Commits · 3053a22b330cd7170dce6f33f3a2043c64a99599 · OpenDAS / vllm_cscc

16 Sep, 2025 2 commits

fp8 kv cache support fix for torch.compile (#22758) · 3053a22b

Aleksandr Malyshev authored Sep 16, 2025

Signed-off-by: Aleksandr Malyshev <maleksan@amd.com>
Signed-off-by: Gregory Shtrasberg <Gregory.Shtrasberg@amd.com>
Co-authored-by: Aleksandr Malyshev <maleksan@amd.com>
Co-authored-by: Gregory Shtrasberg <Gregory.Shtrasberg@amd.com>
Co-authored-by: Gregory Shtrasberg <156009573+gshtras@users.noreply.github.com>

3053a22b

[ROCm][Bugfix] Fix the case where there's bias (#24895) · 2891603e
Gregory Shtrasberg authored Sep 15, 2025
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Signed-off-by: Gregory Shtrasberg <Gregory.Shtrasberg@amd.com>
```
2891603e

15 Sep, 2025 2 commits
- [Transform] Deterministic Hadacore Transforms (#24106) · a0b26701
  Kyle Sayers authored Sep 15, 2025
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Signed-off-by: Kyle Sayers <kylesayrs@gmail.com>
```
  a0b26701
- [Doc]: fix typos in various files (#24821) · 4979eb79
  Didier Durand authored Sep 15, 2025
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Signed-off-by: Didier Durand <durand.didier@gmail.com>
```
  4979eb79
14 Sep, 2025 1 commit

[Perf] Fix DeepGEMM Contiguous Layout Issue, 5.5% Throughput Improvement (#24783) · fc2dbcda

Wentao Ye authored Sep 14, 2025


Signed-off-by: yewentao256 <zhyanwentao@126.com>
Co-authored-by: Robert Shaw <114415538+robertgshaw2-redhat@users.noreply.github.com>

fc2dbcda

12 Sep, 2025 2 commits
- [Attention][FlashInfer] Enable FP8 FlashInfer (TRTLLM) MLA decode (#24705) · 7ba32aa6
  Matthew Bonanni authored Sep 12, 2025
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Signed-off-by: Matthew Bonanni <mbonanni001@gmail.com>
```
  7ba32aa6
- [Docs] Fix warnings in mkdocs build (continued) (#24740) · 41f17bf2
  Hyogeun Oh (오효근) authored Sep 12, 2025
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Signed-off-by: Zerohertz <ohg3417@gmail.com>
```
  41f17bf2
11 Sep, 2025 5 commits

[Bug] Fix Layer `weight_block_size` Assertion Issue (#24674) · fcba05c4
Wentao Ye authored Sep 11, 2025
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Signed-off-by: yewentao256 <zhyanwentao@126.com>
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fcba05c4

[Perf] Use upstream CUTLASS for SM90 Block FP8 kernel (#23280) · c3aea10d

Michael Goin authored Sep 11, 2025


Signed-off-by: mgoin <mgoin64@gmail.com>
Co-authored-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com>

c3aea10d

[Kernel][B200] `mxfp4` fused cutlass moe (#23696) · 074854b2

Duncan Moss authored Sep 11, 2025


Signed-off-by: Duncan Moss <djm.moss@gmail.com>
Signed-off-by: Michael Goin <mgoin64@gmail.com>
Signed-off-by: mgoin <mgoin64@gmail.com>
Co-authored-by: Robert Shaw <114415538+robertgshaw2-redhat@users.noreply.github.com>
Co-authored-by: Michael Goin <mgoin64@gmail.com>

074854b2

[Doc] Remove Useless Comments (#24687) · a892b259
Wentao Ye authored Sep 11, 2025
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Signed-off-by: yewentao256 <zhyanwentao@126.com>
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a892b259
[torchao] Support quantization configs using module swap (#21982) · 2048c4e3
Jerry Zhang authored Sep 10, 2025
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Signed-off-by: Jerry Zhang <jerryzh168@gmail.com>
```
2048c4e3

10 Sep, 2025 5 commits

[torch.compile][ROCm][V1] Enable attention output FP8 fusion for V1 attention backends (#19767) · 9a161307

