Commit Graph
8269 Commits
Author SHA1 Message Date
Misha Goin 01e15bc94c [Bugfix] Backport Inductor custom-op pattern matching fix (#58189)
Signed-off-by: mgoin <mgoin64@gmail.com>
2026-09-22 14:26:49 -07:00
Misha Goin 25965ee583 [Kernel] Remove AllSpark INT8 W8A16 GEMM backend (#58001)
Signed-off-by: mgoin <mgoin64@gmail.com>
2026-09-22 14:07:34 -07:00
1b3b88ec2b [Core] structured generation mode for DiffusionGemma model (Jev-like) (#57250)
Signed-off-by: Matt Mastracci <matthew@mastracci.com>
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
Signed-off-by: Razorback16 <razorback16@protonmail.com>
Co-authored-by: Claude Fable 5.1 <noreply@anthropic.com>
Co-authored-by: Lucas Wilkinson <lwilkins@redhat.com>
Co-authored-by: Codex <noreply@openai.com>
Co-authored-by: Razorback16 <razorback16@protonmail.com>
2026-09-22 20:51:17 +00:00
lucamotz 276db94fb2 [Bugfix][Model][Spec Decode] Defer disposable GLM MTP head (#55442)
Signed-off-by: Luca Motz <luca.motz@icloud.com>
2026-09-22 20:08:27 +00:00
hclandmgoin 71a2392845 [Bugfix][V1] Read ModelState max_model_len from model config (#58149)
Signed-off-by: Chenglun Hu <chenglunhu@gmail.com>
Signed-off-by: mgoin <mgoin64@gmail.com>
Co-authored-by: mgoin <mgoin64@gmail.com>
2026-09-22 19:45:04 +00:00
Divakar VermaandAndreas Karatzas d1f63f2af9 [ROCm][CI] Add GELU activation for AiterExperts in the modular-kernel coverage (#58030)
Signed-off-by: Divakar Verma <divakar.verma@amd.com>
Co-authored-by: Andreas Karatzas <akaratza@amd.com>
2026-09-22 14:39:13 -05:00
siyuandIsotr0py c024cfdb02 [Fast Start] Support data parallelism in the weight cache daemon (#57386)
Signed-off-by: liusy58 <mg21330037@smail.nju.edu.cn>
Signed-off-by: Isotr0py <Isotr0py@outlook.com>
Co-authored-by: Isotr0py <Isotr0py@outlook.com>
2026-09-22 18:19:40 +00:00
Fangzhou AiCursormergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
ca831d1c55 [ROCm][DSv4.1][Perf] Fuse the inverse RoPE into the sparse decode reduce (#57435)
Signed-off-by: Fangzhou Ai <fangzhou.ai@amd.com>
Co-authored-by: Cursor <cursoragent@cursor.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
2026-09-22 18:05:11 +00:00
066ee91197 [Bugfix][Attention] Avoid NaN in the Triton softcap for large attention logits (#56579)
Signed-off-by: Kushal Dabbe <72650064+kushaldabbe@users.noreply.github.com>
Co-authored-by: opencode <noreply@opencode.ai>
Co-authored-by: Misha Goin <mgoin64@gmail.com>
2026-09-22 12:11:05 -04:00
aoshen02 feb87b1934 [Bugfix] Narrow AuxOutput KV restrictions to known PD connectors (#58150)
Signed-off-by: aoshen02 <aoshen@inferact.ai>
2026-09-22 23:09:39 +08:00
Tony LinandFlora Feng e4340e41c9 [Feat][XPU] VLLM_BATCH_INVARIANT support for Dense/MoE models (#55881)
Signed-off-by: Tony Lin <tony.lin@intel.com>
Co-authored-by: Flora Feng <4florafeng@gmail.com>
2026-09-22 11:06:54 -04:00
Artem PerevedentsevandCNE Pierre FICHEPOIL 1ea7c63f4a [Bugfix][Structured Output] Disallow MRV1 + PP>1 + async sched + structured output (#56250)
Signed-off-by: Artem Perevedentsev <aperevedents@nvidia.com>
Co-authored-by: CNE Pierre FICHEPOIL <pierre-1.fichepoil@gendarmerie.interieur.gouv.fr>
2026-09-22 18:00:05 +04:00
Jared WenClaude Fable 5.1mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
c9b34fdb2d [Bugfix][GLM-5.3-Flash] Run the dense MLP layers on the sequence-parallel shard (#58061)
