 Divakar Verma
|
6341d43043
|
[ROCm][Quantization] add quark w4a8 mxfp4_fp8 for LinearLayer (#35316)
Signed-off-by: Divakar Verma <divakar.verma@amd.com>
|
2026-03-13 19:44:24 +00:00 |
|
|
|
d5af196c18
|
[2/N] Elastic EP Milestone 2: Integrating NIXL-EP (#35627)
Signed-off-by: Itay Alroy <ialroy@nvidia.com>
Co-authored-by: Yongji Wu <wuyongji317@gmail.com>
Co-authored-by: Ron Tourgeman <rtourgeman@nvidia.com>
|
2026-03-13 09:25:33 -04:00 |
|
|
Jaewon
|
aaa3092f51
|
[MoE] Add routing simulation override for MXFP4 quantized MoE (#33595)
Signed-off-by: Jaewon Lee <jaewon@meta.com>
|
2026-03-13 00:30:44 +00:00 |
|
|
Michael GoinandClaude
|
57431d8231
|
[UX] Only show FP4 Marlin fallback warning for w4a4 models (#36806)
Co-authored-by: Claude <noreply@anthropic.com>
|
2026-03-12 05:19:35 -04:00 |
|
|
Hongbin Guo
|
4bf533623b
|
[Doc] Fix duplicate words in comments (#36713)
Signed-off-by: Hongbin10 <jdmjdm1998@163.com>
|
2026-03-10 21:28:31 -07:00 |
|
|
danisereb
|
0a6a3a1290
|
Add support for ModelOpt MXFP8 MoE models (#35986)
Signed-off-by: Daniel Serebrenik <daserebrenik@nvidia.com>
|
2026-03-08 13:00:05 -07:00 |
|
|
Jiayi YanandHarry Mellor
|
6a895197fa
|
[Bugfix][CI] fix typos (#34934)
Signed-off-by: 1195343015 <1195343015@qq.com>
Signed-off-by: Jiayi Yan <66017932+1195343015@users.noreply.github.com>
Co-authored-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
|
2026-03-05 17:05:46 +00:00 |
|
|
Kunshang JiandHarry Mellor
|
16d2ad1d38
|
[Hardware] Replace torch.cuda.empty_cache with torch.accelerator.empty_cache (#30681)
Signed-off-by: Kunshang Ji <kunshang.ji@intel.com>
Signed-off-by: Kunshang Ji <jikunshang95@gmail.com>
Co-authored-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
|
2026-03-04 09:49:47 +00:00 |
|
|
Chuan (Richard) Li
|
5dc3538736
|
[ROCm][Bugfix] Fall back from CK MXFP4 MoE when GEMM dimensions are unsupported (#35893)
Signed-off-by: Li <chuali@amd.com>
|
2026-03-04 08:30:54 +00:00 |
|
|
bnellnmandRobert Shaw
|
a9b8b13e5c
|
[Bugfix] Fix misnamed parameter in compressed_tensors_moe.py (#35813)
Signed-off-by: Bill Nell <bnell@redhat.com>
Co-authored-by: Robert Shaw <114415538+robertgshaw2-redhat@users.noreply.github.com>
|
2026-03-03 16:29:57 -05:00 |
|
|
|
97995f6376
|
[MoE Refactor] Create MK for TRTLLM Kernels (#32564)
Signed-off-by: Robert Shaw <robshaw@redhat.com>
Signed-off-by: Robert Shaw <rshaw@neuralmagic.com>
Signed-off-by: Robert Shaw <robertgshaw2@gmail.com>
Co-authored-by: Robert Shaw <robshaw@redhat.com>
Co-authored-by: Robert Shaw <rshaw@neuralmagic.com>
|
2026-03-03 10:39:50 -08:00 |
|
|
Kunshang Ji
|
92f5d0f070
|
[XPU] fix mxfp4 activation type (#35691)
Signed-off-by: Kunshang Ji <kunshang.ji@intel.com>
|
2026-03-02 11:48:39 +08:00 |
|
|
Seungho Yoon
|
5a435507d8
|
fix(mxfp4): return is_monolithic=False when LoRA is enabled for Triton backend (#35382)
Signed-off-by: Seungho Yoon <yoonsnowdev@gmail.com>
|
2026-03-01 09:59:30 -05:00 |
|
|
|
d5b6f3ba36
|
