Commits · 425eb81e367d7960cfc41fae93fdc436fb61dca0 · OpenDAS / vllm_cscc

11 Feb, 2026 1 commit
- 接入channel、block triton 及channel-wise marlin · 7771c0ac
  SAC_fanth authored Feb 11, 2026
  
  7771c0ac
10 Feb, 2026 2 commits
- feat：适配Blaslt Channelwise gemm · 0636f239
  lixh6 authored Feb 10, 2026
  
  0636f239
- feat: implement FP8 blockwise GEMM with hipblaslt · 8510c10c
  lixh authored Feb 09, 2026
  
  8510c10c
09 Feb, 2026 1 commit
- feat: w4a8 · 7b2122d9
  jujl1 authored Feb 08, 2026
  
  7b2122d9
08 Feb, 2026 1 commit
- [feat]适配w8a8 deepep,接入lightop版deepgemm · 289f98c6
  王敏 authored Feb 08, 2026
  
  289f98c6
06 Feb, 2026 4 commits
- fix nn_moe run error · 4a4fb3de
  zhuwenwen authored Feb 06, 2026
  
  4a4fb3de
- [feat]W8A8适配deepseek以及mtp · 530e785f
  zhuwenwen authored Feb 06, 2026
  
  530e785f
- [feat]W8A8适配deepseek以及mtp · ee58c1bf
  王敏 authored Feb 06, 2026
  
  ee58c1bf
- 修复awq/w4a16的triton支持，以及fuse_moe的接口对齐，以及awq_moe_marlin推理的相关bug，并解决awq/w4a16的精度问题 · d7db129a
  zhuwenwen authored Feb 06, 2026
  
  d7db129a
05 Feb, 2026 1 commit
- sync v0.15.1(ex fused_moe&models) · 899a2db4
  zhuwenwen authored Feb 05, 2026
  
  899a2db4
04 Feb, 2026 2 commits
- skip AiterInt8ScaledMMLinearKernel · 4599e05f
  zhuwenwen authored Feb 04, 2026
  
  4599e05f
- cherry pick · 7d98f09b
  Michael Goin authored Feb 03, 2026
```
Signed-off-by: Robert Shaw <rshaw@neuralmagic.com>
```
  7d98f09b
03 Feb, 2026 1 commit

[Release] Fix format and cherry-pick (#33618) · 31a64c63

Zhewen Li authored Feb 02, 2026


Signed-off-by: zhewenli <zhewen@inferact.ai>
Co-authored-by: zhewenli <zhewen@inferact.ai>

