 fxmarty-amdandAndreas Karatzas
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d1c15e589d
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[CI] Speed up quantization test group (#53291)
Signed-off-by: Felix Marty <Felix.Marty@amd.com>
Co-authored-by: Andreas Karatzas <akaratza@amd.com>
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2026-09-01 13:15:24 -05:00 |
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Misha GoinandOpenAI Codex
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541c6d64c1
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[Bugfix][Quantization] Support CT block FP8 with Marlin (#52966)
Signed-off-by: mgoin <mgoin64@gmail.com>
Co-authored-by: OpenAI Codex <codex@openai.com>
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2026-08-19 12:41:26 -07:00 |
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54dd98be28
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[CT] Support Humming for WNA16 MoE (#48918)
Signed-off-by: yiliu30 <yi4.liu@intel.com>
Co-authored-by: OpenAI Codex <codex@openai.com>
Co-authored-by: OpenAI Codex <noreply@openai.com>
Co-authored-by: Misha Goin <mgoin64@gmail.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
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2026-08-19 12:31:32 -04:00 |
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Tan Pin Siang
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e60f3c4c13
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[Bugfix] Fix MiniMax-M3 compressed-tensors FP8 MoE SwiGLU params (#46845)
Signed-off-by: Tan Pin Siang <tanpinsiang@gmail.com>
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2026-08-12 10:52:30 +00:00 |
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454ea5b526
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[MoE Refactor] Combine CompressedTensorsWNA16MarlinMoEMethod with CompressedTensorsWNA16MoEMethod (#44570)
Signed-off-by: Bill Nell <bnell@redhat.com>
Signed-off-by: Taneem Ibrahim <taneem.ibrahim@gmail.com>
Signed-off-by: Dobrzyniewicz, Agata <agata.dobrzyniewicz@intel.com>
Signed-off-by: Tushar Jain <tushar00jain@users.noreply.github.com>
Signed-off-by: yewentao256 <zhyanwentao@126.com>
Co-authored-by: Claude <noreply@anthropic.com>
Co-authored-by: Taneem Ibrahim <taneem.ibrahim@gmail.com>
Co-authored-by: Agata Dobrzyniewicz <160237065+adobrzyn@users.noreply.github.com>
Co-authored-by: Tushar Jain <8455015+tushar00jain@users.noreply.github.com>
Co-authored-by: Tushar Jain <tushar00jain@users.noreply.github.com>
Co-authored-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com>
Co-authored-by: Jiangyun Zhu <riverclouds.zhu@qq.com>
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2026-07-31 14:13:03 -07:00 |
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30c2718eaa
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[CompressedTensors] FP4 Qutlass Integration (#43229)
Signed-off-by: Kyle Sayers <kylesayrs@gmail.com>
Signed-off-by: Brian Dellabetta <bdellabe@redhat.com>
Signed-off-by: Brian Dellabetta <brian-dellabetta@users.noreply.github.com>
Co-authored-by: Brian Dellabetta <bdellabe@redhat.com>
Co-authored-by: Brian Dellabetta <brian-dellabetta@users.noreply.github.com>
Co-authored-by: Dipika Sikka <dipikasikka1@gmail.com>
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2026-07-28 20:34:20 -06:00 |
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HDCharles
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379acd4e4f
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[Bugfix][Quantization] Fix W8A8 int-quantized scheme selection regression (#46860)
Signed-off-by: HDCharles <charlesdavidhernandez@gmail.com>
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2026-06-29 15:55:42 +00:00 |
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fxmarty-amdandmergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
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fd50a66015
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[CI][ROCm] Skip unsupported test cases on ROCm (#46160)
Signed-off-by: Felix Marty <Felix.Marty@amd.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
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2026-06-23 11:35:49 -05:00 |
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ZewenShen-Cohereandmergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
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ca5b24695b
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Fix static actorder handling for compressed-tensors WNA16 MoE (#41161)
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
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2026-06-22 15:46:46 -07:00 |
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Yejing LaiandKunshang Ji
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8dd8b6ed78
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[XPU] Fix FP8 block-scaled scheme selection on non-CUDA platforms (#43958)
Signed-off-by: Lai, Yejing <yejing.lai@intel.com>
Co-authored-by: Kunshang Ji <kunshang.ji@intel.com>
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2026-06-18 10:16:20 +08:00 |
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bnellnm
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dc68bd8c41
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[MoE Refactor] FusedMoE/MoERunner inversion refactor (#41184)
Signed-off-by: Bill Nell <bnell@redhat.com>
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2026-06-08 10:42:58 -04:00 |
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Dipika Sikka
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e68988a248
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Refactor CT NVFP4 linear to use a single class (#42443)
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2026-06-04 08:25:08 -04:00 |
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Dipika Sikka
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df84fb07a6
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Remove additional dead code as a follow-up to #42889 (#43144)
Signed-off-by: Dipika Sikka <dipikasikka1@gmail.com>
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2026-05-20 10:01:45 -04:00 |
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Dipika Sikka
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a7b801e26d
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[MXFP4] Support for linear layers + compressed-tensors integration (#41664)
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2026-05-12 07:49:33 -04:00 |
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Kyle Sayers
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c1819ca283
