Commits · ab9f2cfd1942f7ddfee658ce86ea96b4789862af · OpenDAS / vllm_cscc

12 Aug, 2025 4 commits
- Fix Llama4 FlashInfer FP4 MoE issues (#22511) · 67c153b8
  Po-Han Huang (NVIDIA) authored Aug 12, 2025
```
Signed-off-by: Po-Han Huang <pohanh@nvidia.com>
```
  67c153b8
- [gpt-oss] Enable gpt-oss on ampere (#22714) · 007dd908
  Yongye Zhu authored Aug 12, 2025
```
Signed-off-by: Yongye Zhu <zyy1102000@gmail.com>
```
  007dd908
- Fix: AWQ Marlin get_quant_method does not recognize "modules_to_not_convert" (#21888) · 1ece7f30
  Jun-Howie authored Aug 12, 2025
```
Signed-off-by: JunHowie <JunHowie@aliyun.com>
Co-authored-by: JunHowie <JunHowie@aliyun.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
```
  1ece7f30
- [gpt-oss] Fix mxfp4 support (#22700) · bbaf9e9c
  Chen Zhang authored Aug 11, 2025
```
Signed-off-by: Chen Zhang <zhangch99@outlook.com>
```
  bbaf9e9c
11 Aug, 2025 1 commit
- [Feature] Add `VLLM_USE_DEEP_GEMM_E8M0` Env to Control E8M0 Scale (#21968) · f7dcce7a
  Wentao Ye authored Aug 11, 2025
```
Signed-off-by: yewentao256 <zhyanwentao@126.com>
```
  f7dcce7a
09 Aug, 2025 1 commit
- [TPU] Add support for online w8a8 quantization (#22425) · 9a0c5ded
  Kyuyeun Kim authored Aug 08, 2025
```
Signed-off-by: Kyuyeun Kim <kyuyeunk@google.com>
```
  9a0c5ded
08 Aug, 2025 3 commits

[gpt-oss] triton kernel mxfp4 (#22421) · e789cad6

Yongye Zhu authored Aug 08, 2025



Signed-off-by: <zyy1102000@gmail.com>
Signed-off-by: Yongye Zhu <zyy1102000@gmail.com>

e789cad6

[bugfix] Fix Llama3/4 issues caused by FlashInfer 0.2.10 (#22426) · af473f0a
Po-Han Huang (NVIDIA) authored Aug 08, 2025
```
Signed-off-by: Po-Han Huang <pohanh@nvidia.com>
```
af473f0a

Support Tensorrt-LLM MoE fp4 for low-latency (#21331) · a3b9c17b

Shu Wang authored Aug 07, 2025


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>

a3b9c17b

07 Aug, 2025 3 commits
- [Misc] Enhance code formatting in mxfp4.py (#22423) · 136825de
  Woosuk Kwon authored Aug 07, 2025
```
Signed-off-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
```
  136825de
- [Bugfix] Add proper comparison for package versions (#22314) · 609b533c
  Syed Muhammad Bin Asif authored Aug 07, 2025
```
Signed-off-by: Syed Muhammad Bin Asif <syedmba7@connect.hku.hk>
```
  609b533c
- [Bug] Fix B200 DeepGEMM E8M0 Accuracy Issue (#22399) · eec890c1
  Wentao Ye authored Aug 06, 2025
```
Signed-off-by: yewentao256 <zhyanwentao@126.com>
```
  eec890c1
06 Aug, 2025 2 commits

[gpt-oss] flashinfer mxfp4 (#22339) · 31f09c61

Yongye Zhu authored Aug 06, 2025


Signed-off-by: simon-mo <xmo@berkeley.edu>
Signed-off-by: Yongye Zhu <zyy1102000@gmail.com>
Co-authored-by: simon-mo <xmo@berkeley.edu>

31f09c61

[Bugfix] Fix MoE BNB version (#22260) · 8e6c7e87
Jee Jee Li authored Aug 06, 2025
```
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
```
8e6c7e87

