 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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Vensen
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6ea001cfb7
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[Bugfix][Quantization] Ensure input contiguity in per_token_quant_int8 (#31637)
Signed-off-by: vensen <vensenmu@gmail.com>
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2026-01-10 12:40:02 -08:00 |
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Michael Goin
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e6c6f2c79d
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[Quant] Support MXFP4 W4A16 for compressed-tensors dense models (#31926)
Signed-off-by: mgoin <mgoin64@gmail.com>
Signed-off-by: Michael Goin <mgoin64@gmail.com>
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2026-01-10 06:44:35 -08:00 |
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Lucas Wilkinson
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0a0aa07747
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[Quant] Make static quant support all group shapes (#30833)
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
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2026-01-09 12:49:27 -08:00 |
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jiahanc
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f9e2a75a1e
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[fix] add cutedsl to global sf (#32001)
Signed-off-by: jiahanc <173873397+jiahanc@users.noreply.github.com>
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2026-01-09 12:03:02 -08:00 |
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Shanshan Shen
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08d954f036
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[Doc] Add developer guide for CustomOp (#30886)
Signed-off-by: shen-shanshan <467638484@qq.com>
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2026-01-09 16:21:11 +00:00 |
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Robert ShawandRobert Shaw
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0fa8dd24d2
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[Bugfix] Fix Typo from NVFP4 Refactor (#31977)
Signed-off-by: Robert Shaw <robshaw@redhat.com>
Co-authored-by: Robert Shaw <robshaw@redhat.com>
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2026-01-08 16:18:50 -08:00 |
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5825bbc1f7
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[Quantization] Deprecate Long Tail of Schemes (#31688)
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>
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2026-01-08 19:07:45 -05:00 |
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Yongye ZhuandRobert Shaw
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d62cfe546d
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[MoE Refactoring][Bugfix]Wrap WNA16 Triton kernel into mk and change compressed tensor kernel selection (#31752)
Signed-off-by: Robert Shaw <robshaw@redhat.com>
Signed-off-by: Yongye Zhu <zyy1102000@gmail.com>
Co-authored-by: Robert Shaw <robshaw@redhat.com>
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2026-01-08 19:01:30 -05:00 |
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Dipika Sikka
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5d3b6097ad
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[Compressed-Tensors] Simplify NVFP4 Conditions, enable marlin support for NVFP4A16 MoEs (#30881)
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2026-01-08 17:45:17 -05:00 |
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bnellnm
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e74698c27a
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[Misc][Refactor] Add FusedMoERouter object (#30519)
Signed-off-by: Bill Nell <bnell@redhat.com>
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2026-01-08 20:52:55 +00:00 |
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danisereb
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b8112c1d85
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[Bugfix] Fix vllm serve failure with Nemotron Nano V3 FP8 (#31960)
Signed-off-by: Daniel Serebrenik <daserebrenik@nvidia.com>
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2026-01-08 16:08:37 +00:00 |
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9f6dcb71ae
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[MoE Refactor][16/N] Apply Refactor to NVFP4 (#31692)
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: Michael Goin <mgoin64@gmail.com>
Co-authored-by: Pavani Majety <pmajety@nvidia.com>
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2026-01-08 03:46:27 +00:00 |
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Robert Shaw
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5dcd7ef1f2
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[MoE Refactor][15/N] Apply Refactor to Fp8 (#31415)
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2026-01-07 19:42:33 -05:00 |
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Kate ChengandJhao-Ting Chen
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cc6dafaef2
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[Perf][Kernels] Enable FlashInfer DeepGEMM swapAB on SM90 (for W8A8 Linear Op) (#29213)
Signed-off-by: Kate Cheng <yunhsuanc@nvidia.com>
Signed-off-by: Jhao-Ting Chen <jhaotingc@nvidia.com>
Co-authored-by: Jhao-Ting Chen <jhaotingc@nvidia.com>
|
2026-01-07 10:53:54 -05:00 |
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BlankRandWentao Ye
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0790f07695
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[Misc] Improve error messages for unsupported types and parameters (#30593)
Signed-off-by: BlankR <hjyblanche@gmail.com>
Co-authored-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com>
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2026-01-07 09:00:16 +00:00 |
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weiyu
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e7596371a4
