Commit Graph
702 Commits
Author SHA1 Message Date
Lanze Liu 39d5fa96a7 [Bugfix] Zero stale is_prefilling in padded CUDA graph rows for Mamba (#41873)
Signed-off-by: Lanze Liu <lanzetech@gmail.com>
2026-05-21 15:42:42 -07:00
Francesco Fuscoandmergify[bot] <37929162+mergify[bot]@users.noreply.github.com> b730c46352 [Perf] [Hybrid] Fused Triton kernel for GPU-side Mamba state postprocessing (#40172)
Signed-off-by: Francesco Fusco <ffu@zurich.ibm.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
2026-05-21 04:50:54 -07:00
Benjamin Chislett c628a93a64 [Perf][Bugfix] Update dflash aux layer indexing (#40727)
Signed-off-by: Benjamin Chislett <bchislett@nvidia.com>
2026-05-19 20:15:57 -07:00
Doğaç Eldenk 1242196295 [Model] Support post-norm architecture for EAGLE-3 supeculators (#42764)
Signed-off-by: Doğaç Eldenk <dogacel@gmail.com>
2026-05-19 13:39:00 -07:00
Nick Hill b82e908b4c [Perf][4/n] Eliminate various GPU<->CPU syncs (#42347)
Signed-off-by: Nick Hill <nickhill123@gmail.com>
2026-05-19 10:35:54 -04:00
Ofir Zafrir 8f16c4a5c0 [BugFix][CPU][Spec Decode] Fix Eagle implementation on CPU backend (#42468)
Signed-off-by: Ofir Zafrir <ofir.zafrir@intel.com>
2026-05-19 03:16:07 +00:00
roikoren755 737bfa3a43 [Bugfix][Hybrid][NemotronH] Fix mamba_cache_mode=all + speculative decoding crash (#41233)
Signed-off-by: Roi Koren <roik@nvidia.com>
2026-05-18 14:54:00 +03:00
Jiangyun Zhu 8a56da3845 [Experimental] Breakable CUDA graph (#42304)
Signed-off-by: zjy0516 <riverclouds.zhu@qq.com>
2026-05-16 22:04:12 +08:00
c7560af424 [RFC] Replace shared-memory routed experts with ModelRunnerOutput transfer and HTTP support (#39568)
Signed-off-by: xhx1022 <1737006628@qq.com>
Signed-off-by: arlenxu <arlenxu@tencent.com>
Co-authored-by: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
Co-authored-by: arlenxu <arlenxu@tencent.com>
Co-authored-by: Junjie Zhang <junj.jay.zhang@gmail.com>
2026-05-14 14:12:30 +00:00
aoshen02 8c79ad6580 Revert "[Core] Replace routing replay with device cache and async D2H pipeline" (#39917) (#42434)
Signed-off-by: aoshen02 <aoshen@inferact.ai>
2026-05-13 23:49:01 -07:00
Roy Wang 77e1421a68 [Bugfix] Fix EPLB initialization for VLM wrapper models (#39805)
Signed-off-by: esmeetu <jasonailu87@gmail.com>
2026-05-14 02:26:15 +00:00
Siddharth Bedekar f51f6844f9 [Bugfix][Spec Decode] Wire draft_probs into probabilistic draft_model rejection (#40269) 2026-05-13 21:04:03 -04:00
Michael GoinandClaude Opus 4.6 2f821faeae [Spec Decode] Support hybrid attention models in extract_hidden_states (#39949)
Signed-off-by: mgoin <mgoin64@gmail.com>
Co-authored-by: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
2026-05-13 10:45:53 -07:00
CynicDora 256dbcaabf [Feature] Support custom callable proposer backend for speculative decoding (#39487)
Signed-off-by: 524031910363 <hyzhyzsh@sjtu.edu.cn>
Signed-off-by: CynicDora <hyzhyzsh@sjtu.edu.cn>
2026-05-13 16:53:01 +00:00
Nick Hillandmergify[bot] <37929162+mergify[bot]@users.noreply.github.com> bbee532988 [Perf][1/n] Eliminate various GPU<->CPU syncs (#41429)
