 Kunshang Ji
|
55d037e2e5
|
[CT][FP8][Marlin] refactor CompressedTensorsW8A16Fp8 to use kernel abstraction (#38244)
Signed-off-by: Kunshang Ji <kunshang.ji@intel.com>
Signed-off-by: Kunshang Ji <jikunshang95@gmail.com>
|
2026-04-10 09:58:35 +08:00 |
|
|
Michael Goin
|
2800706f06
|
[Refactor] Move NVFP4 GEMM management into NvFp4LinearKernel (#39129)
Signed-off-by: mgoin <mgoin64@gmail.com>
|
2026-04-09 15:05:36 -04:00 |
|
|
PikaPikachu
|
827268e98d
|
[Quantization] Support Quark W8A8 INT8 MoE inference (#36320)
Signed-off-by: kangletian <Letian.Kang@amd.com>
|
2026-04-09 17:24:43 +00:00 |
|
|
Maral
|
2e9034c998
|
[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>
|
2026-04-09 08:50:39 +08:00 |
|
|
Benjamin Chislettandgemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
|
8332078cfd
|
[Bugfix] FlashInfer MXINT4 MoE crashes, missing do_finalize (#39315)
Signed-off-by: Benjamin Chislett <bchislett@nvidia.com>
Signed-off-by: Benjamin Chislett <chislett.ben@gmail.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
|
2026-04-08 20:36:33 -04:00 |
|
|
Wentao Ye
|
2018137242
|
[Feature] Batch invariant nvfp4 linear support (#39322)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
|
2026-04-08 16:29:13 -04:00 |
|
|
zofiaandKunshang Ji
|
ad3304425b
|
[XPU] add xpu backend implementation of mxfp8 quant (#38682)
Signed-off-by: Zhu, Zufang <zufang.zhu@intel.com>
Co-authored-by: Kunshang Ji <kunshang.ji@intel.com>
|
2026-04-08 08:30:35 +08:00 |
|
|
rasmith
|
83d09d36b5
|
[CI][Bugfix][AMD][ Ensure weights created when using emulating OCP MXFP4 (#36993)
Signed-off-by: Randall Smith <Randall.Smith@amd.com>
|
2026-04-08 00:37:16 +08:00 |
|
|
Jinzhen Lin
|
7310555482
|
[Bugfix] Fix marlin nvfp4 rescaling (#37502)
Signed-off-by: Jinzhen Lin <jinzhen.ljz@antgroup.com>
|
2026-04-07 08:57:17 -07:00 |
|
|
Wei Zhao
|
0be9516ea4
|
[Bug] Fix Trtllm Fp8 MoE Weight Shuffle Memory Fragamentation (#39054)
Signed-off-by: wzhao18 <wzhao18.sz@gmail.com>
|
2026-04-07 08:04:08 -04:00 |
|
|
bnellnm
|
b2b2c5239e
|
[MoE Refactor] Split up compressed_tensors_moe.py (#38960)
Signed-off-by: Bill Nell <bnell@redhat.com>
|
2026-04-06 20:07:54 -04:00 |
|
|
fxmarty-amdandKyle Sayers
|
00d7b497b3
|
[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>
|
2026-04-06 16:18:27 -06:00 |
|
|
|
e8ebbdde83
|
[Quantization] Add FlashInfer CuteDSL batched experts backend for NVFP4 MoE (#38251)
Signed-off-by: Yongye Zhu <zyy1102000@gmail.com>
Co-authored-by: Michael Goin <mgoin64@gmail.com>
Co-authored-by: Roger Wang <hey@rogerw.io>
|
2026-04-06 11:57:53 -07:00 |
|
|
Wei ZhaoandRobert Shaw
|
1af6f78ae5
|
[Perf] Change Trtllm fp8 MoE to use Shuffled Weights and BlockMajorK Layout (#38993)
Signed-off-by: wzhao18 <wzhao18.sz@gmail.com>
