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1022 Commits

Author SHA1 Message Date
Jinzhen Lin
a258ad8bcc
[Bugfix] fix qwen3 moe fp8 accuracy issue (#23031) 
Signed-off-by: Jinzhen Lin <jinzhen.ljz@antgroup.com>
 2025-08-16 17:41:23 -07:00
Michael Goin
4fc722eca4
[Kernel/Quant] Remove AQLM (#22943) 
Signed-off-by: mgoin <mgoin64@gmail.com>
Co-authored-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com>
 2025-08-16 19:38:21 +00:00
bnellnm
8ad7285ea2
[Kernels] Clean up FusedMoeMethodBase and modular kernel setup. Remove extra arguments from modular kernel methods. (#22035) 
Signed-off-by: Bill Nell <bnell@redhat.com>
Co-authored-by: Michael Goin <mgoin64@gmail.com>
 2025-08-15 14:46:00 -04:00
sstamenk
6b04039a72
[BugFix] Skip the Q component for QKVParallelLinear in the case of QKVCrossParallelLinear since its width is 0 (#22369) 
Signed-off-by: sstamenk <sstamenk@amd.com>
 2025-08-15 17:17:31 +00:00
Thomas Parnell
75531a6c13
[V1] [Hybrid] Support using float32 for state in Hybrid Models (Mamba2, Mamba1, Minimax) (#22928) 
Signed-off-by: Daniel Afrimi <danielafrimi8@gmail.com>
Signed-off-by: Thomas Parnell <tpa@zurich.ibm.com>
Signed-off-by: Chen Zhang <zhangch99@outlook.com>
Co-authored-by: Daniel Afrimi <danielafrimi8@gmail.com>
Co-authored-by: Burkhard Ringlein <ngl@zurich.ibm.com>
Co-authored-by: Chen Zhang <zhangch99@outlook.com>
 2025-08-15 12:57:06 +00:00
amirai21
fe91ce9591
[V1] - Split Prefill and Decode for Mamba1 models (#22653) 
Signed-off-by: amirk <amirk@ai21.com>
Signed-off-by: asafg <asafg@ai21.com>
Co-authored-by: asafg <asafg@ai21.com>
Co-authored-by: Asaf Joseph Gardin <39553475+Josephasafg@users.noreply.github.com>
 2025-08-15 08:59:52 +00:00
TJian
b2f6c247a9
Revert "[ROCm][AITER] Support AITER Rope ops in RotaryEmbedding Module." (#22956) 
Signed-off-by: vllmellm <vllm.ellm@embeddedllm.com>
Co-authored-by: vllmellm <vllm.ellm@embeddedllm.com>
 2025-08-15 06:39:19 +00:00
Asaf Joseph Gardin
3d232dbd19
[Mamba] - refactor: Renamed mamba_attn to mamba2_attn (#22818) 
Signed-off-by: asafg <asafg@ai21.com>
Co-authored-by: asafg <asafg@ai21.com>
 2025-08-15 06:38:05 +00:00
amirkl94
b4cef5e6c7
refactor: Change scaling factors calculation for flashinfer FusedMoE (#22812) 
Signed-off-by: Amir Klein <203507526+amirkl94@users.noreply.github.com>
Co-authored-by: Michael Goin <mgoin64@gmail.com>
 2025-08-15 06:19:31 +00:00
Simon Mo
f1f0d2fab8
Revert "[Kernel] Add cuda kernel for gpt_oss activation" (#22948) 2025-08-14 17:38:10 -07:00
Jee Jee Li
81f4b96481
[Kernel] Add cuda kernel for gpt_oss activation (#22538) 
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
 2025-08-14 17:21:29 -07:00
Dipika Sikka
4121de512e
[Quantization]: Support compressed-tensors mixed-precision model loading (#22468) 
Signed-off-by: Dipika Sikka <dipikasikka1@gmail.com>
 2025-08-14 17:32:09 -04:00
nvjullin
279a5f31b3
[Kernel] Add nvfp4 gemm flashinfer backends (#22346) 
Signed-off-by: Julien Lin <jullin@nvidia.com>
Signed-off-by: mgoin <mgoin64@gmail.com>
Co-authored-by: mgoin <mgoin64@gmail.com>
 2025-08-14 16:03:55 -04:00
Jinzhen Lin
33c63e9547
[Kernel] [Quantization] Add MXFP4 and bias support for marlin kernel (#22428) 
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 2025-08-14 11:23:22 -07:00
Chen Zhang
fceafaf582
[Bugfix][mamba] Fix type annotation of Mamba2Metadata (#22787) 