Signed-off-by: Jared Wen <w13431838023@gmail.com>
Co-authored-by: Claude Fable 5.1 <noreply@anthropic.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
2026-09-22 21:58:21 +08:00
e548298f81 [Bugfix][Structured Outputs] Reject empty structural_tag at request validation (#47450)
Signed-off-by: linnea-lin-00638949 <15521435947@163.com>
Co-authored-by: Claude <noreply@anthropic.com>
Co-authored-by: Artem Perevedentsev <aperevedents@nvidia.com>
2026-09-22 16:09:39 +03:00
9815732c16 [BugFix][Core] Make the structured-output grammar poll non-blocking (#55931)
Signed-off-by: ubwzwd <ubwzwd@gmail.com>
Co-authored-by: Claude Fable 5.1 <noreply@anthropic.com>
Co-authored-by: Artem Perevedentsev <aperevedents@nvidia.com>
2026-09-22 14:39:47 +03:00
Louie TsaiandHarry Mellor 6dc34b6334 [CPU] Add device-memory-utilization CLI alias (#56547)
Signed-off-by: louie-tsai <louie.tsai@intel.com>
Signed-off-by: Louie Tsai <louie.tsai@intel.com>
Co-authored-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
2026-09-22 17:37:15 +08:00
91d7324cb1 [perf] wire FA and FlashMLA for sm90 GLM5Next NoPE SparseMLA (#55385)
Signed-off-by: JaredforReal <w13431838023@gmail.com>
Co-authored-by: Kimi Code <noreply@moonshot.cn>
Co-authored-by: Leoyzen <leoyzen@gmail.com>
Co-authored-by: Lucas Wilkinson <LucasWilkinson@users.noreply.github.com>
2026-09-22 02:03:59 -07:00
f92b78f6ef [Kernel][DSV4.1] Fuse MXFP8 wo_b GEMM with sequence-parallel reduce-scatter (#57428)
Signed-off-by: Thien Tran <gau.nernst@yahoo.com.sg>
Signed-off-by: Canlin <canlinguosdu@gmail.com>
Co-authored-by: Thien Tran <gau.nernst@yahoo.com.sg>
Co-authored-by: OpenAI Codex <codex@openai.com>
Co-authored-by: Claude Fable 5.1 <noreply@anthropic.com>
Co-authored-by: Jee Jee Li <pandaleefree@gmail.com>
2026-09-22 01:07:17 -07:00
yinfengLiuandShanshan Shen 2af05512cf [Kernel] Add opt-in load-time MXFP4 dequantization (#50814)
Signed-off-by: Liuyinfeng01 <yinfeliu@amd.com>
Co-authored-by: Shanshan Shen <467638484@qq.com>
2026-09-22 14:51:12 +08:00
Mikko TukiainenandCursor 68363d64ec [ROCm][Perf] Avoid extra reshape kernel in Qwen GDN output norm (#47842)
Signed-off-by: Mikko Tukiainen <Mikko.Tukiainen@amd.com>
Co-authored-by: Cursor <cursoragent@cursor.com>
2026-09-22 14:38:16 +08:00
Ting SUNandmergify[bot] <37929162+mergify[bot]@users.noreply.github.com> a33b3bac5d [Bugfix][Qwen2.5-VL] Honor video fps for temporal M-RoPE (#47736)
Signed-off-by: Ting Sun <suntcrick@gmail.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
2026-09-22 05:56:12 +00:00
shaohuaxiandCodex 5abf85d27a [Bugfix][Frontend] Validate mixed prompt embedding mask lengths (#57006)
Signed-off-by: 子华 <huaxi.shx@alibaba-inc.com>
Co-authored-by: Codex <noreply@openai.com>
2026-09-22 05:50:31 +00:00
Juan Pérez de Algaba 4800024b98 [Security] Reject min_tokens that exceeds the filled max_tokens default (#57731)
Signed-off-by: Juan Pérez de Algaba <jperezde@redhat.com>
2026-09-22 05:50:23 +00:00
Jeff (Junze) Ma 0961bbae28 [Spec Decode] Enable async scheduling for DFlash (#58065) 2026-09-21 22:05:44 -07:00
Shanshan Shen 42a85a4976 [ROCm][Bugfix] Explicitly reject FSE=1 with DPA+ETP deployment for DeepSeek-V4 (#57919)
Signed-off-by: Shanshan Shen <87969357+shen-shanshan@users.noreply.github.com>
2026-09-22 04:45:53 +00:00
639461eda4 [RL][Sleep] Retain frozen weights across level-2 sleep (#57891)
