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Author SHA1 Message Date
Naveenraj Kamalakannan
e614ab7806
Separate MLAAttention class from Attention (#25103) 
Signed-off-by: Naveenraj Kamalakannan <therealnaveenkamal@gmail.com>
Signed-off-by: Luka Govedič <ProExpertProg@users.noreply.github.com>
Co-authored-by: Luka Govedič <ProExpertProg@users.noreply.github.com>
 2025-10-08 17:11:11 -07:00
bnellnm
da364615fc
[Kernels] Modular kernel refactor (#24812) 
Signed-off-by: Bill Nell <bnell@redhat.com>
 2025-10-08 17:51:52 -04:00
Wentao Ye
241b4cfe66
[Refactor] Refactor FP8 & INT8 Quant Folder inside w8a8 (#25293) 
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Co-authored-by: Jun Jiang <jasl9187@hotmail.com>
Co-authored-by: Chendi.Xue <chendi.xue@intel.com>
Co-authored-by: Nikhil G <nrghosh@users.noreply.github.com>
 2025-10-08 10:20:48 -04:00
Harry Mellor
2f99f2f506
Tidy vllm/config/__init__.py to only add classes and functions (#26405) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-10-08 07:10:00 -07:00
isharif168
046118b938
Add SwigluOAI implementation for CPUFusedMOE (#26347) 
Signed-off-by: Sharif Inamdar <sharif.inamdar@arm.com>
 2025-10-07 20:17:49 -06:00
liangel-02
b32260ab85
[torchao] safetensors integration (#25969) 
Signed-off-by: Angel Li <liangel@meta.com>
 2025-10-07 20:12:35 -06:00
Wentao Ye
8f36850f73
[Bug] Fix Shape Validation for Fallback while Enabling E8M0 for DeepGEMM (#26322) 
Signed-off-by: yewentao256 <zhyanwentao@126.com>
 2025-10-07 13:50:30 -04:00
Chen Zhang
29fd2662ba
[deepseek] add EP8 FusedMOE config for H200 and B200 (#26331) 
Signed-off-by: Chen Zhang <zhangch99@outlook.com>
 2025-10-07 10:38:54 -07:00
fxmarty-amd
41f1cf38f2
[Feature][OCP MX] Support mxfp6 and mixed mxfp6-mxfp4 (#21166) 2025-10-07 09:35:26 -04:00
Benjamin Chislett
2161efe978
[Bugfix] Allow skipping MoE in NVFP4 (fix for MTP) (#25987) 
Signed-off-by: Benjamin Chislett <bchislett@nvidia.com>
 2025-10-06 16:16:30 -04:00
Crefeda Rodrigues
c02058c222
Add bias handling to CPUFusedMOE kernel (#26289) 
Signed-off-by: Crefeda Rodrigues <crefeda.rodrigues@arm.com>
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
Signed-off-by: Crefeda Rodrigues <65665931+cfRod@users.noreply.github.com>
Co-authored-by: Isotr0py <mozf@mail2.sysu.edu.cn>
Co-authored-by: Sharif Inamdar <Sharif.Inamdar@arm.com>
Co-authored-by: Isotr0py <2037008807@qq.com>
 2025-10-06 18:39:10 +00:00
Roger Wang
43c146ca42
[Misc] Clean up unnecessary E501 ignore (#26274) 
Signed-off-by: Roger Wang <hey@rogerw.io>
 2025-10-06 07:29:18 +00:00
Harry Mellor
6c04638214
Fix per file ruff ignores related to line length (#26262) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-10-06 05:12:40 +00:00
Thomas Parnell
778f554157
[V1] [Hybrid] Some additional clean-up in Mamba2 prefix caching (#26222) 
Signed-off-by: Thomas Parnell <tpa@zurich.ibm.com>
 2025-10-06 10:40:30 +08:00
Harry Mellor
b893d661b1
Fix per file ruff ignores related to simplification (#26259) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-10-05 20:31:53 +00:00
Harry Mellor
1c0c68202c
Fix per file ruff ignores related to typing (#26254) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-10-05 16:37:55 +00:00
Harry Mellor
4e256cadc2
Remove all references to yapf as it's no longer used (#26251) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-10-05 09:18:11 -07:00
Harry Mellor
d6953beb91
Convert formatting to use ruff instead of yapf + isort (#26247) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-10-05 07:06:22 -07:00
Simon Danielsson
432e1cbc23
[Bugfix]: Assertion error when using FlashInfer backend (#25933) 
Signed-off-by: simondanielsson <simon.danielsson99@hotmail.com>
Co-authored-by: Cyrus Leung <tlleungac@connect.ust.hk>
