Commits · ba8c300018e18dd4cdd2b7d904086feec5a79287 · OpenDAS / vllm_cscc

13 Jul, 2025 3 commits
- [V1] [ROCm] [AITER] Upgrade AITER to commit `916bf3c` and bugfix APIs (#20880) · 80d38b8a
  TJian authored Jul 13, 2025
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Signed-off-by: tjtanaa <tunjian.tan@embeddedllm.com>
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  80d38b8a
- [Bugfix] Fix a couple PPLX+CUTLASS MoE bugs (#20825) · 3b3b778d
  ElizaWszola authored Jul 13, 2025
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Signed-off-by: ElizaWszola <ewszola@redhat.com>
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  3b3b778d
- [Perf] Use Triton instead of Torch for DeepGEMM Per Token Group Quant (#20841) · 42d440c2
  Wentao Ye authored Jul 12, 2025
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Signed-off-by: yewentao256 <zhyanwentao@126.com>
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  42d440c2
12 Jul, 2025 3 commits
- [Bugfix] Restrict Machete to only run on Hopper (#20830) · 6e2c176e
  Michael Goin authored Jul 13, 2025
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Signed-off-by: mgoin <mgoin64@gmail.com>
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  6e2c176e
- Enable ModelOpt Llama4 fp8 checkpoint deployment (#20419) · 4afe687a
  Zhiyu authored Jul 11, 2025
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Signed-off-by: Zhiyu Cheng <zhiyuc@nvidia.com>
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  4afe687a
- [Bugfix] Lazy import fused_experts in BitsAndBytesMoEMethod to avoid break... · b1235c3e
  Li, Jiang authored Jul 12, 2025
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[Bugfix] Lazy import fused_experts in BitsAndBytesMoEMethod to avoid break not-cuda-alike devices  (#20822)
Signed-off-by: jiang1.li <jiang1.li@intel.com>
```
  b1235c3e
11 Jul, 2025 3 commits
- [Quantization][1/N] MoE support BNB-Inflight Quantization (#20061) · 8020e98c
  Jee Jee Li authored Jul 11, 2025
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Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
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  8020e98c
- [Perf][fp8] Use CustomOp abstraction for fp8 quant for better perf (#19830) · 31d5c179
  Luka Govedič authored Jul 11, 2025
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Signed-off-by: Luka Govedic <lgovedic@redhat.com>
Co-authored-by: mgoin <mgoin64@gmail.com>
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  31d5c179
- [Feature] Integrate SM100 DeepGEMM support (#20087) · e2de455c
  Wentao Ye authored Jul 10, 2025
  
  e2de455c
09 Jul, 2025 3 commits
- [Feature][Quantization] MXFP4 support for MOE models (#17888) · 332d4cb1
  fxmarty-amd authored Jul 09, 2025
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Signed-off-by: Felix Marty <felmarty@amd.com>
Signed-off-by: Bowen Bao <bowenbao@amd.com>
Signed-off-by: Felix Marty <Felix.Marty@amd.com>
Co-authored-by: Bowen Bao <bowenbao@amd.com>
```
  332d4cb1
- [Kernel] Add Conch backend for mixed-precision linear layer (#19818) · bf03ff35
  Jacob Manning authored Jul 09, 2025
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Signed-off-by: Jacob Manning <jmanning+oss@stackav.com>
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  bf03ff35
- Support Llama 4 for cutlass_moe_fp4 (#20453) · 31b96d1c
  Michael Goin authored Jul 10, 2025
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Signed-off-by: mgoin <mgoin64@gmail.com>
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  31b96d1c
08 Jul, 2025 1 commit
- [Bugfix] Fix topk_ids indices_type for CUTLASS w8a8 FP8 MoE (#20166) · c438183e
  Ming Yang authored Jul 08, 2025
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Signed-off-by: Ming Yang <yming@meta.com>
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  c438183e
05 Jul, 2025 1 commit
- Fix unknown attribute of topk_indices_dtype in CompressedTensorsW8A8Fp8MoECutlassMethod (#20507) · 8aeaa910
  Lucia Fang authored Jul 05, 2025
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Co-authored-by: Lucia (Lu) Fang <fanglu@meta.com>
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  8aeaa910
04 Jul, 2025 3 commits
- [feat]: CUTLASS block scaled group gemm for SM100 (#19757) · 3d184b95
  Duncan Moss authored Jul 04, 2025
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Signed-off-by: Duncan Moss <djm.moss@gmail.com>
Co-authored-by: Duncan Moss <dmoss@nvidia.com>
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  3d184b95
- Support Llama 4 for fused_marlin_moe (#20457) · 0e3fe896
  Michael Goin authored Jul 04, 2025
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Signed-off-by: mgoin <mgoin64@gmail.com>
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  0e3fe896
- [Misc] Add SPDX-FileCopyrightText (#20428) · 1caca5a5
  Jee Jee Li authored Jul 04, 2025
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Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
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  1caca5a5
03 Jul, 2025 4 commits
- [Kernel] Enable fp8 support for pplx and BatchedTritonExperts. (#18864) · 78fe7753
  bnellnm authored Jul 03, 2025
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Signed-off-by: Bill Nell <bnell@redhat.com>
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  78fe7753
- [Quantization] Bump to use latest bitsandbytes (#20424) · 1819fbda
  Jee Jee Li authored Jul 03, 2025
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Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
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  1819fbda
- [Bugfix][CI/CD][CPU] Fix CPU CI tests (#20383) · 0ec3779d
  Li, Jiang authored Jul 03, 2025
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Signed-off-by: jiang1.li <jiang1.li@intel.com>
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  0ec3779d
- [Bugfix] Fix import of CutlassExpertsFp8 in compressed_tensors_moe.py (#20381) · 2e25bb12
  bnellnm authored Jul 02, 2025
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Signed-off-by: Bill Nell <bnell@redhat.com>
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  2e25bb12
02 Jul, 2025 2 commits

