Commit Graph
6568 Commits
Author SHA1 Message Date
bastefaniakandGitHub 4d30c510ce [bugfix] Fix Cosmos3 Edge checkpoint weights filtering, video loading, prompt expansion (#49190)
Signed-off-by: Bartosz Stefaniak <bstefaniak@nvidia.com>
2026-07-21 17:18:36 +08:00
6700813f86 [3/N][KV-Cache Layout Refactor] Standardize Mamba cache; drop get_transfer_cache_regions (#44456)
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
Co-authored-by: Claude <noreply@anthropic.com>
Co-authored-by: OpenAI Codex <codex@openai.com>
2026-07-21 09:16:15 +00:00
Nicolò LucchesiandGitHub 7a98c7a392 [Misc] Remove old now unsupported max_num_partial_prefills and max_long_partial_prefills (#49244)
Signed-off-by: NickLucche <nicolo.lucchesi@mistral.ai>
2026-07-21 08:52:52 +00:00
1134545b6f Revert "[Sampler] Stop upcasting logits to fp32 in apply_sampling_params" (#48641) (#49033)
Co-authored-by: vllm-agent <vllm-agent@users.noreply.github.com>
2026-07-21 09:36:45 +01:00
d9aa35161d Update BGE-M3 token expectations for leading spaces (#49269)
Signed-off-by: aoshen02 <aoshen02@users.noreply.github.com>
Co-authored-by: aoshen02 <aoshen02@users.noreply.github.com>
Co-authored-by: Codex <noreply@openai.com>
2026-07-21 03:49:17 +00:00
6bcda970fd [CI][NIXL] Isolate concurrent engine internal ports (#49129)
Signed-off-by: Andreas Karatzas <Andreas.Karatzas@amd.com>
Co-authored-by: OpenAI Codex <noreply@openai.com>
2026-07-20 22:28:11 -05:00
ChaunceyandGitHub 94ed0bf4e0 [Bugfix][KV Offloading] Handle queued request aborts without allocated KV blocks (#49146)
Signed-off-by: chaunceyjiang <chaunceyjiang@gmail.com>
2026-07-21 11:16:26 +08:00
Simon MoandGitHub 72d16aee15 [CI] Exercise FA3 FP8 attention on SM90 (#49231)
Signed-off-by: Simon Mo <simon@inferact.ai>
2026-07-21 10:26:55 +08:00
2e2e626b40 [Bugfix] Count per-group blocks in get_max_concurrency_for_kv_cache_config (#48317)
Signed-off-by: David Orman <ormandj@corenode.com>
Co-authored-by: Luke Alonso <lalonso@gmail.com>
Co-authored-by: Martin Vit <martin@voipmonitor.org>
Co-authored-by: Claude <noreply@anthropic.com>
Co-authored-by: Yifan Qiao <yifanqiao@inferact.ai>
2026-07-21 00:29:10 +00:00
2396a61108 [Attention][MLA][DCP] Query replication for MLA decode (DeepSeek-V2/R1 + Kimi-K2.5) (#45964)
Signed-off-by: Sungsoo Ha <sungsooh@nvidia.com>
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
Co-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
Co-authored-by: Lucas Wilkinson <lwilkins@redhat.com>
Co-authored-by: Matthew Bonanni <mbonanni@redhat.com>
2026-07-20 23:51:27 +00:00
97a668152b [RL Infra][FlashInfer] Enable router replay output from FlashInfer monolithic MoE kernel (#44214)
Signed-off-by: Xuanyu Zhang <xuanyu.zhang@mistral.ai>
Co-authored-by: Claude <noreply@anthropic.com>
Co-authored-by: aoshen02 <aoshen@inferact.ai>
Co-authored-by: OpenAI Codex <noreply@openai.com>
2026-07-20 16:45:10 -07:00
58b2012aa2 [copy of #45208] CuMem slept-L1 fragmentation accounting (#49208)
Signed-off-by: haosdent <haosdent@gmail.com>
Signed-off-by: Justin Wood <justin.m.wood@me.com>
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
Co-authored-by: haosdent <haosdent@gmail.com>
Co-authored-by: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
Co-authored-by: Justin Wood <jwood@me.com>
2026-07-20 23:08:11 +00:00
Charlie FuandGitHub 5feb3950e5 [ROCm][CI] fix test_rocm_quick_reduce.py (#49234)
Signed-off-by: charlifu <charlifu@amd.com>