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[Compressed Tensors] Allow configs with non-explicit ignores (#41965)
Signed-off-by: Kyle Sayers <kylesayrs@gmail.com>
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2026-05-07 14:03:45 -07:00 |
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EdalatiAli
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df1e30e74b
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[Quant] add CompressedTensorsW8A8Mxfp8 for linear and MoE layers (#38815)
Signed-off-by: EdalatiAli <aliedalati@cohere.com>
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2026-04-11 17:21:36 -06:00 |
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Maral
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2e9034c998
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[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>
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2026-04-09 08:50:39 +08:00 |
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fxmarty-amdandKyle Sayers
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00d7b497b3
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[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>
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2026-04-06 16:18:27 -06:00 |
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Matthias GehreandMichael Goin
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e8b055a5ac
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[Bugfix] Handle ParallelLMHead in compressed-tensors get_quant_method (#37291)
Signed-off-by: Matthias Gehre <matthias.gehre@amd.com>
Co-authored-by: Michael Goin <mgoin64@gmail.com>
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2026-03-30 07:30:52 -07:00 |
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Kyle Sayers
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38364a7e32
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[Sparse24] [Deprecation] Remove Sparse24 CT integration and kernels (#36799)
Signed-off-by: Kyle Sayers <kylesayrs@gmail.com>
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2026-03-23 16:03:29 -04:00 |
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Kunshang Ji
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66a2209645
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[Hardware] Replace torch.cuda.synchronize() api with torch.accelerator.synchronize (#36085)
Signed-off-by: Kunshang Ji <kunshang.ji@intel.com>
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2026-03-05 10:36:39 +00:00 |
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Matthias Gehre
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4e2c7caf2d
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[Bugfix] Add regression test for MoE quant_config under torch.compile (#34335)
Signed-off-by: Matthias Gehre <matthias.gehre@amd.com>
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2026-02-20 13:27:26 +08:00 |
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Michael Goin
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67ebaff528
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Refactor NVFP4 Linear utils for ModelOpt and CT (#33201)
Signed-off-by: mgoin <mgoin64@gmail.com>
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2026-01-30 16:37:42 -08:00 |
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af9b69f977
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[Quantization][Deprecation] Remove Marlin 24 (#32688)
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>
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2026-01-28 15:54:59 +00:00 |
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Eldar Kurtić
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44f08af3a7
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Add llmcompressor fp8 kv-cache quant (per-tensor and per-attn_head) (#30141)
Signed-off-by: Eldar Kurtic <8884008+eldarkurtic@users.noreply.github.com>
Signed-off-by: eldarkurtic <8884008+eldarkurtic@users.noreply.github.com>
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2026-01-22 13:29:57 -07:00 |
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vllmellm
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148117ea2e
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[Refactor] Make FP8 Linear Ops use kernel abstraction (#27814)
Signed-off-by: vllmellm <vllm.ellm@embeddedllm.com>
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2026-01-20 14:48:20 +08:00 |
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Matt
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bde57ab2ed
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[Hardware][AMD][CI][Bugfix] Fix AMD Quantization test group (#31713)
Signed-off-by: Matthew Wong <Matthew.Wong2@amd.com>
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2026-01-10 23:19:46 -08:00 |
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Kevin McKay
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42b42824ae
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[Misc] Fix grammar errors in comments and messages (#31115)
Signed-off-by: c0de128 <kevin.mckay@outlook.com>
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2025-12-21 21:14:02 -08:00 |
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HDCharles
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df01eda4dc
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[Bugfix] Make compressed-tensors MoEs respect ignored layers (#28878)
Signed-off-by: HDCharles <charlesdavidhernandez@gmail.com>
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2025-11-26 21:35:13 -05:00 |
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Alex
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f6aa122698
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[CI Sprint] Quantization CI Cleanup (#24130)
Signed-off-by: Alex Yun <alexyun04@gmail.com>
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2025-11-18 09:21:48 -05:00 |
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wangxiyuan
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f6027b2855
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[1/N][Platform] Cleanup useless function (#26982)
Signed-off-by: wangxiyuan <wangxiyuan1007@gmail.com>
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2025-10-22 09:04:57 +00:00 |
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Michael Goin
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01c977e96d
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[CI] Prune Quantization Tests and skip compilation (#27038)
Signed-off-by: mgoin <mgoin64@gmail.com>
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2025-10-16 17:26:35 -04:00 |
