Commits · d34f5fe939eafa1eb4c6ecbe84020f09ebe09284 · OpenDAS / vllm_cscc

28 Oct, 2025 2 commits

[Bugfix][CPU] Fallback oneDNN linear to torch linear to fix half gemm support... · d34f5fe9

Li, Jiang authored Oct 28, 2025


[Bugfix][CPU] Fallback oneDNN linear to torch linear to fix half gemm support on legecy platforms (#27526)
Signed-off-by: jiang1.li <jiang1.li@intel.com>
Co-authored-by: Isotr0py <mozf@mail2.sysu.edu.cn>

d34f5fe9

[Hardware][AMD][Model] Triton MoE tuning configs for GLM-4.6 for MI300X (#27323) · bdb01a38
Eric Yue authored Oct 28, 2025
```
Signed-off-by: minatoaquaMK2 <jiacheng.yue@foxmail.com>
```
bdb01a38

27 Oct, 2025 3 commits

[Bugfix][LoRA][FusedMoE] Select MxFP4 Backend based on LoRA Enablement (#27487) · 5d3be3ba
Varun Sundar Rabindranath authored Oct 27, 2025
```
Signed-off-by: Varun Sundar Rabindranath <vsundarr@redhat.com>
Co-authored-by: Varun Sundar Rabindranath <vsundarr@redhat.com>
```
5d3be3ba
[Misc] Clean up utils (#27552) · 7c2bdb83
Cyrus Leung authored Oct 27, 2025
```
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
```
7c2bdb83

[Kernel] Adding split_K implementation for fused_moe_lora (#27291) · 9932ed6a

Danielle Robinson authored Oct 27, 2025


Signed-off-by: Danielle Robinson <dmmaddix@amazon.com>
Signed-off-by: Danielle Robinson <dcmaddix@gmail.com>
Co-authored-by: Danielle Robinson <dmmaddix@amazon.com>
Co-authored-by: Jee Jee Li <pandaleefree@gmail.com>

9932ed6a

26 Oct, 2025 1 commit

[Chore]:Extract math and argparse utilities to separate modules (#27188) · 71b1c8b6

Yeshwanth N authored Oct 26, 2025


Signed-off-by: Yeshwanth Surya <yeshsurya@gmail.com>
Signed-off-by: Yeshwanth N <yeshsurya@gmail.com>
Signed-off-by: yeshsurya <yeshsurya@gmail.com>

71b1c8b6

24 Oct, 2025 4 commits

[Misc][DP] Guard mxfp4 implementation selection (#27484) · 269c4db0

Varun Sundar Rabindranath authored Oct 24, 2025


Signed-off-by: Varun Sundar Rabindranath <vsundarr@redhat.com>
Co-authored-by: Varun Sundar Rabindranath <vsundarr@redhat.com>

269c4db0

[Log] Optimize Startup Log (#26740) · 52efc34e
Wentao Ye authored Oct 24, 2025
```
Signed-off-by: yewentao256 <zhyanwentao@126.com>
```
52efc34e

[MISC] `cudagraph_capture_sizes` related improvements (#26016) · 284cc922

fhl2000 authored Oct 24, 2025

Signed-off-by: fhl <2410591650@qq.com>
Signed-off-by: fhl2000 <63384265+fhl2000@users.noreply.github.com>
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Co-authored-by: Luka Govedič <ProExpertProg@users.noreply.github.com>
Co-authored-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>

284cc922

[Kernel] Add GPTQv2 format support for low-bit or asymmetric quantization, by... · 5cc6bddb
Xiangyu Li authored Oct 24, 2025
```
[Kernel] Add GPTQv2 format support for low-bit or asymmetric quantization, by adapting gptq_gemm (#26092)
```
5cc6bddb