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>
2026-09-22 12:36:55 +08:00
Yicong Wang c4d424c2e2 [Bugfix][Spec Decode] Cap DFlash/DSpark profiling query batch (#56448)
Signed-off-by: wangyicong <wangyicong@bytedance.com>
2026-09-22 12:36:32 +08:00
siyuandIsotr0py c723a831a8 [Fast Start] Cache the MTP draft model in a separate daemon group (#57312)
Signed-off-by: liusy58 <mg21330037@smail.nju.edu.cn>
Signed-off-by: Isotr0py <Isotr0py@outlook.com>
Co-authored-by: Isotr0py <Isotr0py@outlook.com>
2026-09-22 03:13:38 +00:00
e9f169d16b [CI] Add pre-commit check that new tests are tethered to Buildkite jobs (#54867)
Signed-off-by: Turner Jabbour <doubleujabbour@gmail.com>
Signed-off-by: Turner <doubleujabbour@gmail.com>
Co-authored-by: Claude Sonnet 5 <noreply@anthropic.com>
Co-authored-by: Kevin H. Luu <khluu000@gmail.com>
Co-authored-by: Nick Hill <nickhill123@gmail.com>
2026-09-21 18:36:45 -07:00
cherry77-cloudandzjy0516 79468c20ef [Bugfix][GDN] Fix stateless first-chunk classification (#51565)
Signed-off-by: taking-lying-flat <1615405@qq.com>
Signed-off-by: zjy0516 <riverclouds.zhu@qq.com>
Co-authored-by: zjy0516 <riverclouds.zhu@qq.com>
2026-09-22 09:11:49 +08:00
Navjot SinghandCodex 0bce411a07 [Bugfix] Annotate MTP draft KV cache groups positionally on the hybrid grouping path (#55390)
Signed-off-by: Navjot Singh <navjot.singh@shopify.com>
Co-authored-by: Codex <noreply@openai.com>
2026-09-22 00:31:26 +00:00
Summer YangCodexmergify[bot] <37929162+mergify[bot]@users.noreply.github.com>Jiangyun Zhu
a369a7becc [Perf][Attention] Reduce GLM sparse MLA preparation overhead (#57458)
Signed-off-by: Summer Yang <girasoleyang@gmail.com>
Co-authored-by: Codex <noreply@openai.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
Co-authored-by: Jiangyun Zhu <riverclouds.zhu@qq.com>
2026-09-21 17:24:25 -07:00
Robert ShawandRobert Shaw c64b15cde5 [Scheduler] Soften Long Prefill Tokens Threshhold (#57951)
Signed-off-by: Robert Shaw <robertgshaw2@gmail.com>
Signed-off-by: Robert Shaw <robshaw@redhat.com>
Co-authored-by: Robert Shaw <robshaw@redhat.com>
2026-09-21 17:19:42 -07:00
78d7836525 [CI] Split (H200) LM Eval Large Models into per-model jobs (#57965)
Signed-off-by: Thang Nguyen <thangnguyenvn647@gmail.com>
Co-authored-by: Kimi Code <noreply@moonshot.cn>
Co-authored-by: Claude Opus 5 (1M context) <noreply@anthropic.com>
2026-09-21 17:19:17 -07:00
Nils MattesonTaneem IbrahimelehayymAndreas Karatzasmergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
13058faa49 [Frontend] Add reusable TP1 initialized-engine snapshots (#51360)
Signed-off-by: Nils Matteson <nilsmatteson@icloud.com>
Signed-off-by: Taneem Ibrahim <taneem.ibrahim@gmail.com>
Signed-off-by: Andreas Karatzas <Andreas.Karatzas@amd.com>
Co-authored-by: Taneem Ibrahim <taneem.ibrahim@gmail.com>
Co-authored-by: elehayym <52448798+Yuzu23@users.noreply.github.com>
Co-authored-by: Andreas Karatzas <akaratza@amd.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
2026-09-21 23:18:49 +00:00
Garrett GoonandClaude Opus 5 8bf051cd51 [Bugfix][Kernel] Skip the fused silu-mul block-quant fast path when a swiglu clamp is set (#57984)
Signed-off-by: Garrett Goon <garrett@primeintellect.ai>
Co-authored-by: Claude Opus 5 (1M context) <noreply@anthropic.com>
2026-09-21 22:38:38 +00:00