Signed-off-by: Chen Zhang <zhangch99@outlook.com>
 2025-08-13 06:07:09 -07:00
Chi Zhang
98deac3879
[FEATURE] support custom vllm tuned config path for fused moe triton kernels (#22791) 
Signed-off-by: Chi Zhang <zhangchi.usc1992@bytedance.com>
 2025-08-13 20:27:25 +08:00
wangxiyuan
0b1bdac6af
[Platform] Custom ops support for FusedMoe (#22509) 
Signed-off-by: wangxiyuan <wangxiyuan1007@gmail.com>
 2025-08-13 04:12:00 -07:00
Wentao Ye
77a6bf07ae
[Bug] Fix Unexpected Keyword Argument 'w1_bias' (#22757) 
Signed-off-by: yewentao256 <zhyanwentao@126.com>
 2025-08-12 21:31:47 -07:00
zifeitong
6534d2fc97
Fix torch version check for SM100 mxfp4 (#22535) 
Signed-off-by: Zifei Tong <zifeitong@gmail.com>
Signed-off-by: mgoin <mgoin64@gmail.com>
Co-authored-by: mgoin <mgoin64@gmail.com>
 2025-08-12 12:54:42 -07:00
Po-Han Huang (NVIDIA)
67c153b88a
Fix Llama4 FlashInfer FP4 MoE issues (#22511) 
Signed-off-by: Po-Han Huang <pohanh@nvidia.com>
 2025-08-12 05:50:59 -07:00
Yongye Zhu
007dd90859
[gpt-oss] Enable gpt-oss on ampere (#22714) 
Signed-off-by: Yongye Zhu <zyy1102000@gmail.com>
 2025-08-12 03:21:44 -07:00
RishiAstra
46ae7f6666
[Bugfix] Mamba2 SSD varlen bug fix initstates decay, improve test, assert chunk pwr 2 (#21783) 
Signed-off-by: Rishi Astra <40644327+RishiAstra@users.noreply.github.com>
 2025-08-12 02:04:37 -07:00
Jun-Howie
1ece7f30ba
Fix: AWQ Marlin get_quant_method does not recognize "modules_to_not_convert" (#21888) 
Signed-off-by: JunHowie <JunHowie@aliyun.com>
Co-authored-by: JunHowie <JunHowie@aliyun.com>
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 2025-08-12 02:03:53 -07:00
Chen Zhang
bbaf9e9cb1
[gpt-oss] Fix mxfp4 support (#22700) 
Signed-off-by: Chen Zhang <zhangch99@outlook.com>
 2025-08-11 21:22:26 -07:00
wang.yuqi
84cf78acee
[Model] Pooling models default to using chunked prefill & prefix caching if supported. (#20930) 
Signed-off-by: wang.yuqi <noooop@126.com>
 2025-08-11 09:41:37 -07:00
Wentao Ye
f7dcce7a4a
[Feature] Add VLLM_USE_DEEP_GEMM_E8M0 Env to Control E8M0 Scale (#21968) 
Signed-off-by: yewentao256 <zhyanwentao@126.com>
 2025-08-11 09:39:08 -07:00
vllmellm
9c97a1c349
[ROCm][AITER] Support AITER Rope ops in RotaryEmbedding Module. (#22521) 
Signed-off-by: vllmellm <vllm.ellm@embeddedllm.com>
 2025-08-10 22:52:34 -07:00
Zhewen Li
afa5b7ca0b
[Misc][gpt-oss] guard import when triton kernel when not up to date (#22584) 
Signed-off-by: zhewenli <zhewenli@meta.com>
 2025-08-10 21:29:35 -07:00
Isotr0py
b76753f0b5
[Bugfix][Kernel] Support partial rotary embedding for MRoPE triton kernel (#22593) 
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
 2025-08-10 09:00:36 -07:00
Isotr0py
7e8d685775
[Minor] Fix pre-commit error on main (#22579) 
Signed-off-by: Isotr0py <2037008807@qq.com>
 2025-08-10 00:08:23 -07:00
Jee Jee Li
0c5254b82a
[oss] Init gpt-oss bf16 support (#22508) 
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
 2025-08-09 20:19:13 -07:00
TJian
42172ad18f
[FEAT] [Performance] Add triton mrope to replace the torch code path (#22375) 
Signed-off-by: tjtanaa <tunjian.tan@embeddedllm.com>
 2025-08-09 11:50:03 -07:00
Kyuyeun Kim
9a0c5ded5a
[TPU] Add support for online w8a8 quantization (#22425) 
Signed-off-by: Kyuyeun Kim <kyuyeunk@google.com>
 2025-08-08 23:12:54 -07:00
Thomas Parnell
6ade99eafa
[V1] [Hybrid] Support Minimax-Text-01 in V1 (#22151) 
Signed-off-by: Thomas Parnell <tpa@zurich.ibm.com>
