Commits · b95cc5014dc7b260e5c70ae33d1b30c54d11306d · OpenDAS / vllm_cscc

03 Feb, 2026 1 commit
- [Misc] Remove deprecated VLLM_ALL2ALL_BACKEND environment variable (#33535) · b95cc501
  杨朱 · Kiki authored Feb 03, 2026
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Signed-off-by: carlory <baofa.fan@daocloud.io>
Co-authored-by: Claude Opus 4.5 <noreply@anthropic.com>
```
  b95cc501
02 Feb, 2026 2 commits

[MoE] Enable Shared/Routed Overlap For Latent MoE (Nemotron-H) (#32790) · 0aca8b8c
danielafrimi authored Feb 02, 2026
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Signed-off-by: dafrimi <dafrimi@nvidia.com>
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0aca8b8c

[Models] Step-3.5-Flash (#33523) · c3b40dc3

csy0225 authored Feb 02, 2026


Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
Co-authored-by: i-zhangmingming <i-zhangmingming@stepfun.com>
Co-authored-by: xiewuxun <xiewuxun@stepfun.com>
Co-authored-by: zetaohong <i-hongzetao@stepfun.com>
Co-authored-by: Jee Jee Li <pandaleefree@gmail.com>

c3b40dc3

31 Jan, 2026 6 commits
- [Misc] Fix flashinfer related tests (#33462) · 63c08894
  Roy Wang authored Feb 01, 2026
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Signed-off-by: esmeetu <jasonailu87@gmail.com>
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  63c08894
- [Kernel] [Helion] [3/N] Helion kernel registry (#33203) · d5c41db3
  Yanan Cao authored Jan 30, 2026
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Signed-off-by: Yanan Cao <gmagogsfm@gmail.com>
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  d5c41db3
- Add support for Mistral Large 3 inference with Flashinfer MoE (#33174) · f0bca83e
  Dimitrios Bariamis authored Jan 31, 2026
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Signed-off-by: Dimitrios Bariamis <12195802+dbari@users.noreply.github.com>
Co-authored-by: Dimitrios Bariamis <12195802+dbari@users.noreply.github.com>
Co-authored-by: Cyrus Leung <tlleungac@connect.ust.hk>
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  f0bca83e
- [Kernel] [Helion] [2/N] Helion kernel wrapper (#32964) · 8ecd213c
  Yanan Cao authored Jan 30, 2026
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Signed-off-by: Yanan Cao <gmagogsfm@gmail.com>
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  8ecd213c
- [Bugfix][ROCm] Fixing the skinny gemm dispatch logic from #32831 (#33366) · 31aedfe7
  Gregory Shtrasberg authored Jan 30, 2026
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Signed-off-by: Gregory Shtrasberg <Gregory.Shtrasberg@amd.com>
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  31aedfe7
- Refactor NVFP4 Linear utils for ModelOpt and CT (#33201) · 67ebaff5
  Michael Goin authored Jan 30, 2026
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Signed-off-by: mgoin <mgoin64@gmail.com>
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  67ebaff5
30 Jan, 2026 3 commits
- [Hardware][SM100] Add TRTLLM Kernel for INT4 W4A16 Kernel. (#32437) · c3a9752b
  Pavani Majety authored Jan 30, 2026
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Signed-off-by: Pavani Majety <pmajety@nvidia.com>
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  c3a9752b
- [Kernel] [Helion] [1/N] Add Helion ConfigManager (#32740) · 6c1f9e4c
  Yanan Cao authored Jan 30, 2026
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Signed-off-by: Yanan Cao <gmagogsfm@gmail.com>
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  6c1f9e4c
- Fix `test_moe.py` for Transformers v5 (#33413) · a11bc12d
  Harry Mellor authored Jan 30, 2026
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Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
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  a11bc12d
28 Jan, 2026 1 commit

[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

27 Jan, 2026 3 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
[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

[MoE Refactor] Integrate Naive Prepare Finalize into MK (#32567) · 5a93b916

Robert Shaw authored Jan 26, 2026


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

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 1 commit
- [Tests] Standardize RNG seed utility across test files (#32982) · 0ccecf88
  7. Sun authored Jan 24, 2026
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Signed-off-by: 7. Sun <jhao.sun@gmail.com>
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  0ccecf88
23 Jan, 2026 5 commits
- [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
