11450 Commits

Author SHA1 Message Date
Alexander Matveev
3aaa94ac99
[Performance] Reduce DeepGEMM N dim restriction from 128 to 64 multiplier (#28687)
Signed-off-by: Alexander Matveev <amatveev@redhat.com>
Signed-off-by: mgoin <mgoin64@gmail.com>
Co-authored-by: mgoin <mgoin64@gmail.com>
2025-11-19 15:47:13 -08:00
JartX
8e38e99829
[Feature] EPLB on Qwen3VLMoe and CompressedTensorsWNA16MoEMethod (#28849) 2025-11-19 18:30:08 -05:00
Wentao Ye
0075bfffd4
[CI] Fix precommit rope_theta issue (#29040)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
2025-11-19 14:22:43 -08:00
Max Hu
cb0a7b4bea
[Bugfix] Move flashinfer kernel check into ``__init__` function of `FusedMoE`` (#29018)
Signed-off-by: Max Hu <hyoung2991@gmail.com>
2025-11-19 21:54:15 +00:00
Lucas Wilkinson
8f4f77a727
[BugFix] Fix false assertion with spec-decode=[2,4,..] and TP>2 (#29036)
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
2025-11-19 13:43:54 -08:00
Micah Williamson
22e44ad589
[ROCm][CI] Fix Weight Loading With Multiple GPU Tests on ROCm (#28984)
Signed-off-by: Micah Williamson <micah.williamson@amd.com>
2025-11-19 21:31:33 +00:00
Yongye Zhu
88f5b19f0b
[DeepSeek] Fix DeepSeek V3.2 Rope Embedding (#28968)
Signed-off-by: Yongye Zhu <zyy1102000@gmail.com>
2025-11-19 16:30:04 -05:00
Shu Wang
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
Julien Denize
cdeec2e606
[BugFix] Ray with multiple nodes (#28873)
Signed-off-by: Julien Denize <julien.denize@mistral.ai>
2025-11-19 21:20:58 +00:00
Wentao Ye
1607e664f0
[Bug] Fix Batch Invariant MLA test (#28967)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
2025-11-19 21:18:32 +00:00
Ryan Rock
68d7231991
[CI/Build] Fix test_prefix_prefill for AMD (#28905)
Signed-off-by: Ryan Rock <ryan.rock@amd.com>
2025-11-19 16:04:36 -05:00
Qiu
2fd893b4ce
[Feature] Prefill Context Parallel (PCP) basic support (#28718)
Signed-off-by: QiuChunshuo <qiuchunshuo@huawei.com>
Signed-off-by: FENP <yuanyongjie.yyj@antgroup.com>
Signed-off-by: LookAround <lixushi@huawei.com>
Signed-off-by: Jingchun Gao <gaojingchun1@huawei.com>
Signed-off-by: zhenwenqi2024 <zhenwenqi_2022@qq.com>
Co-authored-by: FENP <yuanyongjie.yyj@antgroup.com>
Co-authored-by: LookAround <lixushi@huawei.com>
Co-authored-by: Jingchun Gao <gaojingchun1@huawei.com>
Co-authored-by: zhenwenqi2024 <zhenwenqi_2022@qq.com>
Co-authored-by: Jingchun Gao <63247409+gjc0824@users.noreply.github.com>
2025-11-19 15:52:44 -05:00
Izzy Putterman
02f5903b84
Eagle: MM Cuda Graphs with MRope (#28896)
Signed-off-by: Izzy Putterman <iputterman@nvidia.com>
Co-authored-by: Cyrus Leung <tlleungac@connect.ust.hk>
2025-11-19 15:01:05 -05:00
Aleksandr Malyshev
ac10fd3c69
Upstreaming aiter triton attention backend as a new backend (#28701)
Signed-off-by: Aleksandr Malyshev <maleksan@amd.com>
Co-authored-by: Aleksandr Malyshev <maleksan@amd.com>
2025-11-19 19:59:30 +00:00
杰兮
9d2d561257
[Bugfix] Fix precision corruption when shared_experts_stream=None (#28942)
Signed-off-by: zhyajie <yajizhan@amd.com>
Co-authored-by: zhyajie <yajizhan@amd.com>
2025-11-19 19:30:57 +00:00
Robert Shaw
fe69f331f8
[Kernels] Improve H200 Fused MoE Config (#28992)
Signed-off-by: Robert Shaw <114415538+robertgshaw2-redhat@users.noreply.github.com>
2025-11-19 19:23:54 +00:00
Jialin Ouyang
3319a493fc
[Core] Reuse created spec tokens lists to mitigate GC cost (#28917)
Signed-off-by: Jialin Ouyang <Jialin.Ouyang@gmail.com>
2025-11-19 19:20:22 +00:00
Copilot
61728cd1df
