Commit Graph
6208 Commits
Author SHA1 Message Date
Ayushman Singhandmergify[bot] <37929162+mergify[bot]@users.noreply.github.com> 7bcca16729 [Bugfix] Fix DeepGEMM FP8 warmup coverage (#56452)
Signed-off-by: Ayushman Singh <40520701+ayush1399@users.noreply.github.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
2026-09-12 14:20:38 -04:00
Itay Alroy 658c8131c7 [Elastic EP] Reuse CUDA graphs across reconfiguration (#54985) 2026-09-12 10:26:39 -04:00
JartX 986e2f870a [Refactor][ROCm] Migrate the RDNA3 W4A16 MoE to the oracle/experts pa… (#55522)
Signed-off-by: JartX <sagformas@epdcenter.es>
2026-09-12 21:20:26 +08:00
Taneem Ibrahim a0914ab7d0 [Nano-Nemotron] Fix Nano-Nemotron precomputed multimodal embeddings (#56398)
Signed-off-by: Taneem Ibrahim <taneem.ibrahim@gmail.com>
2026-09-12 09:07:10 -04:00
d43bb2f37f [3/N] HiSparse: host-resident sparse-MLA decode hot-buffering (#53781)
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
Signed-off-by: Lucas Wilkinson <lwilkinson@neuralmagic.com>
Signed-off-by: Matthew Bonanni <matthew@neuralmagic.com>
Signed-off-by: Nicolò Lucchesi <nicolo.lucchesi@mistral.ai>
Co-authored-by: OpenAI Codex <codex@openai.com>
Co-authored-by: Lucas Wilkinson <lwilkins@redhat.com>
Co-authored-by: Lucas Wilkinson <lwilkinson@neuralmagic.com>
Co-authored-by: Nicolò Lucchesi <nicolo.lucchesi@mistral.ai>
Co-authored-by: OpenAI Codex <noreply@openai.com>
Co-authored-by: Claude Opus 5 (1M context) <noreply@anthropic.com>
Co-authored-by: Lucas Wilkinson <LucasWilkinson@users.noreply.github.com>
2026-09-12 00:36:47 -04:00
Roberto L. CastroandCodex 120ec4ebd2 [5/N][warmup][DSv4] Migrate NVIDIA CuTeDSL attention kernels (#53566)
Signed-off-by: LopezCastroRoberto <rocastro@redhat.com>
Co-authored-by: Codex <codex@openai.com>
2026-09-12 00:05:59 -04:00
Fangzhou AiandFangzhou Ai 46d2b23ac5 [ROCm][DSV4.1][Perf] Use AITER mHC for the delayed pre block (#56503)
Signed-off-by: Fangzhou Ai <fangzhou@semianalysis.ai>
Co-authored-by: Fangzhou Ai <fangzhou@semianalysis.ai>
2026-09-12 00:35:48 +00:00
Andy Lo dc07f1638f [Bugfix][MLA] Read sparse model settings from text config (#56160)
Signed-off-by: Andy Lo <andy@mistral.ai>
2026-09-11 18:02:13 +00:00
Chris EastwoodNick Hillmergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
6fe67cbbf3 [Spec][V2] Support MTP speculative decoding under pipeline parallelism (#46994)
Signed-off-by: Chris Eastwood <chris.eastwood@pwn4g3.dev>
Signed-off-by: Nick Hill <nickhill123@gmail.com>
Co-authored-by: Nick Hill <nickhill123@gmail.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
2026-09-11 17:55:21 +00:00
Shanshan Shen 127143e27f Revert "[Rocm][Kimi-k3] Fix pipeline_parallel support for the kimik3 DCP mode (#53664)" (#56429)
Signed-off-by: Shanshan Shen <87969357+shen-shanshan@users.noreply.github.com>
2026-09-11 09:17:26 -07:00
Wentao Ye 5fe77aecfc [Deprecation] Deprecate items scheduled for 0.29 (#55353)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
2026-09-11 08:17:02 -07:00
Harry MellorandClaude Opus 5 c191787a68 [Bugfix] Align vLLM YaRN with Transformers and stop re-scaling max_model_len (#56446)
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Co-authored-by: Claude Opus 5 (1M context) <noreply@anthropic.com>