 2025-10-05 16:46:36 +08:00
Cyrus Leung
1838cd4860
Revert "Add batch invariant kernel override for FlashInfer backend [2/n]" (#26220) 2025-10-04 02:45:08 -07:00
Stan Wozniak
ea507c3a93
[V1] [Hybrid] Mamba2 Automatic Prefix Caching (#25752) 
Signed-off-by: Stanislaw Wozniak <stw@zurich.ibm.com>
Signed-off-by: Thomas Ortner <boh@zurich.ibm.com>
Signed-off-by: Thomas Parnell <tpa@zurich.ibm.com>
Co-authored-by: Thomas Ortner <boh@zurich.ibm.com>
Co-authored-by: Thomas Parnell <tpa@zurich.ibm.com>
 2025-10-04 06:34:22 +02:00
Fadi Arafeh
9705fba7b7
[cpu][perf] Accelerate unquantized-linear for AArch64 through oneDNN/ACL and weight prepack (#25948) 
Signed-off-by: Fadi Arafeh <fadi.arafeh@arm.com>
Co-authored-by: Li, Jiang <jiang1.li@intel.com>
 2025-10-04 12:16:38 +08:00
Bram Wasti
2f7dbc9b42
Add batch invariant kernel override for FlashInfer backend [2/n] (#25769) 
Signed-off-by: Bram Wasti <bwasti@meta.com>
Signed-off-by: Bram Wasti <bwasti@fb.com>
Co-authored-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com>
 2025-10-03 19:49:30 -07:00
Varun Sundar Rabindranath
7ef40bb983
[GPTOSS][DP/EP][Marlin] Enable GPTOSS DP/EP using Marlin kernels (#25488) 
Signed-off-by: Varun Sundar Rabindranath <vsundarr@redhat.com>
Co-authored-by: Varun Sundar Rabindranath <vsundarr@redhat.com>
Co-authored-by: mgoin <mgoin64@gmail.com>
 2025-10-03 20:13:13 -04:00
Wentao Ye
c1ffcb55da
[Refactor] Optimize FP8 MOE Backend Choice and Log (#26044) 
Signed-off-by: yewentao256 <zhyanwentao@126.com>
 2025-10-03 15:23:42 -06:00
Pavani Majety
a26917332f
[Quantization/NVFP4] Speed up TRTLLM NVFP4 MOE weight loading and fix K/V scale loading for MLA Attn (#25968) 
Signed-off-by: Pavani Majety <pmajety@nvidia.com>
 2025-10-03 19:35:06 +00:00
Chendi.Xue
dd96465fd7
[BugFix][QWEN-VL]fix wrong apply_rotary_emb_torch selection introduced by #24642 (#26123) 
Signed-off-by: Chendi Xue <Chendi.Xue@intel.com>
Signed-off-by: Chendi.Xue <chendi.xue@intel.com>
Co-authored-by: Roger Wang <hey@rogerw.io>
 2025-10-03 08:52:26 -07:00
Paul Pak
5f42fc53b6
[backends][short_conv] CUDA graph piecewise edits (#24215) 
Signed-off-by: Paul Pak <paulpak58@gmail.com>
 2025-10-03 12:59:48 +00:00
Egor
aa5053e3fe
[Doc] Fixed shape description for fused_batched_moe.py (#25668) 
Signed-off-by: Egor <e.a.krivov@gmail.com>
 2025-10-03 04:00:23 -07:00
Varun Sundar Rabindranath
8c9117181d
[Misc] Remove typing.List (#26150) 
Signed-off-by: Varun Sundar Rabindranath <vsundarr@redhat.com>
Co-authored-by: Varun Sundar Rabindranath <vsundarr@redhat.com>
 2025-10-03 07:00:33 +00:00
Harry Mellor
10d765482d
FusedMoE support for the Transformers backend (#22650) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-10-02 23:12:15 -07:00
Zhewen Li
711f485643
[Bugfix] Fix import gemm_afp4wfp4 failure on AMD (#26068) 
Signed-off-by: zhewenli <zhewenli@meta.com>
 2025-10-02 22:37:25 -07:00
Matthew Bonanni
13cdc02173
Fix MTP with deepep_low_latency (#25904) 
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
 2025-10-02 21:29:49 +00:00
ElizaWszola
502640c3f9
[Perf] Fix and reapply move apply w8a8 block fp8 linear to class (#25696) 
Signed-off-by: ElizaWszola <ewszola@redhat.com>
Signed-off-by: ElizaWszola <elizaw.9289@gmail.com>
Signed-off-by: Luka Govedič <lgovedic@redhat.com>
Signed-off-by: Luka Govedič <ProExpertProg@users.noreply.github.com>
Co-authored-by: Luka Govedič <ProExpertProg@users.noreply.github.com>
Co-authored-by: Michael Goin <mgoin64@gmail.com>
Co-authored-by: Luka Govedič <lgovedic@redhat.com>
 2025-10-02 19:35:13 +00:00
vllmellm
5e4a8223c6
[Qwen][ROCm] Flash Attention Rotary Embeddings (#24642) 
Signed-off-by: vllmellm <vllm.ellm@embeddedllm.com>
 2025-10-02 08:26:08 -07:00
