Commits · 7bb28d541c98177dead2bbede519512ca119a6db · OpenDAS / vllm_cscc

01 Aug, 2025 1 commit
- update linear.py · 7bb28d54
  zhuwenwen authored Aug 01, 2025
  
  7bb28d54
31 Jul, 2025 3 commits
- update unused code · 3de379de
  zhuwenwen authored Jul 31, 2025
  
  3de379de
- 去除多余的w4a8参数 · 5ad884ee
  zhuwenwen authored Jul 31, 2025
```
增加fused moe文件中w4a8的相关修改
fix: 修复W8A8读config路径错误，删除int8_utils.py文件
fix: 修复W8A8INT8读config问题
修改W4A8 以及W8A8量化量化092接口
```
  5ad884ee
- update List[int] and update num_rejected_tokens · f137e58c
  zhuwenwen authored Jul 31, 2025
  
  f137e58c
26 Jul, 2025 1 commit
- 增加moe awq-marlin的支持 · c2bcb0ab
  yangql authored Jul 26, 2025
  
  c2bcb0ab
25 Jul, 2025 2 commits
- 修复block-wise的错误参数，以及增加dpsk-fp16-dtype的性能选择功能 · cb37537e
  yangql authored Jul 25, 2025
  
  cb37537e
- Triton-fused DeepseekScalingRotaryEmbedding · 7151fd54
  zhuwenwen authored Jul 25, 2025
  
  7151fd54
24 Jul, 2025 1 commit
- add fused_experts_impl of int8 · 41e6d686
  zhuwenwen authored Jul 24, 2025
  
  41e6d686
23 Jul, 2025 1 commit
- [Cleanup] Only log MoE DP setup warning if DP is enabled (#21315) · f002e9a8
  Michael Goin authored Jul 23, 2025
```
Signed-off-by: mgoin <mgoin64@gmail.com>
```
  f002e9a8
22 Jul, 2025 5 commits
- [Perf] Cuda Kernel for Per Token Group Quant (#21083) · 774d0c01
  Wentao Ye authored Jul 22, 2025
```
Signed-off-by: yewentao256 <zhyanwentao@126.com>
```
  774d0c01
- [feat]: add SM100 support for cutlass FP8 groupGEMM (#20447) · 2c8db17c
  Duncan Moss authored Jul 22, 2025
```
Signed-off-by: Duncan Moss <djm.moss@gmail.com>
Signed-off-by: jiahanc <173873397+jiahanc@users.noreply.github.com>
Co-authored-by: jiahanc <173873397+jiahanc@users.noreply.github.com>
Co-authored-by: mgoin <mgoin64@gmail.com>
```
  2c8db17c
- [perf] Add fused MLA QKV + strided layernorm (#21116) · 4fb56914
  Mickaël Seznec authored Jul 22, 2025
```
Signed-off-by: Mickael Seznec <mickael@mistral.ai>
Co-authored-by: mgoin <mgoin64@gmail.com>
```
  4fb56914
- Update fp4 quantize API (#21327) · 9e23ad96
  Shu Wang authored Jul 22, 2025
```
Signed-off-by: Shu Wang <shuw@nvidia.com>
```
  9e23ad96
- Revert "[Performance] Performance improvements in non-blockwise fp8 CUTLASS MoE (#20762) (#21334) · e7b20426
  Ming Yang authored Jul 21, 2025
```
Signed-off-by: Ming Yang <minos.future@gmail.com>
```
  e7b20426
21 Jul, 2025 4 commits
- [perf] Speed up align sum kernels (#21079) · 0ec82edd
  Himanshu Jaju authored Jul 21, 2025
```
Signed-off-by: Himanshu Jaju <hj@mistral.ai>
```
  0ec82edd
- Add Nvidia ModelOpt config adaptation (#19815) · 6b46c4b6
  Zhiyu authored Jul 21, 2025
```
Signed-off-by: Zhiyu Cheng <zhiyuc@nvidia.com>
```
  6b46c4b6
- [Model][1/N] Support multiple poolers at model level (#21227) · 042af0c8
  Cyrus Leung authored Jul 21, 2025
```
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
```
  042af0c8
- update List · 267cc5ff
  zhuwenwen authored Jul 21, 2025
  