382970ee6c [Kimi-K3][AMD] Return KDA and MLA projection outputs directly (#50592)
Signed-off-by: Liuyinfeng01 <yinfeliu@amd.com>
Co-authored-by: Liuyinfeng01 <199041580+LiuYinfeng01@users.noreply.github.com>
Co-authored-by: Andreas Karatzas <akaratza@amd.com>
2026-09-21 15:44:41 -05:00
Andreas KaratzasandOpenAI Codex 12972ae40b [Bugfix][ROCm] Reject unsupported EP for monolithic AITER MXFP4 MoE (#57866)
Signed-off-by: Andreas Karatzas <Andreas.Karatzas@amd.com>
Co-authored-by: OpenAI Codex <noreply@openai.com>
2026-09-21 15:30:21 -05:00
Andreas KaratzasandOpenAI Codex 9179bcd416 [Bugfix][MoE] Reject hash routing for unsupported monolithic backends (#57867)
Signed-off-by: Andreas Karatzas <Andreas.Karatzas@amd.com>
Co-authored-by: OpenAI Codex <noreply@openai.com>
2026-09-21 16:28:35 -04:00
Nicolò Lucchesi 54020c3c3e [Engram] Drop redundant VLLM_PLE_CPU_OFFLOAD env var (#57937)
Signed-off-by: NickLucche <nicolo.lucchesi@mistral.ai>
2026-09-21 20:16:02 +02:00
Karen Chung 986e217158 [Feature] Add first-class KV hints request envelope for programmatic KV management (#53423)
Signed-off-by: Karen Chung <karenc@nvidia.com>
2026-09-21 09:56:11 -07:00
djramicandAndreas Karatzas 4f14516790 [ROCm][CI] Use ROCm backend for DeepSeek V4.1 ViT test (#57931)
Signed-off-by: Djordje Ramic <djoramic@amd.com>
Co-authored-by: Andreas Karatzas <akaratza@amd.com>
2026-09-21 16:39:31 +00:00
Cyrus Leung 7853700d4c [MM] Move get_dummy_processor_inputs into MM processor (#57967)
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
2026-09-21 09:39:20 -07:00
Sahil PatelandCyrus Leung 4e61ad8ee1 [Bugfix] unskip InternViT test for transformers v5 compatibility (#55767)
Signed-off-by: sahil <sahil@example.com>
Co-authored-by: Cyrus Leung <tlleungac@connect.ust.hk>
2026-09-21 09:38:25 -07:00
afriedriDouglas LehrShanshan Shenmergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
874a6b5a06 [ROCm] Refactor tuned gemms (#55001)
Signed-off-by: Andy Friedrich <afriedri@amd.com>
Signed-off-by: afriedri <afriedri@amd.com>
Co-authored-by: Douglas Lehr <91553416+dllehr-amd@users.noreply.github.com>
Co-authored-by: Shanshan Shen <467638484@qq.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
2026-09-21 16:30:16 +00:00
Lucas WilkinsonandOpenAI Codex 8c0825090d [Bugfix][NIXL] Fix DCP pulls across MLA cache regions (#57389)
Signed-off-by: Lucas Wilkinson <lwilkinson@neuralmagic.com>
Co-authored-by: OpenAI Codex <noreply@openai.com>
2026-09-21 11:57:49 -04:00
Tony Lin dc479a2d83 [Bugfix] Fix external LB DP rank handling when replicas share nodes (#53743)
Signed-off-by: Tony Lin <tony.lin@intel.com>
2026-09-21 17:19:14 +02:00
Tuukka Sarviandlarryli2-amd e34685dfc0 [ROCm][DSv4] Enable DSpark adaptive verification (#52362)
Signed-off-by: Tuukka Sarvi <tuukka.sarvi@amd.com>
Signed-off-by: larryli2-amd <larryli2@amd.com>
Co-authored-by: larryli2-amd <larryli2@amd.com>
2026-09-21 10:03:41 -05:00
Cyrus Leung c8824a1e42 [MM] Move supports_multimodal_inputs and cache out of registry (#57913)
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
2026-09-21 07:43:07 -07:00
Andreas KaratzasandOpenAI Codex 7488b5780f [ROCm][Tests] Reduce host memory when downcasting FP32 HF references (#57869)
Signed-off-by: Andreas Karatzas <Andreas.Karatzas@amd.com>
Co-authored-by: OpenAI Codex <noreply@openai.com>
2026-09-21 22:42:47 +08:00