Commit Graph
22581 Commits
Author SHA1 Message Date
Turner JabbourandClaude Sonnet 5 aecb717f10 [CI] Allowlist-shrink batch 2: wire 9 tests/models/ files into Buildkite, fix 2 stale bugs found (#59050)
Signed-off-by: Turner Jabbour <doubleujabbour@gmail.com>
Co-authored-by: Claude Sonnet 5 <noreply@anthropic.com>
2026-10-06 21:16:53 -07:00
Mohammad HijjawiandCyrus Leung ef014bdf06 [Bugfix][Frontend] Return logprobs in Cohere Chat v2 responses (#59072)
Signed-off-by: Mohammad Hijjawi <mohammad.hijjawi1997@gmail.com>
Co-authored-by: Cyrus Leung <tlleungac@connect.ust.hk>
2026-10-07 04:13:52 +00:00
Hyukjoon LeeandClaude Opus 5.5 2342343746 [ROCm][DCP] Default MLA DCP verify to the round-robin asm decode where it applies (#59965)
Signed-off-by: hyukjlee <hyukjlee@amd.com>
Co-authored-by: Claude Opus 5.5 <noreply@anthropic.com>
2026-10-07 03:10:54 +00:00
8a26869bca [Bugfix] Index Mamba align state copies by request slot in MRV2 (#60210)
Signed-off-by: zjy0516 <riverclouds.zhu@qq.com>
Co-authored-by: Karl0007 <44745209+Karl0007@users.noreply.github.com>
Co-authored-by: Yongqin Wang <yongqinwang@roblox.com>
2026-10-07 02:32:46 +00:00
956960f85f [Perf][MRV2] Avoid stream syncs in NonUvaBuffer host-to-device copies (#60215)
Signed-off-by: cheesecake <farzanaman99@gmail.com>
Co-authored-by: William Joyner <133391209+joynerwk03@users.noreply.github.com>
Co-authored-by: Claude Opus 5.5 <noreply@anthropic.com>
2026-10-07 01:51:12 +00:00
Robert ShawandClaude Code 283d76d56a [Bugfix] Widen ep_gather output offset to int64 (#58373)
Signed-off-by: Robert Shaw <robertgshaw2@gmail.com>
Co-authored-by: Claude Code <noreply@anthropic.com>
2026-10-07 01:45:04 +00:00
fe51194e2d [Bugfix][MiniMax-M3] Fence decode indexer shared-memory stage reuse (#60194)
Signed-off-by: Vladimir Anisimov <vanisimov@nvidia.com>
Co-authored-by: Claude Opus 5.5 <noreply@anthropic.com>
Co-authored-by: OpenAI Codex <noreply@openai.com>
Co-authored-by: Thien Tran <gau.nernst@yahoo.com.sg>
2026-10-07 01:35:12 +00:00
Kevin H. LuuandClaude Opus 5.5 4b4eb6277a [CI] Remove AMD mirror of CPU-only Rust frontend cargo steps (#60323)
Signed-off-by: khluu <khluu000@gmail.com>
Co-authored-by: Claude Opus 5.5 <noreply@anthropic.com>
2026-10-06 18:30:52 -07:00
Micah WilliamsonandKevin H. Luu 13f8c453ee [CI][Releases] Trigger perf-eval Through Release Pipeline (#52213)
Signed-off-by: Micah Williamson <micah.williamson@amd.com>
Co-authored-by: Kevin H. Luu <khluu000@gmail.com>
2026-10-06 18:27:27 -07:00
Miłosz Grunwald 703c29179c [TEST][XPU][CI] Generalize model runner prefill tail classification tests to all platforms (#60201)
Signed-off-by: microslaw <milosz.grunwald@intel.com>
2026-10-07 08:59:20 +08:00
SrirajandFlora Feng db6e3cd8c4 [Bugfix][Frontend] Log the full request body when max_log_len is unset (#60310)
Signed-off-by: sricursion <sricursion@gmail.com>
Co-authored-by: Flora Feng <4florafeng@gmail.com>
2026-10-07 00:42:17 +00:00
jxjandOpenAI Codex 6c2925fe5f [Bugfix][Core] Preserve speculative metrics when coalescing outputs (#55708)
Signed-off-by: git-jxj <65210887+git-jxj@users.noreply.github.com>
Co-authored-by: OpenAI Codex <codex@openai.com>
