Commits · 504d91431499e302bbd5a3d8a1432cd427ec8d5d · OpenDAS / vllm_cscc

25 Aug, 2025 1 commit
- [Perf] Add Triton config for DeepSeek V3 FP8 EP32 H200 (#23504) · 504d9143
  Ming Yang authored Aug 24, 2025
```
Signed-off-by: Ming Yang <minos.future@gmail.com>
```
  504d9143
24 Aug, 2025 1 commit
- [kernel] Support W4A8 on Hopper (#23198) · e76e2335
  czhu-cohere authored Aug 24, 2025
```
Signed-off-by: czhu-cohere <conway.zhu@cohere.com>
```
  e76e2335
22 Aug, 2025 1 commit

[NVIDIA][torch.compile] Support Flashinfer TRTLLM FP8-q/kv NVFP4-out Attention Kernel (#22703) · 24d0c9e6

elvischenv authored Aug 23, 2025


Signed-off-by: elvischenv <219235043+elvischenv@users.noreply.github.com>
Co-authored-by: Luka Govedič <ProExpertProg@users.noreply.github.com>

24d0c9e6

21 Aug, 2025 2 commits
- [Perf] Small optimizations for silu_mul_fp8_quant_deep_gemm (#23265) · 3bbe11cc
  Michael Goin authored Aug 21, 2025
```
Signed-off-by: mgoin <mgoin64@gmail.com>
```
  3bbe11cc
- [Core] Always use tensor cores for Flashinfer Decode Wrapper (#23214) · 1d353b63
  Pavani Majety authored Aug 21, 2025
```
Signed-off-by: Pavani Majety <pmajety@nvidia.com>
```
  1d353b63
20 Aug, 2025 2 commits
- [Kernel/Quant] Remove the original marlin format and qqq (#23204) · 0cdbf5e6
  Michael Goin authored Aug 20, 2025
```
Signed-off-by: mgoin <mgoin64@gmail.com>
```
  0cdbf5e6
- [Kernel] CUTLASS MoE FP8: Integrate cuda moe permute/unpermute (#23045) · b17109be
  shixianc authored Aug 20, 2025
```
Signed-off-by: Shixian Cui <shixian@amazon.com>
```
  b17109be
19 Aug, 2025 2 commits

[Bugfix] Fix benchmark_moe.py (#23177) · 4d9c6199
Jee Jee Li authored Aug 19, 2025
```
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
```
4d9c6199

[NVIDIA] Support Flashinfer TRTLLM FP8-q/kv/out Attention Kernel (#21716) · 03752dba

elvischenv authored Aug 19, 2025

Signed-off-by: elvischenv <219235043+elvischenv@users.noreply.github.com>
Co-authored-by: Michael Goin <mgoin64@gmail.com>
Co-authored-by: Luka Govedič <ProExpertProg@users.noreply.github.com>

03752dba

16 Aug, 2025 2 commits
- [Kernel/Quant] Remove AQLM (#22943) · 4fc722ec
  Michael Goin authored Aug 16, 2025
```
Signed-off-by: mgoin <mgoin64@gmail.com>
Co-authored-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com>
```
  4fc722ec
- [Misc] Add --save-dir option to benchmark_moe (#23020) · 6d3da472
  Jee Jee Li authored Aug 16, 2025
```
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
```
  6d3da472
14 Aug, 2025 1 commit

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

Jinzhen Lin authored Aug 15, 2025


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33c63e95

11 Aug, 2025 1 commit
- [Misc] benchmark_moe supports expert parallel (#22251) · 384a0529
  Jee Jee Li authored Aug 11, 2025
```
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
```
  384a0529
09 Aug, 2025 1 commit
- [FEAT] [Performance] Add triton mrope to replace the torch code path (#22375) · 42172ad1
  TJian authored Aug 09, 2025
```
Signed-off-by: tjtanaa <tunjian.tan@embeddedllm.com>
```
  42172ad1
07 Aug, 2025 1 commit
- [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
05 Aug, 2025 1 commit
- [NVIDIA] Support Flashinfer TRT-LLM Prefill Attention Kernel (#22095) · 83156c7b
  elvischenv authored Aug 05, 2025
```
Signed-off-by: elvischenv <219235043+elvischenv@users.noreply.github.com>
```
  83156c7b
01 Aug, 2025 3 commits
- [Perf] Optimize `reshape_and_cache_flash` CUDA Kernel (#22036) · eefbf4a6
  Wentao Ye authored Aug 01, 2025
```
Signed-off-by: yewentao256 <zhyanwentao@126.com>
```
  eefbf4a6
- [Misc] Minor enhancement of benchmark_moe (#22068) · 8d705996
  Jee Jee Li authored Aug 02, 2025
```
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
```
  8d705996
- [Refactor] Remove Duplicate `per_block_cast_to_fp8`, Remove Dependencies of DeepGEMM (#21787) · 37006420
  Wentao Ye authored Jul 31, 2025
```
Signed-off-by: yewentao256 <zhyanwentao@126.com>
```
  37006420
30 Jul, 2025 2 commits
- [Test] Add Benchmark and Unit Test for `per_token_group_quant` (#21860) · 0271c2ff
  Wentao Ye authored Jul 30, 2025
```
Signed-off-by: yewentao256 <zhyanwentao@126.com>
```
  0271c2ff
- [Docs] Switch to better markdown linting pre-commit hook (#21851) · ba5c5e54
  Harry Mellor authored Jul 30, 2025
```
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
```
  ba5c5e54
29 Jul, 2025 1 commit
- [Bugfix] Fix workspace buffer None issue for Flashinfer TRTLLM Backend (#21525) · 58b11b24
  elvischenv authored Jul 29, 2025
```
Signed-off-by: elvischenv <219235043+elvischenv@users.noreply.github.com>
```
  58b11b24
27 Jul, 2025 1 commit
- Fix CUDA permute/unpermute for use with DeepGemm Moe (#17934) · 57c22e57
  Caleb_Du authored Jul 27, 2025
```
Signed-off-by: Caleb_Du <Caleb_Du@zju.edu.cn>
```
  57c22e57
26 Jul, 2025 1 commit
- [Refactor] Remove `moe_align_block_size_triton` (#21335) · 56e544f2
  Wentao Ye authored Jul 26, 2025
```
Signed-off-by: yewentao256 <zhyanwentao@126.com>
```
  56e544f2
22 Jul, 2025 1 commit
- 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
- [perf] Speed up align sum kernels (#21079) · 0ec82edd
  Himanshu Jaju authored Jul 21, 2025
```
Signed-off-by: Himanshu Jaju <hj@mistral.ai>
```
  0ec82edd
19 Jul, 2025 1 commit