Gregory Shtrasberg authored Sep 10, 2025


Signed-off-by: Gregory Shtrasberg <Gregory.Shtrasberg@amd.com>
Signed-off-by: Luka Govedič <lgovedic@redhat.com>
Co-authored-by: Luka Govedič <lgovedic@redhat.com>
Co-authored-by: Luka Govedič <ProExpertProg@users.noreply.github.com>

9a161307

[Bugfix] fix modelopt exclude_modules name mapping (#24178) · 08abfa78

tomeras91 authored Sep 10, 2025


Signed-off-by: Tomer Asida <57313761+tomeras91@users.noreply.github.com>
Co-authored-by: Cyrus Leung <tlleungac@connect.ust.hk>

08abfa78

[Docs] Fix warnings in `mkdocs build` (continued) (#24092) · ccee371e

Hyogeun Oh (오효근) authored Sep 10, 2025

Signed-off-by: Zerohertz <ohg3417@gmail.com>
Co-authored-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Co-authored-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com>

ccee371e

Fix Auto_Round Quatization Loading on SM75 and Lower GPUs (#24217) · c0bd6a68

RoadToNowhereX authored Sep 10, 2025


Signed-off-by: RoadToNowhereX <37441177+RoadToNowhereX@users.noreply.github.com>
Co-authored-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com>

