 Vensen
|
6ea001cfb7
|
[Bugfix][Quantization] Ensure input contiguity in per_token_quant_int8 (#31637)
Signed-off-by: vensen <vensenmu@gmail.com>
|
2026-01-10 12:40:02 -08:00 |
|
|
Lucas Wilkinson
|
0a0aa07747
|
[Quant] Make static quant support all group shapes (#30833)
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
|
2026-01-09 12:49:27 -08:00 |
|
|
jiahanc
|
f9e2a75a1e
|
[fix] add cutedsl to global sf (#32001)
Signed-off-by: jiahanc <173873397+jiahanc@users.noreply.github.com>
|
2026-01-09 12:03:02 -08:00 |
|
|
Robert ShawandRobert Shaw
|
0fa8dd24d2
|
[Bugfix] Fix Typo from NVFP4 Refactor (#31977)
Signed-off-by: Robert Shaw <robshaw@redhat.com>
Co-authored-by: Robert Shaw <robshaw@redhat.com>
|
2026-01-08 16:18:50 -08:00 |
|
|
danisereb
|
b8112c1d85
|
[Bugfix] Fix vllm serve failure with Nemotron Nano V3 FP8 (#31960)
Signed-off-by: Daniel Serebrenik <daserebrenik@nvidia.com>
|
2026-01-08 16:08:37 +00:00 |
|
|
|
9f6dcb71ae
|
[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>
|
2026-01-08 03:46:27 +00:00 |
|
|
Robert Shaw
|
5dcd7ef1f2
|
[MoE Refactor][15/N] Apply Refactor to Fp8 (#31415)
|
2026-01-07 19:42:33 -05:00 |
|
|
Kate ChengandJhao-Ting Chen
|
cc6dafaef2
|
[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 |
|
|
Kevin McKayandClaude Sonnet 4.5
|
4614c5a539
|
[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>
|
2026-01-07 06:55:03 +00:00 |
|
|
Li, Jiangandgemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
|
8becf146bd
|
[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>
|
2026-01-06 19:10:18 +00:00 |
|
|
Robert ShawandRobert Shaw
|
af8fd73051
|
[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>
|
2026-01-06 15:47:04 +00:00 |
|
|
Robert ShawandRobert Shaw
|
9152a30d8f
|
[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>
|
2025-12-29 13:27:00 -08:00 |
|
|
|
506eb0f454
|
[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 |
|
|
Kevin McKay
|
66c9887440
|
[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 |
|
|
Pavani Majety
|
3e10262356
|
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 |
|
|
Pavani Majety
|
b10f41c894
|
[SM100] Enable fp8 compute for prefill MLA (#30746)
Signed-off-by: Pavani Majety <pmajety@nvidia.com>
|
2025-12-22 19:15:57 +00:00 |
|
|
Jinzhen Lin
|
7c73ceb581
|
[Quantization] add marlin w4a8/w8a8 check (#31061)
Signed-off-by: Jinzhen Lin <jinzhen.ljz@antgroup.com>
|
2025-12-20 21:58:11 +00:00 |
|
|
Jinzhen Linandgemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
|
ee52d9901d
|
[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 |
|
|
Wentao Ye
|
3bd8335bd0
|
[Refactor] Refactor for DeepGemmQuantScaleFMT using cache (#30898)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
|
2025-12-19 13:50:39 -07:00 |
|
|
|
969bbc7c61
|
[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 |
|
|
Jinzhen Lin
|
5fbfa8d9ef
|
[Quantization] fix marlin w8a8 check (#30961)
Signed-off-by: Jinzhen Lin <jinzhen.ljz@antgroup.com>
|
2025-12-19 07:33:22 -08:00 |
|
|
Jinzhen Lin
|
9187de9fac
|
[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 |
|
|
Wentao Ye
|
f284d7bd0c
|
[Bug] Fix AttributeError: 'ColumnParallelLinear' object has no attribute weight_scale_inv (#30823)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
|
2025-12-17 02:00:35 -08:00 |
|
|
jiahanc