- [Hardware][AMD][CI][Bugfix] Fix Kernels Attention Cache test (#32904) · 305e53ad
  Matt authored Jan 23, 2026
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Signed-off-by: Matthew Wong <Matthew.Wong2@amd.com>
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  305e53ad
- [CPU Backend][BugFix] Fix failing CPU MoE test (#32876) · aac0b817
  Fadi Arafeh authored Jan 23, 2026
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Signed-off-by: Fadi Arafeh <fadi.arafeh@arm.com>
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  aac0b817
- [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
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[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 6 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
- [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
- [torch.compile] Improve Cold Start for MoEs (#32805) · 654a71fc
  Richard Zou authored Jan 22, 2026
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Signed-off-by: Richard Zou <zou3519@gmail.com>
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  654a71fc
- OffloadingConnector: Support kernel_block_size != block_size (#30692) · 421012b6
  Or Ozeri authored Jan 22, 2026
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Signed-off-by: Or Ozeri <oro@il.ibm.com>
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  421012b6
- [AMD][ROCm] MoRI EP: a high-performance all2all backend (#28664) · 49a12622
  Alex Sun authored Jan 22, 2026
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Signed-off-by: Alex Sun <alex.s@amd.com>
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  49a12622
21 Jan, 2026 6 commits
- [Kernel] Add topk_sigmoid kernel (#31246) · 63227acc
  Xin Yang authored Jan 21, 2026
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Signed-off-by: Xin Yang <xyangx@amazon.com>
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  63227acc
- Bump Flashinfer to v0.6.1 (#30993) · 808d6fd7
  elvischenv authored Jan 22, 2026
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Signed-off-by: elvischenv <219235043+elvischenv@users.noreply.github.com>
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  808d6fd7
- [PluggableLayer][1/N] Define PluggableLayer (Fix ci) (#32744) · 1861ae8a
  whx authored Jan 22, 2026
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Signed-off-by: whx-sjtu <2952154980@qq.com>
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  1861ae8a
- [Quantization][Deprecation] Deprecate HQQ (#32681) · 85f55c94
  Robert Shaw authored Jan 21, 2026
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Signed-off-by: Robert Shaw <robshaw@redhat.com>
Co-authored-by: Robert Shaw <robshaw@redhat.com>
```
  85f55c94
- [MoE Refactor] Oracle Select FP8+NVFP4 Kernels In Priority (#32414) · 42135d68
  Robert Shaw authored Jan 21, 2026
  
  42135d68
- Update FlashMLA (#32491) · b4f64e5b
  Lucas Wilkinson authored Jan 20, 2026
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Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
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  b4f64e5b
20 Jan, 2026 2 commits
- [Bugfix] Fix Off-by-one error in _num_tokens_to_min_blocks calculation (#32603) · 7901109e
  linhaifeng authored Jan 21, 2026
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Signed-off-by: linhaifeng <1371675203@qq.com>
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  7901109e
- [Refactor] Make FP8 Linear Ops use kernel abstraction (#27814) · 148117ea
  vllmellm authored Jan 20, 2026
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Signed-off-by: vllmellm <vllm.ellm@embeddedllm.com>
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  148117ea
19 Jan, 2026 2 commits
- [CI] Add Helion as an optional dependency (#32482) · 9d1e611f
  Yanan Cao authored Jan 19, 2026
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Signed-off-by: Yanan Cao <gmagogsfm@gmail.com>
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  9d1e611f
- [CI][Hardware][AMD] Fix test_rotary_embedding_mla_cache_fused (#32408) · 11bbf86f
  Matt authored Jan 19, 2026
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Signed-off-by: Matthew Wong <Matthew.Wong2@amd.com>
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  11bbf86f
18 Jan, 2026 1 commit
- [MoE Refactor] Separate Router into OO Classes (#30623) · 327a02d8
  bnellnm authored Jan 18, 2026
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Signed-off-by: Bill Nell <bnell@redhat.com>
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  327a02d8