2026-10-07 08:35:14 +08:00
SrirajandFlora Feng d77cf81156 [Bugfix][Frontend] Honor default penalties in batch chat completions (#60307)
Signed-off-by: sricursion <sricursion@gmail.com>
Co-authored-by: Flora Feng <4florafeng@gmail.com>
2026-10-07 00:21:00 +00:00
Tyler Michael SmithCodexmergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
5ab4e4445b [Perf][MoE] Skip padded work in block-FP8 DeepGEMM experts (#59128)
Signed-off-by: Tyler Michael Smith <tlrmchlsmth@gmail.com>
Co-authored-by: Codex <noreply@openai.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
2026-10-06 18:49:57 -05:00
Cheese CakeandClaude Opus 5.5 b6d8e8afd9 [Bugfix][MRV2][Spec Decode] Accept num_speculative_tokens in NgramGPUSpeculator.propose (#60300)
Signed-off-by: cheesecake <farzanaman99@gmail.com>
Co-authored-by: Claude Opus 5.5 <noreply@anthropic.com>
2026-10-06 15:02:04 -07:00
ae19af883a [CI] Require transformers 5.19 for the EmbeddingGemma2 registry test (#60295)
Signed-off-by: khluu <khluu000@gmail.com>
Co-authored-by: Claude Opus 5.5 <noreply@anthropic.com>
Co-authored-by: Andreas Karatzas <akaratza@amd.com>
2026-10-06 14:50:10 -07:00
aditi-amd 385d86a6cf [Attention] Add UltraQuant 4-bit KV cache backend (FlyDSL D=256) (#57057)
Signed-off-by: Aditi Rana <aditi.rana@amd.com>
2026-10-06 20:42:52 +00:00
819852df6b [ModelRunner V2] Speculative Decoding NGram GPU Implementations (#40704)
Signed-off-by: PatchouliTaisa <patchychen@tencent.com>
Signed-off-by: PatchouliTaisa <pyramkar@gmail.com>
Signed-off-by: Nick Hill <nickhill123@gmail.com>
Signed-off-by: Xuanan Chen <xuananchenc@nvidia.com>
Co-authored-by: PatchouliTaisa <patchychen@tencent.com>
Co-authored-by: Nick Hill <nickhill123@gmail.com>
Co-authored-by: Xuanan Chen <xuananchenc@nvidia.com>
Co-authored-by: Giancarlo Delfin <32987265+TheEpicDolphin@users.noreply.github.com>
2026-10-06 13:32:59 -07:00
Benjamin ChislettandClaude Opus 5.5 dac35c5b66 [Misc] Add chat-completion options to gsm8k_eval.py CLI (#60114)
Signed-off-by: Benjamin Chislett <bchislett@nvidia.com>
Co-authored-by: Claude Opus 5.5 <noreply@anthropic.com>
2026-10-06 20:13:44 +00:00
PatrykSafferandMisha Goin e43db1f5e2 Pad to 64 not 128 Q heads in flashMLA sparse (#60029)
Signed-off-by: Patryk Saffer <patryk.saffer@mistral.ai>
Co-authored-by: Misha Goin <mgoin64@gmail.com>
2026-10-06 16:03:05 -04:00
d1f3d8b870 [Quantization] Prefer Humming before Marlin backends on SM90 (#56997)
Signed-off-by: jinzhen.ljz <jinzhen.ljz@antgroup.com>
Signed-off-by: mgoin <mgoin64@gmail.com>
Co-authored-by: Codex <noreply@openai.com>
Co-authored-by: mgoin <mgoin64@gmail.com>
Co-authored-by: Claude Opus 5.5 <noreply@anthropic.com>
2026-10-06 12:31:35 -07:00
Roger WangandKimi Code bb87d227d4 [Bugfix][Model] Fix mypy safe-super error in EmbeddingGemma2Model (#60280)
Signed-off-by: Roger Wang <hey@rogerw.io>
Co-authored-by: Kimi Code <noreply@moonshot.cn>
2026-10-06 15:10:00 -04:00
e37e51dd24 [Metrics] Expose cached prompt tokens by cache tier (#56318)
Signed-off-by: Cam Quilici <cjquilici@gmail.com>
Signed-off-by: Cam Quilici <cameron@semianalysis.com>
