24a63b3340 [CI][Bugfix] Initialize _transfer_layer_group_ids in region_pull_worker fixture (#57211)
Signed-off-by: kimi-no-na-wa <kimi-no-na-wa@users.noreply.github.com>
Co-authored-by: kimi-no-na-wa <kimi-no-na-wa@users.noreply.github.com>
Co-authored-by: Robert Shaw <114415538+robertgshaw2-redhat@users.noreply.github.com>
2026-09-16 21:20:28 +00:00
Flora Feng e0705731be [Refactor] Remove unused interface methods (#57194)
Signed-off-by: sfeng33 <4florafeng@gmail.com>
2026-09-16 21:00:48 +00:00
danisereb 2bdbbc8080 [BugFix] Fix is_supported of cutlass FP8 linear (selected and fails on A100) (#55884)
Signed-off-by: Daniel Serebrenik <daserebrenik@nvidia.com>
2026-09-16 12:31:43 -07:00
Woosuk Kwon 30b847c1fa [Perf][DSV4.1] Remove MegaMoE padding and shared padding workaround (#57204)
Signed-off-by: Woosuk Kwon <woosuk@inferact.ai>
2026-09-16 19:09:30 +00:00
Shanshan Shen bc0f47cd03 [ROCm][Bugfix] Revert #56433 + #51692 to fix accuracy breakdown for DeepSeek-V4 (#57132)
Signed-off-by: Shanshan Shen <87969357+shen-shanshan@users.noreply.github.com>
2026-09-16 18:58:23 +00:00
cjackal 403f182c02 [MM] Keep raw pixels through dp-sharded ViT path (#56872)
Signed-off-by: cjackal <44624812+cjackal@users.noreply.github.com>
2026-09-16 18:47:27 +00:00
jxjandHarry Mellor 6b6bf6b3c3 [Bugfix] Remove unsupported comma-separated detailed trace values (#55702)
Signed-off-by: git-jxj <65210887+git-jxj@users.noreply.github.com>
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Co-authored-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
2026-09-16 18:44:48 +00:00
AlecandCodex 9639cbde04 [Rust Frontend] Expose local DP size in gRPC Control metadata (#57116)
Signed-off-by: Alec Flowers <aflowers@nvidia.com>
Co-authored-by: Codex <noreply@openai.com>
2026-09-16 11:28:08 -07:00
Nicolò Lucchesi fc8132a5e5 [Bugfix] Fix np.float64 leaking into the KV transfer metrics log (#57068)
Signed-off-by: NickLucche <nicolo.lucchesi@mistral.ai>
2026-09-16 18:09:05 +00:00
9f9e1dac26 [Bugfix][Model] Restore causal image SWA for DeepSeek V4.1 (#57152)
Signed-off-by: Juntian Liu <Juntianl777@gmail.com>
Signed-off-by: Isotr0py <Isotr0py@outlook.com>
Co-authored-by: Codex <noreply@openai.com>
Co-authored-by: Isotr0py <Isotr0py@outlook.com>
2026-09-16 18:09:00 +00:00
Harry MellorandClaude Opus 5 651a88c09a [CI] Ignore ruff D209, rejoin the docstrings it split, and silence incompatible-rule warnings (#57212)
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Co-authored-by: Claude Opus 5 (1M context) <noreply@anthropic.com>
2026-09-16 10:57:24 -07:00
Misha Goin 1085b64425 [Benchmark] Retire stale benchmarks and consolidate RMSNorm (#57083)
Signed-off-by: Misha Goin <mgoin64@gmail.com>
2026-09-16 13:21:43 -04:00
Cyrus Leung 0b9e018fb9 [MM] Further cleanup _apply_hf_processor_main (#53610)
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
2026-09-16 10:21:00 -07:00
Rebecca LeeandCursor 6ca2b23e22 [ROCm] Expose kFp8DynamicTokenSym on AITER PTPC linears (#54248)
Signed-off-by: Rebecca Lee <rebecca.lee@amd.com>
Co-authored-by: Cursor <cursoragent@cursor.com>
2026-09-16 11:48:30 -05:00
Harry MellorandClaude Opus 5 8c1557a79c Add pydocstyle to the ruff rules (#52136)
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Signed-off-by: Harry Mellor <hej.mellor@gmail.com>
Co-authored-by: Claude Opus 5 (1M context) <noreply@anthropic.com>
2026-09-16 16:44:29 +00:00
Nicolò Lucchesi 804e5377aa [Bugfix][HiSparse][PD] Align region-mapped pulls across logical block sizes (#57077)
Signed-off-by: NickLucche <nicolo.lucchesi@mistral.ai>
2026-09-16 18:39:07 +02:00
