Commits · 08b1195e6250820c4d44875bf61822e846e9ae28 · OpenDAS / vllm_cscc

"vscode:/vscode.git/clone" did not exist on "0f35429a0c4b2fd1b6b64e4af042f51afa2ba4a9"

29 Jan, 2026 4 commits
- [PluggableLayer][2/N] Apply PluggableLayer to linear layers (#33152) · 08b1195e
  whx authored Jan 29, 2026
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Signed-off-by: whx-sjtu <2952154980@qq.com>
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  08b1195e
- [Doc]: fixing multiple typos in diverse files (#33256) · 31b25f65
  Didier Durand authored Jan 29, 2026
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Signed-off-by: Didier Durand <durand.didier@gmail.com>
Signed-off-by: Didier Durand <2927957+didier-durand@users.noreply.github.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
```
  31b25f65
- [ez] Delete more torch version checks <= 2.8 (#33288) · 07ea184f
  Angela Yi authored Jan 28, 2026
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Signed-off-by: angelayi <yiangela7@gmail.com>
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  07ea184f
- [UX] Remove noisy CT UnquantizedLinearMethod warn (#33273) · 141cd439
  Michael Goin authored Jan 28, 2026
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Signed-off-by: mgoin <mgoin64@gmail.com>
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  141cd439
28 Jan, 2026 6 commits

[ez] Remove checks for torch version <= 2.8 (#33209) · 4197168e
Angela Yi authored Jan 28, 2026
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Signed-off-by: angelayi <yiangela7@gmail.com>
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4197168e
Use aiter triton fused_add_rmsnorm_pad for gpt-oss (#30976) · 59bcc5b6
Rohan Potdar authored Jan 28, 2026
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Signed-off-by: Rohan138 <rohanpotdar138@gmail.com>
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59bcc5b6

[Quantization][Deprecation] Remove Marlin 24 (#32688) · af9b69f9

Robert Shaw authored Jan 28, 2026


Signed-off-by: Robert Shaw <robshaw@redhat.com>
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Co-authored-by: Robert Shaw <robshaw@redhat.com>
Co-authored-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>

af9b69f9

[Quantization][Deprecation] Remove BitBlas (#32683) · 247d1a32

Robert Shaw authored Jan 28, 2026


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

247d1a32

[CI] Enable mypy import following for `vllm/compilation` (#33199) · f1acbd68
Harry Mellor authored Jan 28, 2026
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Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
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f1acbd68
Add flake8-implicit-str-concat rules to Ruff (#33191) · 2eb673a0
Harry Mellor authored Jan 28, 2026
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Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
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2eb673a0

27 Jan, 2026 6 commits
- [torch.compile] Speed up MOE handling in forward_context (#33184) · d9aa39a3
  Richard Zou authored Jan 27, 2026
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Signed-off-by: Richard Zou <zou3519@gmail.com>
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  d9aa39a3
- [Attention] Use `has_flashinfer` helper (#33177) · 1cbccb6d
  Matthew Bonanni authored Jan 27, 2026
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Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
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  1cbccb6d
- Support compress-tensors with nvfp4 or fp8 weights and modelopt with nvfp4... · 66e601ef
  IriKa authored Jan 28, 2026
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Support compress-tensors with nvfp4 or fp8 weights and modelopt with nvfp4 weights on Turing (#33076)
Signed-off-by: IriKa Qiu <qiujie.jq@gmail.com>
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  66e601ef
- [5/N][Attention] Finish eliminating `vllm/attention` folder (#32064) · a608b4c6
  Matthew Bonanni authored Jan 27, 2026
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Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
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  a608b4c6
- [AMD][QWEN3-NEXT] FP8 Tunings (#32042) · da8d0c44
  Lifan Shen authored Jan 27, 2026
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Signed-off-by: Lifan Shen <lifans@meta.com>
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  da8d0c44
- [MoE Refactor] Integrate Naive Prepare Finalize into MK (#32567) · 5a93b916
  Robert Shaw authored Jan 26, 2026
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Signed-off-by: Robert Shaw <robshaw@redhat.com>
Signed-off-by: Amir Klein <203507526+amirkl94@users.noreply.github.com>
Co-authored-by: Robert Shaw <robshaw@redhat.com>
Co-authored-by: amirkl94 <203507526+amirkl94@users.noreply.github.com>
```
  5a93b916
26 Jan, 2026 6 commits

