Commits · f4ee2c3d908ade890bc2e42945d307bc2c341b59 · OpenDAS / vllm_cscc

18 Dec, 2025 7 commits
- fix fp8 online quantization streaming with tp > 1 (#30900) · f4ee2c3d
  Vasiliy Kuznetsov authored Dec 18, 2025
```
Signed-off-by: vasiliy <vasiliy@fb.com>
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  f4ee2c3d
- [LoRA] Set default MXFP4 LoRA backend to Marlin (#30598) · 9a5e9652
  Xin Yang authored Dec 18, 2025
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Signed-off-by: Xin Yang <xyangx@amazon.com>
Co-authored-by: Cyrus Leung <tlleungac@connect.ust.hk>
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  9a5e9652
- [Bug] Fix batch invariant in torch 2.10 (#30907) · 66287582
  Wentao Ye authored Dec 18, 2025
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Signed-off-by: yewentao256 <zhyanwentao@126.com>
Signed-off-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com>
Co-authored-by: Cyrus Leung <tlleungac@connect.ust.hk>
```
  66287582
- [moe] Use enable_chunking func (to support disabling chunking) (#29935) · 8372be28
  Ming Yang authored Dec 18, 2025
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Signed-off-by: Ming Yang <minos.future@gmail.com>
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  8372be28
- [CPU] Refactor CPU fused MOE (#30531) · e3ab93c8
  Li, Jiang authored Dec 18, 2025
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Signed-off-by: jiang1.li <jiang1.li@intel.com>
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  e3ab93c8
- [PERF] Qwen3-next. Add fp8 cutlass MoE tuned configs. `chmod -x *MI308X.json` (#29553) · 717ac33d
  Vadim Gimpelson authored Dec 18, 2025
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Signed-off-by: Vadim Gimpelson <vadim.gimpelson@gmail.com>
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  717ac33d
- [Quantization] Support Quark int4-fp8 w4a8 for MoE (#30071) · 0c738b58
  Bowen Bao authored Dec 17, 2025
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Signed-off-by: Bowen Bao <bowenbao@amd.com>
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  0c738b58
17 Dec, 2025 6 commits
- [BugFix] Workspace allocation during profile run : DeepEPHighThroughput + DeepGEMM (#30899) · e3fc374a
  Varun Sundar Rabindranath authored Dec 17, 2025
  
  e3fc374a
- 2.9.1 PyTorch release update (#28495) · e06d0bf0
  Andrey Talman authored Dec 17, 2025
  