Robert ShawandClaude 42919b49c5 [P/D] Report prefill worker cache hits in prompt_tokens_details (#54222)
Signed-off-by: Robert Shaw <robshaw@redhat.com>
Co-authored-by: Claude <noreply@anthropic.com>
2026-09-16 15:23:31 +00:00
semerandreClaudemergify[bot] <37929162+mergify[bot]@users.noreply.github.com>Jiangyun Zhu
dff1bde84d [Model] Qwen4Exp: fp8_e4m3 main KV cache on the QSA path (#55557)
Signed-off-by: Andrea Semeraro <andrea.semeraro@sezione1.it>
Co-authored-by: Claude <noreply@anthropic.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
Co-authored-by: Jiangyun Zhu <riverclouds.zhu@qq.com>
2026-09-16 15:07:52 +00:00
Roberto L. CastroLucas Wilkinsonmergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
e97ff80613 [BugFix][PCP] Handle missing DP metadata in one-sided EP (#54016)
Signed-off-by: LopezCastroRoberto <robertol.c510@gmail.com>
Co-authored-by: Lucas Wilkinson <lwilkins@redhat.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
2026-09-16 10:24:59 -04:00
linitra24 ca542ee154 [Model][LoRA] Enable LoRA support for ModernBertModel (#57148)
Signed-off-by: linitra24 <renshuang.zhou@daocloud.io>
2026-09-16 14:16:09 +00:00
linitra24andJee Jee Li c81eb3e69c [LoRA] Support modules_to_save for sequence classification (#53555)
Signed-off-by: linitra24 <Joy25810@foxmail.com>
Signed-off-by: linitra24 <renshuang.zhou@daocloud.io>
Co-authored-by: Jee Jee Li <pandaleefree@gmail.com>
2026-09-16 07:15:42 -07:00
Harry Mellormergify[bot] <37929162+mergify[bot]@users.noreply.github.com>Claude Opus 5
ec4a3a5370 [CI] Bump Transformers version to 5.17.0 (#56108)
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
Co-authored-by: Claude Opus 5 <noreply@anthropic.com>
2026-09-16 06:34:16 -07:00
sashko-zakharchukandzjy0516 f8b5c11468 [Bugfix][Kimi-K3] Do not classify a stateless first chunk as a decode (#51483)
Signed-off-by: Oleksandr Zakharchuk <oleksandr.zakharchuk@gmail.com>
Signed-off-by: zjy0516 <riverclouds.zhu@qq.com>
Co-authored-by: zjy0516 <riverclouds.zhu@qq.com>
2026-09-16 21:24:48 +08:00
975dca5bb5 [Perf][GDN] Scatter mixed speculative outputs into the caller buffer (#57140)
Signed-off-by: Arpan Tripathi <tripathiarpan20@gmail.com>
Signed-off-by: zjy0516 <riverclouds.zhu@qq.com>
Co-authored-by: Xavier Lyu <9938360+xavierlyu@users.noreply.github.com>
Co-authored-by: Bohdan Podziubanchuk <114604629+Danbog32@users.noreply.github.com>
Co-authored-by: zjy0516 <riverclouds.zhu@qq.com>
Co-authored-by: Codex <noreply@openai.com>
2026-09-16 13:03:57 +00:00
Nicolò Lucchesi 8b1d188046 [Bugfix][Mooncake] Report request-level KV load failures under HMA (#56855)
Signed-off-by: NickLucche <nicolo.lucchesi@mistral.ai>
2026-09-16 14:55:40 +02:00
Vineeth Sai Varikuntlamergify[bot] <37929162+mergify[bot]@users.noreply.github.com>Harry Mellor
903285fbcc [Bugfix] Let an optional Literal flag accept the None it advertises (#52370)
Signed-off-by: Vineeth Sai <vineethsai4444@gmail.com>
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
Co-authored-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
2026-09-16 12:14:54 +00:00
Harshit KediaandClaude Opus 5 6a2fdf9ac6 [Model] Optimize Sarvam MLA routing and preserve FP32 router logits (#56034)
Signed-off-by: Harshit Kedia <harshit@sarvam.ai>
Co-authored-by: Claude Opus 5 (1M context) <noreply@anthropic.com>
2026-09-16 20:02:47 +08:00
Flora Feng 3bb7826214 [Agent] Add agent instructions for parser directories (#56883)
Signed-off-by: sfeng33 <4florafeng@gmail.com>
2026-09-16 06:55:26 -04:00
wangxiyuanandmergify[bot] <37929162+mergify[bot]@users.noreply.github.com> 118e17f5ff [Platform] Move env check function to platform interface (#48599)
