Commits · eb0fa43868cf77e8eb2bdd563f8370b3c6bb00e2 · OpenDAS / vllm_cscc

03 Oct, 2025 1 commit
- [Perf] Optimize `reshape_and_cache` CUDA Kernel (#25955) · eb0fa438
  Jiangyun Zhu authored Oct 03, 2025
```
Signed-off-by: zjy0516 <riverclouds.zhu@qq.com>
Co-authored-by: Liu-congo <1502632128@qq.com>
```
  eb0fa438
02 Oct, 2025 2 commits

[Perf] Fix and reapply move apply w8a8 block fp8 linear to class (#25696) · 502640c3

ElizaWszola authored Oct 02, 2025


Signed-off-by: ElizaWszola <ewszola@redhat.com>
Signed-off-by: ElizaWszola <elizaw.9289@gmail.com>
Signed-off-by: Luka Govedič <lgovedic@redhat.com>
Signed-off-by: Luka Govedič <ProExpertProg@users.noreply.github.com>
Co-authored-by: Luka Govedič <ProExpertProg@users.noreply.github.com>
Co-authored-by: Michael Goin <mgoin64@gmail.com>
Co-authored-by: Luka Govedič <lgovedic@redhat.com>

502640c3

[CI/Build] Replace `vllm.entrypoints.openai.api_server` entrypoint with `vllm... · d00d6529

Cyrus Leung authored Oct 03, 2025


[CI/Build] Replace `vllm.entrypoints.openai.api_server` entrypoint with `vllm serve` command (#25967)
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>

d00d6529

30 Sep, 2025 1 commit
- [Bench] Add DeepSeekV32 to MoE benchmark (#25962) · 67f3fb08
  Jee Jee Li authored Oct 01, 2025
```
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
```
  67f3fb08
25 Sep, 2025 4 commits
- [Spec Decode] Add Batch Parallel Ngram. Upto 8x lower overhead. (#24986) · e71b8e21
  Ekagra Ranjan authored Sep 25, 2025
```
Signed-off-by: Ekagra Ranjan <3116519+ekagra-ranjan@users.noreply.github.com>
Co-authored-by: Nick Hill <nhill@redhat.com>
```
  e71b8e21
- [mypy] Fix wrong type annotations related to tuple (#25660) · 2f171176
  Cyrus Leung authored Sep 25, 2025
```
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
```
  2f171176
- Revert "[Performance] Move apply_w8a8_block_fp8_linear to an op class… (#25607) · 1260180c
  Tyler Michael Smith authored Sep 25, 2025
```
Signed-off-by: Tyler Michael Smith <tlrmchlsmth@gmail.com>
```
  1260180c
- Enable Fbgemm NVFP4 on Dense models (#25609) · 90b139cf
  Saman A. Pour authored Sep 24, 2025
```
Signed-off-by: Saman Keon <samanamp@outlook.com>
```
  90b139cf
24 Sep, 2025 4 commits
- [Refactor] Use DeepGEMM Col Major TMA Aligned Tensor (#25517) · 1f291412
  Wentao Ye authored Sep 24, 2025
```
Signed-off-by: yewentao256 <zhyanwentao@126.com>
```
  1f291412
- Fixes and updates to bench_per_token_quant_fp8 (#25591) · d83f3f7c
  Michael Goin authored Sep 24, 2025
```
Signed-off-by: Michael Goin <mgoin64@gmail.com>
```
  d83f3f7c
- [Benchmark] Fix regression in structured output benchmark (#25500) · 16429950
  Russell Bryant authored Sep 24, 2025
```
Signed-off-by: Russell Bryant <rbryant@redhat.com>
```
  16429950
- Add CUTLASS FP8 MOE benchmark scripts and kernel config (#25302) · 0d235b87
  Chenxi Yang authored Sep 23, 2025
```
Signed-off-by: Chenxi Yang <cxyang@fb.com>
Co-authored-by: Chenxi Yang <cxyang@fb.com>
```
  0d235b87
23 Sep, 2025 4 commits

