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445 Commits

Author SHA1 Message Date
Didier Durand
bcb06d7baf
[Doc]: fix typos in various files (#24726) 
Signed-off-by: Didier Durand <durand.didier@gmail.com>
 2025-09-12 06:43:12 -07:00
Michael Goin
c3aea10dc8
[Perf] Use upstream CUTLASS for SM90 Block FP8 kernel (#23280) 
Signed-off-by: mgoin <mgoin64@gmail.com>
Co-authored-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com>
 2025-09-11 15:43:14 -07:00
Ilya Markov
1fdd5c42d7
[Kernels] Enable Torch Symmetric Memory All-Reduce By Default (#24111) 
Signed-off-by: ilmarkov <markovilya197@gmail.com>
Co-authored-by: Michael Goin <mgoin64@gmail.com>
 2025-09-11 09:45:31 -07:00
Jee Jee Li
d11ec124a0
[Bench] Add qwen-next in benchmark_moe.py (#24661) 
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
 2025-09-11 21:29:43 +08:00
TaehyunKim
9bd831f501
[Model] New model support for Motif-1-Tiny (#23414) 
Signed-off-by: ca1207 <ca1207zzz@gmail.com>
Signed-off-by: TaehyunKim <73943231+ca1207@users.noreply.github.com>
Co-authored-by: WyldeCat <skan1543@gmail.com>
Co-authored-by: Jee Jee Li <pandaleefree@gmail.com>
 2025-09-10 23:29:40 -07:00
Ekagra Ranjan
0dc9cbb527
[Benchmark] Update bench doc with mtbench, blazedit, spec bench (#24450) 
Signed-off-by: Ekagra Ranjan <3116519+ekagra-ranjan@users.noreply.github.com>
 2025-09-09 21:15:41 +00:00
Ye (Charlotte) Qi
6fb2788163
[CI/Build][Doc] Fully deprecate old bench scripts for serving / throughput / latency (#24411) 
Signed-off-by: Ye (Charlotte) Qi <yeq@meta.com>
 2025-09-09 10:02:35 +00:00
elvischenv
bba1042c6f
[Flashinfer] Support Flashinfer TRTLLM FP8-qkv BF16/FP16-out Attention Kernel (#23647) 
Signed-off-by: elvischenv <219235043+elvischenv@users.noreply.github.com>
 2025-09-08 20:53:07 -07:00
Jee Jee Li
62f66be1f7
[Bugfix] Fix Qwen3-coder moe tuned config (#24072) 
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
 2025-09-07 05:19:46 +00:00
Jiangyun Zhu
77aec83b8c
[Benchmark] add benchmark for custom activation op (#23908) 
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>
 2025-09-06 20:12:05 -07:00
Didier Durand
83609ca91d
[Doc]: fix typos in Python comments (#24173) 
Signed-off-by: Didier Durand <durand.didier@gmail.com>
Co-authored-by: Russell Bryant <rbryant@redhat.com>
Co-authored-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com>
 2025-09-04 08:52:17 -07:00
anthonsu
04f3c35cff
Improve flexibility of auto_tune.sh execution. (#23766) 
Signed-off-by: Anthony Su <50185138+anthonsu@users.noreply.github.com>
Signed-off-by: anthonsu <50185138+anthonsu@users.noreply.github.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
 2025-09-04 09:41:41 +00:00
Weida Hong
12e1e63cc5
[Misc] Enhance output readability of helper script (#24214) 
Signed-off-by: Weida Hong <wdhongtw@google.com>
 2025-09-04 06:38:26 +00:00
Peter Pan
b5ee1e3261
Remove deprecated PyNcclConnector (#24151) 
Signed-off-by: Peter Pan <Peter.Pan@daocloud.io>
 2025-09-03 22:49:16 +00:00
Didier Durand
02d411fdb2
[Doc]: fix typos in Python comments (#24115) 
Signed-off-by: Didier Durand <durand.didier@gmail.com>
 2025-09-02 21:14:07 -07:00
co63oc
1bd007f234
fix some typos (#24071) 
