Commits · 2e9034c998e231634a75ab74c5812e0dba2cf3a1 · OpenDAS / vllm_cscc · GitLab

09 Apr, 2026 1 commit

[W8A8 Block Linear Refactor][2/N] Remove W8A8Fp8BlockLinearOp and adopt Fp8... · 2e9034c9

Maral authored Apr 09, 2026


[W8A8 Block Linear Refactor][2/N] Remove W8A8Fp8BlockLinearOp and adopt Fp8 block linear kernel selections. (#33892)
Signed-off-by: maral <maralbahari.98@gmail.com>
Signed-off-by: Maral <maralbahari.98@gmail.com>

2e9034c9

06 Apr, 2026 1 commit

[NVFP4] Support NVFP4 dense models from `modelopt` and `compressed-tensors` on... · 00d7b497

fxmarty-amd authored Apr 07, 2026


[NVFP4] Support NVFP4 dense models from `modelopt` and `compressed-tensors` on AMD Instinct MI300, MI355X and Hopper through emulation (#35733)
Signed-off-by: Felix Marty <Felix.Marty@amd.com>
Signed-off-by: fxmarty-amd <felmarty@amd.com>
Co-authored-by: Kyle Sayers <kylesayrs@gmail.com>

00d7b497

30 Mar, 2026 1 commit
- [Bugfix] Handle ParallelLMHead in compressed-tensors get_quant_method (#37291) · e8b055a5
  Matthias Gehre authored Mar 30, 2026
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Signed-off-by: Matthias Gehre <matthias.gehre@amd.com>
Co-authored-by: Michael Goin <mgoin64@gmail.com>
```
  e8b055a5
23 Mar, 2026 1 commit
- [Sparse24] [Deprecation] Remove Sparse24 CT integration and kernels (#36799) · 38364a7e
  Kyle Sayers authored Mar 23, 2026
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Signed-off-by: Kyle Sayers <kylesayrs@gmail.com>
```
  38364a7e
05 Mar, 2026 1 commit
- [Hardware] Replace `torch.cuda.synchronize()` api with `torch.accelerator.synchronize` (#36085) · 66a22096
  Kunshang Ji authored Mar 05, 2026
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Signed-off-by: Kunshang Ji <kunshang.ji@intel.com>
```
  66a22096
20 Feb, 2026 1 commit
- [Bugfix] Add regression test for MoE quant_config under torch.compile (#34335) · 4e2c7caf
  Matthias Gehre authored Feb 20, 2026
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Signed-off-by: Matthias Gehre <matthias.gehre@amd.com>
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  4e2c7caf
31 Jan, 2026 1 commit
- Refactor NVFP4 Linear utils for ModelOpt and CT (#33201) · 67ebaff5
  Michael Goin authored Jan 30, 2026
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Signed-off-by: mgoin <mgoin64@gmail.com>
```
  67ebaff5
28 Jan, 2026 1 commit

[Quantization][Deprecation] Remove Marlin 24 (#32688) · af9b69f9

Robert Shaw authored Jan 28, 2026


Signed-off-by: Robert Shaw <robshaw@redhat.com>
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Co-authored-by: Robert Shaw <robshaw@redhat.com>
Co-authored-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>

af9b69f9

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

20 Jan, 2026 1 commit
- [Refactor] Make FP8 Linear Ops use kernel abstraction (#27814) · 148117ea
  vllmellm authored Jan 20, 2026
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Signed-off-by: vllmellm <vllm.ellm@embeddedllm.com>
```
  148117ea
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>
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  bde57ab2
22 Dec, 2025 1 commit
- [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
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
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
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>
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  f6027b28
16 Oct, 2025 1 commit
- [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>
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  01c977e9
14 Oct, 2025 1 commit
- [CI Failure] Fix torchao dep failure for Quantization Test (#26824) · 7e0ef408
  Michael Goin authored Oct 14, 2025
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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
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Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
```
  8fcaaf6a
05 Oct, 2025 1 commit
- Convert formatting to use `ruff` instead of `yapf` + `isort` (#26247) · d6953beb
  Harry Mellor authored Oct 05, 2025
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Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
```
  d6953beb
02 Oct, 2025 1 commit

[Perf] Fix and reapply move apply w8a8 block fp8 linear to class (#25696) · 502640c3

ElizaWszola authored Oct 02, 2025


Signed-off-by: ElizaWszola <ewszola@redhat.com>
Signed-off-by: ElizaWszola <elizaw.9289@gmail.com>
Signed-off-by: Luka Govedič <lgovedic@redhat.com>
Signed-off-by: Luka Govedič <ProExpertProg@users.noreply.github.com>
Co-authored-by: Luka Govedič <ProExpertProg@users.noreply.github.com>
Co-authored-by: Michael Goin <mgoin64@gmail.com>
Co-authored-by: Luka Govedič <lgovedic@redhat.com>

502640c3

25 Sep, 2025 1 commit
- Revert "[Performance] Move apply_w8a8_block_fp8_linear to an op class… (#25607) · 1260180c
  Tyler Michael Smith authored Sep 25, 2025
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Signed-off-by: Tyler Michael Smith <tlrmchlsmth@gmail.com>
```
  1260180c
23 Sep, 2025 1 commit

