Commits · cd719de5cb2d0a7c8e1c93fedd206ca8eaa8c517 · OpenDAS / vllm_cscc

30 Nov, 2025 3 commits
- [Bugfix] Fix mismatched nvfp4 gemm output shape (#29742) · 47539cfd
  Isotr0py authored Nov 30, 2025
```
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
```
  47539cfd
- [Quantization] Enable compressed-tensors AWQ for Turing GPU (#29732) · e1464c3a
  Isotr0py authored Nov 30, 2025
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Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
```
  e1464c3a
- [LoRA] Support FusedMoE LoRA Triton kernel for mxfp4 (#29708) · a491b091
  Xin Yang authored Nov 29, 2025
```
Signed-off-by: Xin Yang <xyangx@amazon.com>
Signed-off-by: Xin Yang <105740670+xyang16@users.noreply.github.com>
Co-authored-by: Jee Jee Li <pandaleefree@gmail.com>
```
  a491b091
29 Nov, 2025 2 commits

[Kernel][Quantization] add w4a8 support for marlin kernel (#24722) · 1656ad37

Jinzhen Lin authored Nov 29, 2025


Signed-off-by: Jinzhen Lin <jinzhen.ljz@antgroup.com>
Signed-off-by: Michael Goin <mgoin64@gmail.com>
Signed-off-by: Jinzhen Lin <linjinzhen@hotmail.com>
Co-authored-by: Michael Goin <mgoin64@gmail.com>
Co-authored-by: Michael Goin <mgoin@redhat.com>

1656ad37

[Doc]: fixing typos in various files. (#29717) · 04a797cd
Didier Durand authored Nov 29, 2025
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Signed-off-by: Didier Durand <durand.didier@gmail.com>
```
04a797cd

28 Nov, 2025 2 commits
- Revert "[LoRA] Support FusedMoE LoRA Triton kernel for mxfp4 (#28971)" (#29697) · 3fd1fb0b
  Huamin Li authored Nov 28, 2025
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Signed-off-by: Huamin Li <3ericli@gmail.com>
```
  3fd1fb0b
- [LoRA] Support FusedMoE LoRA Triton kernel for mxfp4 (#28971) · 745a3bae
  Xin Yang authored Nov 27, 2025
```
Signed-off-by: Xin Yang <xyangx@amazon.com>
Co-authored-by: Jee Jee Li <pandaleefree@gmail.com>
```
  745a3bae
27 Nov, 2025 2 commits
- [Attention] Update attention imports (#29540) · fc1d8be3
  Matthew Bonanni authored Nov 27, 2025
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Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
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  fc1d8be3
- [Bugfix] Make compressed-tensors MoEs respect ignored layers (#28878) · df01eda4
  HDCharles authored Nov 26, 2025
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Signed-off-by: HDCharles <charlesdavidhernandez@gmail.com>
```
  df01eda4
26 Nov, 2025 1 commit

[refactor] CTConfig methods to static/class methods (#28870) · e6031295

HDCharles authored Nov 26, 2025


Signed-off-by: HDCharles <charlesdavidhernandez@gmail.com>
Co-authored-by: Isotr0py <mozf@mail2.sysu.edu.cn>