31a64c63

02 Feb, 2026 2 commits
- fix: Add SM120 (RTX Blackwell) support for FlashInfer CUTLASS NVFP4 MoE kernels (#33417) · 15ebd0ce
  René Honig authored Jan 31, 2026
```
Signed-off-by: mgoin <mgoin64@gmail.com>
Co-authored-by: mgoin <mgoin64@gmail.com>
(cherry picked from commit 07978117)
```
  15ebd0ce
- [Bugfix][ROCm] Fixing the skinny gemm dispatch logic from #32831 (#33366) · 5f45b0b7
  Gregory Shtrasberg authored Jan 30, 2026
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Signed-off-by: Gregory Shtrasberg <Gregory.Shtrasberg@amd.com>
(cherry picked from commit 31aedfe7)
```
  5f45b0b7
28 Jan, 2026 2 commits
- 修复vit attn的导入问题，以及w4a16的gptq的接口问题 · ae59e10f
  zhuwenwen authored Jan 28, 2026
  
  ae59e10f
- 修复了awq的shape的bug，以及兼容了lmslim注册导入的的情况 · 2d8b3257
  zhuwenwen authored Jan 28, 2026
  
  2d8b3257
27 Jan, 2026 1 commit

[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

26 Jan, 2026 2 commits
- [Bugfix][MXFP4] Call `trtllm_fp4_block_scale_moe` with kwargs (#33104) · 8caffd92
  Pengchao Wang authored Jan 26, 2026
```
Signed-off-by: Pengchao Wang <wpc@fb.com>
```
  8caffd92
- [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
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>
```
  fcb9df99
23 Jan, 2026 5 commits
- [Bugfix] Fix missing is_layer_skipped check for FusedMoE in AWQConfig (#32935) · ebd0a17e
  joninco authored Jan 23, 2026
```
Signed-off-by: jon <joninco@bullpoint.org>
```
  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>
```
  37c9859f
- [Refactor] Rename `gptq_marlin` to `marlin` to match MoE (#32952) · 4561f139
  Michael Goin authored Jan 23, 2026
```
Signed-off-by: mgoin <mgoin64@gmail.com>
```
  4561f139
- [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>
```
  90c20079
- [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
```
Signed-off-by: Bill Nell <bnell@redhat.com>
```
  dc917cce
- [Perf] Create TMA-aligned input scale tensor for DeepGemm on Hopper (#32619) · d08b356e
  Xin Yang authored Jan 22, 2026
```
Signed-off-by: Xin Yang <xyangx@amazon.com>
```
  d08b356e
- Add llmcompressor fp8 kv-cache quant (per-tensor and per-attn_head) (#30141) · 44f08af3
  Eldar Kurtić authored Jan 22, 2026
```
Signed-off-by: Eldar Kurtic <8884008+eldarkurtic@users.noreply.github.com>
Signed-off-by: eldarkurtic <8884008+eldarkurtic@users.noreply.github.com>
```
  44f08af3
- [Bugfix][Attention] Explicitly report support for kv_cache_dtype bfloat16 (#32795) · 955b43a5
  Matthew Bonanni authored Jan 22, 2026
```
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
```
  955b43a5
21 Jan, 2026 5 commits
- 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>
```
  808d6fd7
- [Quantization][Deprecation] Remove RTN (#32697) · 4e31b7f2
  Robert Shaw authored Jan 21, 2026
```
Signed-off-by: Robert Shaw <robshaw@redhat.com>
Co-authored-by: Robert Shaw <robshaw@redhat.com>
```
  4e31b7f2
- [Quantization][Deprecation] Deprecate HQQ (#32681) · 85f55c94
  Robert Shaw authored Jan 21, 2026
```
Signed-off-by: Robert Shaw <robshaw@redhat.com>
Co-authored-by: Robert Shaw <robshaw@redhat.com>
```
  85f55c94
- [Quantization][Deprecation] Remove `DeepSpeedFp8` (#32679) · cea3c754
  Robert Shaw authored Jan 21, 2026
```
Signed-off-by: Robert Shaw <robshaw@redhat.com>
Co-authored-by: Robert Shaw <robshaw@redhat.com>
```
  cea3c754
- [MoE Refactor] Oracle Select FP8+NVFP4 Kernels In Priority (#32414) · 42135d68
  Robert Shaw authored Jan 21, 2026
  
  42135d68
20 Jan, 2026 3 commits
- fp8 online quant: split out Fp8OnlineLinearMethod (#32189) · d2389c12
  Vasiliy Kuznetsov authored Jan 20, 2026
  
  d2389c12
- [Bugfix] Suppress log on non-ROCm platform (#32703) · 9b67338b
  TJian authored Jan 21, 2026
```
Signed-off-by: tjtanaa <tunjian.tan@embeddedllm.com>
```
  9b67338b
- [Refactor] Make FP8 Linear Ops use kernel abstraction (#27814) · 148117ea
  vllmellm authored Jan 20, 2026
```
Signed-off-by: vllmellm <vllm.ellm@embeddedllm.com>
```
  148117ea
19 Jan, 2026 1 commit

[BugFix] Fix TRT-LLM NVFP4 DP/EP (#32349) · 73503317

jiahanc authored Jan 19, 2026


Signed-off-by: jiahanc <173873397+jiahanc@users.noreply.github.com>
Signed-off-by: Robert Shaw <robshaw@redhat.com>
Co-authored-by: Robert Shaw <robshaw@redhat.com>

73503317

18 Jan, 2026 1 commit
- [MoE Refactor] Separate Router into OO Classes (#30623) · 327a02d8
  bnellnm authored Jan 18, 2026
```
Signed-off-by: Bill Nell <bnell@redhat.com>
```
  327a02d8