[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

Enable group size 64 for Machete (#20290) · 3abfe221
czhu-cohere authored Jul 01, 2025
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Signed-off-by: czhu-cohere <conway.zhu@cohere.com>
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3abfe221

01 Jul, 2025 4 commits
- [V1] [ROCm] Enable EP with AITER Fused MoE (#20270) · 02cabff2
  TJian authored Jul 01, 2025
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Signed-off-by: tjtanaa <tunjian.tan@embeddedllm.com>
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  02cabff2
- [Quant] [Bugfix] Fix quantization config matching with `hf_to_vllm_mapper` (#20046) · 9025a9a7
  Kyle Sayers authored Jul 01, 2025
  
  9025a9a7
- Enable ZP Support for Machete (#20268) · 9909726d
  czhu-cohere authored Jul 01, 2025
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Signed-off-by: czhu-cohere <conway.zhu@cohere.com>
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  9909726d
- [Feature] A calibration-free RTN-based quantization for accurate and... · 27949354
  Alex Kogan authored Jul 01, 2025
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[Feature] A calibration-free RTN-based quantization for accurate and accelerated INT4/INT8 inference (#18768)
Signed-off-by: Alex Kogan <alex.kogan@oracle.com>
Co-authored-by: Michael Goin <mgoin64@gmail.com>
```
  27949354
30 Jun, 2025 1 commit

[Bugfix] fix quark ptpc (#20251) · 1c50e100

li haoyang authored Jun 30, 2025


Signed-off-by: Haoyang Li <Haoyang.Li@amd.com>
Co-authored-by: Haoyang Li <307790822@qq.com>

1c50e100

29 Jun, 2025 1 commit
- [Quantization] Add compressed-tensors NVFP4 MoE Support (#19990) · 6f2f53a8
  Dipika Sikka authored Jun 30, 2025
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Signed-off-by: Dipika Sikka <dipikasikka1@gmail.com>
Signed-off-by: Dipika <dipikasikka1@gmail.com>
```
  6f2f53a8
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 2 commits
- [Feature] Expert Parallelism Load Balancer (EPLB) (#18343) · e9fd658a
  Bowen Wang authored Jun 26, 2025
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Signed-off-by: Bowen Wang <abmfy@icloud.com>
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  e9fd658a
- [CPU] Fix torch version in x86 CPU backend (#19258) · 0567c824
  Li, Jiang authored Jun 26, 2025
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Signed-off-by: jiang1.li <jiang1.li@intel.com>
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  0567c824
25 Jun, 2025 3 commits
- [Quantization] Add compressed-tensors emulations support for NVFP4 (#19879) · 02c97d9a
  Dipika Sikka authored Jun 25, 2025
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Signed-off-by: Dipika Sikka <dipikasikka1@gmail.com>
Signed-off-by: Dipika <dipikasikka1@gmail.com>
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  02c97d9a
- [Refactor] Remove duplicate `ceil_div` (#20023) · 879f69be
  Wentao Ye authored Jun 25, 2025
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Signed-off-by: yewentao256 <zhyanwentao@126.com>
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  879f69be
- Revert "[Feature] Integrate new deepgemm (#19820)" (#20049) · a6c4b87f
  Wentao Ye authored Jun 24, 2025
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Signed-off-by: yewentao256 <zhyanwentao@126.com>
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  a6c4b87f
24 Jun, 2025 2 commits
- use .dev for version comparison with pytorch nightly release (#20031) · c01d1c5a
  Boyuan Feng authored Jun 24, 2025
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Signed-off-by: Boyuan Feng <boyuan@meta.com>
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  c01d1c5a
- [Feature] Integrate new deepgemm (#19820) · c6e3bba8
  Wentao Ye authored Jun 24, 2025
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Signed-off-by: yewentao256 <zhyanwentao@126.com>
```
  c6e3bba8
23 Jun, 2025 1 commit
- Feat Dynamic Quantization for MoE Layers in GPTQ Marlin Backend (#19395) · dd2ccf8d
  Jun-Howie authored Jun 24, 2025
  
  dd2ccf8d
16 Jun, 2025 2 commits
- [Quantization] Remove FP4 emulation; Fall-back to marlin for device < 100 (#19563) · 6bc7b573
  Dipika Sikka authored Jun 16, 2025
  
  6bc7b573
- [Kernel] GGUF MMVQ kernel for multiple input vectors (#18754) · dec66d25
  Szymon Ożóg authored Jun 16, 2025
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Signed-off-by: SzymonOzog <szymon.ozog@gmail.com>
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  dec66d25