[Performance] Move apply_w8a8_block_fp8_linear to an op class (#24666) · 63400259

ElizaWszola authored Sep 23, 2025


Signed-off-by: ElizaWszola <ewszola@redhat.com>
Signed-off-by: ElizaWszola <elizaw.9289@gmail.com>
Signed-off-by: Luka Govedič <lgovedic@redhat.com>
Signed-off-by: Luka Govedič <ProExpertProg@users.noreply.github.com>
Co-authored-by: Luka Govedič <ProExpertProg@users.noreply.github.com>
Co-authored-by: Michael Goin <mgoin64@gmail.com>
Co-authored-by: Luka Govedič <lgovedic@redhat.com>

63400259

21 Sep, 2025 1 commit
- [CI] Skip tests failing on main (#25326) · 72dd1595
  Woosuk Kwon authored Sep 20, 2025
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Signed-off-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
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  72dd1595
20 Sep, 2025 1 commit
- [V1] Support `LLM.apply_model` (#18465) · 3d9a1d2d
  Cyrus Leung authored Sep 20, 2025
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Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
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  3d9a1d2d
28 Aug, 2025 1 commit
- [Transform] [Quantization] Add transforms to compressed tensors (#22486) · 22feac8e
  Kyle Sayers authored Aug 28, 2025
  
  22feac8e
27 Aug, 2025 1 commit
- [quantization] use channel scales for w4a8 + misc fixes (#23570) · 2c2b140a
  czhu-cohere authored Aug 26, 2025
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Signed-off-by: czhu-cohere <conway.zhu@cohere.com>
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  2c2b140a
27 Jul, 2025 1 commit
- [Refactor] Refactor MOE NVFP4 Code Base: ModelOpt + Compressed Tensor (#21631) · bda9d053
  Wentao Ye authored Jul 27, 2025
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Signed-off-by: yewentao256 <zhyanwentao@126.com>
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  bda9d053
08 Jul, 2025 1 commit
- [CI/Build][CPU] Fix CPU CI and remove all CPU V0 files (#20560) · 7721ef17
  Li, Jiang authored Jul 08, 2025
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Signed-off-by: jiang1.li <jiang1.li@intel.com>
```
  7721ef17
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
16 Jun, 2025 1 commit
- [Quantization] Remove FP4 emulation; Fall-back to marlin for device < 100 (#19563) · 6bc7b573
  Dipika Sikka authored Jun 16, 2025
  
  6bc7b573
08 Jun, 2025 1 commit
- [Quantization] Add compressed-tensors NVFP4 support (#18312) · c123bc33
  Dipika Sikka authored Jun 08, 2025
  
  c123bc33
06 Jun, 2025 1 commit
- [Quantization] Bump compressed-tensors version; update NVFP4A16 test model (#19224) · 94870359
  Dipika Sikka authored Jun 06, 2025
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Signed-off-by: Dipika Sikka <dipikasikka1@gmail.com>
```
  94870359
05 Jun, 2025 1 commit
- [Quantization] Skip Fp4 Test for `compressed-tensors` (#19217) · aa49f148
  Dipika Sikka authored Jun 05, 2025
  
  aa49f148
03 Jun, 2025 1 commit
- [Misc] Add SPDX-FileCopyrightText (#19100) · 02f0c7b2
  Simon Mo authored Jun 03, 2025
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Signed-off-by: simon-mo <simon.mo@hey.com>
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  02f0c7b2
11 May, 2025 1 commit
- [Misc] Add compressed-tensors NVFP4A16 emulation support (#17914) · cd3edfc9
  Dipika Sikka authored May 11, 2025
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Signed-off-by: Dipika Sikka <dipikasikka1@gmail.com>
Signed-off-by: Dipika <dipikasikka1@gmail.com>
```
  cd3edfc9
15 Apr, 2025 1 commit
- [Misc] Update `compressed-tensors` WNA16 to support zero-points (#14211) · 54a66e5f
  Dipika Sikka authored Apr 15, 2025
  
  54a66e5f
29 Mar, 2025 1 commit
- [FEAT] [ROCm] Add AITER int8 scaled gemm kernel (#15433) · 4965ec42
  TJian authored Mar 29, 2025
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Signed-off-by: tjtanaa <tunjian.tan@embeddedllm.com>
```
  4965ec42
15 Mar, 2025 1 commit

[V1] V1 Enablement Oracle (#13726) · d4d93db2

Robert Shaw authored Mar 15, 2025


Signed-off-by: rshaw@neuralmagic.com <rshaw@neuralmagic.com>
Co-authored-by: rshaw@neuralmagic.com <rshaw@neuralmagic.com>
Co-authored-by: Nicolò Lucchesi <nlucches@redhat.com>
Co-authored-by: Tyler Michael Smith <tyler@neuralmagic.com>
Co-authored-by: Michael Goin <michael@neuralmagic.com>

d4d93db2

01 Mar, 2025 1 commit
- [Misc][Kernel]: Add GPTQAllSpark Quantization (#12931) · 6a92ff93
  YajieWang authored Mar 01, 2025
  
  6a92ff93
14 Feb, 2025 1 commit
- [Bugfix/CI] Turn test_compressed_tensors_2of4_sparse back on (#13250) · 09545c0a
  Tyler Michael Smith authored Feb 13, 2025
  
  09545c0a