  e06d0bf0
- [Bug] Fix AttributeError: 'ColumnParallelLinear' object has no attribute... · f284d7bd
  Wentao Ye authored Dec 17, 2025
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[Bug] Fix AttributeError: 'ColumnParallelLinear' object has no attribute `weight_scale_inv` (#30823)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
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  f284d7bd
- CustomOp: grouped topk (#29575) · 3b1d440e
  Xinyu Chen authored Dec 17, 2025
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Signed-off-by: Xinyu Chen <xinyu1.chen@intel.com>
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  3b1d440e
- [XPU] fix broken fp8 online quantization for XPU platform (#30831) · 4f735bab
  Yan Ma authored Dec 17, 2025
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Signed-off-by: Yan Ma <yan.ma@intel.com>
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  4f735bab
- [Bugfix][CPU] Fix CPU backend ROPE dispatch for VL models (#30829) · 0cd53536
  Li, Jiang authored Dec 17, 2025
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Signed-off-by: jiang1.li <jiang1.li@intel.com>
Signed-off-by: Li, Jiang <bigpyj64@gmail.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
```
  0cd53536
16 Dec, 2025 6 commits
- [Kernel][Quantization][MoE] add marlin kernel support for turing (sm75) (#29901) · ce96857f
  Jinzhen Lin authored Dec 17, 2025
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Signed-off-by: Jinzhen Lin <jinzhen.ljz@antgroup.com>
Co-authored-by: Michael Goin <mgoin64@gmail.com>
```
  ce96857f
- [Perf] Do FP4 quant before All gather on flashinfer trtllmgen MOE (#30014) · 254a7f8f
  jiahanc authored Dec 16, 2025
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Signed-off-by: jiahanc <173873397+jiahanc@users.noreply.github.com>
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  254a7f8f
- [CI] Generalize gsm8k test args and add Qwen3-Next MTP B200 test (#30723) · 10ee1c64
  Michael Goin authored Dec 16, 2025
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Signed-off-by: mgoin <mgoin64@gmail.com>
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  10ee1c64
- [TRTLLM] Remove the MoE GEMM weight name change (#30713) · ce12b407
  Ming Yang authored Dec 16, 2025
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Signed-off-by: Ming Yang <minos.future@gmail.com>
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  ce12b407
- [Feat] Enable eplb with default all2all backend (#30559) · 59bd5f6a
  Wentao Ye authored Dec 16, 2025
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Signed-off-by: yewentao256 <zhyanwentao@126.com>
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  59bd5f6a
- [CustomOp] Extract ApplyRotaryEmb as CustomOp and unify the dispatch logic (#29873) · 3bd9c491
  Shanshan Shen authored Dec 16, 2025
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Signed-off-by: shen-shanshan <467638484@qq.com>
Co-authored-by: gcanlin <canlinguosdu@gmail.com>
Co-authored-by: TJian <tunjian.tan@embeddedllm.com>
```
  3bd9c491
15 Dec, 2025 3 commits

Update batch invariant to use attention config (#30704) · 60dbf7d8

Matthew Bonanni authored Dec 15, 2025


Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>

60dbf7d8

[MoE][Refactor 1/N] Separate Online Quantization (#30627) · d0502b49
Robert Shaw authored Dec 15, 2025
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Signed-off-by: Robert Shaw <robshaw@redhat.com>
Co-authored-by: Robert Shaw <robshaw@redhat.com>
```
d0502b49

[Feat] Refactor for `parallel_config` in `FusedMoEModularKernel` (#30282) · 3778673e

Wentao Ye authored Dec 14, 2025


Signed-off-by: yewentao256 <zhyanwentao@126.com>
Signed-off-by: Robert Shaw <robshaw@redhat.com>
Co-authored-by: Robert Shaw <robshaw@redhat.com>
Co-authored-by: Robert Shaw <114415538+robertgshaw2-redhat@users.noreply.github.com>

3778673e

14 Dec, 2025 3 commits

[Bugfix] fix _get_quant_method of FusedMoE for deepseekV3.2 on non-NV… (#30057) · 6ecc1e41
tjp_zju authored Dec 14, 2025
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Signed-off-by: tjp_zju <tanjianpingzju1990@gmail.com>
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6ecc1e41

Nvidia ModelOpt workaround for issue 28072 (#30164) · 0bb0bae4

Shengliang Xu authored Dec 14, 2025


Signed-off-by: Shengliang Xu <shengliangx@nvidia.com>
Co-authored-by: Pavani Majety <pmajety@nvidia.com>

0bb0bae4

[Doc]: fixing typos in various files (#30540) · 1a55cfaf

Didier Durand authored Dec 14, 2025

Signed-off-by: Didier Durand <durand.didier@gmail.com>
Signed-off-by: Didier Durand <2927957+didier-durand@users.noreply.github.com>
Co-authored-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com>

1a55cfaf

13 Dec, 2025 3 commits

[Logs] Optimize startup logs 4 (#29903) · 6e78ed6b

Wentao Ye authored Dec 13, 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>