02 Aug, 2025 1 commit
- feat: Add Support GPTQ Quantization MOE on ROCM vllm serve (#21733) · 3654847d
  JartX authored Aug 02, 2025
  
  3654847d
31 Jul, 2025 2 commits
- [Feature] Add Flashinfer MoE Support for Compressed Tensor NVFP4 (#21639) · c3e0e933
  Wentao Ye authored Jul 31, 2025
```
Signed-off-by: yewentao256 <zhyanwentao@126.com>
```
  c3e0e933
- [NVIDIA] Add SM100 Flashinfer MoE per tensor scale fp8 backend (#21458) · 207b750e
  amirkl94 authored Jul 31, 2025
```
Signed-off-by: Amir Klein <203507526+amirkl94@users.noreply.github.com>
Signed-off-by: mgoin <mgoin64@gmail.com>
Co-authored-by: mgoin <mgoin64@gmail.com>
```
  207b750e
30 Jul, 2025 1 commit
- [NVIDIA] Fix Llama4 Scout FP4 functionality issues (#21499) · ff08e519
  Po-Han Huang (NVIDIA) authored Jul 30, 2025
```
Signed-off-by: Po-Han Huang <pohanh@nvidia.com>
```
  ff08e519
29 Jul, 2025 2 commits
- [Bugfix]fix mixed bits and visual language model quantization in AutoRound (#21802) · ad341c51
  Wenhua Cheng authored Jul 29, 2025
```
Signed-off-by: Wenhua Cheng <wenhua.cheng@intel.com>
```
  ad341c51
- [Refactor] Merge Compressed Tensor FP8 `CompressedTensorsW8A8Fp8MoEMethod` and... · 48b763d6
  Wentao Ye authored Jul 28, 2025
```
[Refactor] Merge Compressed Tensor FP8 `CompressedTensorsW8A8Fp8MoEMethod` and `CompressedTensorsW8A8Fp8MoECutlassMethod` (#21775)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
```
  48b763d6
28 Jul, 2025 2 commits
- [Feat]: Add support for Dynamic Quant 4 bit CPU kleidiai kernels (#17112) · 89ac266b
  Nikhil Gupta authored Jul 28, 2025
```
Signed-off-by: Nikhil Gupta <nikhil.gupta2@arm.com>
Co-authored-by: mgoin <mgoin64@gmail.com>
```
  89ac266b
- [FEAT] [ROCm] [AITER]: Add AITER HIP block quant kernel (#21242) · e626d286
  TJian authored Jul 27, 2025
  
