Commits · 8fb85b7bb67408c725474c31fe2a8f980c250277 · OpenDAS / vllm_cscc

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

28 Aug, 2025 1 commit

[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

27 Aug, 2025 2 commits
- [Bugfix] Fix Marlin NVFP4 for modelopt (#23659) · f9ca2b40
  Michael Goin authored Aug 27, 2025
```
Signed-off-by: mgoin <mgoin64@gmail.com>
```
  f9ca2b40
- DP/EP Support for gpt-oss with deepep-ht comm kernel on SM100 (#23608) · 082cc07e
  Yongye Zhu authored Aug 27, 2025
  
  082cc07e
26 Aug, 2025 1 commit
- [Perf] Remove duplicated NVFP4 blockscales to save memory (#23379) · d52358c1
  Michael Goin authored Aug 26, 2025
```
Signed-off-by: mgoin <mgoin64@gmail.com>
```
  d52358c1
19 Aug, 2025 2 commits
- [NVIDIA] Add SM100 Flashinfer Cutlass MoE fp8 backend (#22357) · a38b8af4
  amirkl94 authored Aug 20, 2025
```
Signed-off-by: Amir Klein <203507526+amirkl94@users.noreply.github.com>
```
  a38b8af4
- [Bugfix] Fix accuracy issue when using flashinfer cutlass moe, TP=1 and modelopt. (#23125) · b94faf9d
  bnellnm authored Aug 19, 2025
```
Signed-off-by: Bill Nell <bnell@redhat.com>
Co-authored-by: Michael Goin <mgoin64@gmail.com>
```
  b94faf9d
15 Aug, 2025 2 commits

[Kernels] Clean up FusedMoeMethodBase and modular kernel setup. Remove extra... · 8ad7285e

bnellnm authored Aug 15, 2025


[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>

8ad7285e

refactor: Change scaling factors calculation for flashinfer FusedMoE (#22812) · b4cef5e6

amirkl94 authored Aug 15, 2025


Signed-off-by: Amir Klein <203507526+amirkl94@users.noreply.github.com>
Co-authored-by: Michael Goin <mgoin64@gmail.com>

b4cef5e6

14 Aug, 2025 2 commits

[Kernel] Add nvfp4 gemm flashinfer backends (#22346) · 279a5f31

nvjullin authored Aug 15, 2025


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

279a5f31

[Kernel] [Quantization] Add MXFP4 and bias support for marlin kernel (#22428) · 33c63e95

Jinzhen Lin authored Aug 15, 2025


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33c63e95

12 Aug, 2025 1 commit
- 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
08 Aug, 2025 1 commit

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

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
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
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
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

12 Jul, 2025 1 commit
- Enable ModelOpt Llama4 fp8 checkpoint deployment (#20419) · 4afe687a
  Zhiyu authored Jul 11, 2025
```
Signed-off-by: Zhiyu Cheng <zhiyuc@nvidia.com>
```
  4afe687a
11 Jul, 2025 1 commit
- [Perf][fp8] Use CustomOp abstraction for fp8 quant for better perf (#19830) · 31d5c179
  Luka Govedič authored Jul 11, 2025
```
Signed-off-by: Luka Govedic <lgovedic@redhat.com>
Co-authored-by: mgoin <mgoin64@gmail.com>
```
  31d5c179
09 Jul, 2025 1 commit
- Support Llama 4 for cutlass_moe_fp4 (#20453) · 31b96d1c
  Michael Goin authored Jul 10, 2025
```
Signed-off-by: mgoin <mgoin64@gmail.com>
```
  31b96d1c
04 Jul, 2025 1 commit
- Support Llama 4 for fused_marlin_moe (#20457) · 0e3fe896
  Michael Goin authored Jul 04, 2025
```
Signed-off-by: mgoin <mgoin64@gmail.com>
```
  0e3fe896
01 Jul, 2025 1 commit
- [Quant] [Bugfix] Fix quantization config matching with `hf_to_vllm_mapper` (#20046) · 9025a9a7
  Kyle Sayers authored Jul 01, 2025
  