[ROCm][Quantization] Add Composable Kernel (CK) backend support for M… (#34301)
Signed-off-by: Doug Lehr <douglehr@amd.com>
Signed-off-by: Douglas Lehr <91553416+dllehr-amd@users.noreply.github.com>
Signed-off-by: Douglas Lehr <Doug.Lehr@amd.com>
Co-authored-by: Doug Lehr <douglehr@amd.com>
Co-authored-by: Cursor <cursoragent@cursor.com>
Co-authored-by: Rohan Potdar <66227218+Rohan138@users.noreply.github.com>
|
2026-02-28 03:37:01 +00:00 |
|
|
Pavani Majety
|
6283021142
|
[Bugfix] Fix KV Scale loading for MLA Models (#35430)
Signed-off-by: Pavani Majety <pmajety@nvidia.com>
|
2026-02-26 23:38:19 +00:00 |
|
|
Aleksandr MalyshevandAleksandr Malyshev
|
01923eec70
|
[ROCm][Quantization] GPT OSS Upstream MoE wmxfp4_afp8 with static scales (#30357)
Signed-off-by: Aleksandr Malyshev <maleksan@amd.com>
Co-authored-by: Aleksandr Malyshev <maleksan@amd.com>
|
2026-02-26 16:50:16 -06:00 |
|
|
Tyler Michael SmithandClaude Opus 4.6
|
eb19955c37
|
[WideEP] Remove pplx all2all backend (#33724)
Signed-off-by: Tyler Michael Smith <tlrmchlsmth@gmail.com>
Co-authored-by: Claude Opus 4.6 <noreply@anthropic.com>
|
2026-02-26 14:30:10 -08:00 |
|
|
sychen52
|
d0105b84f0
|
add mixed precision support for modelopt (#35047)
Signed-off-by: Shiyang Chen <shiychen@nvidia.com>
|
2026-02-26 21:56:24 +00:00 |
|
|
|
ec8ab9d254
|
[ROCm] Add dynamic mxfp4 quantization for DeepSeek V2 projection layers (#34157)
Signed-off-by: Doug Lehr <douglehr@amd.com>
Signed-off-by: Douglas Lehr <91553416+dllehr-amd@users.noreply.github.com>
Co-authored-by: Doug Lehr <douglehr@amd.com>
Co-authored-by: Rohan Potdar <66227218+Rohan138@users.noreply.github.com>
Co-authored-by: Gregory Shtrasberg <156009573+gshtras@users.noreply.github.com>
|
2026-02-26 10:00:49 -06:00 |
|
|
Wentao Ye
|
05972ea7e5
|
[Refactor] Remove dead or duplicate func utils or variables (#35318)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
|
2026-02-26 10:57:56 -05:00 |
|
|
Yongye Zhu
|
1976356ee6
|
[MoE Refactor] MXFP4 Cutlass Experts to MK (#34542)
Signed-off-by: Yongye Zhu <zyy1102000@gmail.com>
|
2026-02-25 17:32:39 -08:00 |
|
|
Kunshang Ji
|
8ad54a991b
|
[Platform] Add current_platform.num_compute_units interface (#35042)
Signed-off-by: Kunshang Ji <kunshang.ji@intel.com>
Signed-off-by: Kunshang Ji <jikunshang95@gmail.com>
|
2026-02-24 22:22:49 -08:00 |
|
|
danisereb
|
9609b1f18d
|
Integrate flashinfer mm_mxfp8 in ModelOpt MXFP8 (#35053)
Signed-off-by: Daniel Serebrenik <daserebrenik@nvidia.com>
|
2026-02-24 08:45:13 -07:00 |
|
|
danisereb
|
a0c7081695
|
Fix fallback to default tactic (flashinfer autotuner) with trtllm_fp4_block_scale_moe (#35088)
Signed-off-by: Daniel Serebrenik <daserebrenik@nvidia.com>
|
2026-02-24 07:25:44 -08:00 |
|
|
|
a87cc50859
|
[Attn,KV-cache] Use per-head scales in the attention selector (#34281)
Signed-off-by: Your Name <you@example.com>
Signed-off-by: Eldar Kurtic <research@neuralmagic.com>
Co-authored-by: Eldar Kurtic <research@neuralmagic.com>
