Commits · 0885aa25646d55d270b6a518d36861de2bec90d1 · OpenDAS / vllm_cscc

18 Apr, 2026 1 commit
- [feature][Attention Backend] TurboQuant: 2-bit KV cache compression with 4x capacity #38479 · 0885aa25
  wanglong3 authored Apr 18, 2026
  
  0885aa25
22 Jan, 2026 1 commit

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

21 Jan, 2026 1 commit

[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

20 Jan, 2026 2 commits
- fp8 online quant: split out Fp8OnlineLinearMethod (#32189) · d2389c12
  Vasiliy Kuznetsov authored Jan 20, 2026
  
  d2389c12
- [Refactor] Make FP8 Linear Ops use kernel abstraction (#27814) · 148117ea
  vllmellm authored Jan 20, 2026
```
Signed-off-by: vllmellm <vllm.ellm@embeddedllm.com>
```
  148117ea
14 Jan, 2026 1 commit
- Consolidate Intel Quantization Toolkit Integration in vLLM (#31716) · 50632adc
  Yi Liu authored Jan 14, 2026
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Signed-off-by: yiliu30 <yi4.liu@intel.com>
```
  50632adc
11 Jan, 2026 1 commit
- [Hardware][AMD][CI][Bugfix] Fix AMD Quantization test group (#31713) · bde57ab2
  Matt authored Jan 11, 2026
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Signed-off-by: Matthew Wong <Matthew.Wong2@amd.com>
```
  bde57ab2
09 Jan, 2026 1 commit

[Quantization] Deprecate Long Tail of Schemes (#31688) · 5825bbc1

Robert Shaw authored Jan 08, 2026

Signed-off-by: Robert Shaw <robshaw@redhat.com>
Signed-off-by: Robert Shaw <114415538+robertgshaw2-redhat@users.noreply.github.com>
Co-authored-by: Robert Shaw <robshaw@redhat.com>
Co-authored-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com>

5825bbc1

08 Jan, 2026 3 commits

[Misc] Fix `Current vLLM config is not set.` warnings, assert to avoid issues... · 6cdf015c

Lucas Wilkinson authored Jan 08, 2026


[Misc] Fix `Current vLLM config is not set.` warnings, assert to avoid issues in the future (#31747)
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
Signed-off-by: Lucas Wilkinson <LucasWilkinson@users.noreply.github.com>
Co-authored-by: Luka Govedič <ProExpertProg@users.noreply.github.com>

6cdf015c

[ROCm]Skip test_torchao.py::test_pre_quantized_model on CDNA3 arch (#31905) · 573a1d11
Zhiwei authored Jan 08, 2026
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Signed-off-by: ZhiweiYan-96 <zhiwei.yan@amd.com>
```
573a1d11
[MoE Refactor][15/N] Apply Refactor to Fp8 (#31415) · 5dcd7ef1
Robert Shaw authored Jan 07, 2026

5dcd7ef1

06 Jan, 2026 1 commit

[Quantization][Refactor] Move CPU GPTQ kernel into MP linear (#31801) · 8becf146

Li, Jiang authored Jan 07, 2026

Signed-off-by: jiang1.li <jiang1.li@intel.com>
Signed-off-by: Li, Jiang <bigpyj64@gmail.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>

8becf146

22 Dec, 2025 3 commits
- [Misc] Fix grammar errors in comments and messages (#31115) · 42b42824
  Kevin McKay authored Dec 21, 2025
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Signed-off-by: c0de128 <kevin.mckay@outlook.com>
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  42b42824
- [Misc] Fix quantization-related typos (#31116) · ec58c10c
  Kevin McKay authored Dec 21, 2025
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Signed-off-by: c0de128 <kevin.mckay@outlook.com>
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  ec58c10c
- [Feature]: Support NVIDIA ModelOpt HF FP8 variants FP8_PER_CHANNEL_PER_TOKEN... · 19cc9468
  CedricHuang authored Dec 22, 2025
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[Feature]: Support NVIDIA ModelOpt HF FP8 variants FP8_PER_CHANNEL_PER_TOKEN and FP8_PB_WO  in vLLM (#30957)
```
  19cc9468
21 Dec, 2025 1 commit
- [MoE Refactor][4/N] Marlin Fp8 Mk (#31036) · b471092d
  Robert Shaw authored Dec 21, 2025
  