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Michael Goin
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7e0ef4084a
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[CI Failure] Fix torchao dep failure for Quantization Test (#26824)
Signed-off-by: mgoin <mgoin64@gmail.com>
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2025-10-14 16:41:43 -07:00 |
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Harry Mellor
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8fcaaf6a16
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Update Optional[x] -> x | None and Union[x, y] to x | y (#26633)
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
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2025-10-12 09:51:31 -07:00 |
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Harry Mellor
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d6953beb91
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Convert formatting to use ruff instead of yapf + isort (#26247)
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
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2025-10-05 07:06:22 -07:00 |
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502640c3f9
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[Perf] Fix and reapply move apply w8a8 block fp8 linear to class (#25696)
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>
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2025-10-02 19:35:13 +00:00 |
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Tyler Michael Smith
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1260180c67
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Revert "[Performance] Move apply_w8a8_block_fp8_linear to an op class… (#25607)
Signed-off-by: Tyler Michael Smith <tlrmchlsmth@gmail.com>
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2025-09-25 08:05:21 +00:00 |
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63400259d0
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[Performance] Move apply_w8a8_block_fp8_linear to an op class (#24666)
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>
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2025-09-23 12:03:10 -07:00 |
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Woosuk Kwon
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72dd1595b4
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[CI] Skip tests failing on main (#25326)
Signed-off-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
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2025-09-20 19:57:46 -07:00 |
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Cyrus Leung
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3d9a1d2de5
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[V1] Support LLM.apply_model (#18465)
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
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2025-09-20 07:14:35 +00:00 |
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Kyle Sayers
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22feac8e95
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[Transform] [Quantization] Add transforms to compressed tensors (#22486)
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2025-08-28 02:43:48 -04:00 |
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czhu-cohere
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2c2b140ae8
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[quantization] use channel scales for w4a8 + misc fixes (#23570)
Signed-off-by: czhu-cohere <conway.zhu@cohere.com>
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2025-08-26 18:23:23 -07:00 |
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Wentao Ye
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bda9d0535f
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[Refactor] Refactor MOE NVFP4 Code Base: ModelOpt + Compressed Tensor (#21631)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
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2025-07-27 05:25:21 -07:00 |
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Li, Jiang
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7721ef1786
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[CI/Build][CPU] Fix CPU CI and remove all CPU V0 files (#20560)
Signed-off-by: jiang1.li <jiang1.li@intel.com>
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2025-07-07 22:13:44 -07:00 |
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Dipika Sikka
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6f2f53a82d
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[Quantization] Add compressed-tensors NVFP4 MoE Support (#19990)
Signed-off-by: Dipika Sikka <dipikasikka1@gmail.com>
Signed-off-by: Dipika <dipikasikka1@gmail.com>
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2025-06-29 22:05:40 +00:00 |
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Dipika Sikka
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6bc7b57315
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[Quantization] Remove FP4 emulation; Fall-back to marlin for device < 100 (#19563)
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2025-06-16 17:33:51 -04:00 |
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Dipika Sikka
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c123bc33f9
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[Quantization] Add compressed-tensors NVFP4 support (#18312)
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2025-06-08 09:05:55 -04:00 |
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Dipika Sikka
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94870359cd
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[Quantization] Bump compressed-tensors version; update NVFP4A16 test model (#19224)
Signed-off-by: Dipika Sikka <dipikasikka1@gmail.com>
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2025-06-06 01:21:54 -07:00 |
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Dipika Sikka
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aa49f14832
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[Quantization] Skip Fp4 Test for compressed-tensors (#19217)
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2025-06-05 18:21:53 +00:00 |
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Simon Mo
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02f0c7b220
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[Misc] Add SPDX-FileCopyrightText (#19100)
Signed-off-by: simon-mo <simon.mo@hey.com>
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2025-06-03 11:20:17 -07:00 |
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