Co-authored-by: Your Name <you@example.com>
|
2026-02-24 09:02:43 -05:00 |
|
|
|
6af03f2394
|
[Refactor] [1/N] Reorganize kernel abstraction directory (#34055)
Signed-off-by: BadrBasowid <badr.basowid@gmail.com>
Co-authored-by: vllmellm <vllm.ellm@embeddedllm.com>
Co-authored-by: TJian <tunjian.tan@embeddedllm.com>
|
2026-02-24 06:47:22 +00:00 |
|
|
Jia GuoandClaude Opus 4.6
|
ec85340531
|
[Quantization] Support FP8 MoE bias for models like GPT-OSS (#34906)
Signed-off-by: jasperjiaguo <jasperg662@gmail.com>
Co-authored-by: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
|
2026-02-23 19:07:47 -08:00 |
|
|
Eldar KurtićandYour Name
|
b95bb6927f
|
[kv-cache, ct] Use compressed-tensors as a source of ground-truth for quant strategies (#34254)
Signed-off-by: Your Name <you@example.com>
Co-authored-by: Your Name <you@example.com>
|
2026-02-23 07:37:55 -07:00 |
|
|
|
b7892a3bef
|
[Model] Add NVFP4 quantization support for Step3.5-Flash (#34478)
Signed-off-by: tacos8me <ian@cloudhabit.com>
Co-authored-by: Claude Opus 4.6 <noreply@anthropic.com>
Co-authored-by: Michael Goin <mgoin64@gmail.com>
|
2026-02-22 12:30:46 -07:00 |
|
|
BADAOUI Abdennacer
|
8dc8a99b56
|
[ROCm] Enable bitsandbytes quantization support on ROCm (#34688)
Signed-off-by: badaoui <abdennacerbadaoui0@gmail.com>
|
2026-02-21 00:34:55 -08:00 |
|
|
Frank WangandWentao Ye
|
059779231f
|
[Minor] Add logging when using MXFP4 MXFP8 TRTLLM backend (#34916)
Signed-off-by: frankwang28 <frank.wbb@hotmail.com>
Signed-off-by: Frank Wang <41319051+frankwang28@users.noreply.github.com>
Co-authored-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com>
|
2026-02-19 22:07:57 -08:00 |
|
|
Bowen Bao
|
d9e62c03eb
|
[Quark] Fix MoE fp8 activation scale handling on mi300 (#34386)
Signed-off-by: Bowen Bao <bowenbao@amd.com>
|
2026-02-19 21:27:14 -08:00 |
|
|
Michael Goin
|
f72061a19a
|
[UX] More descriptive reasons in is_supported_config for MoE (#34908)
Signed-off-by: mgoin <mgoin64@gmail.com>
|
2026-02-19 15:20:52 -08:00 |
|
|
Roger Wang
|
4fb8beefaa
|
[Bugfix] Fix cutlass fp8 kernel on hopper for Qwen3.5 (#34914)
Signed-off-by: Roger Wang <hey@rogerw.io>
|
2026-02-19 13:34:55 -08:00 |
|
|
Yongye ZhuandRobert Shaw
|
40da9625a1
|
[MoE Refactor] Convert mxfp4 marlin into modular kernel format (#34588)
Signed-off-by: Yongye Zhu <zyy1102000@gmail.com>
Co-authored-by: Robert Shaw <114415538+robertgshaw2-redhat@users.noreply.github.com>
|
2026-02-18 14:37:14 -08:00 |
|
|
Michael Goin
|
caeb887bf6
|
[Bugfix] Fix NVFP4 TRTLLM MoE non-gated support; add gsm8k for Nemotron-3-Nano FP8+NVFP4 (#34725)
Signed-off-by: mgoin <mgoin64@gmail.com>
|
2026-02-18 09:39:22 -08:00 |
|
|
Asaf Joseph Gardin
|
1faa8cb73c
|
[Quantization] - Added uses_meta_device_weights to quant config (#34645)
Signed-off-by: Josephasafg <ajgard7@gmail.com>
|
2026-02-17 23:43:44 -08:00 |
|
|
ElizaWszolaandLuka Govedič
|
a88b3be7c4
|
[Bugfix] Fix quant RMS norm fusion for quantization with TMA-aligned scales (#33255)