6e78ed6b

[Misc][Quantization] Clarify the intent of GGUF `FusedMoE` weight materialization (#30310) · fdc135d7
Tsukasa OI authored Dec 13, 2025
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Signed-off-by: Tsukasa OI <floss_llm@irq.a4lg.com>
```
fdc135d7

[Feature] Add SM103 (Blackwell Ultra) Support to vLLM (#30484) · 4fa7ce46

Roberto L. Castro authored Dec 13, 2025

Signed-off-by: LopezCastroRoberto <robertol.c510@gmail.com>
Signed-off-by: Roberto L. Castro <38211239+LopezCastroRoberto@users.noreply.github.com>
Co-authored-by: youkaichao <youkaichao@gmail.com>

4fa7ce46

12 Dec, 2025 8 commits

[CI/Build][Kernel][BugFix][AMD] Fix per_token_group_quant_fp8 to use correct... · 08f8a562

rasmith authored Dec 12, 2025


[CI/Build][Kernel][BugFix][AMD] Fix per_token_group_quant_fp8 to use correct fp8 min/max values and update atol/rtol in test_quantfp8_group_functionality  (#30292)
Signed-off-by: Randall Smith <ransmith@amd.com>
Co-authored-by: Randall Smith <ransmith@amd.com>

08f8a562

[MoE-FP8-modelopt] Add FlashInfer alignment padding for intermediate dimensions (#29748) · 13618626

danielafrimi authored Dec 12, 2025


Signed-off-by: Daniel Afrimi <dafrimi@pool0-00589.cm.cluster>
Signed-off-by: dafrimi <dafrimi@nvidia.com>
Co-authored-by: Daniel Afrimi <dafrimi@pool0-00589.cm.cluster>
Co-authored-by: Tyler Michael Smith <tyler@neuralmagic.com>

13618626

[Perf] Set split_k to 1 for triton_kernels (#30528) · 1f19d8f8
Xin Yang authored Dec 12, 2025
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Signed-off-by: Xin Yang <xyangx@amazon.com>
```
1f19d8f8
[ROCm] Enable Triton ScaledMM fallback + kernel selection fix (#26668) · cd7740ac
shivampr authored Dec 12, 2025
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Signed-off-by: Shivam <shivampr.dev@gmail.com>
Signed-off-by: Shivam <shivamprasad91@gmail.com>
```
cd7740ac

fix(gguf): Disable bfloat16 for GGUF on blackwell device (#30408) · dc13c99e

Christina Norman authored Dec 12, 2025


Signed-off-by: Christina <truffle@gmail.com>
Signed-off-by: Isotr0py <2037008807@qq.com>
Signed-off-by: Christina Norman <christina@example.com>
Co-authored-by: Isotr0py <isotr0py@users.noreply.github.com>
Co-authored-by: Isotr0py <2037008807@qq.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>

dc13c99e

[Attention] Use sparse prefill kernel for fp8 kv-cache in DeepSeek-v3.2 (#27532) · 3e41992f
Lucas Wilkinson authored Dec 12, 2025
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Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
```
3e41992f
gptq marlin quantization support for fused moe with lora (#30254) · 6a6fc41c
Bhanu Prakash Voutharoja authored Dec 12, 2025
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Signed-off-by: Bhanu068 <voutharoja.bhanu06@gmail.com>
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6a6fc41c
[fix] fix SM check for Flashinfer TRTLLM MOE (#30314) · 0ab23c2b
jiahanc authored Dec 11, 2025
```
Signed-off-by: jiahanc <173873397+jiahanc@users.noreply.github.com>
```
0ab23c2b

11 Dec, 2025 4 commits
- [EPLB] Support EPLB w/ NVFP4 (#29804) · a00d8897
  Andrew Briand authored Dec 11, 2025
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Signed-off-by: Andrew Briand <abriand@nvidia.com>
Co-authored-by: Andrew Briand <abriand@nvidia.com>
```
  a00d8897
- [Perf] Optimize deepgemm experts initialization, 3.9% TTFT improvement (#30494) · c817b141
  Wentao Ye authored Dec 11, 2025
```
Signed-off-by: yewentao256 <zhyanwentao@126.com>
Co-authored-by: li-jinpeng <3332126450@qq.com>
Co-authored-by: youkaichao <youkaichao@gmail.com>
```
  c817b141
- Standardise `get_rope` to use `rope_parameters["partial_rotary_factor"]`, not `rotary_dim` (#30389) · cf3eacfe
  Harry Mellor authored Dec 11, 2025
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Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
```
  cf3eacfe
- [Feature] AWQ marlin quantization support for fused moe with lora (#30442) · 0e71eaa6
  汪志鹏 authored Dec 12, 2025
```
Signed-off-by: princepride <wangzhipeng628@gmail.com>
```
  0e71eaa6