Co-authored-by: Robert Shaw <114415538+robertgshaw2-redhat@users.noreply.github.com>
|
2026-04-05 10:54:31 -04:00 |
|
|
Robert ShawandRobert Shaw
|
968ed02ace
|
[Quantization][Deprecation] Remove Petit NVFP4 (#32694)
Signed-off-by: Robert Shaw <robshaw@redhat.com>
Co-authored-by: Robert Shaw <robshaw@redhat.com>
|
2026-04-05 00:07:45 +00:00 |
|
|
Vasiliy Kuznetsov
|
7b1a7423be
|
[Frontend] new online quantization frontend (#38138)
Signed-off-by: Vasiliy Kuznetsov <vasiliy@meta.com>
|
2026-04-03 11:58:39 -04:00 |
|
|
Yusuf Mohammadandyusuf
|
46f02e00f2
|
[Bugfix] Fix AWQ models batch invariance issues (#38670)
Signed-off-by: yusuf <yusuf@deeplearningmachine.mynet>
Signed-off-by: <>
Co-authored-by: yusuf <yusuf@deeplearningmachine.mynet>
|
2026-04-03 14:54:15 +00:00 |
|
|
Qiming ZhangandKunshang Ji
|
6b4872240f
|
[XPU] bump up xpu-kernel v0.1.5, transpose moe weights (#38342)
Signed-off-by: mayuyuace <qiming1.zhang@intel.com>
Signed-off-by: Qiming Zhang <qiming1.zhang@intel.com>
Signed-off-by: Kunshang Ji <kunshang.ji@intel.com>
Co-authored-by: Kunshang Ji <kunshang.ji@intel.com>
|
2026-04-03 14:10:02 +00:00 |
|
|
|
bf8b022e60
|
[Intel][Triton] Support round_int8 for Intel backend (#38825)
Signed-off-by: Mieszko Dziadowiec <mdziadowiec@habana.ai>
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
Signed-off-by: Stefano Castagnetta <scastagnetta@nvidia.com>
Co-authored-by: Lucas Wilkinson <LucasWilkinson@users.noreply.github.com>
Co-authored-by: Stefano Castagnetta <scastagnetta@nvidia.com>
Co-authored-by: Claude <noreply@anthropic.com>
Co-authored-by: Kunshang Ji <kunshang.ji@intel.com>
|
2026-04-03 20:47:35 +08:00 |
|
|
Bowen BaoandRobert Shaw
|
103f0de565
|
[ROCm][Quantization][1/N] Refactor quark_moe w_mxfp4 w/ oracle (#38774)
Signed-off-by: Bowen Bao <bowenbao@amd.com>
Co-authored-by: Robert Shaw <114415538+robertgshaw2-redhat@users.noreply.github.com>
|
2026-04-03 03:29:57 +00:00 |
|
|
|
2ce3d0ce36
|
[Feature] KV cache per-token-head INT8/FP8 quantization (#38378)
Signed-off-by: JartX <sagformas@epdcenter.es>
Signed-off-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com>
Co-authored-by: yangyang4991 <yangyang4991@gmail.com>
Co-authored-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com>
Co-authored-by: Isotr0py <2037008807@qq.com>
|
2026-04-02 08:13:26 -04:00 |
|
|
Michael Goin
|
db5d0719e1
|
[Kernel] Add MXFP8 to Marlin GEMM/MoE and refactor Mxfp8LinearOp (#34664)
Signed-off-by: mgoin <mgoin64@gmail.com>
|
2026-04-01 09:41:42 -07:00 |
|
|
bnellnm
|
7cf56a59a2
|
[MoE Refactor] Make SharedExperts class for use with DefaultMoERunner (#35153)
Signed-off-by: Bill Nell <bnell@redhat.com>
|
2026-04-01 09:44:08 -04:00 |
|
|
Matthew Bonanni
|
116f4be405
|