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[Refactor][TPU] Remove torch_xla path and use tpu-inference (#30808)
Signed-off-by: Wei-Yu Lin <weiyulin@google.com>
Signed-off-by: weiyu <62784299+weiyu0824@users.noreply.github.com>
|
2026-01-07 16:07:16 +08:00 |
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Kevin McKayandClaude Sonnet 4.5
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4614c5a539
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[Bugfix][Hardware][AMD] Consolidate FP8 min/max values helper function (#31106)
Signed-off-by: c0de128 <kevin.mckay@outlook.com>
Signed-off-by: Kevin McKay <kevin@example.com>
Co-authored-by: Claude Sonnet 4.5 <noreply@anthropic.com>
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2026-01-07 06:55:03 +00:00 |
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Li, Jiangandgemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
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8becf146bd
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[Quantization][Refactor] Move CPU GPTQ kernel into MP linear (#31801)
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>
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2026-01-06 19:10:18 +00:00 |
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Robert ShawandRobert Shaw
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af8fd73051
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[MoE Refactor][14/N] Clean Up FI Quant Config Smuggling (#31593)
Signed-off-by: Robert Shaw <robshaw@redhat.com>
Co-authored-by: Robert Shaw <robshaw@redhat.com>
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2026-01-06 15:47:04 +00:00 |
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Robert ShawandRobert Shaw
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f6c0009afa
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[Bugfix] Fix Broken ModelOpt NVFP4 MoE (#31742)
Signed-off-by: Robert Shaw <robshaw@redhat.com>
Co-authored-by: Robert Shaw <robshaw@redhat.com>
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2026-01-05 23:18:38 +00:00 |
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268b1c55ad
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[MoE Refactor][13/N] Convert FI to Use PFNoEP (#31533)
Signed-off-by: Robert Shaw <robshaw@redhat.com>
Signed-off-by: Robert Shaw <robertgshaw2@gmail.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>
|
2026-01-03 12:26:36 -08:00 |
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Andreas Karatzas
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6ef770df7c
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[MoE] Fix output_shape calculation in Attention layer to handle 3D query inputs (#31596)
Signed-off-by: Andreas Karatzas <akaratza@amd.com>
|
2026-01-02 15:46:23 +00:00 |
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Vaibhav Sourirajan
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1f43c121d5
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Remove unused use_marlin variable in Mxfp4MoEMethod (#31549)
Signed-off-by: vaibhav sourirajan <vs2787@columbia.edu>
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2026-01-01 21:13:36 -08:00 |
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Tmn07
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ca179d0f64
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[Bugfix] Fix activation quantization for compressed-tensors W4A16 (#31572)
Signed-off-by: Tmn07 <tmn0796@gmail.com>
|
2026-01-01 21:13:22 -08:00 |
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JartX
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07728bf5cd
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[BugFix] add select_gemm_impl on CompressedTensorsWNA16MoEMethod to support LoRA (#31453)
Signed-off-by: JartX <sagformas@epdcenter.es>
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2025-12-30 11:20:15 -08:00 |
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56f516254c
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[Bugfix][ROCm] Fix Static Quant Issue (#31502)
Signed-off-by: Robert Shaw <robshaw@redhat.com>
Co-authored-by: Robert Shaw <robshaw@redhat.com>
Co-authored-by: TJian <tunjian.tan@embeddedllm.com>
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2025-12-29 13:27:55 -08:00 |
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Robert ShawandRobert Shaw
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9152a30d8f
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[MoE Refactor][12/N] Marlin Fp8 MoE Pure Function (#31499)
Signed-off-by: Robert Shaw <robshaw@redhat.com>
Co-authored-by: Robert Shaw <robshaw@redhat.com>
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2025-12-29 13:27:00 -08:00 |
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Robert ShawandRobert Shaw
|
727c41f3fd
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[MoE Refactor][10/N] Cleanup Fp8 Process Weights After Loading (#31169)
Signed-off-by: Robert Shaw <robshaw@redhat.com>
Co-authored-by: Robert Shaw <robshaw@redhat.com>
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2025-12-27 20:22:48 +00:00 |
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506eb0f454
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[Bugfix] Remove dead block_quant_to_tensor_quant function (#31294)
Co-authored-by: yurekami <yurekami@users.noreply.github.com>
Co-authored-by: Claude Opus 4.5 <noreply@anthropic.com>
|
2025-12-24 17:22:48 +00:00 |
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Kevin McKay
|
66c9887440
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[Bugfix][Hardware][AMD] Fix FP8 dtype in silu_mul quantization (#31179)
Signed-off-by: c0de128 <kevin.mckay@outlook.com>
|
2025-12-24 10:37:11 -05:00 |
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Pavani Majety
|
3e10262356
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Revert "[SM100] Enable fp8 compute for prefill MLA (#30746)" (#31197)
Signed-off-by: Pavani Majety <pmajety@nvidia.com>
|
2025-12-22 18:15:33 -08:00 |
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Robert ShawandRobert Shaw
