 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 |
|
|
Chendi.XueandKunshang Ji
|
92b9afeecd
|
[XPU] Quick fix for TritonMLA to remove cuda hardcode (#39088)
Signed-off-by: Chendi Xue <chendi.xue@intel.com>
Co-authored-by: Kunshang Ji <kunshang.ji@intel.com>
|
2026-04-08 00:17:58 +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 |
|
|
kkyyxhll
|
98e1a43af7
|
[Bugfix][Quantization] Fix PerTensorScale loading with tuple shard_id in MergedColumnParallelLinear (#38517)
Signed-off-by: loukang <loukang@xiaohongshu.com>
|
2026-04-07 11:16:26 -04:00 |
|
|
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 |
|
|
Jiangyun ZhuandLuka Govedič
|
8060bb0333
|
[vLLM IR] rework gemma_rms_norm (#39014)
Signed-off-by: zjy0516 <riverclouds.zhu@qq.com>
Signed-off-by: Jiangyun Zhu <riverclouds.zhu@qq.com>
Co-authored-by: Luka Govedič <ProExpertProg@users.noreply.github.com>
|
2026-04-07 01:37:00 -07:00 |
|
|
Rishapveer Singh
|
da4c0e4db9
|
[Model] Use AutoWeightsLoader for FalconH1 (#39092)
Signed-off-by: Rishapveer Singh <215205492+rishaps@users.noreply.github.com>
|
2026-04-07 16:25:17 +08:00 |
|
|
Netanel Haber
|
a9a0e0551f
|
nano-nemotron-vl: get_mm_max_tokens_per_item for audio, video, image == seq_len (#38727)
Signed-off-by: Netanel Haber <58652339+netanel-haber@users.noreply.github.com>
|
2026-04-07 00:23:29 -07:00 |
|
|
Andreas Karatzas
|
2df2c85be4
|
[Kernels][MoE] Fix legacy_routing to use bitmatrix-based routing path (#38504)
Signed-off-by: Andreas Karatzas <akaratza@amd.com>
|
2026-04-07 10:57:09 +08:00 |
|
|
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 |
|
|
Netanel Haber
|
dfa5062a8f
|
NemotronH default mamba_ssm_cache_dtype=float32; enable auto-hook for NemotronHNanoVLV2Config (#39032)
Signed-off-by: Netanel Haber <58652339+netanel-haber@users.noreply.github.com>
|
2026-04-06 19:47:46 +00:00 |
|
|
|
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 |
|
|
namgyu-youn
|
94fbb09894
|
[EASY] Drop duplicate KV-cache initialization (#38799)
Signed-off-by: namgyu-youn <namgyu.dev@gmail.com>
|
2026-04-06 18:05:39 +00:00 |
|
|
bnellnmandRobert Shaw
|
f01482408c
|
[MoE Refactor][Test] FusedMoE layer test (#24675)
Signed-off-by: Bill Nell <bnell@redhat.com>
Co-authored-by: Robert Shaw <114415538+robertgshaw2-redhat@users.noreply.github.com>
|
2026-04-06 17:17:23 +00:00 |
|
|
bnellnmandRobert Shaw
|
93bada494f
|
[MoE Refactor] Split of DefaultMoERunner class (#35326)
Signed-off-by: Bill Nell <bnell@redhat.com>
Co-authored-by: Robert Shaw <114415538+robertgshaw2-redhat@users.noreply.github.com>
|
2026-04-06 12:41:59 -04:00 |
|
|
Wentao Ye
|
4ae218c122
|
[Refactor] Remove unused dead code (#38842)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
|
2026-04-06 11:52:05 -04:00 |
|
|
Lucas Wilkinson
|
47e605092b
|
[Gemma4] Enable Fast Prefill Optimization (#38879)
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
|
2026-04-06 11:19:39 -04:00 |
|
|
bhargav-patel-29andgemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
|
c5e3454e5a
|
[Model] Add support for BharatGen's Param2MoE model (#38000)