23 Oct, 2025 6 commits
- [Hardware][POWERPC] Disable oneDNN path in vllm/model_executor/layers/utils.py for Powerpc (#27422) · f417746a
  Akash kaothalkar authored Oct 24, 2025
```
Signed-off-by: Akash Kaothalkar <akash.kaothalkar@ibm.com>
Co-authored-by: Akash Kaothalkar <akash.kaothalkar@ibm.com>
```
  f417746a
- [Bugfix] Fix AWQ marlin layer skipping (#27416) · 81d5bb76
  Isotr0py authored Oct 24, 2025
```
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
```
  81d5bb76
- [Bugfix][ROCm][DeepSeek] Fix for forward_hip in rope for DeepSeek (#27373) · 0825197b
  Gregory Shtrasberg authored Oct 23, 2025
```
Signed-off-by: Gregory Shtrasberg <Gregory.Shtrasberg@amd.com>
```
  0825197b
- [Bugfix] Fix dp_chunking enablement logic in FusedMoE layer (#27220) · 9ef3d5b8
  Alexander Matveev authored Oct 23, 2025
```
Signed-off-by: Alexander Matveev <amatveev@redhat.com>
```
  9ef3d5b8
- [Frontend][4/N] Improve all pooling task | Add plugin pooling task (#26973) · 3fa2c121
  wang.yuqi authored Oct 23, 2025
```
Signed-off-by: wang.yuqi <noooop@126.com>
Signed-off-by: Christian Pinto <christian.pinto@ibm.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
Co-authored-by: Christian Pinto <christian.pinto@ibm.com>
```
  3fa2c121
- [Model] Add MoE support for NemotronH (#25863) · 61089465
  tomeras91 authored Oct 23, 2025
```
Signed-off-by: Tomer Asida <57313761+tomeras91@users.noreply.github.com>
```
  61089465
22 Oct, 2025 4 commits

[bugfix] remove unused parameters to reduce unnecessary vram usage (#26789) · 980de31c

Reinforce-II authored Oct 22, 2025


Signed-off-by: Reinforce-II <fate@eastal.com>
Co-authored-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com>

980de31c

[Bug] Fix DeepSeek-V2.5-1210-FP8 issue (#27267) · 1c160841
Wentao Ye authored Oct 22, 2025
```
Signed-off-by: yewentao256 <zhyanwentao@126.com>
```
1c160841

[Chore] Separate out optional dependency checks from vllm.utils (#27207) · 3ae082c3

dongbo910220 authored Oct 22, 2025

Signed-off-by: dongbo910220 <1275604947@qq.com>
Signed-off-by: dongbo910220 <32610838+dongbo910220@users.noreply.github.com>
Co-authored-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com>
Co-authored-by: Cyrus Leung <tlleungac@connect.ust.hk>

3ae082c3

[torch.compile] Enable silu_mul_fp8_quant fusion without custom ops enabled (#27146) · ab3e8004
Jiangyun Zhu authored Oct 22, 2025
```
Signed-off-by: zjy0516 <riverclouds.zhu@qq.com>
```
ab3e8004

21 Oct, 2025 9 commits

[Performance] Dual stream execution of "shared_experts" and "selected_experts"... · 344a0017

Alexander Matveev authored Oct 21, 2025


[Performance] Dual stream execution of "shared_experts" and "selected_experts" inside FusedMoE (#26440)
Signed-off-by: Alexander Matveev <amatveev@redhat.com>

344a0017

[Feature] Batch Invariant for R1 TP 8 on Blackwell (#27229) · 86ed7702
Wentao Ye authored Oct 21, 2025
```
Signed-off-by: yewentao256 <zhyanwentao@126.com>
```
86ed7702
[ROCM] Enable CompressedTensorsWNA16 (#27187) · ba09652d
JartX authored Oct 21, 2025
```
Signed-off-by: JartX <sagformas@epdcenter.es>
```
ba09652d

[Bugfix] Fix gpt-oss w4a8 DP/EP on B200 (#26729) · 5ff5d94e

Varun Sundar Rabindranath authored Oct 21, 2025


Signed-off-by: Varun Sundar Rabindranath <vsundarr@redhat.com>
Co-authored-by: Varun Sundar Rabindranath <vsundarr@redhat.com>
Co-authored-by: Michael Goin <mgoin64@gmail.com>

5ff5d94e

[ModelOpt] Load w13/w2_input_scale for all experts, nvfp4 (#26135) · f95da13c

Shu Wang authored Oct 21, 2025


Signed-off-by: Shu Wang <shuw@nvidia.com>
Signed-off-by: Shu Wang. <shuw@nvidia.com>
Co-authored-by: Michael Goin <mgoin64@gmail.com>

f95da13c

[BugFix] GPT-OSS Attention DP + MoE TP weight loading issue (#24032) · aef368aa
Po-Han Huang (NVIDIA) authored Oct 21, 2025
```
Signed-off-by: Po-Han Huang <pohanh@nvidia.com>
```
aef368aa

