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 1 commit

[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

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 3 commits
- [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
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Signed-off-by: Tyler Michael Smith <tlrmchlsmth@gmail.com>
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  1260180c
- Enable Fbgemm NVFP4 on Dense models (#25609) · 90b139cf
  Saman A. Pour authored Sep 24, 2025
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Signed-off-by: Saman Keon <samanamp@outlook.com>
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  90b139cf
24 Sep, 2025 3 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
- 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 3 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

[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
17 Sep, 2025 3 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

[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

[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 1 commit
- [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
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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 1 commit
- [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 1 commit

[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

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 2 commits
- [Bugfix] Fix benchmark_moe.py for blockwise fp8. (#23823) · 66548f66
  YUQI.CHENG authored Aug 28, 2025
```
Signed-off-by: crischeng <420985011@qq.com>
Co-authored-by: cris <grace@guisenbindeMacBook-Pro.local>
```
  66548f66
- [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
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 1 commit

[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