Jerry Zhang
c31246800c
Support RL online quantization with torchao (#23014) 
Signed-off-by: Jerry Zhang <jerryzh168@gmail.com>
 2025-10-01 16:39:29 -07:00
Wentao Ye
1244948885
[Log] Optimize Log for FP8MOE (#25709) 
Signed-off-by: yewentao256 <zhyanwentao@126.com>
 2025-09-30 19:18:43 -07:00
cjackal
43b752c325
[Llama4] [multimodal] Fix misplaced dtype cast of cos_sin_cache in Llama4VisionRotaryEmbedding (#25889) 
Signed-off-by: cjackal <44624812+cjackal@users.noreply.github.com>
 2025-09-30 20:35:15 +00:00
Wentao Ye
e6a226efba
[Bug] Fix AttributeError: 'QKVParallelLinear' object has no attribute 'orig_dtype' (#25958) 
Signed-off-by: yewentao256 <zhyanwentao@126.com>
 2025-09-30 11:13:03 -07:00
Pavani Majety
ef283548f7
[Bugfix] Fix accuracy issue of TRTLLM FP8 MOE and improve logging (#25895) 
Signed-off-by: Pavani Majety <pmajety@nvidia.com>
 2025-09-30 10:51:31 -04:00
Asaf Joseph Gardin
35fe398c7c
[Kernel][Moe Configs] Add more tuned triton configs for ExpertsInt8 and FP8 (#25858) 
Signed-off-by: asafg <39553475+Josephasafg@users.noreply.github.com>
 2025-09-30 07:30:44 -07:00
Yongye Zhu
fa7e254a7f
[New Model] DeepSeek-V3.2 (Rebased to Main) (#25896) 
Signed-off-by: Chen Zhang <zhangch99@outlook.com>
Signed-off-by: youkaichao <youkaichao@gmail.com>
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
Signed-off-by: mgoin <mgoin64@gmail.com>
Signed-off-by: NickLucche <nlucches@redhat.com>
Signed-off-by: Yongye Zhu <zyy1102000@gmail.com>
Signed-off-by: Barry Kang <43644113+Barry-Delaney@users.noreply.github.com>
Signed-off-by: Lucia Fang <fanglu@meta.com>
Co-authored-by: Chen Zhang <zhangch99@outlook.com>
Co-authored-by: youkaichao <youkaichao@gmail.com>
Co-authored-by: Lucas Wilkinson <lwilkins@redhat.com>
Co-authored-by: Robert Shaw <114415538+robertgshaw2-redhat@users.noreply.github.com>
Co-authored-by: Lucas Wilkinson <LucasWilkinson@users.noreply.github.com>
Co-authored-by: yewentao256 <zhyanwentao@126.com>
Co-authored-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com>
Co-authored-by: mgoin <mgoin64@gmail.com>
Co-authored-by: Lucia Fang <116399278+luccafong@users.noreply.github.com>
Co-authored-by: Lucia Fang <fanglu@meta.com>
Co-authored-by: NickLucche <nlucches@redhat.com>
Co-authored-by: Siyuan Fu <siyuanf@nvidia.com>
Co-authored-by: Matthew Bonanni <mbonanni@redhat.com>
Co-authored-by: Xiaozhu Meng <mxz297@gmail.com>
Co-authored-by: Barry Kang <43644113+Barry-Delaney@users.noreply.github.com>
 2025-09-30 17:14:41 +08:00
Harry Mellor
61aedb5ffe
MoveVllmConfig from config/__init__.py to config/vllm.py (#25271) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-09-29 19:49:49 -07:00
Wentao Ye
89e4050af4
[Bug] Fix Weight Loading for Block FP8 Cutlass SM90 (#25909) 
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>
 2025-09-30 09:15:19 +08:00
Thomas Parnell
fea3e476aa
[Kernel] Chunk-aligned mamba2 (#24683) 2025-09-29 23:18:25 +02:00
Lee Nau
d5ab28511c
[Bugfix] Use correct key "ignore" for config.json non-quantized layers (#25706) 
Signed-off-by: Lee Nau <lnau@nvidia.com>
 2025-09-29 15:07:29 -04:00
Tyler Michael Smith
a5354b3ed2
[Bugfix][WideEP] Apply TP Attn + EP MoE fix to other models (#24982) 
Signed-off-by: Tyler Michael Smith <tlrmchlsmth@gmail.com>
 2025-09-27 14:22:28 +00:00
Tyler Michael Smith
f9df8b4ad7
[Bugfix] Fix triton import precommit failure (#25803) 
Signed-off-by: Tyler Michael Smith <tlrmchlsmth@gmail.com>
 2025-09-27 07:13:11 -07:00
Bram Wasti
dc48ba0c75
Kernel-override Determinism [1/n] (#25603) 
Signed-off-by: Bram Wasti <bwasti@meta.com>
 2025-09-26 16:59:09 -07:00
Michael Goin
f708bd4904
[CI] Add E2E Blackwell Quantized MoE Test (#25723) 
Signed-off-by: mgoin <mgoin64@gmail.com>
 2025-09-26 12:23:00 -07:00