[Feature][Kernel]FusedMoE LoRA (#21229) · 5f6cbf60

Chen Wu authored Oct 21, 2025


Signed-off-by: wuchen <cntryroa@gmail.com>
Signed-off-by: banjuede <lmklhc@163.com>
Signed-off-by: Chen Wu <cntryroa@gmail.com>
Signed-off-by: Danielle Robinson <dmmaddix@amazon.com>
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
Signed-off-by: bk-201 <joy25810@foxmail.com>
Co-authored-by: wuchen <wuchen@zetyun.com>
Co-authored-by: Nathan Van Gheem <vangheem@gmail.com>
Co-authored-by: banjuede <lmklhc@163.com>
Co-authored-by: Danielle Robinson <dmmaddix@amazon.com>
Co-authored-by: Jee Jee Li <pandaleefree@gmail.com>
Co-authored-by: bk-201 <joy25810@foxmail.com>

5f6cbf60

[cpu] Dispatch un-quantized linear to oneDNN/ACL by default for AArch64 (#27183) · 163965d1
Fadi Arafeh authored Oct 21, 2025
```
Signed-off-by: Fadi Arafeh <fadi.arafeh@arm.com>
Co-authored-by: Michael Yang <Michael.Yang@arm.com>
```
163965d1
[Quantization] Automatically infer AWQ `modules_to_not_convert` field (#26909) · 352c0c8a
Isotr0py authored Oct 21, 2025
```
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
```
352c0c8a

20 Oct, 2025 3 commits
- [Feature][Quantization] auto_round support for mixed bits quantization (#23812) · 87778d5f
  Heng Guo authored Oct 21, 2025
```
Signed-off-by: n1ck-guo <heng.guo@intel.com>
Signed-off-by: Heng Guo <heng.guo@intel.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
```
  87778d5f
- [Kernel][Model] Tune fused_moe Triton configs for Qwen3-30B A3/A3B on H100 (FP8/BF16) (#26268) · 4d0f2661
  shivampr authored Oct 20, 2025
```
Signed-off-by: Shivam <shivampr.dev@gmail.com>
```
  4d0f2661
- [Kernel] Accelerate solve_tril with TMA (#26746) · 9fce7bee
  Jiangyun Zhu authored Oct 20, 2025
```
Signed-off-by: zjy0516 <riverclouds.zhu@qq.com>
```
  9fce7bee
19 Oct, 2025 2 commits
- [Misc] Move utils to avoid conflicts with stdlib, and move tests (#27169) · d31f7844
  Cyrus Leung authored Oct 19, 2025
```
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
```
  d31f7844
- output type conversion fix (#27159) · 221bf725
  Jianyu Huang authored Oct 19, 2025
  
  221bf725
18 Oct, 2025 5 commits
- [Chore] Clean up pytorch helper functions in `vllm.utils` (#26908) · 6ac5e06f
  Isotr0py authored Oct 19, 2025
```
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
Signed-off-by: isotr0py <2037008807@qq.com>
```
  6ac5e06f
- [Misc] Refactor `get_kv_cache_spec` into `AttentionLayerBase` (#26587) · b26b70be
  Nicolò Lucchesi authored Oct 18, 2025
```
Signed-off-by: NickLucche <nlucches@redhat.com>
```
  b26b70be
- [Feature] Batch Invariant: Support DeepGEMM and Blackwell (#27127) · 245e4f2c
  Wentao Ye authored Oct 18, 2025
```
Signed-off-by: yewentao256 <zhyanwentao@126.com>
```
  245e4f2c
- [Misc] Rev DeepEP (#27122) · 30a33b92
  Varun Sundar Rabindranath authored Oct 18, 2025
```
Signed-off-by: Varun Sundar Rabindranath <vsundarr@redhat.com>
Co-authored-by: Varun Sundar Rabindranath <vsundarr@redhat.com>
```
  30a33b92
- [Perf] Add H100 fused MoE config (#25398) · c981f0ea
  ZiTian Zhao authored Oct 18, 2025
```
Signed-off-by: zitian.zhao <zitian.zhao@tencentmusic.com>
```
  c981f0ea
17 Oct, 2025 1 commit
- [Minor] Remove unnecessary error message (#27115) · d29483b5
  Zhuohan Li authored Oct 17, 2025
```
Signed-off-by: Zhuohan Li <zhuohan123@gmail.com>
```
  d29483b5