Signed-off-by: Nick Hill <nickhill123@gmail.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
2026-05-11 20:36:03 +00:00
Wang XingranandHongjian Zhang 0b272a6e01 [Bugfix] Fix SP pass for multimodal models and PP+SP residual handling (#33322)
Signed-off-by: Xingran Wang <wangxingran123456@outlook.com>
Signed-off-by: Hongjian Zhang <hirokenovo@gmail.com>
Co-authored-by: Hongjian Zhang <hirokenovo@gmail.com>
2026-05-09 19:44:16 -07:00
aoshen02 006af4b956 [Bugfix] Skip routed-experts hot path when disabled (#42148) 2026-05-09 18:01:04 -07:00
TomerBN-Nvidia 8189a15914 [Core] Replace routing replay with device cache and async D2H pipeline (#39917)
Signed-off-by: Tomer Barnatan <tbarnatan@nvidia.com>
2026-05-07 11:24:56 -07:00
Jing WangCopilotWentao Yemergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
27702f6d08 [Bugfix] Fix token loss in PP mode which causes degraded accuracy (#41133)
Signed-off-by: Jing Wang <jingwang96@qq.com>
Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
Co-authored-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
2026-05-06 14:07:32 -04:00
Luciano MartinsandLuciano Martins 27e0057aed [Spec Decode] Add Gemma4 MTP speculative decoding support (#41745)
Signed-off-by: Luciano Martins <lucianommartins@users.noreply.github.com>
Co-authored-by: Luciano Martins <lucianommartins@users.noreply.github.com>
2026-05-06 22:39:29 +08:00
wi-adam b53c507bc9 [Bugfix] Skip PP sampled-token receive on last rank during async scheduling (#40749)
Signed-off-by: Adam Winstanley <adam@winstanley.industries>
2026-05-06 05:31:14 +00:00
Joachim StudniaandClaude Opus 4.6 422dd02598 [bugfix] Fix prompt logprobs on request eviction during chunked prefill (#41411)
Signed-off-by: Joachim Studnia <joachim@mistral.ai>
Co-authored-by: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
2026-05-04 11:46:00 -07:00
Artem Perevedentsevandgemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com> c3e64696cd [Perf] Warmup forward_native sampler kernel (#41375)
Signed-off-by: Artem Perevedentsev <aperevedents@nvidia.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
2026-05-01 18:04:11 +04:00
Luis 🚀andAndrew Sansom 14043dfecd feat: Enable prompt_embeds Content Part Support in vLLM Chat Completions API (#40720)
Signed-off-by: Luis Robaina <luis@protopia.ai>
Signed-off-by: Luis Robaina 🚀 <luisfabian1545@gmail.com>
Signed-off-by: LuisRobaina <luis@protopia.ai>
Co-authored-by: Andrew Sansom <qthequartermasterman@gmail.com>
2026-05-01 10:05:55 +08:00
Wentao YeandNick Hill 51fda1ba44 [Model Runner v2] Fix block table IMA issue (#40648)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
Signed-off-by: Nick Hill <nickhill123@gmail.com>
Co-authored-by: Nick Hill <nickhill123@gmail.com>
2026-04-29 08:30:33 -07:00
68dd7db810 [Reasoning] Support for speculative decoding with thinking budget (#34668)
Signed-off-by: rishitdholakia13 <rishit+github@cohere.com>
Signed-off-by: rishitdholakia13 <123388671+rishitdholakia13@users.noreply.github.com>
Co-authored-by: Nick Hill <nickhill123@gmail.com>
Co-authored-by: Cyrus Leung <tlleungac@connect.ust.hk>
2026-04-29 06:14:52 +00:00
