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7ef40bb983
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[GPTOSS][DP/EP][Marlin] Enable GPTOSS DP/EP using Marlin kernels (#25488)
Signed-off-by: Varun Sundar Rabindranath <vsundarr@redhat.com>
Co-authored-by: Varun Sundar Rabindranath <vsundarr@redhat.com>
Co-authored-by: mgoin <mgoin64@gmail.com>
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2025-10-03 20:13:13 -04:00 |
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Wentao Ye
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c1ffcb55da
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[Refactor] Optimize FP8 MOE Backend Choice and Log (#26044)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
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2025-10-03 15:23:42 -06:00 |
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Pavani Majety
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a26917332f
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[Quantization/NVFP4] Speed up TRTLLM NVFP4 MOE weight loading and fix K/V scale loading for MLA Attn (#25968)
Signed-off-by: Pavani Majety <pmajety@nvidia.com>
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2025-10-03 19:35:06 +00:00 |
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Zhewen Li
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711f485643
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[Bugfix] Fix import gemm_afp4wfp4 failure on AMD (#26068)
Signed-off-by: zhewenli <zhewenli@meta.com>
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2025-10-02 22:37:25 -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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Jerry Zhang
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c31246800c
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Support RL online quantization with torchao (#23014)
Signed-off-by: Jerry Zhang <jerryzh168@gmail.com>
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2025-10-01 16:39:29 -07:00 |
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Wentao Ye
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1244948885
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[Log] Optimize Log for FP8MOE (#25709)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
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2025-09-30 19:18:43 -07:00 |
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Wentao Ye
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e6a226efba
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[Bug] Fix AttributeError: 'QKVParallelLinear' object has no attribute 'orig_dtype' (#25958)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
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2025-09-30 11:13:03 -07:00 |
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Pavani Majety
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ef283548f7
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[Bugfix] Fix accuracy issue of TRTLLM FP8 MOE and improve logging (#25895)
Signed-off-by: Pavani Majety <pmajety@nvidia.com>
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2025-09-30 10:51:31 -04:00 |
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Harry Mellor
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61aedb5ffe
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MoveVllmConfig from config/__init__.py to config/vllm.py (#25271)
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
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2025-09-29 19:49:49 -07:00 |
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Wentao Yeandgemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
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89e4050af4
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[Bug] Fix Weight Loading for Block FP8 Cutlass SM90 (#25909)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
Signed-off-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
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2025-09-30 09:15:19 +08:00 |
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Lee Nau
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d5ab28511c
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[Bugfix] Use correct key "ignore" for config.json non-quantized layers (#25706)
Signed-off-by: Lee Nau <lnau@nvidia.com>
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2025-09-29 15:07:29 -04:00 |
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Isotr0py
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d4d9899860
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[Quantization] Add field to skip unquantized modules for GPTQ config (#25455)
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
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2025-09-26 15:47:41 +00:00 |
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53a30845be
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Llamas 3.1 405B fp4 changes upstreaming from 355_wip (#25135)
Signed-off-by: Aleksandr Malyshev <maleksan@amd.com>
Co-authored-by: Aleksandr Malyshev <maleksan@amd.com>
Co-authored-by: Doug Lehr <douglehr@amd.com>
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2025-09-25 19:16:53 -06:00 |
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Wentao Ye
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9fe4c2bdb9
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[Refactor] Remove DeepGEMM OP Register (#25710)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
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2025-09-25 20:13:41 -04:00 |
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Shu Wang
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081b5594a2
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Fix routing_bias dtype (#25711)
Signed-off-by: Shu Wang. <shuw@nvidia.com>
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2025-09-25 23:35:14 +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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XuruiYangandyangxurui
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845adb3ec6
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[Model] Add LongCat-Flash (#23991)
Signed-off-by: yangxurui <yangxurui@meituan.com>
Co-authored-by: yangxurui <yangxurui@meituan.com>
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2025-09-24 21:53:40 -07:00 |
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Saman A. Pour
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90b139cfff