|
254a7f8fd6
|
[Perf] Do FP4 quant before All gather on flashinfer trtllmgen MOE (#30014)
Signed-off-by: jiahanc <173873397+jiahanc@users.noreply.github.com>
|
2025-12-16 13:01:48 -08:00 |
|
|
Ming Yang
|
ce12b407f2
|
[TRTLLM] Remove the MoE GEMM weight name change (#30713)
Signed-off-by: Ming Yang <minos.future@gmail.com>
|
2025-12-16 11:01:38 -05:00 |
|
|
|
3778673ea8
|
[Feat] Refactor for parallel_config in FusedMoEModularKernel (#30282)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
Signed-off-by: Robert Shaw <robshaw@redhat.com>
Co-authored-by: Robert Shaw <robshaw@redhat.com>
Co-authored-by: Robert Shaw <114415538+robertgshaw2-redhat@users.noreply.github.com>
|
2025-12-15 04:21:36 +00:00 |
|
|
Roberto L. Castroandyoukaichao
|
4fa7ce46f3
|
[Feature] Add SM103 (Blackwell Ultra) Support to vLLM (#30484)
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>
|
2025-12-12 19:34:23 -08:00 |
|
|
rasmithandRandall Smith
|
08f8a5627e
|
[CI/Build][Kernel][BugFix][AMD] Fix per_token_group_quant_fp8 to use correct fp8 min/max values and update atol/rtol in test_quantfp8_group_functionality (#30292)
Signed-off-by: Randall Smith <ransmith@amd.com>
Co-authored-by: Randall Smith <ransmith@amd.com>
|
2025-12-12 18:41:56 -05:00 |
|
|
Xin Yang
|
1f19d8f899
|
[Perf] Set split_k to 1 for triton_kernels (#30528)
Signed-off-by: Xin Yang <xyangx@amazon.com>
|
2025-12-12 14:07:57 -05:00 |
|
|
jiahanc
|
0ab23c2b2b
|
[fix] fix SM check for Flashinfer TRTLLM MOE (#30314)
Signed-off-by: jiahanc <173873397+jiahanc@users.noreply.github.com>
|
2025-12-12 01:00:58 +00:00 |
|
|
Andrew BriandandAndrew Briand
|
a00d88973d
|
[EPLB] Support EPLB w/ NVFP4 (#29804)
Signed-off-by: Andrew Briand <abriand@nvidia.com>
Co-authored-by: Andrew Briand <abriand@nvidia.com>
|
2025-12-11 22:59:40 +00:00 |
|
|
ElizaWszola
|
2e7035dd8c
|
[Bugfix] Fix fp8 DeepGemm compilation issues (#30336)
|
2025-12-09 20:17:25 -05:00 |
|
|
|
3c680f4a17
|
[Rocm][torch.compile] Adding layernorm + fp8 block quant and silu + fp8 block quant for Aiter (#25693)
Signed-off-by: charlifu <charlifu@amd.com>
Signed-off-by: Micah Williamson <micah.williamson@amd.com>
Signed-off-by: Charlie Fu <Charlie.Fu@amd.com>
Co-authored-by: Micah Williamson <micah.williamson@amd.com>
Co-authored-by: wuhuikx <hattie.wu@amd.com>
Co-authored-by: Luka Govedič <ProExpertProg@users.noreply.github.com>
Co-authored-by: Gregory Shtrasberg <156009573+gshtras@users.noreply.github.com>
|
2025-12-09 22:39:26 +00:00 |
|
|
Kyle Sayers
|
fccd532587
|
[Quantization] FP8 Weight Reloading for Quantized RL Rollout (#28480)
Signed-off-by: Kyle Sayers <kylesayrs@gmail.com>
|
2025-12-09 13:54:32 -08:00 |
|
|
czhu-cohere
|
f6227c22ab
|
[Kernel]Support W4A8 Grouped GEMM on Hopper (#29691)
Signed-off-by: czhu-cohere <conway.zhu@cohere.com>
|
2025-12-08 19:29:06 -08:00 |
|
|
Zhewen Li
|
ae339b1a67
|
[Bugfix] Fix DeepGEMM after #29546 (#30267)
Signed-off-by: zhewenli <zhewenli@meta.com>
Signed-off-by: Zhewen Li <zhewenli@meta.com>
|
2025-12-09 01:05:27 +00:00 |
|
|
ElizaWszolaandyewentao256
|
af0444bf40
|
[Performance] Fused blockwise quant RMS norm (#27883)
Signed-off-by: ElizaWszola <ewszola@redhat.com>
Signed-off-by: yewentao256 <zhyanwentao@126.com>
Co-authored-by: yewentao256 <zhyanwentao@126.com>
|
2025-12-07 16:38:04 +00:00 |
|
|