e6031295

25 Nov, 2025 3 commits
- Change warning logs to debug for unimplemented MXFP4 Linear/Attention (#29441) · 7df02897
  Michael Goin authored Nov 25, 2025
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Signed-off-by: Michael Goin <mgoin64@gmail.com>
Co-authored-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com>
```
  7df02897
- [Kernel] Add NVFP4 MoE CUTLASS support for SM120 (#29242) · e5020986
  Michael Goin authored Nov 25, 2025
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Signed-off-by: mgoin <mgoin64@gmail.com>
Signed-off-by: Michael Goin <mgoin64@gmail.com>
```
  e5020986
- [Perf] Disable DeepGEMM MoE by default when TP=8 is used (#29346) · 6f1355a1
  Michael Goin authored Nov 24, 2025
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Signed-off-by: mgoin <mgoin64@gmail.com>
```
  6f1355a1
24 Nov, 2025 2 commits
- [Bugfix] Only use triton_kernels for MXFP4 on SM90 and SM100 (#29339) · c17610e2
  Michael Goin authored Nov 24, 2025
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Signed-off-by: mgoin <mgoin64@gmail.com>
```
  c17610e2
- [MoE][Refactor] Make select_experts a non-static method (#29067) · 8f066146
  bnellnm authored Nov 24, 2025
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Signed-off-by: Bill Nell <bnell@redhat.com>
```
  8f066146
23 Nov, 2025 1 commit

[Fix] Add SM check to flashinfer MOE backend (#29144) · 5f96c00c

jiahanc authored Nov 22, 2025


Signed-off-by: jiahanc <173873397+jiahanc@users.noreply.github.com>
Signed-off-by: mgoin <mgoin64@gmail.com>
Co-authored-by: mgoin <mgoin64@gmail.com>

5f96c00c

22 Nov, 2025 1 commit
- [Model][Qwen3VL] Tune Triton w8a8 block fp8 kernel for L40s (#29217) · d045e22d
  Lukas Geiger authored Nov 22, 2025
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Signed-off-by: Lukas Geiger <lukas.geiger94@gmail.com>
```
  d045e22d
21 Nov, 2025 4 commits

Add TRTLLM MoE NVFP4 kernel to CompressedTensorsW4A4MoeMethod (#28892) · b4c8fbaa

Mingyuan Ma authored Nov 21, 2025


Signed-off-by: mingyuanm <mingyuanm@nvidia.com>
Signed-off-by: mgoin <mgoin64@gmail.com>
Co-authored-by: mgoin <mgoin64@gmail.com>

b4c8fbaa

[Log] Optimize startup log (#28948) · a42ab317

Wentao Ye authored Nov 21, 2025


Signed-off-by: yewentao256 <zhyanwentao@126.com>
Signed-off-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com>
Co-authored-by: Nick Hill <nhill@redhat.com>

a42ab317

Upstream triton fp4 weight preshuffle (#28888) · b7f1f490

Aleksandr Malyshev authored Nov 21, 2025


Signed-off-by: Aleksandr Malyshev <maleksan@amd.com>
Co-authored-by: Aleksandr Malyshev <maleksan@amd.com>

b7f1f490

[ROCm] Fix for import when building with upstream triton for gfx1100 for gpt-oss serving (#29127) · 3f5f36da
Hongxia Yang authored Nov 20, 2025
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Signed-off-by: Hongxia Yang <hongxia.yang@amd.com>
```
3f5f36da

20 Nov, 2025 1 commit
- Consolidate Nvidia ModelOpt quant config handling for all quantization methods (#28076) · a8c53682
  Shengliang Xu authored Nov 19, 2025
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Signed-off-by: Shengliang Xu <shengliangx@nvidia.com>
```
  a8c53682
19 Nov, 2025 7 commits
- [Refactor] Optimize `select_experts` (#28069) · 5031cd5d
  Wentao Ye authored Nov 19, 2025
```
Signed-off-by: yewentao256 <zhyanwentao@126.com>
```
  5031cd5d
- [Feature] EPLB on Qwen3VLMoe and CompressedTensorsWNA16MoEMethod (#28849) · 8e38e998
  JartX authored Nov 20, 2025
  