2026-07-20 16:39:33 -05:00
4ec199b66a [Bugfix][Spec-Decode] Populate draft seq_lens_cpu_upper_bound for spec-decode attention metadata (#44492)
Signed-off-by: Oxana Korzh <okorzh@amd.com>
Signed-off-by: okorzh-amd <okorzh-amd@users.noreply.github.com>
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
Co-authored-by: Cursor <cursoragent@cursor.com>
Co-authored-by: okorzh-amd <okorzh-amd@users.noreply.github.com>
Co-authored-by: Matthew Bonanni <mbonanni@redhat.com>
2026-07-20 20:50:58 +00:00
Roberto L. CastroGitHubmergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
7ca017778f [Feat][Perf] Add new warmup infrastructure for JITs (#47451)
Signed-off-by: LopezCastroRoberto <rocastro@redhat.com>
Signed-off-by: Roberto L. Castro <38211239+LopezCastroRoberto@users.noreply.github.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
2026-07-20 13:21:55 -07:00
fbfe58133d [Bugfix][KV Offload] Preserve reachable tails for hybrid SWA groups (#48911)
Signed-off-by: Colton Ottley <colton@ottleyengineering.com>
Co-authored-by: Colton Ottley <colton@ottleyengineering.com>
Co-authored-by: Or Ozeri <oro@il.ibm.com>
2026-07-20 22:12:36 +03:00
9dd62d80ab Cosmos3 FP8 ModelOpt/Diffusers remapping (#48952)
Signed-off-by: Wojciech Kutak <wkutak@nvidia.com>
Signed-off-by: wkutak <wkutak@nvidia.com>
Signed-off-by: Isotr0py <Isotr0py@outlook.com>
Co-authored-by: Isotr0py <Isotr0py@outlook.com>
Co-authored-by: Roger Wang <hey@rogerw.io>
2026-07-20 11:31:48 -07:00
Matthew BonanniGitHubmergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
bd091079cb [Attention] FlashAttention 4 SM100 FP8 kv cache support (#42569)
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
2026-07-20 10:53:27 -07:00
Isotr0pyandGitHub 15cb8e140d [Multimodal] Allow keeping original image mode for ImageIO (#49159)
Signed-off-by: Isotr0py <Isotr0py@outlook.com>
2026-07-20 13:42:45 +00:00
f007cceb42 [KV Offload] Support self-describing KV events with TieringOffloadingSpec (#48679)
Signed-off-by: Change72 <changg@nvidia.com>
Co-authored-by: OpenAI Codex <codex@openai.com>
2026-07-20 16:41:58 +03:00
0a5069e4e3 [Bugfix][Gemma4] Fix ModelOpt mixed-precision MoE config mapping (#48563)
Signed-off-by: wangqian <601731555@qq.com>
Co-authored-by: OpenAI Codex <codex@openai.com>
2026-07-20 06:39:28 -07:00
hclandGitHub 530ee36a0d fix(openai): reject non-numeric logprobs with 400 instead of 500 (#49144)
Signed-off-by: Chenglun Hu <chenglunhu@gmail.com>
2026-07-20 10:04:50 +00:00
aoshen02andGitHub 9459fc6471 [Bugfix][RL] Set vLLM config during weight reload (#45989)
Signed-off-by: aoshen02 <aoshen@inferact.ai>
2026-07-20 15:02:56 +08:00
5c9f6557d7 [Hardware][CPU] Enable granite-4 model on cpu (#47641)
Signed-off-by: Akash Kaothalkar <akashkaothalkar@akashs-mbp.bl1-in.ibm.com>
Signed-off-by: Akash Kaothalkar <akashkaothalkar@dhcp-9-123-5-76.bl1-in.ibm.com>
Signed-off-by: Akash Kaothalkar <akashkaothalkar@Akashs-MBP.lan>
Signed-off-by: Akash kaothalkar <akash.kaothalkar@ibm.com>
Co-authored-by: Akash Kaothalkar <akashkaothalkar@dhcp-9-123-5-76.bl1-in.ibm.com>
Co-authored-by: Akash Kaothalkar <akashkaothalkar@Akashs-MBP.lan>
Co-authored-by: Akash Kaothalkar <akashkaothalkar@akashs-mbp.bl1-in.ibm.com>
Co-authored-by: Akash kaothalkar <akash.kaothalkar@ibm.com>
Co-authored-by: Li, Jiang <jiang1.li@intel.com>
2026-07-20 06:15:16 +00:00
aoshen02GitHubmvanhornClaude Opus 4.6mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