 2025-08-08 23:08:48 -07:00
Varun Sundar Rabindranath
f703b923f3
[Misc] DeepGEMM : Avoid JIT generation in the hot-path (#22215) 
Signed-off-by: Varun Sundar Rabindranath <vsundarr@redhat.com>
Co-authored-by: Varun Sundar Rabindranath <vsundarr@redhat.com>
 2025-08-08 16:09:59 -07:00
Yongye Zhu
f756a682d9 [gpt-oss] guard import when triton kernel is not installed (#22529) 
Signed-off-by: Yongye Zhu <zyy1102000@gmail.com>
Signed-off-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
Co-authored-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
 2025-08-08 11:18:33 -07:00
Yongye Zhu
e789cad6b8
[gpt-oss] triton kernel mxfp4 (#22421) 
Signed-off-by: <zyy1102000@gmail.com>
Signed-off-by: Yongye Zhu <zyy1102000@gmail.com>
 2025-08-08 08:24:07 -07:00
Po-Han Huang (NVIDIA)
af473f0a85
[bugfix] Fix Llama3/4 issues caused by FlashInfer 0.2.10 (#22426) 
Signed-off-by: Po-Han Huang <pohanh@nvidia.com>
 2025-08-07 20:25:01 -07:00
Shu Wang
b2c8ce57c6
Fix Flashinfer CUTLASS MOE Allgather (#21963) 
Signed-off-by: Shu Wang <shuw@nvidia.com>
 2025-08-07 19:18:25 -07:00
Shu Wang
a3b9c17b56
Support Tensorrt-LLM MoE fp4 for low-latency (#21331) 
Signed-off-by: Shu Wang <shuw@nvidia.com>
Signed-off-by: Po-Han Huang <pohanh@nvidia.com>
Signed-off-by: Shu Wang. <shuw@nvidia.com>
Signed-off-by: XIn Li <xinli@nvidia.com>
Co-authored-by: XIn Li <xinli@nvidia.com>
 2025-08-07 19:18:22 -07:00
Woosuk Kwon
136825de75
[Misc] Enhance code formatting in mxfp4.py (#22423) 
Signed-off-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
 2025-08-07 00:26:24 -07:00
JaceyShao
c2dba2dba8
Add H20-3e fused MoE kernel tuning configs for GLM-4.5 (#22433) 
Signed-off-by: shaojunqi <shaojunqi.sjq@alibaba-inc.com>
Co-authored-by: shaojunqi <shaojunqi.sjq@alibaba-inc.com>
 2025-08-07 00:24:47 -07:00
Ming Yang
82216dc21f
[Misc] Support routing logic simulation (#21990) 
Signed-off-by: Ming Yang <minos.future@gmail.com>
Co-authored-by: Tyler Michael Smith <tyler@neuralmagic.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
 2025-08-06 23:06:20 -07:00
WeiQing Chen
4be02a3776
[Bugfix] EPLB load statistics problem (#22167) 
Signed-off-by: ycyaw66 <497410282@qq.com>
Signed-off-by: David Chen <530634352@qq.com>
Co-authored-by: ycyaw66 <497410282@qq.com>
 2025-08-07 04:07:54 +00:00
Syed Muhammad Bin Asif
609b533cb6
[Bugfix] Add proper comparison for package versions (#22314) 
Signed-off-by: Syed Muhammad Bin Asif <syedmba7@connect.hku.hk>
 2025-08-06 20:31:03 -07:00
Wentao Ye
eec890c1c1
[Bug] Fix B200 DeepGEMM E8M0 Accuracy Issue (#22399) 
Signed-off-by: yewentao256 <zhyanwentao@126.com>
 2025-08-06 17:03:53 -07:00
Asaf Joseph Gardin
46a13949d5
[v1] - Mamba1 Attention Metadata (#21249) 
Signed-off-by: asafg <asafg@ai21.com>
Co-authored-by: asafg <asafg@ai21.com>
 2025-08-06 17:03:42 -07:00
Yongye Zhu
31f09c615f
[gpt-oss] flashinfer mxfp4 (#22339) 
Signed-off-by: simon-mo <xmo@berkeley.edu>
Signed-off-by: Yongye Zhu <zyy1102000@gmail.com>
Co-authored-by: simon-mo <xmo@berkeley.edu>
 2025-08-06 12:37:27 -07:00
Jee Jee Li
8e6c7e873f
[Bugfix] Fix MoE BNB version (#22260) 
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
 2025-08-05 19:56:22 -07:00
wang.yuqi
586f286789
[Model] Pooling model activation supports per request control by PoolingParams (#20538) 
Signed-off-by: wang.yuqi <noooop@126.com>
 2025-08-05 00:37:00 -07:00