Commits · 993c31c3c0a939f7a9832ccaa97a09efd024b929 · OpenDAS / vllm_cscc

08 Jan, 2026 1 commit
- update dispatch_unquantized_gemm · 993c31c3
  zhuwenwen authored Jan 08, 2026
  
  993c31c3
01 Oct, 2025 4 commits

update fused_moe.py · 241ea5cd
zhuwenwen authored Oct 02, 2025

241ea5cd
skip is_v32 · 1faf662d
zhuwenwen authored Oct 02, 2025

1faf662d

[New Model] DeepSeek-V3.2 (Rebased to Main) (#25896) · b3230e1a

Yongye Zhu authored Sep 30, 2025


Signed-off-by: Chen Zhang <zhangch99@outlook.com>
Signed-off-by: youkaichao <youkaichao@gmail.com>
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
Signed-off-by: mgoin <mgoin64@gmail.com>
Signed-off-by: NickLucche <nlucches@redhat.com>
Signed-off-by: Yongye Zhu <zyy1102000@gmail.com>
Signed-off-by: Barry Kang <43644113+Barry-Delaney@users.noreply.github.com>
Signed-off-by: Lucia Fang <fanglu@meta.com>
Co-authored-by: Chen Zhang <zhangch99@outlook.com>
Co-authored-by: youkaichao <youkaichao@gmail.com>
Co-authored-by: Lucas Wilkinson <lwilkins@redhat.com>
Co-authored-by: Robert Shaw <114415538+robertgshaw2-redhat@users.noreply.github.com>
Co-authored-by: Lucas Wilkinson <LucasWilkinson@users.noreply.github.com>
Co-authored-by: yewentao256 <zhyanwentao@126.com>
Co-authored-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com>
Co-authored-by: mgoin <mgoin64@gmail.com>
Co-authored-by: Lucia Fang <116399278+luccafong@users.noreply.github.com>
Co-authored-by: Lucia Fang <fanglu@meta.com>
Co-authored-by: NickLucche <nlucches@redhat.com>
Co-authored-by: Siyuan Fu <siyuanf@nvidia.com>
Co-authored-by: Matthew Bonanni <mbonanni@redhat.com>
Co-authored-by: Xiaozhu Meng <mxz297@gmail.com>
Co-authored-by: Barry Kang <43644113+Barry-Delaney@users.noreply.github.com>
Signed-off-by: simon-mo <simon.mo@hey.com>

b3230e1a

[Bug] Fix Weight Loading for Block FP8 Cutlass SM90 (#25909) · 9471879b

Wentao Ye authored Sep 29, 2025

Signed-off-by: yewentao256 <zhyanwentao@126.com>
Signed-off-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
Signed-off-by: simon-mo <simon.mo@hey.com>