Signed-off-by: co63oc <co63oc@users.noreply.github.com>
 2025-09-02 20:44:50 -07:00
Jiangyun Zhu
c83c4ff815
[Benchmark] Add support for local hf dataset path in benchmark (#23999) 
Signed-off-by: zjy0516 <riverclouds.zhu@qq.com>
 2025-09-02 17:49:16 +00:00
Michael Goin
b7adf94c4a
Tuned H100/H200 triton fp8 block configs for fused_qkv_a_proj (#23939) 
Signed-off-by: mgoin <mgoin64@gmail.com>
 2025-08-29 10:28:35 -07:00
YUQI.CHENG
66548f6603
[Bugfix] Fix benchmark_moe.py for blockwise fp8. (#23823) 
Signed-off-by: crischeng <420985011@qq.com>
Co-authored-by: cris <grace@guisenbindeMacBook-Pro.local>
 2025-08-28 21:44:09 +08:00
Michael Goin
a781e84ec2
[Perf] Tune configs for triton block fp8 gemm H100/H200 (#23748) 
Signed-off-by: mgoin <mgoin64@gmail.com>
 2025-08-28 11:12:53 +08:00
Chen Zhang
142ac08030
[Frontend] Optimize beam search performance by limiting concurrency (#23599) 
Signed-off-by: Chen Zhang <zhangch99@outlook.com>
 2025-08-27 04:59:14 +00:00
Didier Durand
7c04779afa
[Doc]: fix various spelling issues in multiple files (#23636) 
Signed-off-by: Didier Durand <durand.didier@gmail.com>
 2025-08-26 14:05:29 +00:00
Breno Baldas Skuk
0cb7b065c3
Feature/benchmark/random mm data/images (#23119) 
Signed-off-by: breno.skuk <breno.skuk@hcompany.ai>
 2025-08-25 01:28:35 -07:00
Ming Yang
504d914314
[Perf] Add Triton config for DeepSeek V3 FP8 EP32 H200 (#23504) 
Signed-off-by: Ming Yang <minos.future@gmail.com>
 2025-08-24 18:06:35 -07:00
czhu-cohere
e76e233540
[kernel] Support W4A8 on Hopper (#23198) 
Signed-off-by: czhu-cohere <conway.zhu@cohere.com>
 2025-08-24 06:18:04 +00:00
elvischenv
24d0c9e6ed
[NVIDIA][torch.compile] Support Flashinfer TRTLLM FP8-q/kv NVFP4-out Attention Kernel (#22703) 
Signed-off-by: elvischenv <219235043+elvischenv@users.noreply.github.com>
Co-authored-by: Luka Govedič <ProExpertProg@users.noreply.github.com>
 2025-08-22 22:09:05 +00:00
Michael Goin
3bbe11cc13
[Perf] Small optimizations for silu_mul_fp8_quant_deep_gemm (#23265) 
Signed-off-by: mgoin <mgoin64@gmail.com>
 2025-08-21 17:56:15 -04:00
Pavani Majety
1d353b6352
[Core] Always use tensor cores for Flashinfer Decode Wrapper (#23214) 
Signed-off-by: Pavani Majety <pmajety@nvidia.com>
 2025-08-21 16:02:11 -04:00
Cyrus Leung
0c31e28e95
[Bugfix] Fix extra whitespace in strings caused by newline (#23272) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-08-20 22:03:00 -07:00
Michael Goin
0cdbf5e61c
[Kernel/Quant] Remove the original marlin format and qqq (#23204) 
Signed-off-by: mgoin <mgoin64@gmail.com>
 2025-08-20 15:13:36 -04:00
shixianc
b17109beea
[Kernel] CUTLASS MoE FP8: Integrate cuda moe permute/unpermute (#23045) 
Signed-off-by: Shixian Cui <shixian@amazon.com>
 2025-08-20 10:35:26 -04:00
Zhewen Li
f729023272
[CI/Build] Also check DP in benchmarks throughput script (#23038) 
Co-authored-by: Simon Mo <simon.mo@hey.com>
 2025-08-20 04:09:27 +00:00
Chenheli Hua
1630cc8d0f
[Benchmarks] Add video inputs to ShareGPTDataset. (#23199) 
Signed-off-by: Chenheli Hua <huachenheli@outlook.com>
 2025-08-19 23:42:31 +00:00
Ruixiang Tan
03d4235fd2
[Misc] Fix the benchmark's README and improve the error messages for the benchmark's argument checks (#22654) 