Co-authored-by: Cam Quilici <cameron@semianalysis.com>
Co-authored-by: Nick Hill <nickhill123@gmail.com>
Co-authored-by: Yifan Qiao <yifanqiao@inferact.ai>
2026-10-06 14:52:05 -04:00
Nishant RevurandClaude ad0f67a7ec [Bugfix][Spec Decode] Keep heterogeneous-vocab draft models on Model Runner V1 (#59541)
Signed-off-by: Nishant Revur <kumrfni@amazon.com>
Co-authored-by: Claude <noreply@anthropic.com>
2026-10-06 18:03:44 +00:00
3403e0f176 [Bugfix] Persist FlashInfer autotune cache per rank to fix the rank-0-only cache-hit deadlock (#57635)
Signed-off-by: Madhav Jivrajani <madhav.jiv@gmail.com>
Signed-off-by: NickLucche <nicolo.lucchesi@mistral.ai>
Co-authored-by: NickLucche <nicolo.lucchesi@mistral.ai>
Co-authored-by: Wei Zhao <51183510+wzhao18@users.noreply.github.com>
2026-10-06 17:51:01 +00:00
Luciano MartinsandLuciano Martins 02b83919aa [Model] Support EmbeddingGemma2 multimodal pooling architecture (#60254)
Signed-off-by: Luciano Martins <lucianommartins@users.noreply.github.com>
Co-authored-by: Luciano Martins <lucianommartins@users.noreply.github.com>
2026-10-06 13:43:38 -04:00
7b665f7a58 [Frontend] Integer token IDs for generate output logprobs (GenerateLogProbs) (#58181)
Signed-off-by: Yin Li <kevinli.ai.work@gmail.com>
Co-authored-by: Yin Li <kevinli.ai.work@gmail.com>
Co-authored-by: Claude <noreply@anthropic.com>
2026-10-06 17:22:47 +00:00
Matthew BonanniandClaude Opus 5.5 e82b80099a [Perf][HiSparse] Cache per-request residency instead of rescanning every page each step (#60083)
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
Co-authored-by: Claude Opus 5.5 <noreply@anthropic.com>
2026-10-06 13:04:55 -04:00
Wentao Ye fba31f31a9 [GLM5.3 Perf] Switch to fp8 kv cache by default for GLM, 2.3%~5.5% E2E Throughput Improvement (#60140)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
2026-10-06 12:54:20 -04:00
f8d92cae41 [Quantization] Layer re-quantization for linear layers through online quantization API (MXFP8 -> FP8 PTPC showcase) (#55684)
Signed-off-by: Felix Marty <Felix.Marty@amd.com>
Signed-off-by: Tan Pin Siang <tanpinsiang@gmail.com>
Co-authored-by: vllmellm <vllm.ellm@embeddedllm.com>
Co-authored-by: Tan Pin Siang <tanpinsiang@gmail.com>
Co-authored-by: Misha Goin <mgoin64@gmail.com>
2026-10-06 11:38:18 -05:00
eky-amdandClaude Fable 5 29f955cce0 [ROCm] Fuse MLA dual RMSNorm + FP8 group quant for DeepSeek-R1 (#54857)
Signed-off-by: Ethan Ky <ethan.ky@amd.com>
Co-authored-by: Claude Fable 5 <noreply@anthropic.com>
2026-10-06 11:26:38 -05:00
stefankoncarevic 4516896626 [CI/Build] Warm the DP engines before measuring load balance in test_load (#60241)
Signed-off-by: Stefan Koncarevic <Stefan.Koncarevic@amd.com>
2026-10-06 11:23:37 -05:00
Giancarlo Delfin fcf53d240c [Spec Decode] Remove eager metadata rebuild during MTP fused multi-step decode (#58463)
Signed-off-by: Giancarlo Delfin <gdelfin@inferact.ai>
2026-10-06 12:17:30 -04:00
SeongJun Lee 4ea0c28bc4 [Bugfix] Warn only on per-request do_normalize/do_rescale overrides (#60240)
Signed-off-by: lesj0610 <lesj0610@gmail.com>
2026-10-06 15:55:27 +00:00
Jeff-Tseng-dev aad4579bbe Upgrade tpu-inference to v0.31.0 (#60190) 2026-10-06 15:44:56 +00:00