GLM-4 Update (#20736) · 10eb24cc

Yuxuan Zhang authored Jul 20, 2025


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Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
Signed-off-by: Lu Fang <fanglu@fb.com>
Co-authored-by: Isotr0py <mozf@mail2.sysu.edu.cn>
Co-authored-by: Lu Fang <fanglu@fb.com>

10eb24cc

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
- [Model] Add ToolParser and MoE Config for Hunyuan A13B (#20820) · 5a7fb3ab
  Asher authored Jul 17, 2025
```
Signed-off-by: Asher Zhang <asherszhang@tencent.com>
```
  5a7fb3ab
11 Jul, 2025 3 commits
- [Core] Add Flashinfer TRTLLM Backend for Flashinfer decode path (SM100). (#19825) · 7bd4c37a
  Pavani Majety authored Jul 11, 2025
```
Signed-off-by: Pavani Majety <pmajety@nvidia.com>
Signed-off-by: mgoin <mgoin64@gmail.com>
Co-authored-by: shuw <shuw@nvidia.com>
Co-authored-by: mgoin <mgoin64@gmail.com>
```
  7bd4c37a
- [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
- [Feature] Integrate SM100 DeepGEMM support (#20087) · e2de455c
  Wentao Ye authored Jul 10, 2025
  
  e2de455c
09 Jul, 2025 1 commit
- [Bench] Add NVFP4 GEMM benchmark script (#20578) · 0bbac1c1
  Michael Goin authored Jul 10, 2025
```
Signed-off-by: mgoin <mgoin64@gmail.com>
```
  0bbac1c1
06 Jul, 2025 1 commit

[Benchmark] Add support for multiple batch size benchmark through CLI in... · cede942b

Brayden Zhong authored Jul 06, 2025


[Benchmark] Add support for multiple batch size benchmark through CLI in `benchmark_moe.py` (#20516)
Signed-off-by: Brayden Zhong <b8zhong@uwaterloo.ca>

cede942b

04 Jul, 2025 1 commit
- [Misc] Add SPDX-FileCopyrightText (#20428) · 1caca5a5
  Jee Jee Li authored Jul 04, 2025
```
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
```
  1caca5a5
02 Jul, 2025 1 commit

[Kernels] MoE refactor (#19636) · c1909e7e

bnellnm authored Jul 02, 2025


Signed-off-by: Bill Nell <bnell@redhat.com>
Signed-off-by: ElizaWszola <ewszola@redhat.com>
Co-authored-by: ElizaWszola <ewszola@redhat.com>

c1909e7e

01 Jul, 2025 1 commit
- Enable ZP Support for Machete (#20268) · 9909726d
  czhu-cohere authored Jul 01, 2025
```
Signed-off-by: czhu-cohere <conway.zhu@cohere.com>
```
  9909726d
25 Jun, 2025 1 commit
- Revert "[Feature] Integrate new deepgemm (#19820)" (#20049) · a6c4b87f
  Wentao Ye authored Jun 24, 2025
```
Signed-off-by: yewentao256 <zhyanwentao@126.com>
```
  a6c4b87f
24 Jun, 2025 1 commit
- [Feature] Integrate new deepgemm (#19820) · c6e3bba8
  Wentao Ye authored Jun 24, 2025
```
Signed-off-by: yewentao256 <zhyanwentao@126.com>
```
  c6e3bba8
23 Jun, 2025 1 commit
- [Bugfix][Benchmark] Fix Marlin benchmark (#19929) · 4671ac6e
  22quinn authored Jun 23, 2025
  
  4671ac6e