Signed-off-by: ElizaWszola <ewszola@redhat.com>
Co-authored-by: Luka Govedič <ProExpertProg@users.noreply.github.com>
|
2026-02-17 23:35:04 -08:00 |
|
|
Tim DettmersandClaude Opus 4.6
|
d44a5b6c47
|
Remove dead bitsandbytes CxB code from 8-bit inference path (#34633)
Co-authored-by: Claude Opus 4.6 <noreply@anthropic.com>
|
2026-02-17 01:49:14 -08:00 |
|
|
danisereb
|
ec7d9e6745
|
Fix call to moe_mk in modelopt MoE modules (required for LoRA) (#34575)
Signed-off-by: Daniel Serebrenik <daserebrenik@nvidia.com>
|
2026-02-16 07:33:09 -08:00 |
|
|
Samu TamminenandWentao Ye
|
a5ccc85c8c
|
[Bugfix] Fix Dynamo unexpected keyword argument (#34320)
Signed-off-by: Samu Tamminen <stammine@amd.com>
Co-authored-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com>
|
2026-02-16 01:32:30 -08:00 |
|
|
amitz-nv
|
f120bd42d3
|
[Kernel] Support Flashinfer trtllm fused MoE non gated FP8 & NVFP4 (#33506)
Signed-off-by: amitz-nv <203509407+amitz-nv@users.noreply.github.com>
|
2026-02-12 13:06:58 -08:00 |
|
|
xuebwang-amdandTJian
|
766e167821
|
[ROCm][quantization] improve OCP weight quant parser robust (#34431)
Signed-off-by: xuebwang-amd <xuebwang@amd.com>
Co-authored-by: TJian <tunjian.tan@embeddedllm.com>
|
2026-02-12 09:40:19 -08:00 |
|
|
|
8a798be929
|
[ROCm] Enable MXFP4 MoE weight pre-shuffling on gfx950 and update aiter (#34192)
Signed-off-by: Doug Lehr <douglehr@amd.com>
Co-authored-by: Doug Lehr <douglehr@amd.com>
Co-authored-by: Gregory Shtrasberg <156009573+gshtras@users.noreply.github.com>
Co-authored-by: tjtanaavllm <tunjian.tan@amd.com>
|
2026-02-12 05:06:33 -08:00 |
|
|
Kyle SayersandMichael Goin
|
e9cd691132
|
[Bugfix] Fix Sparse24 Compressed Tensors models (#33446)
Signed-off-by: Kyle Sayers <kylesayrs@gmail.com>
Co-authored-by: Michael Goin <mgoin64@gmail.com>
|
2026-02-11 23:15:16 -08:00 |
|
|
Michael Goin
|
ff1f83b056
|
[Refactor] Replace activation: str with MoEActivation enum (#33843)
Signed-off-by: mgoin <mgoin64@gmail.com>
Signed-off-by: Michael Goin <mgoin64@gmail.com>
|
2026-02-11 17:29:32 -08:00 |
|
|
Harry Mellor
|
40b8f55358
|
[Docs] Reduce time spent generating API docs (#34255)
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
|
2026-02-11 02:56:02 -08:00 |
|
|
Kunshang Ji
|
cb9574eb85
|
[XPU][9/N] clean up existing ipex code/doc (#34111)
Signed-off-by: Kunshang Ji <kunshang.ji@intel.com>
|
2026-02-11 00:27:15 -08:00 |
|
|
Robert ShawandRobert Shaw
|
9b17c57460
|
[ModelBash][DSR1 NVFp4] Removed Bf16 Bias Cast (#34298)
Signed-off-by: Robert Shaw <robshaw@redhat.com>
Co-authored-by: Robert Shaw <robshaw@redhat.com>
|
2026-02-11 05:00:00 +00:00 |
|
|
Tyler Michael SmithandRobert Shaw
|
066c6da6a0
|
[WideEP] Fix nvfp4 DeepEP High Throughput All2All backend (#33738)
Signed-off-by: Tyler Michael Smith <tlrmchlsmth@gmail.com>
Co-authored-by: Robert Shaw <114415538+robertgshaw2-redhat@users.noreply.github.com>
|
2026-02-10 19:15:43 -08:00 |
|