[Bugfix][TPU] Return a Default fp8 MoE Backend (#32908) · 510ed1e8

XiongfeiWei authored Jan 26, 2026


Signed-off-by: Xiongfei Wei <isaacwxf23@gmail.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>

510ed1e8

[Bugfix][MXFP4] Call `trtllm_fp4_block_scale_moe` with kwargs (#33104) · 8caffd92
Pengchao Wang authored Jan 26, 2026
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Signed-off-by: Pengchao Wang <wpc@fb.com>
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8caffd92
[Refactor] Remove unused `_moe_permute` function (#33108) · 8f987883
Wentao Ye authored Jan 26, 2026
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Signed-off-by: yewentao256 <zhyanwentao@126.com>
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8f987883

[Bugfix] Fix Dtypes for Pynccl Wrapper (#33030) · 43a013c3

Robert Shaw authored Jan 26, 2026


Signed-off-by: Robert Shaw <robshaw@redhat.com>
Co-authored-by: Robert Shaw <robshaw@redhat.com>

43a013c3

[FIX] Always support TP > 4 for FP4 Gemm (#31099) · 67fe677c

danielafrimi authored Jan 26, 2026


Signed-off-by: dafrimi <dafrimi@nvidia.com>
Co-authored-by: root <root@gpu-51.slurm-workers-slurm.slurm.svc.cluster.local>

67fe677c

[Performance] Tune Mamba selective scan kernel for B200 (#32873) · f4a0921c

danisereb authored Jan 26, 2026


Signed-off-by: Daniel Serebrenik <daserebrenik@nvidia.com>
Co-authored-by: Robert Shaw <114415538+robertgshaw2-redhat@users.noreply.github.com>

f4a0921c

25 Jan, 2026 1 commit
- [Perf][Kernel] Optimize FP4 quantization kernels (SM100F) (#32520) · fcb9df99
  Roberto L. Castro authored Jan 25, 2026
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Signed-off-by: LopezCastroRoberto <rocastro@redhat.com>
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  fcb9df99
24 Jan, 2026 3 commits

[MLA] Fuse cat and qaunt for fp8 kv-cache (#32950) · da5e7b12
Lucas Wilkinson authored Jan 24, 2026
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Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
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da5e7b12
[Models]: Make Multimodal config implicit in ViT implementation (#31972) · 9ad7f89f
Isotr0py authored Jan 24, 2026
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Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
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9ad7f89f

[Performance] Split FlashAttn attention and cache update (#25954) · a28b94e6

ElizaWszola authored Jan 24, 2026


Signed-off-by: ElizaWszola <ewszola@redhat.com>
Signed-off-by: mgoin <mgoin64@gmail.com>
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
Signed-off-by: Luka Govedič <luka.govedic@gmail.com>
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
Signed-off-by: Luka Govedič <ProExpertProg@users.noreply.github.com>
Signed-off-by: Luka Govedič <lgovedic@redhat.com>
Co-authored-by: mgoin <mgoin64@gmail.com>
Co-authored-by: Varun Sundar Rabindranath <varunsundar08@gmail.com>
Co-authored-by: Matthew Bonanni <mbonanni@redhat.com>
Co-authored-by: Luka Govedič <ProExpertProg@users.noreply.github.com>
Co-authored-by: Luka Govedič <luka.govedic@gmail.com>
Co-authored-by: Lucas Wilkinson <lwilkins@redhat.com>
Co-authored-by: Luka Govedič <lgovedic@redhat.com>