2026-09-11 13:01:38 +00:00
labAxiaoming a5b714eee4 [Bugfix] Fix Qwen3-VL and Cosmos3-Edge text architectures for CPU and pipeline parallelism (#53699)
Signed-off-by: xiaoming <1259730330@qq.com>
2026-09-11 05:58:15 -07:00
Yuxuan Zhang 89dbb26445 [Bugfix] Fix GLM-OCR MTP position masking during CUDA graph capture (#56447)
Signed-off-by: zRzRzRzRzRzRzR <Yuxuan.Zhang2@liverpool.ac.uk>
2026-09-11 12:31:10 +00:00
Matt b4da4d17ae [ROCm][Bugfix] Fix AITER preshuffled FP8 block-scale kernel (#56433)
Signed-off-by: Matthew Wong <Matthew.Wong2@amd.com>
2026-09-11 11:44:57 +00:00
e77daef89e [Model] Support DeepSeek-V4.1-Flash (#56214)
Signed-off-by: Yongye Zhu <zyy1102000@gmail.com>
Signed-off-by: Jee Jee Li <jeejeelee@inferact.ai>
Signed-off-by: andyluo7 <andy.luo@amd.com>
Signed-off-by: zjy0516 <riverclouds.zhu@qq.com>
Co-authored-by: Jee Jee Li <jeejeelee@inferact.ai>
Co-authored-by: andyluo7 <andy.luo@amd.com>
Co-authored-by: OpenAI Codex <codex@openai.com>
Co-authored-by: zjy0516 <riverclouds.zhu@qq.com>
Co-authored-by: Claude Opus 5 (1M context) <noreply@anthropic.com>
2026-09-11 02:11:19 -07:00
Kevin H. LuuandOpenAI Codex 1cf6555214 [Bugfix] Pin EPLB and MLA host-to-device transfer buffers (#56138)
Signed-off-by: khluu <khluu000@gmail.com>
Signed-off-by: Kevin H. Luu <khluu000@gmail.com>
Co-authored-by: OpenAI Codex <noreply@openai.com>
2026-09-11 01:57:47 -07:00
Zhicheng LiuOpenAI Codexmergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
fbf51c7026 [Bugfix] Fix FlashInfer KV sharing with omitted K/V (#55864)
Signed-off-by: zhicheng Liu <lzc021026@gmail.com>
Co-authored-by: OpenAI Codex <noreply@openai.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
2026-09-10 23:07:52 -07:00
980c16c8e4 [PCP][Spec Decode] Adds PCP support for single-module MTP and replicated DSpark. (#56107)
Signed-off-by: Summer Yang <girasoleyang@gmail.com>
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
Co-authored-by: Summer Yang <girasoleyang@gmail.com>
Co-authored-by: OpenAI Codex <codex@openai.com>
Co-authored-by: OpenAI Codex <noreply@openai.com>
2026-09-10 22:07:53 -07:00
Marceli FylcekandClaude Opus 5 5b6cf93e8e [XPU] Add forward_xpu to Mixer2RMSNormGated and FusedRMSNormGated (#54968)
Signed-off-by: Marceli Fylcek <marceli.fylcek@intel.com>
Co-authored-by: Claude Opus 5 <noreply@anthropic.com>
2026-09-11 07:58:28 +08:00
MattandClaude Opus 5 9163190dda [ROCm][Bugfix][Perf] Tune multi-stream shared experts use; wvSplitKrc fixes (#56098)
Signed-off-by: Matthew Wong <Matthew.Wong2@amd.com>
Co-authored-by: Claude Opus 5 (1M context) <noreply@anthropic.com>
2026-09-10 15:14:22 -07:00
Micah Williamson 7de70fa7ae [Bugfix][ROCm] Create linear layer biases with requires_grad=False (#56161)
Signed-off-by: Micah Williamson <micah.williamson@amd.com>
2026-09-10 13:54:52 -05:00
Simon Danielsson 7470082f57 [ROCm][Perf] Add bpreshuffled blockscaled fp8 GEMM (#51692)
Signed-off-by: simondanielsson <simon.danielsson99@hotmail.com>
2026-09-10 16:18:37 +00:00
Itay AlroyandTyler Michael Smith bdea2777ea [Bugfix][MoE] Fix batched CUTLASS workspace overallocation (#55579)
Signed-off-by: Itay Alroy <ialroy@nvidia.com>
Co-authored-by: Tyler Michael Smith <tlrmchlsmth@gmail.com>
2026-09-10 15:33:56 +00:00