Re-enable FlashInfer for Llama4 on Blackwell in e2e fusion tests (#28966)
Signed-off-by: Luka Govedič <ProExpertProg@users.noreply.github.com>
Co-authored-by: copilot-swe-agent[bot] <198982749+Copilot@users.noreply.github.com>
Co-authored-by: ProExpertProg <11367180+ProExpertProg@users.noreply.github.com>
Co-authored-by: Luka Govedič <ProExpertProg@users.noreply.github.com>
2025-11-19 13:32:19 -05:00
Yuxuan Zhang
0c80efd94f
GLM-V video segmentation solution adjustment (#28941)
Signed-off-by: zRzRzRzRzRzRzR <2448370773@qq.com>
2025-11-19 17:32:55 +00:00
Harry Mellor
a8b70304d6
Update rope_scaling to rope_parameters in preparation for Transformers v5 (#28542)
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
2025-11-19 09:06:36 -08:00
Shanshan Shen
d44e9df7d4
[Model][Mamba] Add selector for mamba attention backend and make it pluggable for other device (#26487)
Signed-off-by: shen-shanshan <467638484@qq.com>
2025-11-19 16:24:55 +00:00
Lucas Wilkinson
48fc8b1e59
[BugFix] Fix async-scheduling + FlashAttn MLA (#28990)
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
2025-11-19 10:04:07 -05:00
vnadathur
1ffe934c8a
[torch.compile] caching of config fields should be opt-out by default (#26468)
Signed-off-by: vnadathur <glvikramn@gmail.com>
Signed-off-by: WorldExplored <srreyansh.sethi@gmail.com>
Signed-off-by: Srreyansh Sethi <srreyansh.sethi@gmail.com>
Signed-off-by: Srreyansh Sethi <107075589+WorldExplored@users.noreply.github.com>
Co-authored-by: WorldExplored <srreyansh.sethi@gmail.com>
Co-authored-by: Srreyansh Sethi <107075589+worldexplored@users.noreply.github.com>
Co-authored-by: vnadathur <236933696+vnadathur@users.noreply.github.com>
Co-authored-by: Luka Govedič <ProExpertProg@users.noreply.github.com>
2025-11-19 06:13:54 -08:00
Yanan Cao
2c8b9182b5
[CI] Reorganize compile tests so new tests are automatically included in CI (#28625)
Signed-off-by: Yanan Cao <gmagogsfm@gmail.com>
2025-11-19 06:13:50 -08:00
Harry Mellor
4f5299f717
Relax Transformers modeling backend MoE experts check (#28952)
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
2025-11-19 21:50:30 +08:00
Didier Durand
09540cd918
[Doc]: fix typos in various files (#29010)
Signed-off-by: Didier Durand <durand.didier@gmail.com>
2025-11-19 04:56:21 -08:00
Chen Bruce
da2f6800e0
[Feat][Perf] Enable deepep-low-latency with round-robin expert placement. (#28449)
Signed-off-by: bruceszchen <bruceszchen@tencent.com>
Co-authored-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
2025-11-19 13:46:24 +01:00
Tova Movshovitz
ba558c029a
[config] Expose get_total_num_hidden_layers() in ModelConfig (#28961)
Signed-off-by: tovam <tovam@pliops.com>
Co-authored-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com>
Co-authored-by: Cyrus Leung <tlleungac@connect.ust.hk>
2025-11-19 11:37:11 +00:00
Harry Mellor
97cfa99d59
[Docs] Take env var definition out of folded admonition (#29005)
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
2025-11-19 03:32:04 -08:00
j20120307
bbc6c2f1e5
[CI/Build] Fix broken build on Apple M1 (#28999)
Signed-off-by: Kan Zhu <j20120307@gmail.com>
2025-11-19 11:07:22 +00:00
ihb2032
8151609583
refactor(cpu_types_scalar.hpp): Unify scalar loop implementations using unroll_loop (#28847)
Signed-off-by: ihb2032 <1355790728@qq.com>
Co-authored-by: lyd1992 <liuyudong@iscas.ac.cn>
2025-11-19 11:05:44 +00:00
Michael Yao
fdf93486d6
[Docs] Clean up moe_kernel_features.md (#28530)