a28b94e6

23 Jan, 2026 10 commits

[Bugfix] Fix missing is_layer_skipped check for FusedMoE in AWQConfig (#32935) · ebd0a17e
joninco authored Jan 23, 2026
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Signed-off-by: jon <joninco@bullpoint.org>
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ebd0a17e
[Refactor] Clean up unused variables & func (#32692) · 37c9859f
Wentao Ye authored Jan 23, 2026
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Signed-off-by: yewentao256 <zhyanwentao@126.com>
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37c9859f
[Refactor] Rename `gptq_marlin` to `marlin` to match MoE (#32952) · 4561f139
Michael Goin authored Jan 23, 2026
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Signed-off-by: mgoin <mgoin64@gmail.com>
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4561f139

fix: Add glm4_moe_lite to MLA detection (#32614) · 586a57ad

Markus / Mark authored Jan 23, 2026


Signed-off-by: marksverdhei <marksverdhei@hotmail.com>
Signed-off-by: Markus / Mark <46672778+marksverdhei@users.noreply.github.com>
Signed-off-by: mgoin <mgoin64@gmail.com>
Co-authored-by: Claude Opus 4.5 <noreply@anthropic.com>
Co-authored-by: mgoin <mgoin64@gmail.com>

586a57ad

[V1][Hybrid] Mamba Prefix Caching with align mode (#30877) · 5206e5e2

Harry Huang authored Jan 24, 2026


Signed-off-by: huanghaoyan.hhy <huanghaoyan.hhy@alibaba-inc.com>
Signed-off-by: Chen Zhang <zhangch99@outlook.com>
Co-authored-by: Chen Zhang <zhangch99@outlook.com>

5206e5e2

[Bugfix] Disable tma_aligned_scales in test_fusions_e2e (#32916) · 90c20079
Xin Yang authored Jan 23, 2026
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Signed-off-by: Xin Yang <xyangx@amazon.com>
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90c20079

[CI/Build][CPU] Fix failed pooling tests and macos smoke test (#32907) · 5da4c7d7

Li, Jiang authored Jan 23, 2026

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>

5da4c7d7

[CI][Models] Add VLM Support for Sequence Classification Conversion (#32885) · a8eb1182
Andreas Karatzas authored Jan 23, 2026
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Signed-off-by: Andreas Karatzas <akaratza@amd.com>
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a8eb1182
[Bugfix] Fix _CPU_MOE_ACT AssertionError when vLLM config not set (#32777) · fa6e599a
Karan Bansal authored Jan 23, 2026
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Signed-off-by: Karan Bansal <karanb192@gmail.com>
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fa6e599a

[torch.compile] Compile `CustomOp.forward_native` for `SiluAndMul` and... · 5e4e0e51

Luka Govedič authored Jan 22, 2026


[torch.compile] Compile `CustomOp.forward_native` for `SiluAndMul` and `QuantFP8` to avoid raw torch ops inside opaque custom ops (#32806)
Signed-off-by: Luka Govedič <lgovedic@redhat.com>
Signed-off-by: Luka Govedič <ProExpertProg@users.noreply.github.com>
Co-authored-by: Michael Goin <mgoin64@gmail.com>

5e4e0e51

22 Jan, 2026 4 commits
- [MoE Refactor] Move `select_experts` from `FusedMoEQuantMethod` -> `FusedMoE` (#31996) · dc917cce
  bnellnm authored Jan 22, 2026
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Signed-off-by: Bill Nell <bnell@redhat.com>
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  dc917cce
- [BugFix] Fix invalid flashinfer_fused_moe_blockscale_fp8 op registration (#32855) · fc56f4a0
  Fadi Arafeh authored Jan 22, 2026
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Signed-off-by: Fadi Arafeh <fadi.arafeh@arm.com>
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  fc56f4a0
- [Perf] Create TMA-aligned input scale tensor for DeepGemm on Hopper (#32619) · d08b356e
  Xin Yang authored Jan 22, 2026
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Signed-off-by: Xin Yang <xyangx@amazon.com>
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  d08b356e
- Add llmcompressor fp8 kv-cache quant (per-tensor and per-attn_head) (#30141) · 44f08af3
  Eldar Kurtić authored Jan 22, 2026
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Signed-off-by: Eldar Kurtic <8884008+eldarkurtic@users.noreply.github.com>
Signed-off-by: eldarkurtic <8884008+eldarkurtic@users.noreply.github.com>
```
  44f08af3