Signed-off-by: bhargav-patel-29 <bhargav.patel@tihiitb.org>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
|
2026-04-06 16:19:56 +08:00 |
|
|
liuchenbing2026andliuchenbing
|
f6983f01de
|
MiniMax-M2: add Eagle3 speculative decoding support (#37512)
Signed-off-by: liuchenbing <chenliumail@163.com>
Signed-off-by: liucb <liuchengbao_work@163.com>
Co-authored-by: liuchenbing <chenliumail@163.com>
|
2026-04-05 19:50:18 -07:00 |
|
|
Andreas Karatzas
|
780ba37458
|
[ROCm][Quantization] Add asymmetric INT8 quantization support to TritonInt8ScaledMMLinearKernel (#38501)
Signed-off-by: Andreas Karatzas <akaratza@amd.com>
|
2026-04-06 09:42:10 +08:00 |
|
|
Netanel Haber
|
d56e952239
|
nano_nemotron_vl: fix tensor device mismatch exception when video profiling (#39029)
Signed-off-by: Netanel Haber <58652339+netanel-haber@users.noreply.github.com>
|
2026-04-05 22:23:45 +00:00 |
|
|
Greg PereiraandRobert Shaw
|
4dd49b06f8
|
[Bug] Fix Import paths for encoder_cudagraph modules (#38997)
Signed-off-by: greg pereira <grpereir@redhat.com>
Signed-off-by: Robert Shaw <114415538+robertgshaw2-redhat@users.noreply.github.com>
Co-authored-by: Robert Shaw <114415538+robertgshaw2-redhat@users.noreply.github.com>
|
2026-04-05 19:11:58 +00:00 |
|
|
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 |
|
|
|
228023b3a5
|
[Bugfix][MoE] Fix 6-8% decode regression: prefer multi-stream shared expert overlap (#38990)
Signed-off-by: Martin Vit <martin@voipmonitor.org>
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>
|
2026-04-05 10:28:31 -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 |
|
|
Robert Shaw
|
7d266abb22
|
Revert "[vLLM IR] gemma_rms_norm" (#38998)
|
2026-04-04 17:48:08 -04:00 |
|
|
Xiaoshuang Wang
|
156405d243
|
[vLLM IR] gemma_rms_norm (#38780)
Signed-off-by: Icey <1790571317@qq.com>
|
2026-04-04 13:55:52 -04:00 |
|
|
Artem Perevedentsevandgemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
|
99e5539a67
|
[Perf][GDN] Align TMA usage with upstream FLA (#38981)
Signed-off-by: Artem Perevedentsev <aperevedents@nvidia.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
|
2026-04-05 00:38:02 +08:00 |
|
|
LinkunandLuka Govedič
|
a88ce94bbb
|
[IR][RmsNorm] pass None if not has_weight (#38961)
Signed-off-by: Linkun Chen <github@lkchen.net>
Signed-off-by: Luka Govedič <ProExpertProg@users.noreply.github.com>
Co-authored-by: Luka Govedič <ProExpertProg@users.noreply.github.com>
|
2026-04-04 11:02:30 -04:00 |
|
|
lalit10andLalit Laxminarayan Bangad
|
93726b2a1c
|
Refactor Arctic loading to use AutoWeightsLoader (#38955)
Signed-off-by: Lalit Laxminarayan Bangad <lalitbangad@gmail.com>
Co-authored-by: Lalit Laxminarayan Bangad <lalitbangad@meta.com>
|
2026-04-04 05:01:09 +00:00 |
|
|
Yongye Zhu
|
8617f8676b
|
[Bugfix] Fix DSV32 weight loading (#38870)
Signed-off-by: Yongye Zhu <zyy1102000@gmail.com>
|
2026-04-03 19:57:52 -07:00 |
|
|
elenalil-aws
|
81994e1d0e
|
[Bugfix][LoRA] Fix missing in_proj_z in Qwen3_5ForConditionalGenerati… (#38927)
Signed-off-by: elenalil-aws <elenalil@amazon.com>
|
2026-04-03 23:30:09 +00:00 |
|
|
yzong-rh
|