  267cc5ff
19 Jul, 2025 5 commits
- [V1] [Hybrid] Enable piecewise CUDA Graph for mamba layers (#21194) · 881e3cbe
  Thomas Parnell authored Jul 19, 2025
```
Signed-off-by: Thomas Parnell <tpa@zurich.ibm.com>
```
  881e3cbe
- [NVIDIA] Add SM100 Flashinfer MoE blockscale fp8 backend for low latency (#20645) · 6d0734c5
  Kaixi Hou authored Jul 19, 2025
```
Signed-off-by: kaixih <kaixih@nvidia.com>
Signed-off-by: mgoin <mgoin64@gmail.com>
Co-authored-by: mgoin <mgoin64@gmail.com>
```
  6d0734c5
- [Kernel][Performance] Tweak MoE Batched silu_mul_fp8_quant_deep_gemm kernel (#21193) · dcc6cfb9
  Varun Sundar Rabindranath authored Jul 19, 2025
```
Signed-off-by: Varun Sundar Rabindranath <vsundarr@redhat.com>
Co-authored-by: Varun Sundar Rabindranath <vsundarr@redhat.com>
```
  dcc6cfb9
- [V0 Deprecation] Remove V0 Spec Decode workers (#21152) · dd572c0a
  Woosuk Kwon authored Jul 18, 2025
```
Signed-off-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
```
  dd572c0a
- Elastic Expert Parallel Initial Support (#20775) · 21793722
  Rui Qiao authored Jul 18, 2025
```
Signed-off-by: Rui Qiao <ruisearch42@gmail.com>
```
  21793722
18 Jul, 2025 7 commits
- [Kernel] Apply torch.Tag.needs_fixed_stride_order only for torch==2.6.0 (#19346) · b2eb2b5a
  Richard Zou authored Jul 18, 2025
```
Signed-off-by: rzou <zou3519@gmail.com>
```
  b2eb2b5a
- [Core] Set pooling params based on task and model (#21128) · 45badd05
  Cyrus Leung authored Jul 18, 2025
```
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
```
  45badd05
- [Bugfix] Allocate less memory in non-batched CUTLASS MoE (#21121) · 4adc66f6
  ElizaWszola authored Jul 18, 2025
```
Signed-off-by: ElizaWszola <ewszola@redhat.com>
```
  4adc66f6
- update fused_moe.py · b1babea8
  zhuwenwen authored Jul 18, 2025
  
  b1babea8
- fix run error · 5c004388
  zhuwenwen authored Jul 18, 2025
  
  5c004388
- [Core] FlashInfer CUTLASS fused MoE backend (NVFP4) (#20037) · c7d8724e
  Shu Wang authored Jul 17, 2025
```
Signed-off-by: shuw <shuw@nvidia.com>
Signed-off-by: mgoin <mgoin64@gmail.com>
Co-authored-by: mgoin <mgoin64@gmail.com>
```
  c7d8724e
- [Log] Debugging Log with more Information (#20770) · 8a8fc946
  Wentao Ye authored Jul 17, 2025
```
Signed-off-by: yewentao256 <zhyanwentao@126.com>
```
  8a8fc946
17 Jul, 2025 8 commits
- [V0 deprecation] Remove V0 HPU backend (#21131) · 4de71463
  Woosuk Kwon authored Jul 17, 2025
```
Signed-off-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
```
  4de71463
- [Model] Update pooling model interface (#21058) · 90bd2ab6
  Cyrus Leung authored Jul 18, 2025
```
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
```
  90bd2ab6
- [Performance] Performance improvements in non-blockwise fp8 CUTLASS MoE (#20762) · 9fb2d220
  ElizaWszola authored Jul 17, 2025
```
Signed-off-by: ElizaWszola <ewszola@redhat.com>
```
  9fb2d220
- [Docs] Improve docstring formatting for `FusedMoEParallelConfig.make` (#21117) · fe8a2c54
  Harry Mellor authored Jul 17, 2025
```
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
```
  fe8a2c54
- [Model] Add ToolParser and MoE Config for Hunyuan A13B (#20820) · 5a7fb3ab
  Asher authored Jul 17, 2025
```
Signed-off-by: Asher Zhang <asherszhang@tencent.com>
```
  5a7fb3ab
- [Kernel] DeepGemm MoE : Integrate triton permute / unpermute kernels (#20903) · 11dfdf21
  Varun Sundar Rabindranath authored Jul 17, 2025
```
Signed-off-by: Varun Sundar Rabindranath <vsundarr@redhat.com>
Co-authored-by: Varun Sundar Rabindranath <vsundarr@redhat.com>
```
  11dfdf21
- [Bugfix] Fix Machete zero point issue for GPTQ models on SM90 (#21066) · 28a6d542
  Michael Goin authored Jul 16, 2025
```
Signed-off-by: mgoin <mgoin64@gmail.com>
```
  28a6d542
- [Bugfix] weight loading use correct tp_group with patch_tensor_parallel_group (#21024) · c9ba8104
  Kevin_Xiong authored Jul 17, 2025
```
Signed-off-by: KevinXiong-C <kevin_xiong1997@outlook.com>
```
  c9ba8104
16 Jul, 2025 2 commits

Support FP8 Quantization and Inference Run on Intel Gaudi (HPU) using INC... · 01513a33

Nir David authored Jul 16, 2025


Support FP8 Quantization and Inference Run on Intel Gaudi (HPU) using INC (Intel Neural Compressor) (#12010)
Signed-off-by: Nir David <ndavid@habana.ai>
Signed-off-by: Uri Livne <ulivne@habana.ai>
Co-authored-by: Uri Livne <ulivne@habana.ai>

01513a33

[Model] Consolidate pooler implementations (#20927) · 1c3198b6
Cyrus Leung authored Jul 16, 2025
```
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
```
1c3198b6