Commits · bb3afd680ac7035d960e5ae13792d506c2485a80 · OpenDAS / vllm_cscc

20 Jan, 2026 1 commit
- feat: Support w8a8-fp8 GEMM backend. · 900f4720
  wanglong3 authored Jan 17, 2026
  
  900f4720
12 Jan, 2026 1 commit
- 适配block和channel fp8 · db23fcac
  SAC_fanth authored Jan 12, 2026
  
  db23fcac
04 Jul, 2025 2 commits
- [feat]: CUTLASS block scaled group gemm for SM100 (#19757) · 3d184b95
  Duncan Moss authored Jul 04, 2025
```
Signed-off-by: Duncan Moss <djm.moss@gmail.com>
Co-authored-by: Duncan Moss <dmoss@nvidia.com>
```
  3d184b95
- Support Llama 4 for fused_marlin_moe (#20457) · 0e3fe896
  Michael Goin authored Jul 04, 2025
```
Signed-off-by: mgoin <mgoin64@gmail.com>
```
  0e3fe896
03 Jul, 2025 2 commits
- [Kernel] Enable fp8 support for pplx and BatchedTritonExperts. (#18864) · 78fe7753
  bnellnm authored Jul 03, 2025
```
Signed-off-by: Bill Nell <bnell@redhat.com>
```
  78fe7753
- [Bugfix] Fix import of CutlassExpertsFp8 in compressed_tensors_moe.py (#20381) · 2e25bb12
  bnellnm authored Jul 02, 2025
```
Signed-off-by: Bill Nell <bnell@redhat.com>
```
  2e25bb12
02 Jul, 2025 1 commit

[Kernels] MoE refactor (#19636) · c1909e7e

bnellnm authored Jul 02, 2025


Signed-off-by: Bill Nell <bnell@redhat.com>
Signed-off-by: ElizaWszola <ewszola@redhat.com>
Co-authored-by: ElizaWszola <ewszola@redhat.com>

c1909e7e

01 Jul, 2025 2 commits
- [V1] [ROCm] Enable EP with AITER Fused MoE (#20270) · 02cabff2
  TJian authored Jul 01, 2025
```
Signed-off-by: tjtanaa <tunjian.tan@embeddedllm.com>
```
  02cabff2
- [Quant] [Bugfix] Fix quantization config matching with `hf_to_vllm_mapper` (#20046) · 9025a9a7
  Kyle Sayers authored Jul 01, 2025
  
  9025a9a7
28 Jun, 2025 1 commit

[Refactor] Create a function util and cache the results for `has_deepgemm`,... · 4d366936

Wentao Ye authored Jun 28, 2025


[Refactor] Create a function util and cache the results for `has_deepgemm`, `has_deepep`, `has_pplx` (#20187)
Signed-off-by: yewentao256 <zhyanwentao@126.com>

4d366936

26 Jun, 2025 1 commit
- [Feature] Expert Parallelism Load Balancer (EPLB) (#18343) · e9fd658a
  Bowen Wang authored Jun 26, 2025
```
Signed-off-by: Bowen Wang <abmfy@icloud.com>
```
  e9fd658a
11 Jun, 2025 1 commit
- [Kernel] Support deep_gemm for linear methods (#19085) · b8e809a0
  artetaout authored Jun 11, 2025
```
Signed-off-by: artetaout <lulala341@gmail.com>
```
  b8e809a0
07 Jun, 2025 1 commit

[Kernel] Integrate CUTLASS MoE kernel with PPLX (#18762) · 84166fee

ElizaWszola authored Jun 07, 2025


Signed-off-by: ElizaWszola <ewszola@redhat.com>
Signed-off-by: Tyler Michael Smith <tyler@neuralmagic.com>
Co-authored-by: Tyler Michael Smith <tyler@neuralmagic.com>