  e626d286
27 Jul, 2025 1 commit
- [Refactor] Refactor MOE NVFP4 Code Base: ModelOpt + Compressed Tensor (#21631) · bda9d053
  Wentao Ye authored Jul 27, 2025
```
Signed-off-by: yewentao256 <zhyanwentao@126.com>
```
  bda9d053
26 Jul, 2025 2 commits
- [Feature] Add support for MoE models in the calibration-free RTN-based quantization (#20766) · 7ae75fa6
  Alex Kogan authored Jul 25, 2025
```
Signed-off-by: Alex Kogan <alex.kogan@oracle.com>
```
  7ae75fa6
- [Perf] Cuda Kernel for Int8 Per Token Group Quant (#21476) · 75d29cf4
  Wentao Ye authored Jul 25, 2025
```
Signed-off-by: yewentao256 <zhyanwentao@126.com>
```
  75d29cf4
25 Jul, 2025 1 commit
- [Bug] Fix DeepGemm Init Error (#21554) · 633f6e80
  Wentao Ye authored Jul 24, 2025
```
Signed-off-by: yewentao256 <zhyanwentao@126.com>
```
  633f6e80
24 Jul, 2025 1 commit
- Update flashinfer CUTLASS MoE Kernel (#21408) · 1b25f1fe
  Shu Wang authored Jul 24, 2025
```
Signed-off-by: Shu Wang. <shuw@nvidia.com>
```
  1b25f1fe
22 Jul, 2025 4 commits
- [Perf] Cuda Kernel for Per Token Group Quant (#21083) · 774d0c01
  Wentao Ye authored Jul 22, 2025
```
Signed-off-by: yewentao256 <zhyanwentao@126.com>
```
  774d0c01
- [feat]: add SM100 support for cutlass FP8 groupGEMM (#20447) · 2c8db17c
  Duncan Moss authored Jul 22, 2025
```
Signed-off-by: Duncan Moss <djm.moss@gmail.com>
Signed-off-by: jiahanc <173873397+jiahanc@users.noreply.github.com>
Co-authored-by: jiahanc <173873397+jiahanc@users.noreply.github.com>
Co-authored-by: mgoin <mgoin64@gmail.com>
```
  2c8db17c
- [perf] Add fused MLA QKV + strided layernorm (#21116) · 4fb56914
  Mickaël Seznec authored Jul 22, 2025
```
Signed-off-by: Mickael Seznec <mickael@mistral.ai>
Co-authored-by: mgoin <mgoin64@gmail.com>
```
  4fb56914
- Revert "[Performance] Performance improvements in non-blockwise fp8 CUTLASS MoE (#20762) (#21334) · e7b20426
  Ming Yang authored Jul 21, 2025
```
Signed-off-by: Ming Yang <minos.future@gmail.com>
```
  e7b20426
21 Jul, 2025 1 commit
- Add Nvidia ModelOpt config adaptation (#19815) · 6b46c4b6
  Zhiyu authored Jul 21, 2025
```
Signed-off-by: Zhiyu Cheng <zhiyuc@nvidia.com>
```
  6b46c4b6
19 Jul, 2025 1 commit

[NVIDIA] Add SM100 Flashinfer MoE blockscale fp8 backend for low latency (#20645) · 6d0734c5

Kaixi Hou authored Jul 19, 2025


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

6d0734c5

18 Jul, 2025 1 commit

[Core] FlashInfer CUTLASS fused MoE backend (NVFP4) (#20037) · c7d8724e

Shu Wang authored Jul 17, 2025


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

c7d8724e

17 Jul, 2025 2 commits
- [Performance] Performance improvements in non-blockwise fp8 CUTLASS MoE (#20762) · 9fb2d220
  ElizaWszola authored Jul 17, 2025
```
Signed-off-by: ElizaWszola <ewszola@redhat.com>
```
  9fb2d220
- [Bugfix] Fix Machete zero point issue for GPTQ models on SM90 (#21066) · 28a6d542
  Michael Goin authored Jul 16, 2025
```
Signed-off-by: mgoin <mgoin64@gmail.com>
```
  28a6d542
16 Jul, 2025 3 commits

Support FP8 Quantization and Inference Run on Intel Gaudi (HPU) using INC... · 01513a33

Nir David authored Jul 16, 2025


Support FP8 Quantization and Inference Run on Intel Gaudi (HPU) using INC (Intel Neural Compressor) (#12010)
Signed-off-by: Nir David <ndavid@habana.ai>
Signed-off-by: Uri Livne <ulivne@habana.ai>
Co-authored-by: Uri Livne <ulivne@habana.ai>

01513a33

[Doc] Remove duplicate docstring (#21012) · 76ddeff2
Wentao Ye authored Jul 15, 2025
```
Signed-off-by: yewentao256 <zhyanwentao@126.com>
```
76ddeff2
[Bugfix] Correct per_act_token in CompressedTensorsW8A8Fp8MoECutlassM… (#20937) · fcb9f879
Ming Yang authored Jul 15, 2025
```
Signed-off-by: Ming Yang <minos.future@gmail.com>
```
fcb9f879

15 Jul, 2025 1 commit
- Enabled BnB NF4 inference on Gaudi (#20172) · 016b8d1b
  Ruheena Suhani Shaik authored Jul 15, 2025
```
Signed-off-by: Ruheena Suhani Shaik <rsshaik@habana.ai>
```
  016b8d1b