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Enable Fbgemm NVFP4 on Dense models (#25609)
Signed-off-by: Saman Keon <samanamp@outlook.com>
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2025-09-24 21:12:53 -07:00 |
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Wentao Ye
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1f29141258
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[Refactor] Use DeepGEMM Col Major TMA Aligned Tensor (#25517)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
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2025-09-24 18:52:36 -04:00 |
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54e42b72db
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Support mnnvl all2allv from Flashinfer (#21003)
Signed-off-by: Shu Wang <shuw@nvidia.com>
Signed-off-by: Shu Wang. <shuw@nvidia.com>
Signed-off-by: Tyler Michael Smith <tyler@neuralmagic.com>
Signed-off-by: Tyler Michael Smith <tlrmchlsmth@gmail.com>
Co-authored-by: Tyler Michael Smith <tyler@neuralmagic.com>
Co-authored-by: Tyler Michael Smith <tlrmchlsmth@gmail.com>
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2025-09-24 14:38:16 -04:00 |
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Li, Jiang
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1cbcfb94de
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[Bugfix][CPU] Skip unsupported custom op register on CPU (#25534)
Signed-off-by: jiang1.li <jiang1.li@intel.com>
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2025-09-24 06:21:51 +00:00 |
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Nikhil Gupta
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359d293006
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[fix]: add Arm 4bit fused moe support (#23809)
Signed-off-by: Nikhil Gupta <nikhil.gupta2@arm.com>
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2025-09-24 01:32:22 +00:00 |
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Juan Villamizarandjpvillam
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bde2a1a8a4
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[ROCm] Small functional changes for gptoss (#25201)
Signed-off-by: jpvillam <jpvillam@amd.com>
Co-authored-by: jpvillam <jpvillam@amd.com>
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2025-09-23 23:39:50 +00:00 |
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Michael Goin
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7361ab379f
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Remove redundant mutates_args and dispatch_key for direct_register_custom_op (#25512)
Signed-off-by: mgoin <mgoin64@gmail.com>
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2025-09-23 22:48:40 +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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Hashem Hashemi
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a3a7828010
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[ROCm] Add skinny gemm bias support for dtypes fp16,bf16,fp8 (#24988)
Signed-off-by: Hashem Hashemi <hashem.hashemi@amd.com>
Signed-off-by: Hashem Hashemi <159079214+amd-hhashemi@users.noreply.github.com>
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2025-09-23 14:31:45 -04:00 |
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bnellnmandMichael Goin
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f11e3c516b
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[Kernels] Support blocked fp8 quantization for compressed tensors MoE (#25219)
Signed-off-by: Bill Nell <bnell@redhat.com>
Co-authored-by: Michael Goin <mgoin64@gmail.com>
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2025-09-23 16:11:34 +00:00 |
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Varun Sundar RabindranathandVarun Sundar Rabindranath
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e8db44f883
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[DP/EP][GPTOSS] Use triton matmul-ogs kernels for GPTOSS DP/EP (#24588)
Signed-off-by: Varun Sundar Rabindranath <vsundarr@redhat.com>
Co-authored-by: Varun Sundar Rabindranath <vsundarr@redhat.com>
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2025-09-22 21:01:09 -07:00 |
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ZhiyuandMichael Goin
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431535b522
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Enable modelopt gemma3 nvfp4/fp8, make workflow more robust (#22771)
Signed-off-by: Zhiyu Cheng <zhiyuc@nvidia.com>
Signed-off-by: Michael Goin <mgoin64@gmail.com>
Co-authored-by: Michael Goin <mgoin64@gmail.com>
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2025-09-19 22:40:33 +00:00 |
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ddc9048394
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Fix: Correct FusedMoE layer reference in auto_round quantization (#24818)
Signed-off-by: David-Wen <18927700430@163.com>
Signed-off-by: Michael Goin <mgoin64@gmail.com>
Co-authored-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com>
Co-authored-by: Michael Goin <mgoin64@gmail.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
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2025-09-19 20:44:24 +00:00 |
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Varun Sundar RabindranathandVarun Sundar Rabindranath
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7852b82b93
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[Bugfix] GPT OSS Attritbute error on H100 (#25228)
Signed-off-by: Varun Sundar Rabindranath <vsundarr@redhat.com>
Co-authored-by: Varun Sundar Rabindranath <vsundarr@redhat.com>
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2025-09-19 13:14:09 -06:00 |
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samzong
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138f0d1e75
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[Docs] add __init__.py to vllm/model_executor/layers/quantization/compressed_tensors/transform (#24974)
Signed-off-by: samzong <samzong.lu@gmail.com>
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2025-09-19 18:32:27 +00:00 |
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Michael Goin
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fbd6523ac0
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Refactor dense FP8 tensor/channel/block utils and add CT FP8 block (#21404)
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2025-09-18 08:53:45 -04:00 |
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bnellnm
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5963b98b46
