472 Commits

Author SHA1 Message Date
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>
Co-authored-by: Cyrus Leung <cyrus.tl.leung@gmail.com>
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)
Signed-off-by: rongfu.leng <rongfu.leng@daocloud.io>
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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
Syed Muhammad Bin Asif
609b533cb6
[Bugfix] Add proper comparison for package versions (#22314)
Signed-off-by: Syed Muhammad Bin Asif <syedmba7@connect.hku.hk>
2025-08-06 20:31:03 -07:00
elvischenv
83156c7b89
[NVIDIA] Support Flashinfer TRT-LLM Prefill Attention Kernel (#22095)
Signed-off-by: elvischenv <219235043+elvischenv@users.noreply.github.com>
2025-08-05 02:45:34 -07:00
ericehanley
309c1bb822
[Bug] Update auto_tune.sh to separate benchmarking and profiling. (#21629)
Signed-off-by: Eric Hanley <ericehanley@google.com>
2025-08-04 15:12:06 +00:00
Roger Wang
067c34a155
docs: remove deprecated disable-log-requests flag (#22113)
Signed-off-by: Roger Wang <hey@rogerw.me>
2025-08-02 00:19:48 -07:00
Wentao Ye
eefbf4a68b
[Perf] Optimize reshape_and_cache_flash CUDA Kernel (#22036)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
2025-08-01 19:18:51 -04:00
Jee Jee Li
8d705996df
[Misc] Minor enhancement of benchmark_moe (#22068)
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
2025-08-02 01:35:30 +08:00
Wentao Ye
3700642013
[Refactor] Remove Duplicate per_block_cast_to_fp8, Remove Dependencies of DeepGEMM (#21787)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
2025-08-01 01:13:27 +00:00
Wentao Ye
0271c2ff2f
[Test] Add Benchmark and Unit Test for per_token_group_quant (#21860)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
2025-07-30 07:15:02 -07:00
Peter Pan
533db0935d
[benchmark] add max-concurrency in result table (#21095)
Signed-off-by: Peter Pan <Peter.Pan@daocloud.io>
2025-07-30 01:15:43 -07:00
Harry Mellor
ba5c5e5404
[Docs] Switch to better markdown linting pre-commit hook (#21851)
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
2025-07-29 19:45:08 -07:00
elvischenv
58b11b24a6
[Bugfix] Fix workspace buffer None issue for Flashinfer TRTLLM Backend (#21525)
Signed-off-by: elvischenv <219235043+elvischenv@users.noreply.github.com>
2025-07-29 10:34:00 -04:00
rongfu.leng
18cc33dd60
[bugfix] fix profile impact benchmark results (#21507)
Signed-off-by: rongfu.leng <rongfu.leng@daocloud.io>
2025-07-27 22:44:24 -07:00
Caleb_Du
57c22e57f9
Fix CUDA permute/unpermute for use with DeepGemm Moe (#17934)
Signed-off-by: Caleb_Du <Caleb_Du@zju.edu.cn>
2025-07-27 07:08:00 -07:00
Ye (Charlotte) Qi
01a395e9e7
[CI/Build][Doc] Clean up more docs that point to old bench scripts (#21667)
Signed-off-by: Ye (Charlotte) Qi <yeq@meta.com>
2025-07-27 04:02:12 +00:00
Ye (Charlotte) Qi
e7c4f9ee86
[CI/Build][Doc] Move existing benchmark scripts in CI/document/example to vllm bench CLI (#21355)
Signed-off-by: Ye (Charlotte) Qi <yeq@meta.com>
2025-07-26 07:10:14 -07:00
Wentao Ye
56e544f24b
[Refactor] Remove moe_align_block_size_triton (#21335)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
2025-07-26 07:08:29 -07:00
Huy Do
e98def439c
[Take 2] Correctly kill vLLM processes after benchmarks (#21646)
Signed-off-by: Huy Do <huydhn@gmail.com>
2025-07-26 06:06:05 -07:00
Chengji Yao
947edd099e
[Misc][Tools] make max-model-len a parameter in auto_tune script (#21321)
Signed-off-by: Chengji Yao <chengjiyao@google.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
2025-07-24 22:46:43 -07:00
Cyrus Leung
34ddcf9ff4
[Frontend] run-batch supports V1 (#21541)
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
2025-07-24 20:05:55 -07:00
ericehanley
4f76a05f4f
[BugFix] Update python to python3 calls for image; fix prefix & input calculations. (#21391)
Signed-off-by: Eric Hanley <ericehanley@google.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
2025-07-22 20:33:00 -07:00
Jialin Ouyang
10904e6d75
[benchmark] Port benchmark request sent optimization to benchmark_serving (#21209)
Signed-off-by: Jialin Ouyang <Jialin.Ouyang@gmail.com>
2025-07-22 05:28:00 -07:00
Ming Yang
e7b2042681
Revert "[Performance] Performance improvements in non-blockwise fp8 CUTLASS MoE (#20762) (#21334)
Signed-off-by: Ming Yang <minos.future@gmail.com>
2025-07-21 21:49:01 -07:00
Himanshu Jaju
0ec82edda5
[perf] Speed up align sum kernels (#21079)
Signed-off-by: Himanshu Jaju <hj@mistral.ai>
2025-07-21 11:19:23 -07:00