[Performance] Move apply_w8a8_block_fp8_linear to an op class (#24666) · 63400259

ElizaWszola authored Sep 23, 2025


Signed-off-by: ElizaWszola <ewszola@redhat.com>
Signed-off-by: ElizaWszola <elizaw.9289@gmail.com>
Signed-off-by: Luka Govedič <lgovedic@redhat.com>
Signed-off-by: Luka Govedič <ProExpertProg@users.noreply.github.com>
Co-authored-by: Luka Govedič <ProExpertProg@users.noreply.github.com>
Co-authored-by: Michael Goin <mgoin64@gmail.com>
Co-authored-by: Luka Govedič <lgovedic@redhat.com>

63400259

[core] add nccl symmetric memory for all reduce (#24532) · 8c1c81a3

Amir Samani authored Sep 23, 2025


Signed-off-by: Amir Samani <asamani@nvidia.com>
Signed-off-by: Michael Goin <mgoin64@gmail.com>
Co-authored-by: Michael Goin <mgoin64@gmail.com>

8c1c81a3

[Misc] Reduce initialization time of auto_tune (#23682) · 24e82227
Weida Hong authored Sep 24, 2025
```
Signed-off-by: Weida Hong <wdhongtw@google.com>
```
24e82227

[V1][Kernel] Add triton implementation for `reshape_and_cache_flash` (#24503) · 100b630a

Burkhard Ringlein authored Sep 23, 2025

Signed-off-by: Burkhard Ringlein <ngl@zurich.ibm.com>
Co-authored-by: Chih-Chieh Yang <chih.chieh.yang@ibm.com>
Co-authored-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com>

100b630a

19 Sep, 2025 1 commit
- [Frontend] Pass API server count to each process (#23717) · 6c117cff
  Cyrus Leung authored Sep 20, 2025
```
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
```
  6c117cff
18 Sep, 2025 1 commit

[Chore] Cleanup guided namespace, move to structured outputs config (#22772) · 29283e89

Aaron Pham authored Sep 18, 2025

Signed-off-by: Aaron Pham <contact@aarnphm.xyz>
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Co-authored-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>

29283e89

17 Sep, 2025 6 commits

[Kernel] Delegate construction of FusedMoEQuantConfig to FusedMoEMethodBase subclasses (#22537) · 5963b98b
bnellnm authored Sep 17, 2025
```
Signed-off-by: Bill Nell <bnell@redhat.com>
```
5963b98b

Add a batched auto tune script (#25076) · 2a4d6412

Karan Goel authored Sep 17, 2025

Signed-off-by: Karan Goel <karangoel@google.com>
Signed-off-by: Karan Goel <3261985+karan@users.noreply.github.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>

2a4d6412

[fix] lora benchmarks pass no_lora_flag_cpu (#23774) · 1b962e24

dolpm authored Sep 17, 2025


Signed-off-by: Dylan Maloy <34420038+dolpm@users.noreply.github.com>
Co-authored-by: Jee Jee Li <pandaleefree@gmail.com>

1b962e24

Add more documentation and improve usability of lognormal dist... · 43a62c51

Daniel Serebrenik authored Sep 17, 2025


Add more documentation and improve usability of lognormal dist (benchmark_serving_multi_turn) (#23255)
Signed-off-by: daniels <daniels@pliops.com>

43a62c51

[Benchmarks] Add MMVU video dataset support and clean up deprecated datasets (#24719) · 5a411ef6
Isotr0py authored Sep 17, 2025
```
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
```
5a411ef6

[FP8] Extend per-token-group quantization support to QuantFP8 (#24342) · cef32104

Tahsin Tunan authored Sep 17, 2025

Signed-off-by: Tahsin Tunan <tahsintunan@gmail.com>
Signed-off-by: Luka Govedič <lgovedic@redhat.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
Co-authored-by: Luka Govedič <lgovedic@redhat.com>

cef32104

16 Sep, 2025 2 commits
- [Docs] move benchmarks README to contributing guides (#24820) · 85e0df13
  Ye (Charlotte) Qi authored Sep 16, 2025
  