Chris LeonardandShengqi Chen cc73cca9c8 [Build] Migrate vendored DeepGEMM from pybind to TORCH_LIBRARY (abi3) (#48962)
Signed-off-by: Chris Leonard <chleonar@redhat.com>
Co-authored-by: Shengqi Chen <harry-chen@outlook.com>
2026-10-06 08:39:04 -07:00
ovidiusm cbe1f9740d [NIXL] Bump NIXL version to 1.5.0 (#56907)
Signed-off-by: Ovidiu Mara <ovidium@nvidia.com>
2026-10-06 16:55:03 +02:00
Bugen ZhaoandClaude Opus 5.5 0719975cee [CI][Rust Frontend] Pass --locked to cargo binstall (#60182)
Signed-off-by: Bugen Zhao <i@bugenzhao.com>
Co-authored-by: Claude Opus 5.5 <noreply@anthropic.com>
2026-10-06 22:53:17 +08:00
8bd7737a03 [Docs] Clarify that vLLM does not isolate tenants sharing a server (#59811)
Signed-off-by: SunnyR <sunny.rangnani@chainguard.dev>
Co-authored-by: Claude <noreply@anthropic.com>
Co-authored-by: Juan Pérez de Algaba <124347725+jperezdealgaba@users.noreply.github.com>
2026-10-06 22:39:59 +08:00
Samuel NordmannandMisha Goin 4a99ca40d6 [Perf][MoE] Eliminate staging from NCCL symmetric reduce-scatter (#49194)
Signed-off-by: samnordmann <snordmann@nvidia.com>
Co-authored-by: Misha Goin <mgoin64@gmail.com>
2026-10-06 07:37:01 -07:00
Jiangyun ZhuandClaude Opus 5.5 bf049ddb8f [Docs] Run pr-checklist before opening a PR (#60235)
Signed-off-by: zjy0516 <riverclouds.zhu@qq.com>
Co-authored-by: Claude Opus 5.5 <noreply@anthropic.com>
2026-10-06 14:12:18 +00:00
Matthias Gehre b267fe4881 [ROCm][Perf] W4A16: pad gfx11 weight and activation strides (#56301)
Signed-off-by: Matthias Gehre <matthias.gehre@amd.com>
2026-10-06 08:22:33 -05:00
Artem PerevedentsevandShashank Varma 049507aa76 [Bugfix][Structured Output] Flag multi-branch allOf as unsupported for xgrammar (#59061)
Signed-off-by: Artem Perevedentsev <aperevedents@nvidia.com>
Co-authored-by: Shashank Varma <324153016+shashankvarma499@users.noreply.github.com>
2026-10-06 17:01:04 +04:00
Roy Wang 1a86733c7b [Docs] Add model recipes skill (#57786) 2026-10-06 20:40:10 +08:00
Rodrigo Garcia 3faf214051 [vllm-bench, feature] Added support for Mooncake-style, timed-traces replay. (#55937) 2026-10-06 20:39:35 +08:00
Sherif Waly 25385102fe [Bugfix][KV Offload] Honor speculative cacheability in SimpleCPU (#60071)
Signed-off-by: Sherif Waly <sherif.waly@mistral.ai>
2026-10-06 14:25:08 +02:00
Wentao Ye 3e182185aa [Deprecation] Deprecate sonet dataset as scheduled (#60129)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
2026-10-06 08:15:12 -04:00
Mia Ojeda 3313825983 [Bugfix][DiffusionGemma] Read the causal mask as int32 and compile the sample step (#59992)
Signed-off-by: ojeda-e <eojeda@league.com>
2026-10-06 19:25:51 +08:00
09e0ce3d82 [Bugfix][Frontend] Apply model-default reasoning parser in GPU-less render server (#54835)
Signed-off-by: Shimi Bandiel <shimib@google.com>
Co-authored-by: Claude <noreply@anthropic.com>
Co-authored-by: Cyrus Leung <tlleungac@connect.ust.hk>
2026-10-06 18:46:24 +08:00
zhangchengzhucufe-dev 68088ed392 Fix grammar in BlockPool.reset_prefix_cache docstring: "to invalid" → "to invalidate" (#59886)
Signed-off-by: zhangchengzhucufe-dev <zhangchengzhucufe@gmail.com>
2026-10-06 10:19:54 +00:00