[1/N][Cleanup] Standardize on use of is_quantized_kv_cache (#38659)
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
|
2026-04-01 04:08:01 +00:00 |
|
|
Yi Liu
|
0dd25a44ea
|
[Quantization][Autoround][XPU] Add W4A16 Support (#37986)
Signed-off-by: yiliu30 <yi4.liu@intel.com>
|
2026-03-31 16:48:24 +00:00 |
|
|
Kyle Sayers
|
5869f69c5f
|
[Online Quant] [QeRL] Minor code cleanup (#38574)
Signed-off-by: Kyle Sayers <kylesayrs@gmail.com>
|
2026-03-31 14:56:43 +00:00 |
|
|
Yintong Lu
|
f09daea261
|
[CPU] Support int8 compute mode in CPU AWQ (#35697)
Signed-off-by: Yintong Lu <yintong.lu@intel.com>
|
2026-03-31 15:27:37 +08:00 |
|
|
Johnny
|
b4a2f3ac36
|
[NVIDIA] Bugfix NVFP4 DGX Spark and RTX50 (#38423)
Signed-off-by: johnnynunez <johnnynuca14@gmail.com>
Signed-off-by: Johnny <johnnynuca14@gmail.com>
|
2026-03-30 09:36:18 -07:00 |
|
|
Hongxia YangandHongxia Yang
|
dbdd9ae067
|
[ROCm][Bugfix] fix exception related to trust_remote_code for MiniMax-M2.1-MXFP4 (#37698)
Signed-off-by: Hongxia Yang <hongxiay.yang@amd.com>
Co-authored-by: Hongxia Yang <hongxiay.yang@amd.com>
|
2026-03-30 15:49:23 +00:00 |
|
|
Matthias GehreandMichael Goin
|
e8b055a5ac
|
[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>
|
2026-03-30 07:30:52 -07:00 |
|
|
PikaPikachu
|
63babd17f1
|
[Model][Quantization] Add GGUF support for MiniMax-M2.1 (#36965)
Signed-off-by: kangletian <Letian.Kang@amd.com>
|
2026-03-30 14:24:06 +08:00 |
|
|
Kyle Sayers
|
d28d86e8a3
|
[QeRL] Fix online quantized reloading (#38442)
Signed-off-by: Kyle Sayers <kylesayrs@gmail.com>
|
2026-03-29 14:56:41 -06:00 |
|
|
IriKa
|
148a5c1226
|
[Bugfix]fix output Nan/Inf in marlin if dtype=float16 (#33972)
Signed-off-by: IriKa Qiu <qiujie.jq@gmail.com>
|
2026-03-27 16:36:08 -07:00 |
|
|
Kyle Sayers
|
648edcf729
|
[QeRL] Compose online quantization with quantized reloading (#38032)
Signed-off-by: Kyle Sayers <kylesayrs@gmail.com>
|
2026-03-27 13:22:33 -07:00 |
|
|
Gregory Shtrasberg
|
b8665383df
|
[ROCm] Fix GPT-OSS import for triton 3.6 (#37453)
Signed-off-by: Gregory Shtrasberg <Gregory.Shtrasberg@amd.com>
|
2026-03-27 18:00:57 +00:00 |
|
|
Rohan PotdarandAndreas Karatzas
|
0e9358c11d
|
{ROCm]: gpt-oss fusion/padding fixes (#38043)
Signed-off-by: Andreas Karatzas <akaratza@amd.com>
Signed-off-by: Rohan138 <rohanpotdar138@gmail.com>
Signed-off-by: Rohan Potdar <66227218+Rohan138@users.noreply.github.com>
Co-authored-by: Andreas Karatzas <akaratza@amd.com>
|
2026-03-27 12:19:15 -04:00 |
|
|
Bowen Bao
|
0ae89f18fd
|
[Refactor] Move FusedMoE hidden_size roundup to quant_method (#34285)
Signed-off-by: Bowen Bao <bowenbao@amd.com>
|
2026-03-26 23:38:26 -07:00 |
|
|
Zhewen LiandZhewen Li
|
be1a85b7a2
|
Revert "[MoE Kernel] Flashinfer nvfp4 cutedsl moe kernel integration" (#38050) (#38169)