  9025a9a7
26 Jun, 2025 1 commit
- [Feature] Expert Parallelism Load Balancer (EPLB) (#18343) · e9fd658a
  Bowen Wang authored Jun 26, 2025
```
Signed-off-by: Bowen Wang <abmfy@icloud.com>
```
  e9fd658a
03 Jun, 2025 1 commit
- [Misc] Add SPDX-FileCopyrightText (#19100) · 02f0c7b2
  Simon Mo authored Jun 03, 2025
```
Signed-off-by: simon-mo <simon.mo@hey.com>
```
  02f0c7b2
30 May, 2025 1 commit
- [Bugfix] Remove NVFP4 scales assertions to fix load_format=dummy (#18861) · 4d0a1541
  Michael Goin authored May 30, 2025
```
Signed-off-by: mgoin <mgoin64@gmail.com>
```
  4d0a1541
23 May, 2025 1 commit
- [Bugfix] Migrate to REGEX Library to prevent catastrophic backtracking (#18454) · 4fc1bf81
  Feng XiaoLong authored May 24, 2025
```
Signed-off-by: Crucifixion-Fxl <xmufxl@gmail.com>
Co-authored-by: Crucifixion-Fxl <xmufxl@gmail.com>
```
  4fc1bf81
20 May, 2025 1 commit
- [Minor] Rename quantization nvfp4 to modelopt_fp4 (#18356) · f4a8a374
  Michael Goin authored May 20, 2025
```
Signed-off-by: mgoin <mgoin64@gmail.com>
```
  f4a8a374
14 May, 2025 1 commit
- [Hardware/NVIDIA/Modelopt] Fix modelopt forward method for v1 torch.compile (#18101) · 65f0f74b
  Pavani Majety authored May 13, 2025
```
Signed-off-by: Pavani Majety <pmajety@nvidia.com>
```
  65f0f74b
13 May, 2025 1 commit
- Update deprecated type hinting in `model_executor/layers` (#18056) · 6223dd81
  Harry Mellor authored May 13, 2025
```
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
```
  6223dd81
11 May, 2025 1 commit
- [Kernel] fp4 marlin kernel (#17687) · d74e5f37
  Jinzhen Lin authored May 11, 2025
```
Signed-off-by: Jinzhen Lin <linjinzhen@hotmail.com>
```
  d74e5f37
09 May, 2025 1 commit
- [Hardware/NVIDIA/Kernel] Enable nvidia/DeepSeek-R1-FP4 Model (#16362) · 0c0fdae8
  Pavani Majety authored May 09, 2025
  
  0c0fdae8
30 Apr, 2025 1 commit
- Improve configs - `ModelConfig` (#17130) · 13698db6
  Harry Mellor authored Apr 30, 2025
```
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
```
  13698db6
12 Mar, 2025 1 commit
- [Kernel] Add ModelOpt FP4 Checkpoint Support (#12520) · debd6bbf
  Pavani Majety authored Mar 11, 2025
```
Signed-off-by: Pavani Majety <pmajety@nvidia.com>
```
  debd6bbf
07 Mar, 2025 1 commit
- [FP8] Refactor apply_fp8_linear and apply_fp8_linear_generic into an object (#14390) · e1744502
  Luka Govedič authored Mar 07, 2025
```
Signed-off-by: luka <luka@neuralmagic.com>
```
  e1744502
25 Feb, 2025 1 commit
- [Misc] set single whitespace between log sentences (#13771) · 51010a18
  cjackal authored Feb 25, 2025
```
Signed-off-by: cjackal <44624812+cjackal@users.noreply.github.com>
```
  51010a18
16 Feb, 2025 1 commit
- [Quant] Add `SupportsQuant` to phi3 and clip (#13104) · 12913d17
  Kyle Sayers authored Feb 15, 2025
  
  12913d17