Signed-off-by: windsonsea <haifeng.yao@daocloud.io>
2025-11-19 02:35:29 -08:00
gnovack
d69062c67a
add support for --fully-sharded-loras in fused_moe (#28761)
Signed-off-by: gnovack <gnovack@amazon.com>
Co-authored-by: Jee Jee Li <pandaleefree@gmail.com>
2025-11-19 16:32:00 +08:00
Louie Tsai
ae4821a108
Add CPU support model (#28697)
Signed-off-by: Tsai, Louie <louie.tsai@intel.com>
2025-11-18 23:47:57 -08:00
Didier Durand
7ed27f3cb5
[Doc]: fix typos in various files (#28945)
Signed-off-by: Didier Durand <durand.didier@gmail.com>
2025-11-18 22:52:30 -08:00
Michael Goin
a4511e38db
Speed up macOS smoke test (#28954)
Signed-off-by: Michael Goin <mgoin64@gmail.com>
Signed-off-by: mgoin <mgoin64@gmail.com>
2025-11-18 22:46:32 -08:00
Roman Solomatin
71d0ae1c54
[Misc] Update embedding/cross encoder tests to use mteb v2 (#27329)
Signed-off-by: Roman Solomatin <36135455+Samoed@users.noreply.github.com>
Signed-off-by: wang.yuqi <noooop@126.com>
Signed-off-by: wang.yuqi <yuqi.wang@daocloud.io>
Co-authored-by: Cyrus Leung <tlleungac@connect.ust.hk>
Co-authored-by: Isotr0py <mozf@mail2.sysu.edu.cn>
Co-authored-by: wang.yuqi <noooop@126.com>
Co-authored-by: wang.yuqi <yuqi.wang@daocloud.io>
2025-11-18 22:28:40 -08:00
Lukas Geiger
3d4e7d34be
[Model][QwenVL] Simplify cos/sin rotary embedding indexing (#28962)
Signed-off-by: Lukas Geiger <lukas.geiger94@gmail.com>
2025-11-19 05:43:01 +00:00
Uranus
6a25ea5f0e
[Docs] Update oneshot imports (#28188)
Signed-off-by: UranusSeven <109661872+UranusSeven@users.noreply.github.com>
2025-11-19 05:30:08 +00:00
Gleb Kurchanov
73ff872db0
[Bugfix] Fix typo in Qwen3 Next model executor (#28960)
Signed-off-by: Gleb Kurchanov <nepherpitou@gmail.com>
2025-11-19 05:21:02 +00:00
Xin Yang
468a8d72ba
[Bugfix] Fix FusedMoEModularKernel for triton backend (#28913)
Signed-off-by: Xin Yang <xyangx@amazon.com>
2025-11-19 13:05:22 +08:00
Matthew Bonanni
4c23690f43
[Attention] FlashAttention ViT support, make default backend (#28763)
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
2025-11-18 20:06:21 -08:00
Strahinja Stamenkovic
814843e021
Enable bitsandbytes quantization on AMD GPUs that use warp size 32 (#27307)
Signed-off-by: sstamenk <strahinja.stamenkovic@amd.com>
2025-11-19 03:12:31 +00:00
Li, Jiang
20852c8f4c
[CPU] Refactor CPU WNA16 (#28826)
Signed-off-by: jiang1.li <jiang1.li@intel.com>
2025-11-19 10:32:00 +08:00
Jialin Ouyang
40b6b38f2c
[Core] Switch Flat logprob control from environment variable to SamplingParams (#28914)
Signed-off-by: Jialin Ouyang <Jialin.Ouyang@gmail.com>
Co-authored-by: 22quinn <33176974+22quinn@users.noreply.github.com>
2025-11-19 02:10:02 +00:00
Jerry Zhang
da94c7c0eb
Move online quantization to model.load_weights (#26327)
Signed-off-by: Jerry Zhang <jerryzh168@gmail.com>
2025-11-18 16:52:41 -08:00
tomeras91
1395461f5f
[Hybrid][torch.compile] Refactor mamba2 forward to avoid obscuring linear projections under custom op (#28587)
Signed-off-by: Tomer Asida <57313761+tomeras91@users.noreply.github.com>
2025-11-18 16:49:36 -08:00
Varun 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
Johnny
49ef847aa8
[NVIDIA] Guard SM100 CUTLASS MoE macro to SM100 builds v2 (#28938)
Signed-off-by: johnnynunez <johnnynuca14@gmail.com>
Signed-off-by: Johnny <johnnynuca14@gmail.com>
2025-11-18 16:44:27 -08:00
Michael Goin
67745d189f
Supress verbose logs from model_hosting_container_standards (#28949)
Signed-off-by: mgoin <mgoin64@gmail.com>
2025-11-18 12:29:06 -08:00