9471879b

28 Sep, 2025 1 commit
- [Bugfix][WideEP] Apply TP Attn + EP MoE fix to other models (#24982) · 26a7a33b
  Tyler Michael Smith authored Sep 27, 2025
```
Signed-off-by: Tyler Michael Smith <tlrmchlsmth@gmail.com>
Signed-off-by: simon-mo <simon.mo@hey.com>
```
  26a7a33b
26 Sep, 2025 7 commits
- [Quantization] Add field to skip unquantized modules for GPTQ config (#25455) · d4d98998
  Isotr0py authored Sep 26, 2025
```
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
```
  d4d98998
- [Model] Mamba2 varlen refactor (#21467) · 2b6b1d78
  Chih-Chieh Yang authored Sep 26, 2025
```
Signed-off-by: Chih-Chieh-Yang <7364402+cyang49@users.noreply.github.com>
Co-authored-by: RishiAstra <40644327+RishiAstra@users.noreply.github.com>
```
  2b6b1d78
- [Bugfix] Fix Shared Expert/Zero expert code in FusedMoE.process_chunk (#25698) · dfb9af20
  Sage Moore authored Sep 26, 2025
```
Signed-off-by: Sage Moore <sage@neuralmagic.com>
Co-authored-by: Robert Shaw <114415538+robertgshaw2-redhat@users.noreply.github.com>
```
  dfb9af20
- [Qwen3-Next][GDN] fixes cuda graph capturing bug in GDN metadata and a stride... · 99b3a504
  Tao He authored Sep 26, 2025
```
[Qwen3-Next][GDN] fixes cuda graph capturing bug in GDN metadata and a stride bug in causal_conv_1d. (#25743)
Signed-off-by: Tao He <linzhu.ht@alibaba-inc.com>
```
  99b3a504
- [Harware][AMD][Model] Triton MoE tuning configs for GLM-4.5 for MI300X (#25703) · 52621c8f
  xaguilar-amd authored Sep 26, 2025
```
Signed-off-by: xaguilar <Xavier.AguilarFruto@amd.com>
```
  52621c8f
- Llamas 3.1 405B fp4 changes upstreaming from 355_wip (#25135) · 53a30845
  Aleksandr Malyshev authored Sep 25, 2025
```
Signed-off-by: Aleksandr Malyshev <maleksan@amd.com>
Co-authored-by: Aleksandr Malyshev <maleksan@amd.com>
Co-authored-by: Doug Lehr <douglehr@amd.com>
```
  53a30845
- [Refactor] Remove DeepGEMM OP Register (#25710) · 9fe4c2bd
  Wentao Ye authored Sep 25, 2025
```
Signed-off-by: yewentao256 <zhyanwentao@126.com>
```
  9fe4c2bd
25 Sep, 2025 5 commits
- Fix routing_bias dtype (#25711) · 081b5594
  Shu Wang authored Sep 25, 2025
```
Signed-off-by: Shu Wang. <shuw@nvidia.com>
```
  081b5594
- 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
- [Misc] Simplify PoolerOutput and move to `v1/outputs` (#25629) · 755ed7b0
  Cyrus Leung authored Sep 25, 2025
```
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
```
  755ed7b0
- [Model] Add LongCat-Flash (#23991) · 845adb3e
  XuruiYang authored Sep 25, 2025
```
Signed-off-by: yangxurui <yangxurui@meituan.com>
Co-authored-by: yangxurui <yangxurui@meituan.com>
```
  845adb3e
- 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 9 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
- feat: BF16 FlashInfer Fused Cutlass MOE for Hopper and Blackwell Expert Parallel (#25503) · 6160ba41
  Duncan Moss authored Sep 24, 2025
```
Signed-off-by: Duncan Moss <djm.moss@gmail.com>
```
  6160ba41
- [Docs] Enable `fail_on_warning` for the docs build in CI (#25580) · 8c853050
  Harry Mellor authored Sep 24, 2025
```
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
```
  8c853050
- Support mnnvl all2allv from Flashinfer (#21003) · 54e42b72
  Shu Wang authored Sep 24, 2025
```
Signed-off-by: Shu Wang <shuw@nvidia.com>
Signed-off-by: Shu Wang. <shuw@nvidia.com>
Signed-off-by: Tyler Michael Smith <tyler@neuralmagic.com>
Signed-off-by: Tyler Michael Smith <tlrmchlsmth@gmail.com>
Co-authored-by: Tyler Michael Smith <tyler@neuralmagic.com>
Co-authored-by: Tyler Michael Smith <tlrmchlsmth@gmail.com>
```
  54e42b72
- [Bugfix][CPU] Skip unsupported custom op register on CPU (#25534) · 1cbcfb94
  Li, Jiang authored Sep 24, 2025
```
Signed-off-by: jiang1.li <jiang1.li@intel.com>
```
  1cbcfb94
- [Perf] Fix jit compiles at runtime of fla gated delta rule (#25432) · d747c2ef
  Corey Lowman authored Sep 23, 2025
```
Co-authored-by: Michael Goin <mgoin64@gmail.com>
```
  d747c2ef
- [fix]: add Arm 4bit fused moe support (#23809) · 359d2930
  Nikhil Gupta authored Sep 24, 2025
```
Signed-off-by: Nikhil Gupta <nikhil.gupta2@arm.com>
```
  359d2930
- [Core] Support weight_loader_v2 for `UnquantizedLinearMethod` (#23036) · de94289a
  Kyle Sayers authored Sep 24, 2025
```
Signed-off-by: Kyle Sayers <kylesayrs@gmail.com>
```
  de94289a
- 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 13 commits