dcfebf93f4 [Bugfix] Fix logprobs token-string collision from SentencePiece space… (#48674)
Signed-off-by: Allen Shen <aoshen@inferact.ai>
Co-authored-by: mvanhorn <mvanhorn@users.noreply.github.com>
Co-authored-by: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
2026-07-20 12:17:18 +08:00
752bd10647 [ROCm][CI] Fix sparse MLA metadata sync fixture (#49128)
Signed-off-by: Andreas Karatzas <Andreas.Karatzas@amd.com>
Co-authored-by: OpenAI Codex <noreply@openai.com>
2026-07-19 23:02:03 -05:00
1dcbbd9cac [CI] Move compatible 1xL4 jobs to H200 35GB MIG (#43024)
Signed-off-by: Simon Mo <simon@inferact.ai>
Co-authored-by: Simon Mo <simon@inferact.ai>
Co-authored-by: OpenAI Codex <noreply@openai.com>
Co-authored-by: OpenAI Codex <codex@openai.com>
2026-07-19 19:21:25 -07:00
Taneem IbrahimandGitHub e6d1310b2a [Bugfix] Reject removed pooling parameters (#48984)
Signed-off-by: Taneem Ibrahim <taneem.ibrahim@gmail.com>
2026-07-19 05:18:03 -07:00
yzong-rhandGitHub ac5f38a0f7 [Refactor] Extract StructuredOutputsParams creation logic from Request.to_sampling_params (#49003)
Signed-off-by: Yifan Zong <yzong@redhat.com>
2026-07-19 05:18:00 -07:00
b6ff8a2f50 [Core] Add MRV2 virtual-batch PCP for MLA (#46570)
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
Co-authored-by: Codex <noreply@openai.com>
Co-authored-by: OpenAI Codex <codex@openai.com>
Co-authored-by: Matthew Bonanni <mbonanni@redhat.com>
2026-07-19 02:53:15 +00:00
Andreas KaratzasandGitHub df362b2d6d [ROCm][CI] Ensure sliding window tests release GPU memory (#49055)
Signed-off-by: Andreas Karatzas <akaratza@amd.com>
2026-07-18 20:44:05 +00:00
yzong-rhandGitHub a287eb163f [Front-end] [Messages] Populate num_cache_creation_tokens (#48535)
Signed-off-by: Yifan Zong <yzong@redhat.com>
2026-07-18 13:04:35 -04:00
29c0ec4d63 [ci] Move 3 entrypoints tests to h200_35gb queue (#43164)
Signed-off-by: Simon Mo <simon@inferact.ai>
Signed-off-by: Simon Mo <simon@simon-mac-mini-9.local>
Co-authored-by: Simon Mo <simon@inferact.ai>
Co-authored-by: OpenAI Codex <noreply@openai.com>
2026-07-18 08:43:49 -07:00
xuebwang-amdandGitHub f12b80c6ef [ROCm][Bugfix] Fix GPT-OSS Quark MXFP4 MoE loading - emulation buffer not block-aligned (#43979)
Signed-off-by: xuebwang-amd <xuebwang@amd.com>
2026-07-18 03:49:41 +00:00
Michael GoinGitHubmergify[bot] <37929162+mergify[bot]@users.noreply.github.com>Nick Hill
425c4eafb0 [Sampler] Stop upcasting logits to fp32 in apply_sampling_params (#48641)
Signed-off-by: mgoin <mgoin64@gmail.com>
Signed-off-by: Nick Hill <nickhill123@gmail.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
Co-authored-by: Nick Hill <nickhill123@gmail.com>
2026-07-17 18:15:20 -07:00
Michael GoinandGitHub 02c01f442b [Model] Use standard ModelOpt config for Inkling NVFP4 (#48990)
Signed-off-by: mgoin <mgoin64@gmail.com>
2026-07-17 18:13:14 -07:00
41ea2dd44a [Bugfix][V1/V2] Fix prompt_logprobs to respect logprobs_mode (#47680)
Signed-off-by: Wojciech Wais <wojciech.wais@gmail.com>
Signed-off-by: Federico Kamelhar <209537060+fede-kamel@users.noreply.github.com>
Signed-off-by: Allen Shen <aoshen@inferact.ai>
Co-authored-by: Wojciech Wais <wojciech.wais@gmail.com>
Co-authored-by: Federico Kamelhar <209537060+fede-kamel@users.noreply.github.com>
2026-07-17 21:58:59 +01:00
fcd2255d16 [Hardware][GPU] Profiler config additional to increase it scope and annotation details (#37524)
Signed-off-by: devalshahamd <deval.shah@amd.com>