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b57b967386
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[MoE Refactor][7/N] AITER MK (#31102)
Signed-off-by: Robert Shaw <robshaw@redhat.com>
Co-authored-by: Robert Shaw <robshaw@redhat.com>
|
2025-12-22 16:42:58 -07:00 |
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Pavani Majety
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b10f41c894
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[SM100] Enable fp8 compute for prefill MLA (#30746)
Signed-off-by: Pavani Majety <pmajety@nvidia.com>
|
2025-12-22 19:15:57 +00:00 |
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Kevin McKayandClaude Sonnet 4.5
|
cf8eed7bef
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[Bugfix][ROCm] Fix typo: is_linear_fp8_enaled -> is_linear_fp8_enabled (#31109)
Signed-off-by: c0de128 <kevin.mckay@outlook.com>
Co-authored-by: Claude Sonnet 4.5 <noreply@anthropic.com>
|
2025-12-21 21:14:58 -08:00 |
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CedricHuang
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19cc9468fd
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[Feature]: Support NVIDIA ModelOpt HF FP8 variants FP8_PER_CHANNEL_PER_TOKEN and FP8_PB_WO in vLLM (#30957)
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2025-12-21 22:34:49 -05:00 |
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Robert Shaw
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b471092d3a
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[MoE Refactor][4/N] Marlin Fp8 Mk (#31036)
|
2025-12-21 12:37:42 -05:00 |
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Jinzhen Lin
|
7c73ceb581
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[Quantization] add marlin w4a8/w8a8 check (#31061)
Signed-off-by: Jinzhen Lin <jinzhen.ljz@antgroup.com>
|
2025-12-20 21:58:11 +00:00 |
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Jinzhen Linandgemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
|
ee52d9901d
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[Quantization] support logical_widths for fp8 marlin (#30962)
Signed-off-by: Jinzhen Lin <jinzhen.ljz@antgroup.com>
Signed-off-by: Jinzhen Lin <linjinzhen@hotmail.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
|
2025-12-20 12:02:57 -08:00 |
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54c8924384
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[MoE Refactor][5/N] Isolate zero expert to LongCatFlash (#28891)
Signed-off-by: baonudesifeizhai <85092850+baonudesifeizhai@users.noreply.github.com>
Signed-off-by: Dongjie Zou <85092850+baonudesifeizhai@users.noreply.github.com>
Signed-off-by: baonudesifeizhai <baonudesifeizhai@gmail.com>
Signed-off-by: Robert Shaw <robertgshaw2@gmail.com>
Co-authored-by: Robert Shaw <robshaw@redhat.com>
Co-authored-by: Robert Shaw <robertgshaw2@gmail.com>
|
2025-12-20 18:22:04 +00:00 |
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Yan Ma
|
560ae9638c
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[XPU] enable fp8 online streaming quantization (#30944)
Signed-off-by: Yan Ma <yan.ma@intel.com>
|
2025-12-20 13:45:27 +00:00 |
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Robert ShawandRobert Shaw
|
95befecc18
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[MoE Refactor][2/N] Use Modular Kernels for Fp8 (#30825)
Signed-off-by: Robert Shaw <robshaw@redhat.com>
Co-authored-by: Robert Shaw <robshaw@redhat.com>
|
2025-12-19 23:36:38 +00:00 |
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Robert ShawandRobert Shaw
|
83a317f650
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[MoE Refactor][3/N] Deprecate cutlass block quant fp8 (b200) (#30990)
Signed-off-by: Robert Shaw <robshaw@redhat.com>
Co-authored-by: Robert Shaw <robshaw@redhat.com>
|
2025-12-19 13:09:54 -08:00 |
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Wentao Ye
|
3bd8335bd0
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[Refactor] Refactor for DeepGemmQuantScaleFMT using cache (#30898)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
|
2025-12-19 13:50:39 -07:00 |
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969bbc7c61
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[Model] Add MiMo-V2-Flash support (#30836)
Signed-off-by: Abatom <abzhonghua@gmail.com>
Signed-off-by: Jumiar <liuanqim10@126.com>
Signed-off-by: Zyann7 <zyann7@outlook.com>
Co-authored-by: Jumiar <liuanqim10@126.com>
Co-authored-by: Zyann7 <zyann7@outlook.com>
Co-authored-by: Jee Jee Li <pandaleefree@gmail.com>
|
2025-12-19 17:17:03 +00:00 |
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Jinzhen Lin
|
5fbfa8d9ef
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[Quantization] fix marlin w8a8 check (#30961)
Signed-off-by: Jinzhen Lin <jinzhen.ljz@antgroup.com>
|
2025-12-19 07:33:22 -08:00 |
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Jinzhen Lin
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9187de9fac
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[Quantization] enable compressed-tensors marlin support for turing (2) (#31008)
Signed-off-by: Jinzhen Lin <jinzhen.ljz@antgroup.com>
|
2025-12-19 08:56:35 +00:00 |
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Jinzhen Lin
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de08b8f61b
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[Quantization] enable compressed-tensors marlin support for turing (#31000)
Signed-off-by: Jinzhen Lin <jinzhen.ljz@antgroup.com>
|
2025-12-18 20:29:48 -08:00 |
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Wentao Ye
|
97000a2be7
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[Bug] Fix compressed tensor not using deepgemm (#30820)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
|
2025-12-18 14:45:55 -05:00 |
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Vasiliy Kuznetsov
|
f4ee2c3d90
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fix fp8 online quantization streaming with tp > 1 (#30900)
Signed-off-by: vasiliy <vasiliy@fb.com>
|
2025-12-18 11:45:15 -05:00 |
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