[ROCm] Small functional changes for gptoss (#25201) · bde2a1a8
Juan Villamizar authored Sep 23, 2025
```
Signed-off-by: jpvillam <jpvillam@amd.com>
Co-authored-by: jpvillam <jpvillam@amd.com>
```
bde2a1a8

[Kernel] [Mamba] Remove BLOCK_H=1 from list of tuneable configurations for... · 5e25b122

Thomas Parnell authored Sep 24, 2025


[Kernel] [Mamba] Remove BLOCK_H=1 from list of tuneable configurations for `_chunk_cumsum_fwd_kernel` (#25197)
Signed-off-by: Thomas Parnell <tpa@zurich.ibm.com>
Co-authored-by: Chih-Chieh-Yang <chih.chieh.yang@ibm.com>

5e25b122

Remove redundant mutates_args and dispatch_key for direct_register_custom_op (#25512) · 7361ab37
Michael Goin authored Sep 23, 2025
```
Signed-off-by: mgoin <mgoin64@gmail.com>
```
7361ab37
[Bugfix] Fix for the import error from #24588 (#25481) · 690f948e
Gregory Shtrasberg authored Sep 23, 2025
```
Signed-off-by: Gregory Shtrasberg <Gregory.Shtrasberg@amd.com>
```
690f948e

[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

[ROCm] Add skinny gemm bias support for dtypes fp16,bf16,fp8 (#24988) · a3a78280

Hashem Hashemi authored Sep 23, 2025


Signed-off-by: Hashem Hashemi <hashem.hashemi@amd.com>
Signed-off-by: Hashem Hashemi <159079214+amd-hhashemi@users.noreply.github.com>

a3a78280

[Kernels] Support blocked fp8 quantization for compressed tensors MoE (#25219) · f11e3c51
bnellnm authored Sep 23, 2025
```
Signed-off-by: Bill Nell <bnell@redhat.com>
Co-authored-by: Michael Goin <mgoin64@gmail.com>
```
f11e3c51

[Core/DBO][2/N] Dual-Batch Overlap add DeepEP High Throughput support and Prefill support (#24845) · cc1dc7ed

Lucas Wilkinson authored Sep 23, 2025


Signed-off-by: Sage Moore <sage@neuralmagic.com>
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
Signed-off-by: yewentao256 <zhyanwentao@126.com>
Signed-off-by: Lucas Wilkinson <LucasWilkinson@users.noreply.github.com>
Signed-off-by: Tyler Michael Smith <tyler@neuralmagic.com>
Co-authored-by: Sage Moore <sage@neuralmagic.com>
Co-authored-by: yewentao256 <zhyanwentao@126.com>
Co-authored-by: Tyler Michael Smith <tyler@neuralmagic.com>

cc1dc7ed

[V1] Remove V0 code paths for Hybrid models (#25400) · a903669e
Thomas Parnell authored Sep 23, 2025
```
Signed-off-by: Thomas Parnell <tpa@zurich.ibm.com>
```
a903669e

[BugFix] Register expert_map as named buffer for wake_up and sleep (#25458) · 61d1b355

Joel authored Sep 23, 2025


Signed-off-by: wuxibin <wuxibin@bytedance.com>
Signed-off-by: youkaichao <youkaichao@gmail.com>
Co-authored-by: youkaichao <youkaichao@gmail.com>

61d1b355

Handle triton kernel import exception (#25319) · ba8d2165
Ming Yang authored Sep 23, 2025
```
Signed-off-by: Ming Yang <minos.future@gmail.com>
```
ba8d2165
[DP/EP][GPTOSS] Use triton matmul-ogs kernels for GPTOSS DP/EP (#24588) · e8db44f8
Varun Sundar Rabindranath authored Sep 23, 2025
```
Signed-off-by: Varun Sundar Rabindranath <vsundarr@redhat.com>
Co-authored-by: Varun Sundar Rabindranath <vsundarr@redhat.com>
```
e8db44f8

[feat] Support MRoPE + YaRN (#25384) · fc97733d

JJJYmmm authored Sep 23, 2025


Signed-off-by: liuye.hj <liuye.hj@alibaba-inc.com>
Co-authored-by: liuye.hj <liuye.hj@alibaba-inc.com>

fc97733d