  b471092d
13 Dec, 2025 1 commit

[Feature] Add SM103 (Blackwell Ultra) Support to vLLM (#30484) · 4fa7ce46

Roberto L. Castro authored Dec 13, 2025

Signed-off-by: LopezCastroRoberto <robertol.c510@gmail.com>
Signed-off-by: Roberto L. Castro <38211239+LopezCastroRoberto@users.noreply.github.com>
Co-authored-by: youkaichao <youkaichao@gmail.com>

4fa7ce46

11 Dec, 2025 1 commit
- [Deprecation] Remove deprecated plugin and compilation fields for v0.13 release (#30396) · 5a87d8b9
  Cyrus Leung authored Dec 11, 2025
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Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
```
  5a87d8b9
09 Dec, 2025 1 commit
- [Quantization] FP8 Weight Reloading for Quantized RL Rollout (#28480) · fccd5325
  Kyle Sayers authored Dec 09, 2025
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Signed-off-by: Kyle Sayers <kylesayrs@gmail.com>
```
  fccd5325
27 Nov, 2025 1 commit
- [Bugfix] Make compressed-tensors MoEs respect ignored layers (#28878) · df01eda4
  HDCharles authored Nov 26, 2025
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Signed-off-by: HDCharles <charlesdavidhernandez@gmail.com>
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  df01eda4
20 Nov, 2025 1 commit
- [torchao] fix safetensors for sharding (#28169) · 1d642872
  liangel-02 authored Nov 19, 2025
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Signed-off-by: Angel Li <liangel@meta.com>
```
  1d642872
19 Nov, 2025 1 commit
- [CPU] Refactor CPU WNA16 (#28826) · 20852c8f
  Li, Jiang authored Nov 19, 2025
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Signed-off-by: jiang1.li <jiang1.li@intel.com>
```
  20852c8f
18 Nov, 2025 1 commit
- [CI Sprint] Quantization CI Cleanup (#24130) · f6aa1226
  Alex authored Nov 18, 2025
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Signed-off-by: Alex Yun <alexyun04@gmail.com>
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  f6aa1226
14 Nov, 2025 1 commit
- [quantization][config] enable override existing quant_config (#28510) · 4d5943bd
  Hank_ authored Nov 14, 2025
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Signed-off-by: Hank <hcc.mayday@gmail.com>
Co-authored-by: Michael Goin <mgoin64@gmail.com>
```
  4d5943bd
12 Nov, 2025 1 commit

`VLLM_USE_TRITON_FLASH_ATTN` V0 variable deprecation (#27611) · 9f0247cf

Andreas Karatzas authored Nov 11, 2025


Signed-off-by: Andreas Karatzas <akaratza@amd.com>
Signed-off-by: Andreas Karatzas <Andreas.Karatzas@amd.com>

9f0247cf

11 Nov, 2025 1 commit

[ROCm][Quantization] extend AMD Quark to support mixed-precision quantized model (#24239) · 05576df8

xuebwang-amd authored Nov 12, 2025


Signed-off-by: xuebwang-amd <xuebwang@amd.com>
Co-authored-by: fxmarty-amd <felmarty@amd.com>
Co-authored-by: Cyrus Leung <tlleungac@connect.ust.hk>

05576df8

06 Nov, 2025 1 commit

[CI Failure] `nm-testing/Qwen2-0.5B-Instruct-FP8-SkipQKV` was removed from HF.... · f948ab69

Vadim Gimpelson authored Nov 06, 2025


[CI Failure] `nm-testing/Qwen2-0.5B-Instruct-FP8-SkipQKV` was removed from HF. Skip it in tests (#28170)
Signed-off-by: Vadim Gimpelson <vadim.gimpelson@gmail.com>

f948ab69

04 Nov, 2025 2 commits
- Support using Int4PreshuffledTensor after loading (#26066) · 03c4c4aa
  Jerry Zhang authored Nov 04, 2025
```
Signed-off-by: Jerry Zhang <jerryzh168@gmail.com>
```
  03c4c4aa
- [BugFix][Performance] Restore flashinfer autotuning for all scenarios (#27904) · 4022a9d2
  Varun Sundar Rabindranath authored Nov 04, 2025
  
  4022a9d2
30 Oct, 2025 1 commit
- [CI Failure] Fix test_kv_cache_model_load_and_run (#27717) · 1994de99
  Huamin Li authored Oct 30, 2025
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Signed-off-by: Huamin Li <3ericli@gmail.com>
```
  1994de99
24 Oct, 2025 1 commit
- [Kernel] Add GPTQv2 format support for low-bit or asymmetric quantization, by... · 5cc6bddb
  Xiangyu Li authored Oct 24, 2025
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[Kernel] Add GPTQv2 format support for low-bit or asymmetric quantization, by adapting gptq_gemm (#26092)
```
  5cc6bddb
22 Oct, 2025 1 commit
- [1/N][Platform] Cleanup useless function (#26982) · f6027b28
  wangxiyuan authored Oct 22, 2025
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Signed-off-by: wangxiyuan <wangxiyuan1007@gmail.com>
```
  f6027b28
21 Oct, 2025 1 commit