84166fee

04 Jun, 2025 1 commit
- [Kernel] Integrate batched/masked deepgemm kernel (#19111) · c3fd4d66
  Varun Sundar Rabindranath authored Jun 04, 2025
```
Signed-off-by: Varun <vsundarr@redhat.com>
Co-authored-by: Varun <vsundarr@redhat.com>
```
  c3fd4d66
03 Jun, 2025 2 commits
- [Kernel] DeepEP dispatch-combine kernel integration (#18434) · fa98d777
  Varun Sundar Rabindranath authored Jun 03, 2025
```
Signed-off-by: Varun <vsundarr@redhat.com>
Co-authored-by: Varun Sundar Rabindranath <vsundarr@redhat.com>
```
  fa98d777
- [Misc] Add SPDX-FileCopyrightText (#19100) · 02f0c7b2
  Simon Mo authored Jun 03, 2025
```
Signed-off-by: simon-mo <simon.mo@hey.com>
```
  02f0c7b2
27 May, 2025 1 commit
- [FEAT] [ROCm] Upgrade AITER Fused MoE kernels. (#18271) · d260f799
  vllmellm authored May 27, 2025
```
Signed-off-by: vllmellm <vllm.ellm@embeddedllm.com>
```
  d260f799
25 May, 2025 1 commit
- [Misc] Reduce logs on startup (#18649) · 503f8487
  Cyrus Leung authored May 25, 2025
```
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
```
  503f8487
23 May, 2025 1 commit
- Refactor pplx init logic to make it modular (prepare for deepep) (#18200) · 6a7988c5
  youkaichao authored May 23, 2025
```
Signed-off-by: youkaichao <youkaichao@gmail.com>
```
  6a7988c5
14 May, 2025 4 commits
- Modularize fused experts and integrate PPLX kernels (#15956) · f9c069c8
  bnellnm authored May 14, 2025
  
  f9c069c8
- [FEAT] [ROCm]: Add AITER CK 2 Stages MoE support (#17110) · 612c2edb
  TJian authored May 14, 2025
```
Signed-off-by: tjtanaa <tunjian.tan@embeddedllm.com>
Co-authored-by: Gregory Shtrasberg <Gregory.Shtrasberg@amd.com>
```
  612c2edb
- [Bugfix] Fix FP8 Marlin MoE and enable for compressed-tensors models (#18026) · 9a2a6357
  Michael Goin authored May 13, 2025
```
Signed-off-by: mgoin <mgoin64@gmail.com>
```
  9a2a6357
- [FEAT] [ROCm]: Add AITER Block-Scaled GEMM Feature (#14968) · 40de1ef4
  vllmellm authored May 14, 2025
```
Signed-off-by: vllmellm <vllm.ellm@embeddedllm.com>
Signed-off-by: tjtanaa <tunjian.tan@embeddedllm.com>
Co-authored-by: tjtanaa <tunjian.tan@embeddedllm.com>
```
  40de1ef4
13 May, 2025 1 commit
- Update deprecated type hinting in `model_executor/layers` (#18056) · 6223dd81
  Harry Mellor authored May 13, 2025
```
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
```
  6223dd81
05 May, 2025 1 commit
- [Kernel] some optimizations for dense marlin and moe marlin (#16850) · 1d0c9d6b
  Jinzhen Lin authored May 06, 2025
```
Signed-off-by: Jinzhen Lin <linjinzhen@hotmail.com>
```
  1d0c9d6b
30 Apr, 2025 1 commit
- Improve configs - `ModelConfig` (#17130) · 13698db6
  Harry Mellor authored Apr 30, 2025
```
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
```
  13698db6
25 Apr, 2025 1 commit

[Quantization][FP8] Add support for FP8 models with input_scale for output... · a41351f3

rasmith authored Apr 25, 2025


[Quantization][FP8] Add support for FP8 models with input_scale for output projection and QK quantization (#15734)
Signed-off-by: Randall Smith <Randall.Smith@amd.com>
Signed-off-by: Luka Govedič <lgovedic@redhat.com>
Co-authored-by: Luka Govedič <lgovedic@redhat.com>

a41351f3

22 Apr, 2025 1 commit

[ROCm] Add aiter tkw1 kernel for Llama4 fp8 (#16727) · 5b794cae

kliuae authored Apr 22, 2025


Signed-off-by: kliuae <kuanfu.liu@embeddedllm.com>
Signed-off-by: tjtanaa <tunjian.tan@embeddedllm.com>
Co-authored-by: tjtanaa <tunjian.tan@embeddedllm.com>
Co-authored-by: vllmellm <vllm.ellm@embeddedllm.com>

5b794cae

08 Apr, 2025 2 commits
- [Bugfix] Handle `process_weights_after_loading` for `QKVCrossParallelLinear` (#15328) · 40b4284f
  Isotr0py authored Apr 09, 2025
```
Signed-off-by: Isotr0py <2037008807@qq.com>
```
  40b4284f
- [ROCm][Bugfix][FP8] Make fp8 quant respect fused modules mapping (#16031) · 21802c4b
  Michael Goin authored Apr 07, 2025
```
Signed-off-by: mgoin <michael@neuralmagic.com>
```
  21802c4b
07 Apr, 2025 1 commit