Signed-off-by: wangxiyuan <wangxiyuan1007@gmail.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
2026-09-16 10:08:36 +00:00
d6a1677d55 [Model][DSv4.1] FlashMLA mega attention and the NVFP4 compressed KV cache (#56935)
Signed-off-by: Yongye Zhu <yongye@inferact.ai>
Signed-off-by: 云挚 <ningyunxiao.nyx@antgroup.com>
Signed-off-by: Yongye Zhu <zyy1102000@gmail.com>
Co-authored-by: Yongye Zhu <yongye@inferact.ai>
Co-authored-by: Claude Opus 5 (1M context) <noreply@anthropic.com>
Co-authored-by: Yunxiao Ning <73625538+foraxe@users.noreply.github.com>
Co-authored-by: AI Assistant <noreply@openai.com>
2026-09-16 03:07:50 -07:00
Adababyandshaolila ceb87de065 [Misc] Remove no-op self-assignments across vLLM (#55988)
Signed-off-by: shaolila <shaolila@buaa.edu.cn>
Co-authored-by: shaolila <shaolila@buaa.edu.cn>
2026-09-16 02:17:07 -07:00
Harry MellorandClaude Opus 5 5f203baedb [Docs] Split slash-combined docstring parameters (#57141)
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Co-authored-by: Claude Opus 5 (1M context) <noreply@anthropic.com>
2026-09-16 02:16:32 -07:00
Ganesh RandCursor 82731931ae [Bugfix][CPU] Fall back to CpuPlatform when zentorch fails to import (#54923)
Signed-off-by: R <Ganesh.R@amd.com>
Co-authored-by: Cursor <cursoragent@cursor.com>
2026-09-16 17:15:12 +08:00
Canlin GuoandCodex 03f67b3ad1 [Perf][DSV4.1] Pad shared experts for native MegaMoE fusion (#56568)
Signed-off-by: Canlin <canlinguosdu@gmail.com>
Co-authored-by: Codex <noreply@openai.com>
2026-09-16 17:08:42 +08:00
Misha Goin 0384e72693 [UX] Add thinking support to vllm chat (#57045) 2026-09-16 09:54:10 +01:00
35f6047c1a [XPU][Bugfix] Fix Qwen2-Audio ValueError on audio clips longer than 30s (#56912)
Signed-off-by: Jakub Byczkowski <jakub.byczkowski@intel.com>
Signed-off-by: Kunshang Ji <kunshang.ji@intel.com>
Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
Co-authored-by: Kunshang Ji <kunshang.ji@intel.com>
2026-09-16 16:54:02 +08:00
f37c550bf6 [Feature][Frontend] Expose effective attention block size for DCP (#56538)
Co-authored-by: Bugen Zhao <i@bugenzhao.com>
Co-authored-by: OpenAI Codex <noreply@openai.com>
Signed-off-by: Julien Darve <jdarve@NVIDIA.com>
Signed-off-by: Bugen Zhao <i@bugenzhao.com>
2026-09-16 08:29:43 +00:00
wenjinhust 0d8173d153 [Bugfix][Frontend] Lazy-import model_hosting_container_standards to prevent log suppression (#51366)
Signed-off-by: wenjinhust <wenjin.sh@huawei.com>
2026-09-16 08:25:49 +00:00
dev 8be5205abb [Parser] Fix: correct parser frontend handling of reasoning end and boundary tokens (#56635)
Signed-off-by: DEV TYAGI <devtyagi3909@gmail.com>
2026-09-16 01:17:22 -07:00
Ama Senevirathneandamasen02 9ca6dbba71 fix(multimodal): tolerate malformed EXIF metadata during hashing (#56527) (#56576)
Signed-off-by: amasen02 <amasen02@users.noreply.github.com>
Co-authored-by: amasen02 <amasen02@users.noreply.github.com>
2026-09-16 07:56:50 +00:00
Li, Jiang b68408043d [Bugfix][CPU] Add per-tensor FP8 W8A16 kernel to fix Ministral crash on CPU (#56985)
Signed-off-by: jiang1.li <jiang1.li@intel.com>
2026-09-16 15:49:17 +08:00
MINJUN GILandOr Ozeri f12fe10c5c [Bugfix][KV Offload] Track cache recency once per request (#51787)
Signed-off-by: mindungil <alswnsrlf12@naver.com>
Co-authored-by: Or Ozeri <oro@il.ibm.com>
2026-09-16 10:47:26 +03:00
ab35354c21 [ROCm][AITER] Skip AITER norm kernels when flattening to 2D would copy (#55991)
Signed-off-by: Zheng Gong <zgong@amd.com>
Co-authored-by: Cursor <cursoragent@cursor.com>
Co-authored-by: TJian <tunjian.tan@embeddedllm.com>
2026-09-16 07:26:56 +00:00