[Bugfix] Fix gpt-oss w4a8 DP/EP on B200 (#26729) · 5ff5d94e

Varun Sundar Rabindranath authored Oct 21, 2025


Signed-off-by: Varun Sundar Rabindranath <vsundarr@redhat.com>
Co-authored-by: Varun Sundar Rabindranath <vsundarr@redhat.com>
Co-authored-by: Michael Goin <mgoin64@gmail.com>

5ff5d94e

16 Oct, 2025 2 commits
- [CI] Prune Quantization Tests and skip compilation (#27038) · 01c977e9
  Michael Goin authored Oct 16, 2025
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Signed-off-by: mgoin <mgoin64@gmail.com>
```
  01c977e9
- [CI] Enable Blackwell Llama4 MoE tests (#26731) · f8a0acbd
  Michael Goin authored Oct 15, 2025
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Signed-off-by: mgoin <mgoin64@gmail.com>
```
  f8a0acbd
14 Oct, 2025 1 commit
- [CI Failure] Fix torchao dep failure for Quantization Test (#26824) · 7e0ef408
  Michael Goin authored Oct 14, 2025
```
Signed-off-by: mgoin <mgoin64@gmail.com>
```
  7e0ef408
12 Oct, 2025 1 commit
- Update `Optional[x]` -> `x | None` and `Union[x, y]` to `x | y` (#26633) · 8fcaaf6a
  Harry Mellor authored Oct 12, 2025
```
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
```
  8fcaaf6a
10 Oct, 2025 1 commit

[Transform] [Quantization] Add QuTLASS support to vLLM (#24440) · 96ad65b7

Roberto L. Castro authored Oct 10, 2025


Signed-off-by: LopezCastroRoberto <roberto.lopez.castro@udc.es>
Signed-off-by: Roberto L. Castro <38211239+LopezCastroRoberto@users.noreply.github.com>
Signed-off-by: Andrei Panferov <andrei@panferov.org>
Co-authored-by: Andrei Panferov <andrei@panferov.org>
Co-authored-by: Michael Goin <mgoin64@gmail.com>

96ad65b7

09 Oct, 2025 2 commits
- [torchao] Add support for ModuleFqnToConfig using regex (#26001) · a83ff278
  Jerry Zhang authored Oct 09, 2025
```
Signed-off-by: Jerry Zhang <jerryzh168@gmail.com>
```
  a83ff278
- Bump Flashinfer to v0.4.0 (#26326) · 5e49c3e7
  elvischenv authored Oct 09, 2025
```
Signed-off-by: elvischenv <219235043+elvischenv@users.noreply.github.com>
```
  5e49c3e7