a5a623d961
|
[Bugfix] Re-enable Renormalize routing for TRT-LLM MoE experts (#38859)
Signed-off-by: Yifan Zong <yzong@redhat.com>
|
2026-04-04 01:48:17 +08:00 |
|
|
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 |
|
|
Artem Perevedentsev
|
cb10b7e80b
|
[GDN] Eliminate GPU->CPU sync in prepare_chunk_indices during prefill (#38361)
Signed-off-by: Artem Perevedentsev <aperevedents@nvidia.com>
Signed-off-by: Vadim Gimpelson <156319763+vadiklyutiy@users.noreply.github.com>
|
2026-04-03 13:38:02 +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 |
|
|
Netanel Haber
|
fa9e68022d
|
Fix Nano Nemotron VL regressions (#38655)
Signed-off-by: Netanel Haber <58652339+netanel-haber@users.noreply.github.com>
|
2026-04-03 15:22:06 +08:00 |
|
|
Isotr0py
|
5506435419
|
[Misc] Clean up Gemma4 implementation (#38872)
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
|
2026-04-03 05:47:02 +00:00 |
|
|
Aaron Hao
|
4729b90838
|
[Bug] Add e_score_correction_bias to SKIP_TENSORS (#38746)
Signed-off-by: ahao-anyscale <ahao@anyscale.com>
|
2026-04-02 21:15:05 -07:00 |
|
|
Varun Sundar RabindranathandVarun Sundar Rabindranath
|
2ad7c0335f
|
[Model] Add Phi4ForCausalLMV for microsoft/Phi-4-reasoning-vision-15B (#38306)
Signed-off-by: Varun Sundar Rabindranath <vsundarr@redhat.com>
Co-authored-by: Varun Sundar Rabindranath <vsundarr@redhat.com>
|
2026-04-02 21:14:57 -07:00 |
|
|
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 |
|
|
Carl YandClaude Opus 4.6
|
1f5ec2889c
|
[mla] Support fused FP8/NVFP4 output quantization in MLA attention (#35792) (#36205)
Signed-off-by: Carl You <4531192+carlyou@users.noreply.github.com>
Signed-off-by: Carl Y <4531192+carlyou@users.noreply.github.com>
Co-authored-by: Claude Opus 4.6 <noreply@anthropic.com>
|
2026-04-02 21:16:11 -04:00 |
|
|
|
ee3cf45739
|
[XPU] Initial support for GDN attention on Qwen3-next/Qwen3.5 (#33657)
Signed-off-by: Yan Ma <yan.ma@intel.com>
Signed-off-by: Chendi Xue <chendi.xue@intel.com>
Co-authored-by: Chendi Xue <chendi.xue@intel.com>
Co-authored-by: Kunshang Ji <kunshang.ji@intel.com>
|
2026-04-03 08:59:11 +08:00 |
|
|
Vadim Gimpelson
|
771913e4a0
|
[Bugfix] Fix NVFP4+MTP crash: force unquantized mtp.fc for Qwen3.5 (#38832)
Signed-off-by: Vadim Gimpelson <vadim.gimpelson@gmail.com>
|
2026-04-03 04:45:57 +04:00 |
|
|
1096125073andxiayongqiang
|
71a9125c67
|
[New Model]: add support for telechat3 (#38510)
Signed-off-by: xiayongqiang <xiayq1@chinatelecom.cn>
Co-authored-by: xiayongqiang <xiayq1@chinatelecom.cn>
|
2026-04-03 08:26:22 +08:00 |
|
|
Nicolò Lucchesi
|
66e86f1dbd
|
[Kernel] Mamba support different layout for Conv state (#37416)
|
2026-04-03 01:50:09 +02:00 |
|
|
|
08ed2b9688
|
feat(models): implement Google Gemma 4 architecture support (MoE, Multimodal, Reasoning, Tool-Use) (#38826)
Signed-off-by: Luciano Martins <lucianommartins@users.noreply.github.com>
Signed-off-by: Luciano Martins <lucianomartins@google.com>
Co-authored-by: Luciano Martins <lucianommartins@users.noreply.github.com>
Co-authored-by: Isotr0py <2037008807@qq.com>
|
2026-04-02 11:13:28 -07:00 |
|