Wentao Ye
|
541a2ef892
|
[Perf] Deepgemm fused layout kernel for activations, 4.3% throughput improvement, 10.7% TTFT improvement. (#29546)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
|
2025-12-07 20:31:14 +08:00 |
|
|
yuttian1
|
c4d62618ca
|
Fix AWQ MoE marlin check issue in marlin_utils.py for AMD backend (#30102)
Signed-off-by: yuttian1 <yuttian@amd.com>
|
2025-12-05 20:54:38 -08:00 |
|
|
rasmithandRandall Smith
|
dc839ad03d
|
[CI/Build][AMD][Quantization] Fix test_int8_kernel.py by updating int8_utils to use hip.libdevice.round (#30151)
Signed-off-by: Randall Smith <ransmith@amd.com>
Co-authored-by: Randall Smith <ransmith@amd.com>
|
2025-12-05 20:52:11 -08:00 |
|
|
Wentao Ye
|
7b5575fa7d
|
[Bug] Fix vLLM config is not set error (#29999)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
|
2025-12-05 16:42:12 -05:00 |
|
|
|
19bee6d12d
|
[Performance][DP/EP] Add silu_mul_per_token_group_quant_fp8_colmajor kernel (#29470)
Signed-off-by: Varun Sundar Rabindranath <vsundarr@redhat.com>
Co-authored-by: Varun Sundar Rabindranath <vsundarr@redhat.com>
Co-authored-by: Tyler Michael Smith <tyler@neuralmagic.com>
|
2025-12-03 18:04:59 +00:00 |
|
|
|
1656ad3704
|
[Kernel][Quantization] add w4a8 support for marlin kernel (#24722)
Signed-off-by: Jinzhen Lin <jinzhen.ljz@antgroup.com>
Signed-off-by: Michael Goin <mgoin64@gmail.com>
Signed-off-by: Jinzhen Lin <linjinzhen@hotmail.com>
Co-authored-by: Michael Goin <mgoin64@gmail.com>
Co-authored-by: Michael Goin <mgoin@redhat.com>
|
2025-11-29 07:19:33 -08:00 |
|
|
jiahancandmgoin
|
5f96c00c55
|
[Fix] Add SM check to flashinfer MOE backend (#29144)
Signed-off-by: jiahanc <173873397+jiahanc@users.noreply.github.com>
Signed-off-by: mgoin <mgoin64@gmail.com>
Co-authored-by: mgoin <mgoin64@gmail.com>
|
2025-11-23 00:39:30 +00:00 |
|
|
Lukas Geiger
|
d045e22dfe
|
[Model][Qwen3VL] Tune Triton w8a8 block fp8 kernel for L40s (#29217)
Signed-off-by: Lukas Geiger <lukas.geiger94@gmail.com>
|
2025-11-21 17:30:55 -08:00 |
|
|
Mingyuan Maandmgoin
|
b4c8fbaae2
|
Add TRTLLM MoE NVFP4 kernel to CompressedTensorsW4A4MoeMethod (#28892)
Signed-off-by: mingyuanm <mingyuanm@nvidia.com>
Signed-off-by: mgoin <mgoin64@gmail.com>
Co-authored-by: mgoin <mgoin64@gmail.com>
|
2025-11-21 09:54:11 -07:00 |
|
|
Hongxia Yang
|
3f5f36da3f
|
[ROCm] Fix for import when building with upstream triton for gfx1100 for gpt-oss serving (#29127)
Signed-off-by: Hongxia Yang <hongxia.yang@amd.com>
|
2025-11-21 03:30:07 +00:00 |
|
|
Shu WangandMichael Goin
|
613abb50d5
|
[MoE] Nvfp4 Masked Gemm: Add flashinfer grouped_gemm_nt_masked (#25990)
Signed-off-by: Shu Wang. <shuw@nvidia.com>
Signed-off-by: mgoin <mgoin64@gmail.com>
Co-authored-by: Michael Goin <mgoin64@gmail.com>
|
2025-11-19 13:29:06 -08:00 |
|
|
Varun Sundar RabindranathandVarun Sundar Rabindranath
|
9912b8ccb8
|
[Build] Add OpenAI triton_kernels (#28788)
Signed-off-by: Varun Sundar Rabindranath <vsundarr@redhat.com>
Co-authored-by: Varun Sundar Rabindranath <vsundarr@redhat.com>
|
2025-11-18 16:45:20 -08:00 |
|
|
jiahancandMichael Goin
|
561253b37f
|
[Performance][Fix] update nvfp4 code to support renorm routing (#28569)
Signed-off-by: jiahanc <173873397+jiahanc@users.noreply.github.com>
Co-authored-by: Michael Goin <mgoin64@gmail.com>
|
2025-11-16 18:02:42 -08:00 |
|