Alexander CrettenandandClaude 7d8d71e989 [Bugfix] Qwen3-VL(-MoE): pass architectures to with_hf_config for pipeline parallelism (#43272)
Signed-off-by: Xonder <xonder@gmail.com>
Co-authored-by: Claude <noreply@anthropic.com>
2026-09-10 14:49:35 +01:00
Taneem Ibrahim f9083cb83a [Mypy] Fix typing for R/S models (#54157)
Signed-off-by: Taneem Ibrahim <taneem.ibrahim@gmail.com>
2026-09-10 09:43:08 -04:00
siyuandIsotr0py 73fb19151f [Fast Start] Support fp4 (#55465)
Signed-off-by: Isotr0py <Isotr0py@outlook.com>
Co-authored-by: Isotr0py <Isotr0py@outlook.com>
2026-09-10 13:22:17 +00:00
YoavMironandBenjamin Chislett 40e6042ec8 [Feature][Spec Decode] MTP with separate (possibly quantized) lm head for nemotron (#54574)
Signed-off-by: Yoav Miron <yomiron@nvidia.com>
Signed-off-by: YoavMiron <yomiron@nvidia.com>
Co-authored-by: Benjamin Chislett <chislett.ben@gmail.com>
2026-09-10 08:26:31 -04:00
9b959b8657 [Model] DeepSeek-V4.1-Flash Model Definitions (#56228)
Signed-off-by: Roger Wang <hey@rogerw.io>
Signed-off-by: zjy0516 <riverclouds.zhu@qq.com>
Co-authored-by: Kimi Code <noreply@moonshot.cn>
Co-authored-by: zjy0516 <riverclouds.zhu@qq.com>
Co-authored-by: Codex <noreply@openai.com>
2026-09-10 20:16:26 +08:00
Jakub ByczkowskiandCopilot c9355e25e8 [XPU][Bugfix] Add forward_xpu to Ernie4_5_VLRotaryEmbedding (#55942)
Signed-off-by: Jakub Byczkowski <jakub.byczkowski@intel.com>
Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
2026-09-10 17:48:00 +08:00
6fd08c45e6 [XPU][Bugfix] Fix FalconH1 pipeline-parallel execution (#55913)
Signed-off-by: Jakub Byczkowski <jakub.byczkowski@intel.com>
Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
Co-authored-by: Kunshang Ji <kunshang.ji@intel.com>
2026-09-10 17:47:29 +08:00
zexplorerhjCodexmergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
fe26c705f7 [Model] Add Bailing V3 VL support (#55921)
Signed-off-by: zexplorerhj <zhjoneson@163.com>
Co-authored-by: Codex <noreply@openai.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
2026-09-10 02:46:56 -07:00
Jared WenandClaude Fable 5.1 1768273c13 [Perf][GLM-5.3-Flash] Decode hot-path cleanups: strided KDA recurrent inputs, NoPE MQA query without concat, no duplicate router GEMM (#55736)
Signed-off-by: Jared Wen <jaredwen@inferact.ai>
Co-authored-by: Claude Fable 5.1 <noreply@anthropic.com>
2026-09-10 16:28:33 +08:00
Yunzhu LuandIsotr0py 442d36031c [MM][CG] Enable encoder CUDA Graph for MiniCPM-V (#42785)
Signed-off-by: YunzhuLu <lucia.yunzhu@gmail.com>
Signed-off-by: Isotr0py <Isotr0py@outlook.com>
Co-authored-by: Isotr0py <Isotr0py@outlook.com>
2026-09-10 06:28:48 +00:00
Li, Jiang c3ccc0e957 [Model] Add DeepSeek-V4 CPU backend (#55355)
Signed-off-by: jiang1.li <jiang1.li@intel.com>
2026-09-10 14:14:48 +08:00
Qiming Zhang 49632fb3ac [CI][XPU] Reject CUDA-IPC weight cache on non-CUDA/ROCm platforms (#56010)
Signed-off-by: mayuyuace <qiming1.zhang@intel.com>
2026-09-10 14:05:07 +08:00
Colin Z 588a813a60 [ROCm] [BugFix] Fix AITER MXFP4 ASM-GEMM crash on unfused shared experts (#55213)
Signed-off-by: Colin Zeng <Colin.Zeng@amd.com>
2026-09-10 05:23:36 +00:00
Wei ZhaoandOpenAI Codex 8c87c333b8 [Perf] Fix TRTLLM ragged prefill perf regression (#55499)
Signed-off-by: wzhao18 <wzhao18.sz@gmail.com>