Signed-off-by: tanruixiang <tanruixiang0104@gmail.com>
 2025-08-19 10:18:51 -07:00
Jee Jee Li
4d9c61993a
[Bugfix] Fix benchmark_moe.py (#23177) 
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
 2025-08-19 13:39:40 +00:00
elvischenv
03752dba8f
[NVIDIA] Support Flashinfer TRTLLM FP8-q/kv/out Attention Kernel (#21716) 
Signed-off-by: elvischenv <219235043+elvischenv@users.noreply.github.com>
Co-authored-by: Michael Goin <mgoin64@gmail.com>
Co-authored-by: Luka Govedič <ProExpertProg@users.noreply.github.com>
 2025-08-19 08:22:15 -04:00
hustxiayang
31436e8b4f
[Misc] Add request_id into benchmark_serve.py (#23065) 
Signed-off-by: yangxia <yangxiast@gmail.com>
 2025-08-19 08:32:18 +00:00
Daniel Serebrenik
3c8a787247
[Benchmark] Add flag --served-model-name to benchmark_serving_multi_turn (#22889) 
Signed-off-by: daniels <daniels@pliops.com>
 2025-08-19 07:48:07 +00:00
Michael Goin
4fc722eca4
[Kernel/Quant] Remove AQLM (#22943) 
Signed-off-by: mgoin <mgoin64@gmail.com>
Co-authored-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com>
 2025-08-16 19:38:21 +00:00
Seiji Eicher
de9cb61763
Add docs for PrefixRepetitionDataset + enable usage with vllm bench throughput (#23012) 
Signed-off-by: Seiji Eicher <seiji@anyscale.com>
Co-authored-by: Roger Wang <hey@rogerw.me>
 2025-08-16 10:21:20 +00:00
Jee Jee Li
6d3da472bc
[Misc] Add --save-dir option to benchmark_moe (#23020) 
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
 2025-08-16 07:26:10 +00:00
Chenheli Hua
993d3d122b
[Benchmarks] Include image data when ShareGPT4V dataset is used. (#22955) 
Signed-off-by: Chenheli Hua <huachenheli@outlook.com>
 2025-08-15 18:23:06 +00:00
frankie
b2c06509e5
[P/D]Provide bucket algorithm rate limiter for proxy_server (#22643) 
Signed-off-by: frankie-ys <yongshengwang@cmbchina.com>
Signed-off-by: frankie <wangyongsheng686@gmail.com>
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Co-authored-by: Kuntai Du <kuntai@uchicago.edu>
 2025-08-15 07:01:48 +00:00
Jinzhen Lin
33c63e9547
[Kernel] [Quantization] Add MXFP4 and bias support for marlin kernel (#22428) 
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Co-authored-by: lkchen <github@lkchen.net>
Co-authored-by: TJian <tunjian.tan@embeddedllm.com>
Co-authored-by: Gregory Shtrasberg <156009573+gshtras@users.noreply.github.com>
Co-authored-by: tlipoca9 <160737620+tlipoca9@users.noreply.github.com>
Co-authored-by: elvischenv <219235043+elvischenv@users.noreply.github.com>
Co-authored-by: wang.yuqi <noooop@126.com>
Co-authored-by: Benji Beck <benjibeck@meta.com>
Co-authored-by: youkaichao <youkaichao@gmail.com>
Co-authored-by: Siyuan Liu <lsiyuan@google.com>
Co-authored-by: Benjamin Chislett <chislett.ben@gmail.com>
Co-authored-by: LiuXiaoxuanPKU <lilyliupku@gmail.com>
Co-authored-by: simon-mo <xmo@berkeley.edu>
Co-authored-by: Chen Zhang <zhangch99@outlook.com>
Co-authored-by: Hongxia Yang <62075498+hongxiayang@users.noreply.github.com>
Co-authored-by: Minseok Lee <47620120+minseokl@users.noreply.github.com>
Co-authored-by: Yongye Zhu <zyy1102000@gmail.com>
Co-authored-by: Lucas Wilkinson <LucasWilkinson@users.noreply.github.com>
Co-authored-by: Zhang Jason <ning.zhang2@amd.com>