Co-authored-by: Zhewen Li <zhewenli@inferact.ai>
|
2026-03-26 07:59:09 -07:00 |
|
|
Vadim Gimpelson
|
52069012fe
|
[Bugfix] Fix DeepGemm E8M0 accuracy degradation for Qwen3.5 FP8 on Blackwell (#38083)
Signed-off-by: Vadim Gimpelson <vadim.gimpelson@gmail.com>
|
2026-03-26 01:21:47 -07:00 |
|
|
BadrBasowidandgemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
|
e6bf9f15ec
|
[Bugfix][CI] Fix Marlin FP8 Linear Kernel for Compressed Tensors Format (#38092)
Signed-off-by: BadrBasowid <Badr.Basowid@gmail.com>
Signed-off-by: BadrBasowid <61441185+BadrBasowid@users.noreply.github.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
|
2026-03-25 21:11:43 -07:00 |
|
|
|
7d6917bef5
|
[ROCm] Fix MoE kernel test failures on gfx950 (#37833)
Signed-off-by: Andreas Karatzas <akaratza@amd.com>
Signed-off-by: Matthew Wong <Matthew.Wong2@amd.com>
Co-authored-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
Co-authored-by: Matthew Wong <Matthew.Wong2@amd.com>
|
2026-03-25 13:46:40 -05:00 |
|
|
Yongye Zhu
|
678b3c99e8
|
[MoE Kernel] Flashinfer nvfp4 cutedsl moe kernel integration (#38050)
|
2026-03-25 10:16:40 -07:00 |
|
|
Kunshang Ji
|
14771f7150
|
[XPU] support MLA model on Intel GPU (#37143)
Signed-off-by: Kunshang Ji <kunshang.ji@intel.com>
|
2026-03-25 17:43:42 +08:00 |
|
|
Andreas Karatzas
|
679c6a3ecc
|
[Bugfix][ROCm][MoE] Fix mxfp4 oracle regressions from #37128 (#37787)
Signed-off-by: Andreas Karatzas <akaratza@amd.com>
|
2026-03-25 08:17:33 +08:00 |
|
|
Li, Jiang
|
352b90c4a4
|
[Bugfix] Add replacement of _compute_slot_mapping_kernel on CPU (#37987)
Signed-off-by: jiang1.li <jiang1.li@intel.com>
|
2026-03-24 07:00:20 -07:00 |
|
|
RanranandWentao Ye
|
dc6908ac6a
|
[Bugfix] Register VLLM_BATCH_INVARIANT in envs.py to fix spurious unknown env var warning (#35007)
Signed-off-by: Ranran <1012869439@qq.com>
Signed-off-by: Ranran <hzz5361@psu.edu>
Signed-off-by: ran <hzz5361@psu.edu>
Co-authored-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com>
|
2026-03-23 18:31:14 -04:00 |
|
|
Kyle Sayers
|
38364a7e32
|
[Sparse24] [Deprecation] Remove Sparse24 CT integration and kernels (#36799)
Signed-off-by: Kyle Sayers <kylesayrs@gmail.com>
|
2026-03-23 16:03:29 -04:00 |
|
|
Kunshang Ji
|
debd6e768c
|
[XPU][MoE Refactor] Refactor xpu mxfp4 support into oracle (#37784)
Signed-off-by: Kunshang Ji <kunshang.ji@intel.com>
|
2026-03-23 11:10:41 +00:00 |
|
|
Kunshang Ji
|
27d5ee3e6f
|
[FP8]add FP8 WoQ kernel abstraction. (#32929)
Signed-off-by: Zhu, Zufang <zufang.zhu@intel.com>
|
2026-03-23 09:47:47 +00:00 |
|
|
Chuan (Richard) Li
|
e99fb98867
|
[ROCm] Fix fused_moe_fake signature mismatch and other AITER bugs (#36100)
Signed-off-by: Li <chuali@amd.com>
|
2026-03-23 15:48:31 +08:00 |
|