Nick Hill e68fa1b90a [Core] Account for num_gpu_blocks_override in max_model_len checks (#41069)
Signed-off-by: Nick Hill <nickhill123@gmail.com>
2026-04-28 15:44:09 -07:00
+7 4d51588e23 [Feat] DeepSeek V4 Rebased (#40860)
Signed-off-by: Yifan Qiao <yifanqiao@inferact.ai>
Signed-off-by: Woosuk Kwon <woosuk@inferact.ai>
Signed-off-by: qizixi <zixi@inferact.ai>
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
Signed-off-by: Yongye Zhu <zyy1102000@gmail.com>
Co-authored-by: Yongye Zhu <zyy1102000@gmail.com>
Co-authored-by: Yongye Zhu <yongye@inferact.ai>
Co-authored-by: Simon Mo <simon@inferact.ai>
Co-authored-by: Bugen Zhao <i@bugenzhao.com>
Co-authored-by: Giancarlo Delfin <gdelfin@inferact.ai>
Co-authored-by: Jee Jee Li <pandaleefree@gmail.com>
Co-authored-by: Nick Hill <nickhill123@gmail.com>
Co-authored-by: Roger Wang <hey@rogerw.io>
Co-authored-by: Roy Wang <yasong.wang@inferact.ai>
Co-authored-by: Woosuk Kwon <woosuk@inferact.ai>
Co-authored-by: youkaichao <youkaichao@gmail.com>
Co-authored-by: Zhewen Li <jerven.vllm@gmail.com>
Co-authored-by: Zijing Liu <liuzijing2014@gmail.com>
Co-authored-by: khluu <khluu000@gmail.com>
Co-authored-by: qizixi <zixi@inferact.ai>
Co-authored-by: Zhewen Li <zhewenli@inferact.ai>
2026-04-26 18:31:08 -07:00
Andreas Karatzas 95995bbef8 [ROCm][Engine] Fix GPU memory leaks in engine shutdown and test workaround for async KV prefix cache reset (#38503)
Signed-off-by: Andreas Karatzas <akaratza@amd.com>
2026-04-25 05:25:20 +00:00
Wentao Ye a474da2813 [Refactor] Remove unused dead code (#40640)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
2026-04-25 07:28:18 +08:00
512f522192 [Model] Gemma4: add bidirectional vision attention for sliding layers with window guard (#40534)
Signed-off-by: Luciano Martins <lucianommartins@users.noreply.github.com>
Signed-off-by: Luciano Martins <lucianomartins@google.com>
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
Co-authored-by: Luciano Martins <lucianommartins@users.noreply.github.com>
Co-authored-by: Isotr0py <2037008807@qq.com>
Co-authored-by: Isotr0py <mozf@mail2.sysu.edu.cn>
2026-04-24 08:27:46 +00:00
Benjamin Chislettandgemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com> 626daa2076 [Feat] Unified Synthetic Acceptance Rate for V1 and V2 (#40662)
Signed-off-by: Benjamin Chislett <bchislett@nvidia.com>
Signed-off-by: Benjamin Chislett <chislett.ben@gmail.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
2026-04-24 00:48:08 +00:00
Nick Hill fe85a92e86 [Core] Avoid seq_lens_cpu GPU->CPU sync (#40654)
Signed-off-by: Nick Hill <nickhill123@gmail.com>
2026-04-24 00:35:55 +00:00
Wentao Yeandgemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com> 8f87eb4622 [Refactor] Clean up log once scope="local" (#40540)
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>
2026-04-22 16:42:43 -04:00
Matthew Bonanniandmergify[bot] <37929162+mergify[bot]@users.noreply.github.com> c075702eae [Misc][UX] Suppress confusing num_gpu_blocks log lines (#40402)
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
2026-04-20 22:32:46 +00:00