  8e38e998
- [MoE] Nvfp4 Masked Gemm: Add flashinfer grouped_gemm_nt_masked (#25990) · 613abb50
  Shu Wang authored Nov 19, 2025
```
Signed-off-by: Shu Wang. <shuw@nvidia.com>
Signed-off-by: mgoin <mgoin64@gmail.com>
Co-authored-by: Michael Goin <mgoin64@gmail.com>
```
  613abb50
- [Feat][Perf] Enable deepep-low-latency with round-robin expert placement. (#28449) · da2f6800
  Chen Bruce authored Nov 19, 2025
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Signed-off-by: bruceszchen <bruceszchen@tencent.com>
Co-authored-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
```
  da2f6800
- [Bugfix] Fix FusedMoEModularKernel for triton backend (#28913) · 468a8d72
  Xin Yang authored Nov 18, 2025
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Signed-off-by: Xin Yang <xyangx@amazon.com>
```
  468a8d72
- [CPU] Refactor CPU WNA16 (#28826) · 20852c8f
  Li, Jiang authored Nov 19, 2025
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Signed-off-by: jiang1.li <jiang1.li@intel.com>
```
  20852c8f
- [Build] Add OpenAI triton_kernels (#28788) · 9912b8cc
  Varun Sundar Rabindranath authored Nov 18, 2025
```
Signed-off-by: Varun Sundar Rabindranath <vsundarr@redhat.com>
Co-authored-by: Varun Sundar Rabindranath <vsundarr@redhat.com>
```
  9912b8cc
18 Nov, 2025 2 commits

[Model] Add Gemma3 GGUF multimodal support (#27772) · c2612371

Luciano Martins authored Nov 18, 2025

Signed-off-by: Luciano Martins <lucianommartins@users.noreply.github.com>
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
Co-authored-by: Luciano Martins <lucianommartins@users.noreply.github.com>
Co-authored-by: Isotr0py <mozf@mail2.sysu.edu.cn>

c2612371

[ROCm][Quantization] add apply_vllm_mapper in quark config for models like gpt-oss (#28638) · d0a73620

xuebwang-amd authored Nov 18, 2025


Signed-off-by: xuebwang-amd <xuebwang@amd.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>

d0a73620

17 Nov, 2025 2 commits
- [Bugfix] Fix GPT-OSS on AMD after #28603 (#28816) · f8b19c0f
  Zhewen Li authored Nov 17, 2025
```
Signed-off-by: zhewenli <zhewenli@meta.com>
```
  f8b19c0f
- [Performance][Fix] update nvfp4 code to support renorm routing (#28569) · 561253b3
  jiahanc authored Nov 16, 2025
```
Signed-off-by: jiahanc <173873397+jiahanc@users.noreply.github.com>
Co-authored-by: Michael Goin <mgoin64@gmail.com>
```
  561253b3
16 Nov, 2025 1 commit
- Feature: Support Relu2 in FusedMoE fp8 cutlass path (#27261) · 03ee4811
  amirkl94 authored Nov 16, 2025
  
  03ee4811
14 Nov, 2025 4 commits
- [Bugfix] [ROCm] [AITER]: Fix aiter block quant not compatible with torch compile dynamo (#28716) · a425dc25
  TJian authored Nov 14, 2025
```
Signed-off-by: tjtanaa <tunjian.tan@embeddedllm.com>
```
  a425dc25
- [Kernels] Enable FlashInfer FP8 Blockscale on SM90 (for TEP DSR1) (#27134) · 3f8a8740
  Duncan Moss authored Nov 14, 2025
```
Signed-off-by: Duncan Moss <djm.moss@gmail.com>
Co-authored-by: Robert Shaw <114415538+robertgshaw2-redhat@users.noreply.github.com>
Co-authored-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com>
```
  3f8a8740
- [Misc] add ignore mapper for quark quantization (#28275) · 0b254989
  haoyangli-amd authored Nov 14, 2025
```
Signed-off-by: Haoyang Li <lihaoyang0109@gmail.com>
```
  0b254989
- [quantization][config] enable override existing quant_config (#28510) · 4d5943bd
  Hank_ authored Nov 14, 2025
```
Signed-off-by: Hank <hcc.mayday@gmail.com>
Co-authored-by: Michael Goin <mgoin64@gmail.com>
```
  4d5943bd
13 Nov, 2025 2 commits
- [XPU] add sym params to IPEXConfig (#28611) · c47b6c85
  zofia authored Nov 13, 2025
```
Signed-off-by: Zhu, Zufang <zufang.zhu@intel.com>
```
  c47b6c85
- [BugFix] Fix type error when assign a trition kernel tensor to a torch.nn.Parameter (#28603) · 5e973209
  Zijing Liu authored Nov 13, 2025
```
Signed-off-by: Zijing Liu <liuzijing2014@gmail.com>
```
  5e973209