Co-authored-by: Asaf Joseph Gardin <39553475+Josephasafg@users.noreply.github.com>
Co-authored-by: asafg <asafg@ai21.com>
Co-authored-by: Lain <siyuanf@nvidia.com>
Co-authored-by: tc-mb <157115220+tc-mb@users.noreply.github.com>
Co-authored-by: imning3 <hbning@pku.edu.cn>
Co-authored-by: Maximilien de Bayser <mbayser@br.ibm.com>
Co-authored-by: Kunshang Ji <kunshang.ji@intel.com>
Co-authored-by: Tao He <linzhu.ht@alibaba-inc.com>
Co-authored-by: qscqesze <qingjun@minimaxi.com>
Co-authored-by: Syed Muhammad Bin Asif <92625830+syedmba@users.noreply.github.com>
Co-authored-by: Lionel Villard <villard@us.ibm.com>
Co-authored-by: WeiQing Chen <40507679+david6666666@users.noreply.github.com>
Co-authored-by: ycyaw66 <497410282@qq.com>
Co-authored-by: Moritz Sanft <58110325+msanft@users.noreply.github.com>
Co-authored-by: Ming Yang <minos.future@gmail.com>
Co-authored-by: Adrián García García <adrigarvk8@gmail.com>
Co-authored-by: Michael Goin <mgoin@redhat.com>
Co-authored-by: JaceyShao <65159281+JaceyShao@users.noreply.github.com>
Co-authored-by: shaojunqi <shaojunqi.sjq@alibaba-inc.com>
Co-authored-by: Ricardo Decal <crypdick@users.noreply.github.com>
Co-authored-by: Andrew Chan <andrewkchan.akc@gmail.com>
Co-authored-by: fxmarty-amd <felmarty@amd.com>
Co-authored-by: Andrew Sansom <andrew@protopia.ai>
Co-authored-by: Zhiyu <zhiyuc@nvidia.com>
Co-authored-by: Shu Wang <shuw@nvidia.com>
Co-authored-by: XIn Li <xinli@nvidia.com>
Co-authored-by: Junhao Li <streaver91@gmail.com>
Co-authored-by: Chauncey <chaunceyjiang@gmail.com>
Co-authored-by: iAmir97 <71513472+iAmir97@users.noreply.github.com>
Co-authored-by: iAmir97 <Amir.balwel@embeddedllm.com>
Co-authored-by: Hong Hanh <hanh.usth@gmail.com>
Co-authored-by: Daniel Serebrenik <74646983+pliops-daniels@users.noreply.github.com>
Co-authored-by: yewentao256 <zhyanwentao@126.com>
Co-authored-by: Guy Stone <guys@spotify.com>
Co-authored-by: yyweiss <70619747+yyweiss@users.noreply.github.com>
Co-authored-by: Pradyun92 <142861237+Pradyun92@users.noreply.github.com>
Co-authored-by: Pradyun Ramadorai <pradyunr@amazon.com>
Co-authored-by: Nicolò Lucchesi <nicolo.lucchesi@gmail.com>
 2025-08-14 11:23:22 -07:00
Jialin Ouyang
31a500c86f
[Core] [N-gram SD Optimization][1/n] Propose tokens with a single KMP (#22437) 
Signed-off-by: Jialin Ouyang <Jialin.Ouyang@gmail.com>
 2025-08-13 14:44:06 -07:00
Daniel Serebrenik
e5d3d63c42
[Benchmark] Fix terminal colors in benchmark_serving_multi_turn (python 3.12) (#22730) 
Signed-off-by: daniels <daniels@pliops.com>
 2025-08-12 14:41:37 +00:00
Jee Jee Li
384a052971
[Misc] benchmark_moe supports expert parallel (#22251) 
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
 2025-08-11 00:13:27 -07:00
Breno Baldas Skuk
65a7917be4
Fix(benchmarks): allow multiple mm contents in OpenAI Chat Completion Benchmarks (#22534) 
Signed-off-by: breno.skuk <breno.skuk@hcompany.ai>
 2025-08-10 09:03:15 -07:00
TJian
42172ad18f
[FEAT] [Performance] Add triton mrope to replace the torch code path (#22375) 
Signed-off-by: tjtanaa <tunjian.tan@embeddedllm.com>
 2025-08-09 11:50:03 -07:00
Daniel Serebrenik
f0964e29cb
[Benchmark] Add benchmark tool for multi turn conversations (#20267) 2025-08-08 10:28:50 -07:00