Ilya Markov 50dd4cb427 [EPLB] Add nixl-based eplb communicator (#36276)
Signed-off-by: ilmarkov <markovilya197@gmail.com>
Signed-off-by: Markov Ilya <markovilya19@gmail.com>
2026-04-20 10:24:23 +00:00
Jing WangandCopilot 747256bb5d [Bugfix][Core] Fix stuck chunked pipeline parallelism with async scheduling (#38726)
Signed-off-by: Jing Wang <jingwang96@qq.com>
Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
2026-04-17 16:02:50 +00:00
roikoren755 b897f00c9c Gate SSU dispatch setup (#40039)
Signed-off-by: Roi Koren <roik@nvidia.com>
2026-04-16 13:06:01 -07:00
Francesco Fusco 507df79a29 [Hybrid] Simplify accepted token counting in spec decode for hybrid models (#38372) 2026-04-14 15:19:09 -07:00
roikoren755 ecf5ff7ce3 [Mamba] Flashinfer selective_state_update (#36162)
Signed-off-by: Roi Koren <roik@nvidia.com>
2026-04-14 15:10:58 -04:00
zhrrr 8f121f7879 [Model Runner V2] support auto resolve cudagraph mode/sizes based on attn backend (#32936)
Signed-off-by: zhuhaoran <zhuhaoran.zhr@alibaba-inc.com>
2026-04-10 08:27:15 -07:00
Peter Nguyen 8d0f908b98 [Model] Implement LoRA support for Qwen3ASRForConditionalGeneration (#37247)
Signed-off-by: Peter Nguyen <petern0408@gmail.com>
2026-04-10 18:34:31 +04:00
Elvir CrnčevićandClaude Sonnet 4 ad720aefe9 [Bugfix] Fix V1 dummy run writing NaN to KV cache null block (#39444)
Signed-off-by: Elvir Crncevic <elvircrn@gmail.com>
Co-authored-by: Claude Sonnet 4 <noreply@anthropic.com>
2026-04-10 10:09:46 +02:00
Chaofan WangandIsotr0py 49d20346e4 [Perf] Reduce H2D pageable memory copies (#38794)
Signed-off-by: jackcfwang <jackcfwang@tencent.com>
Co-authored-by: Isotr0py <mozf@mail2.sysu.edu.cn>
2026-04-10 15:03:26 +08:00
Wentao Ye ed2f282bc8 [Perf] Optimize redundant sync for pooling model, 3.7% Throughput Improvement (#39113)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
2026-04-08 23:12:23 -07:00
Ajay AnuboluandMichael Goin 2f41d6c063 [Bugfix] Fix cpu-offload-gb assertion with non-default block sizes (#36461)
Signed-off-by: AjAnubolu <anuboluajay@gmail.com>
Signed-off-by: Michael Goin <mgoin64@gmail.com>
Co-authored-by: Michael Goin <mgoin64@gmail.com>
2026-04-08 19:42:16 -07:00
Richard Zou ba4a78eb5d [torch.compile] Allow usage of Opaque Objects in PyTorch 2.11 (#39286)
Signed-off-by: Richard Zou <zou3519@gmail.com>
2026-04-08 23:21:10 +00:00
JartXandMichael Goin 140cbb1186 [Bugfix] Cuda Clean up scales Kvcache fp8/int8_per_token_head (#39224)
Signed-off-by: JartX <sagformas@epdcenter.es>
Co-authored-by: Michael Goin <mgoin64@gmail.com>
2026-04-08 04:08:04 -07:00
Greg PereiraandRobert Shaw 4dd49b06f8 [Bug] Fix Import paths for encoder_cudagraph modules (#38997)
Signed-off-by: greg pereira <grpereir@redhat.com>
Signed-off-by: Robert Shaw <114415538+robertgshaw2-redhat@users.noreply.github.com>
Co-authored-by: Robert Shaw <114415538+robertgshaw2-redhat@users.noreply.github.com>
2026-04-05 19:11:58 +00:00
danisereb 50cd5674b3 Fix invalid logprobs with MTP enabled and sync scheduling (#38711)
Signed-off-by: Daniel Serebrenik <daserebrenik@nvidia.com>
2026-04-03 12:24:37 -04:00