Upstream Llama4 Support to Main (#16113) · 55dcce91

Lu Fang authored Apr 07, 2025


Signed-off-by: Aston Zhang <22279212+astonzhang@users.noreply.github.com>
Signed-off-by: Chris Thi <chris.c.thi@gmail.com>
Signed-off-by: drisspg <drisspguessous@gmail.com>
Signed-off-by: Jon Swenson <jmswen@gmail.com>
Signed-off-by: Keyun Tong <tongkeyun@gmail.com>
Signed-off-by: Lu Fang <fanglu@meta.com>
Signed-off-by: Xiaodong Wang <xdwang@meta.com>
Signed-off-by: Yang Chen <yangche@fb.com>
Signed-off-by: Ye (Charlotte) Qi <yeq@meta.com>
Signed-off-by: Yong Hoon Shin <yhshin@meta.com>
Signed-off-by: Zijing Liu <liuzijing2014@gmail.com>
Signed-off-by: Lu Fang <lufang@fb.com>
Signed-off-by: Lu Fang <fanglu@fb.com>
Signed-off-by: Lucia Fang <fanglu@fb.com>
Signed-off-by: Roger Wang <ywang@roblox.com>
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
Co-authored-by: Lu Fang <fanglu@fb.com>
Co-authored-by: Roger Wang <ywang@roblox.com>
Co-authored-by: DarkLight1337 <tlleungac@connect.ust.hk>

55dcce91

06 Apr, 2025 1 commit
- [Model] Support Llama4 in vLLM (#16104) · c5752323
  Lu Fang authored Apr 05, 2025
  
  c5752323
01 Apr, 2025 1 commit
- Add option to use DeepGemm contiguous grouped gemm kernel for fused MoE operations. (#13932) · e59ca942
  bnellnm authored Apr 01, 2025
```
Signed-off-by: Bill Nell <bnell@redhat.com>
```
  e59ca942
28 Mar, 2025 1 commit

[Quantization][FP8] Adding support for fp8 gemm layer input in fp8 (#14578) · 4d0ec372

Gregory Shtrasberg authored Mar 27, 2025


Signed-off-by: Gregory Shtrasberg <Gregory.Shtrasberg@amd.com>
Co-authored-by: Luka Govedič <ProExpertProg@users.noreply.github.com>

4d0ec372

27 Mar, 2025 1 commit
- [TPU] Avoid Triton Import (#15589) · e1e0fd75
  Robert Shaw authored Mar 27, 2025
```
Signed-off-by: rshaw@neuralmagic.com <robertgshaw2@gmail.com>
```
  e1e0fd75
26 Mar, 2025 1 commit

[FEAT][ROCm] Integrate Fused MoE Kernels from AITER (#14967) · 5ebf6674

vllmellm authored Mar 26, 2025


Signed-off-by: vllmellm <vllm.ellm@embeddedllm.com>
Signed-off-by: tjtanaa <tunjian.tan@embeddedllm.com>
Co-authored-by: tjtanaa <tunjian.tan@embeddedllm.com>

5ebf6674

24 Mar, 2025 1 commit

[ROCm][Kernel] MoE weights padding (#14454) · f533b583

Gregory Shtrasberg authored Mar 24, 2025


Signed-off-by: Gregory Shtrasberg <Gregory.Shtrasberg@amd.com>
Signed-off-by: charlifu <charlifu@amd.com>
Co-authored-by: charlifu <charlifu@amd.com>

f533b583

11 Mar, 2025 1 commit
- dynamic distpatch of fp8 kernels (#14245) · a1c8f379
  Jeff Daily authored Mar 11, 2025
```
Signed-off-by: Jeff Daily <jeff.daily@amd.com>
```
  a1c8f379
07 Mar, 2025 1 commit
- [FP8] Refactor apply_fp8_linear and apply_fp8_linear_generic into an object (#14390) · e1744502
  Luka Govedič authored Mar 07, 2025
```
Signed-off-by: luka <luka@neuralmagic.com>
```
  e1744502
26 Feb, 2025 1 commit
- [BugFix] Make FP8 Linear compatible with torch.compile (#13918) · b382a7f2
  Woosuk Kwon authored Feb 26, 2025
```
Signed-off-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
```
  b382a7f2