  85e0df13
- [benchmark] Add triton version in the moe tuned config (#24769) · 04ad0dc2
  Jee Jee Li authored Sep 16, 2025
```
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
```
  04ad0dc2
13 Sep, 2025 1 commit
- [Kernels][DP/EP] Optimize Silu Kernel for R1 (#24054) · 98229db2
  Elvir Crnčević authored Sep 13, 2025
```
Signed-off-by: elvircrn <elvircrn@gmail.com>
```
  98229db2
12 Sep, 2025 1 commit
- [Doc]: fix typos in various files (#24726) · bcb06d7b
  Didier Durand authored Sep 12, 2025
```
Signed-off-by: Didier Durand <durand.didier@gmail.com>
```
  bcb06d7b
11 Sep, 2025 4 commits

[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

[Kernels] Enable Torch Symmetric Memory All-Reduce By Default (#24111) · 1fdd5c42
Ilya Markov authored Sep 11, 2025
```
Signed-off-by: ilmarkov <markovilya197@gmail.com>
Co-authored-by: Michael Goin <mgoin64@gmail.com>
```
1fdd5c42
[Bench] Add qwen-next in benchmark_moe.py (#24661) · d11ec124
Jee Jee Li authored Sep 11, 2025
```
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
```
d11ec124

[Model] New model support for Motif-1-Tiny (#23414) · 9bd831f5

TaehyunKim authored Sep 11, 2025


Signed-off-by: ca1207 <ca1207zzz@gmail.com>
Signed-off-by: TaehyunKim <73943231+ca1207@users.noreply.github.com>
Co-authored-by: WyldeCat <skan1543@gmail.com>
Co-authored-by: Jee Jee Li <pandaleefree@gmail.com>

9bd831f5

09 Sep, 2025 3 commits
- [Benchmark] Update bench doc with mtbench, blazedit, spec bench (#24450) · 0dc9cbb5
  Ekagra Ranjan authored Sep 09, 2025
```
Signed-off-by: Ekagra Ranjan <3116519+ekagra-ranjan@users.noreply.github.com>
```
  0dc9cbb5
- [CI/Build][Doc] Fully deprecate old bench scripts for serving / throughput / latency (#24411) · 6fb27881
  Ye (Charlotte) Qi authored Sep 09, 2025
```
Signed-off-by: Ye (Charlotte) Qi <yeq@meta.com>
```
  6fb27881
- [Flashinfer] Support Flashinfer TRTLLM FP8-qkv BF16/FP16-out Attention Kernel (#23647) · bba1042c
  elvischenv authored Sep 09, 2025
```
Signed-off-by: elvischenv <219235043+elvischenv@users.noreply.github.com>
```
  bba1042c
07 Sep, 2025 2 commits

[Bugfix] Fix Qwen3-coder moe tuned config (#24072) · 62f66be1
Jee Jee Li authored Sep 07, 2025
```
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
```
62f66be1

[Benchmark] add benchmark for custom activation op (#23908) · 77aec83b

Jiangyun Zhu authored Sep 07, 2025


Signed-off-by: zjy0516 <riverclouds.zhu@qq.com>
Signed-off-by: Jiangyun Zhu <riverclouds.zhu@qq.com>
Co-authored-by: Luka Govedič <ProExpertProg@users.noreply.github.com>

77aec83b

04 Sep, 2025 3 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

Improve flexibility of auto_tune.sh execution. (#23766) · 04f3c35c

anthonsu authored Sep 04, 2025

Signed-off-by: Anthony Su <50185138+anthonsu@users.noreply.github.com>
Signed-off-by: anthonsu <50185138+anthonsu@users.noreply.github.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>

04f3c35c

[Misc] Enhance output readability of helper script (#24214) · 12e1e63c
Weida Hong authored Sep 04, 2025
```
Signed-off-by: Weida Hong <wdhongtw@google.com>
```
12e1e63c