Co-authored-by: OpenAI Codex <noreply@openai.com>
2026-09-09 20:38:20 +00:00
cjackalmergify[bot] <37929162+mergify[bot]@users.noreply.github.com>Isotr0py
22d95d1adc [Bugfix] Make mm_device_do_normalize encoder-cudagraph safe (#55370)
Signed-off-by: cjackal <44624812+cjackal@users.noreply.github.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
Co-authored-by: Isotr0py <Isotr0py@outlook.com>
2026-09-10 01:43:22 +08:00
Andrii SkliarAndrii Skliarmergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
83fe99399e [Spec Decode] Add NVFP4 DSpark gathered top-k projection (#55713)
Signed-off-by: Andrii Skliar <askliar@nvidia.com>
Co-authored-by: Andrii Skliar <askliar@nvidia.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
2026-09-09 17:33:46 +00:00
Harry MellorandClaude Opus 5 42d76ee35a [Docs] Fix griffe docstring indentation warning in SupportsMRoPE (#56112)
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Co-authored-by: Claude Opus 5 (1M context) <noreply@anthropic.com>
2026-09-09 10:11:40 -07:00
Harry MellorandClaude Opus 5 719284fe15 [Core][Model] Unify XD-RoPE into M-RoPE and derive the channel count (#56078)
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Co-authored-by: Claude Opus 5 (1M context) <noreply@anthropic.com>
2026-09-09 09:23:30 -07:00
d8d53f17c2 [Rocm][Kimi-k3] Add pipeline_parallel support for the kimik3 model (#53664)
Signed-off-by: haic0 <149741444+haic0@users.noreply.github.com>
Co-authored-by: Cursor <cursoragent@cursor.com>
Co-authored-by: Shanshan Shen <467638484@qq.com>
2026-09-09 07:50:24 -07:00
cc4210f671 [Perf] Improve BF16x3 router GEMM accuracy and make it default on sm100 (#55899)
Signed-off-by: Thien Tran <gau.nernst@yahoo.com.sg>
Co-authored-by: OpenAI Codex <noreply@openai.com>
Co-authored-by: Jee Jee Li <pandaleefree@gmail.com>
2026-09-09 07:33:12 -07:00
Harry Huangandmergify[bot] <37929162+mergify[bot]@users.noreply.github.com> 3116c5d06b [Qwen4Exp] Support UVA PLE-offload and Engram tensor parallelism (#54371)
Signed-off-by: huanghaoyan.hhy <huanghaoyan.hhy@alibaba-inc.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
2026-09-09 07:32:34 -07:00
Thomas OrtnerandHarry Mellor e509d32b5a [Transformers backend] Enable QKV-Fuser for Gemma4 (#55690)
Signed-off-by: Thomas Ortner <boh@zurich.ibm.com>
Signed-off-by: Thomas Ortner <bohnstinglthomas@gmail.com>
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Co-authored-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
2026-09-09 14:46:31 +01:00
abrahamzewoudie 08b3e67b66 [ROCm][Perf] Fix Qwen3-vLLM audio encoder TP when heads are not divisible by TP size (#45900)
Signed-off-by: abrahamzewoudie <azewoudi@amd.com>
2026-09-09 13:28:24 +00:00
Michael LazosandOpenAI Codex 28a73ccfba [Kernel] Add NVFP4 support to the torch linear backend (#53319)
Signed-off-by: Michael Lazos <mlazos@meta.com>
Co-authored-by: OpenAI Codex <codex@openai.com>
2026-09-08 20:30:05 -04:00
Nick Hill 4aadb0f14d [Core] Enhance cpu<->gpu sync checking to include paged async copies (#53491)
Signed-off-by: Nick Hill <nickhill123@gmail.com>
2026-09-08 17:26:21 -07:00
Taneem Ibrahim 5af4cc33ec [Bugfix] Fix OpenPangu multimodal embedding merge (#55941)
Signed-off-by: Taneem Ibrahim <taneem.ibrahim@gmail.com>
2026-09-08 23:53:59 +00:00