Signed-off-by: Deval Shah <devashah@amd.com>
Signed-off-by: Deval Shah <deval.shah@amd.com>
Co-authored-by: Deval Shah <devashah@amd.com>
2026-07-17 13:38:59 -07:00
Wentao YeandGitHub b5433b6f50 [Perf] Optimize dsv4 routing using specialized kernel, 2.94% E2E TPOT improvement (#48660)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
2026-07-17 13:35:06 -07:00
cc25f028b7 [Loader] Improve InstantTensor loading (#46868)
Signed-off-by: mgoin <mgoin64@gmail.com>
Co-authored-by: OpenAI Codex <noreply@openai.com>
2026-07-17 16:30:02 -04:00
c4cd2bd544 [Bugfix] MoRIIO toy P/D proxy: fix DP-rank index aliasing + harden for high-concurrency bursts (#46115)
Signed-off-by: Edwin Lim <edwin.lim@mangoboost.io>
Co-authored-by: Claude <noreply@anthropic.com>
Co-authored-by: QinPR <1905873179@qq.com>
Co-authored-by: Peiran Qin <66068739+QinPR@users.noreply.github.com>
2026-07-17 12:35:04 -07:00
5784507da4 [Attention] Allow selecting a different attention backend per KV-cache group (#48012)
Signed-off-by: NickLucche <nicolo.lucchesi@mistral.ai>
Co-authored-by: Claude Opus 4.8 <noreply@anthropic.com>
2026-07-17 15:19:02 -04:00
labAxiaomingandGitHub bf578e1abd [Bugfix][GLM4V] Fix video dummy profiling and memory usage (#48729)
Signed-off-by: xiaoming <1259730330@qq.com>
2026-07-18 01:44:45 +08:00
11d291511a [Bugfix][Tool Parser] Preserve whitespace in parameter values (MiniMax M2, Qwen3, MiniCPM5 XML) (#48846)
Signed-off-by: mosya415 <263250241+mosya415@users.noreply.github.com>
Signed-off-by: Ben Browning <56071+bbrowning@users.noreply.github.com>
Co-authored-by: mosya415 <263250241+mosya415@users.noreply.github.com>
Co-authored-by: Ben Browning <56071+bbrowning@users.noreply.github.com>
2026-07-17 16:45:41 +00:00
f38f3d11fb [Bugfix][KV Offloading] Offload last block at request finish and prevent reuse race (#48596)
Signed-off-by: Alex <alex.tech.lab@outlook.com>
Co-authored-by: Or Ozeri <oro@il.ibm.com>
2026-07-17 16:50:49 +03:00
ce4bdcbda4 [Bugfix] Enable FlashAttention MLA prefill for Mistral Small 4 head dims (#48855)
Signed-off-by: juliendenize <julien.denize@mistral.ai>
Co-authored-by: Nicolò Lucchesi <nlucches@redhat.com>
2026-07-17 18:07:00 +08:00
69d4f5ef63 [Bugfix][Multimodal] Fix Qwen3-Omni use_audio_in_video with mixed image/video inputs (#46213)
Signed-off-by: wendadawen <wendadawen@qq.com>
Signed-off-by: Tianyu Guo <guoty9@mail2.sysu.edu.cn>
Co-authored-by: Tianyu Guo <guoty9@mail2.sysu.edu.cn>
2026-07-17 08:31:16 +00:00
426d48bfa1 [KV Offload] Add optional tier locality to FS/OBJ KV events (#48281)
Signed-off-by: Change72 <changg@nvidia.com>
Co-authored-by: Codex <codex@openai.com>
Co-authored-by: Claude Fable 5 <noreply@anthropic.com>
2026-07-17 10:31:52 +03:00
Zhang JianGitHubTyler Michael Smithmergify[bot] <37929162+mergify[bot]@users.noreply.github.com>Wentao Ye
26c909ed74 [Model] Support TranslateGemma-12b-it (#41599)
Signed-off-by: Zhang Jian <jianmusings@gmail.com>
Co-authored-by: Tyler Michael Smith <tlrmchlsmth@gmail.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
Co-authored-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com>
2026-07-17 07:17:59 +00:00
fb1d8ccaf5 [rl] Stateful Trainer Send: New Abstractions [1/N] (#48042)
Signed-off-by: haoaaron <ahao@anyscale.com>
Signed-off-by: Aaron Hao <ahao@anyscale.com>
Co-authored-by: Sumanth R Hegde <39546518+SumanthRH@users.noreply.github.com>
2026-07-17 15:11:06 +08:00