c0bd6a68

[gpt-oss] Cache permute indices for faster MXFP4 MoE layer loading (#24154) · 0efdb5c3
Wei authored Sep 09, 2025
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Signed-off-by: Wei Wei <wwei6@meta.com>
```
0efdb5c3

08 Sep, 2025 1 commit
- [Doc]: fix typos in Python comments (#24417) · f4962a6d
  Didier Durand authored Sep 08, 2025
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Signed-off-by: Didier Durand <durand.didier@gmail.com>
```
  f4962a6d
06 Sep, 2025 3 commits
- [V0 deprecation] Deprecate V0 Neuron backend (#21159) · 4172235a
  Woosuk Kwon authored Sep 06, 2025
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Signed-off-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
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  4172235a
- [Bugfix] Fix broken deepseek fp8 TP weights loading (#24367) · 00a4e56d
  Isotr0py authored Sep 07, 2025
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Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
```
  00a4e56d
- [Doc]: fix typos in Python comments (#24294) · 35bf1938
  Didier Durand authored Sep 06, 2025
```
Signed-off-by: Didier Durand <durand.didier@gmail.com>
Co-authored-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com>
```
  35bf1938
04 Sep, 2025 2 commits

[Doc]: fix typos in Python comments (#24173) · 83609ca9

Didier Durand authored Sep 04, 2025


Signed-off-by: Didier Durand <durand.didier@gmail.com>
Co-authored-by: Russell Bryant <rbryant@redhat.com>
Co-authored-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com>

83609ca9

[Misc] Removed force_fp8_e4m3fnuz from FP8LinearOp (#23725) · 37241077

nvjullin authored Sep 04, 2025

Signed-off-by: Julien Lin <jullin@nvidia.com>
Signed-off-by: Luka Govedič <ProExpertProg@users.noreply.github.com>
Co-authored-by: Luka Govedič <ProExpertProg@users.noreply.github.com>

37241077

03 Sep, 2025 4 commits
- [Kernels] Overlap shared experts with send/recv (#23273) · e9b92dcd
  bnellnm authored Sep 03, 2025
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Signed-off-by: Bill Nell <bnell@redhat.com>
```
  e9b92dcd
- [Doc]: fix typos in Python comments (#24115) · 02d411fd
  Didier Durand authored Sep 03, 2025
```
Signed-off-by: Didier Durand <durand.didier@gmail.com>
```
  02d411fd
- [Doc]: fix typos in Python comments (#24093) · d7e1e599
  Didier Durand authored Sep 03, 2025
```
Signed-off-by: Didier Durand <durand.didier@gmail.com>
```
  d7e1e599
- fix some typos (#24071) · 1bd007f2
  co63oc authored Sep 03, 2025
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Signed-off-by: co63oc <co63oc@users.noreply.github.com>
```
  1bd007f2
02 Sep, 2025 3 commits
- [Bugfix] Fix transform_config parsing in Compressed Tensors (#23945) · 1c413105
  Kyle Sayers authored Sep 02, 2025
```
Signed-off-by: Kyle Sayers <kylesayrs@gmail.com>
```
  1c413105
- [XPU][Feature] fp8 online quantization support for XPU (#23148) · 7be0cb8e
  Yan Ma authored Sep 02, 2025
```
Signed-off-by: Yan Ma <yan.ma@intel.com>
Co-authored-by: Qiming Zhang <qiming1.zhang@intel.com>
```
  7be0cb8e
- [Doc]: fix typos in Python comments (#24042) · 0235103c
  Didier Durand authored Sep 02, 2025
```
Signed-off-by: Didier Durand <durand.didier@gmail.com>
Co-authored-by: Jee Jee Li <pandaleefree@gmail.com>
```
  0235103c
01 Sep, 2025 2 commits

Jun-Howie authored Sep 01, 2025


Signed-off-by: JunHowie <JunHowie@aliyun.com>
Co-authored-by: JunHowie <JunHowie@aliyun.com>
Co-authored-by: Isotr0py <mozf@mail2.sysu.edu.cn>

acc1a6e1

[BUGFIX] GPTQ quantization compatibility for Qwen3 MOE models (AutoGPTQ and... · 183a7096

JartX authored Sep 01, 2025


[BUGFIX] GPTQ quantization compatibility for Qwen3 MOE models (AutoGPTQ and AutoRound-GPTQ) (#23994)
Signed-off-by: JartX <sagformas@epdcenter.es>
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
Co-authored-by: Isotr0py <mozf@mail2.sysu.edu.cn>

183a7096

30 Aug, 2025 1 commit

Add routed_scaling_factor to MoE grouped topk (#23123) · 8fb85b7b

Xin Yang authored Aug 29, 2025


Signed-off-by: Xin Yang <xyangx@amazon.com>
Co-authored-by: Michael Goin <mgoin64@gmail.com>
Co-authored-by: Cyrus Leung <tlleungac@connect.ust.hk>

8fb85b7b

29 Aug, 2025 1 commit
- Tuned H100/H200 triton fp8 block configs for fused_qkv_a_proj (#23939) · b7adf94c
  Michael Goin authored Aug 29, 2025
```
Signed-off-by: mgoin <mgoin64@gmail.com>
```
  b7adf94c
28 Aug, 2025 6 commits
- [NVIDIA] Support SiluMul + NVFP4 quant fusion (#23671) · 16a45b3a
  elvischenv authored Aug 29, 2025
```
Signed-off-by: jindih <jindih@nvidia.com>
Signed-off-by: elvischenv <219235043+elvischenv@users.noreply.github.com>
Co-authored-by: jindih <jindih@nvidia.com>
Co-authored-by: Michael Goin <mgoin64@gmail.com>
Co-authored-by: Luka Govedic <lgovedic@redhat.com>
```
  16a45b3a
- [Model][gpt-oss] Support DP+EP for GPT-OSS with FlashInfer trtllm-gen MoE (#23819) · 95089607
  Po-Han Huang (NVIDIA) authored Aug 28, 2025
```
Signed-off-by: Po-Han Huang <pohanh@nvidia.com>
```
  95089607
- [Doc]: fix typos in Python scripts (#23828) · d3da2eea
  Didier Durand authored Aug 28, 2025
```
Signed-off-by: Didier Durand <durand.didier@gmail.com>
```
  d3da2eea
- [FIXBUG] Add return_success parameter to moe_wna16_weight_loader function (#22797) · 3462c1c5
  JartX authored Aug 28, 2025
```
Signed-off-by: JartX <sagformas@epdcenter.es>
Co-authored-by: Michael Goin <mgoin64@gmail.com>
```
  3462c1c5
- [Transform] [Quantization] Add transforms to compressed tensors (#22486) · 22feac8e
  Kyle Sayers authored Aug 28, 2025
  
  22feac8e
- [Perf] Tune configs for triton block fp8 gemm H100/H200 (#23748) · a781e84e
  Michael Goin authored Aug 27, 2025
```
Signed-off-by: mgoin <mgoin64@gmail.com>
```
  a781e84e