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[Kernel] Delegate construction of FusedMoEQuantConfig to FusedMoEMethodBase subclasses (#22537)
Signed-off-by: Bill Nell <bnell@redhat.com>
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2025-09-17 17:43:31 -06:00 |
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haoyangli-amdandHaoyang Li
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ca2d1925ef
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[Rocm] [quantization] Fix quark ptpc moe and add test case (#24649)
Signed-off-by: Haoyang Li <lihaoyang0109@gmail.com>
Co-authored-by: Haoyang Li <haoyang.li@amd.com>
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2025-09-16 22:15:13 -07:00 |
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cef32104b4
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[FP8] Extend per-token-group quantization support to QuantFP8 (#24342)
Signed-off-by: Tahsin Tunan <tahsintunan@gmail.com>
Signed-off-by: Luka Govedič <lgovedic@redhat.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
Co-authored-by: Luka Govedič <lgovedic@redhat.com>
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2025-09-16 18:31:06 -07:00 |
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Michael GoinandWentao Ye
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dbebb7f812
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[Perf] Reuse workspace for FP8+FP4 Marlin MoE (#20500)
Signed-off-by: mgoin <mgoin64@gmail.com>
Signed-off-by: Michael Goin <mgoin64@gmail.com>
Co-authored-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com>
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2025-09-16 15:45:10 -06:00 |
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3053a22b33
|
fp8 kv cache support fix for torch.compile (#22758)
Signed-off-by: Aleksandr Malyshev <maleksan@amd.com>
Signed-off-by: Gregory Shtrasberg <Gregory.Shtrasberg@amd.com>
Co-authored-by: Aleksandr Malyshev <maleksan@amd.com>
Co-authored-by: Gregory Shtrasberg <Gregory.Shtrasberg@amd.com>
Co-authored-by: Gregory Shtrasberg <156009573+gshtras@users.noreply.github.com>
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2025-09-16 21:27:11 +00:00 |
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Gregory Shtrasberg
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2891603efd
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[ROCm][Bugfix] Fix the case where there's bias (#24895)
Signed-off-by: Gregory Shtrasberg <Gregory.Shtrasberg@amd.com>
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2025-09-15 20:05:12 -06:00 |
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Kyle Sayers
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a0b26701c9
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[Transform] Deterministic Hadacore Transforms (#24106)
Signed-off-by: Kyle Sayers <kylesayrs@gmail.com>
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2025-09-15 12:59:31 -06:00 |
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Didier Durand
|
4979eb79da
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[Doc]: fix typos in various files (#24821)
Signed-off-by: Didier Durand <durand.didier@gmail.com>
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2025-09-15 01:08:52 -07:00 |
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Wentao YeandRobert Shaw
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fc2dbcda8b
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[Perf] Fix DeepGEMM Contiguous Layout Issue, 5.5% Throughput Improvement (#24783)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
Co-authored-by: Robert Shaw <114415538+robertgshaw2-redhat@users.noreply.github.com>
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2025-09-14 11:20:17 -04:00 |
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Matthew Bonanni
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7ba32aa60b
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[Attention][FlashInfer] Enable FP8 FlashInfer (TRTLLM) MLA decode (#24705)
Signed-off-by: Matthew Bonanni <mbonanni001@gmail.com>
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2025-09-12 15:45:53 -06:00 |
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Hyogeun Oh (오효근)
|
41f17bf290
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[Docs] Fix warnings in mkdocs build (continued) (#24740)
Signed-off-by: Zerohertz <ohg3417@gmail.com>
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2025-09-12 06:43:15 -07:00 |
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Wentao Ye
|
fcba05c435
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[Bug] Fix Layer weight_block_size Assertion Issue (#24674)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
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2025-09-11 19:47:59 -04:00 |
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Michael GoinandWentao Ye
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c3aea10dc8
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[Perf] Use upstream CUTLASS for SM90 Block FP8 kernel (#23280)
Signed-off-by: mgoin <mgoin64@gmail.com>
Co-authored-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com>
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2025-09-11 15:43:14 -07:00 |
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074854b24f
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[Kernel][B200] mxfp4 fused cutlass moe (#23696)
Signed-off-by: Duncan Moss <djm.moss@gmail.com>
Signed-off-by: Michael Goin <mgoin64@gmail.com>
Signed-off-by: mgoin <mgoin64@gmail.com>
Co-authored-by: Robert Shaw <114415538+robertgshaw2-redhat@users.noreply.github.com>
Co-authored-by: Michael Goin <mgoin64@gmail.com>
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2025-09-11 17:04:56 -04:00 |
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Wentao Ye
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a892b259b4
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[Doc] Remove Useless Comments (#24687)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
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2025-09-11 12:25:47 -07:00 |
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Jerry Zhang
|
2048c4e379
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[torchao] Support quantization configs using module swap (#21982)
Signed-off-by: Jerry Zhang <jerryzh168@gmail.com>
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2025-09-10 23:53:24 -07:00 |
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