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245 Commits

Author SHA1 Message Date
Vincent
a4f1ee35d6
Deprecate best_of Sampling Parameter in anticipation for vLLM V1 (#13997) 
Signed-off-by: vincent-4 <vincentzhongy+githubvincent4@gmail.com>
Signed-off-by: Brayden Zhong <b8zhong@uwaterloo.ca>
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Co-authored-by: Brayden Zhong <b8zhong@uwaterloo.ca>
Co-authored-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-03-05 20:22:43 +00:00
Jee Jee Li
7bab4bb048
[Misc] Add Qwen2MoeForCausalLM moe tuning support (#14276) 
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
 2025-03-05 23:11:29 +08:00
Michael Goin
f78c0be80a
Fix benchmark_moe.py tuning for CUDA devices (#14164) 2025-03-03 21:11:03 -08:00
Divakar Verma
bb5b640359
[core] moe fp8 block quant tuning support (#14068) 
Signed-off-by: Divakar Verma <divakar.verma@amd.com>
 2025-03-04 01:30:23 +00:00
TJian
848a6438ae
[ROCm] Faster Custom Paged Attention kernels (#12348) 2025-03-03 09:24:45 -08:00
Harry Mellor
cf069aa8aa
Update deprecated Python 3.8 typing (#13971) 2025-03-02 17:34:51 -08:00
YajieWang
6a92ff93e1
[Misc][Kernel]: Add GPTQAllSpark Quantization (#12931) 2025-02-28 22:30:59 -08:00
Jee Jee Li
6a84164add
[Bugfix] Add file lock for ModelScope download (#14060) 
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
 2025-03-01 06:10:28 +00:00
Brayden Zhong
ec8a5e5386
[Misc]: Add support for goodput on guided benchmarking + TPOT calculation refactor (#13736) 
Signed-off-by: Brayden Zhong <b8zhong@uwaterloo.ca>
 2025-02-26 19:06:47 +08:00
Jee Jee Li
5157338ed9
[Misc] Improve LoRA spelling (#13831) 2025-02-25 23:43:01 -08:00
Jongseok Park
781096e385
Expert Parallelism (EP) Support for DeepSeek V2 (#12583) 2025-02-24 07:33:20 -08:00
Huy Do
e7ef74e26e
Fix some issues with benchmark data output (#13641) 
Signed-off-by: Huy Do <huydhn@gmail.com>
 2025-02-24 10:23:18 +08:00
Roger Wang
9bebc9512f
[Misc] Deprecate --dataset from benchmark_serving.py (#13708) 
Signed-off-by: Roger Wang <ywang@roblox.com>
 2025-02-23 13:32:20 +00:00
Cyrus Leung
7f6bae561c
[CI/Build] Fix pre-commit errors (#13696) 2025-02-22 00:31:26 -08:00
Robin
8aca27fa11
[Bugfix] Fix benchmark script bug: inaccurate stats for vllm backend when max_model_len < input_len + output_len (#13691) 
Signed-off-by: WangErXiao <863579016@qq.com>
 2025-02-22 14:10:38 +08:00
Huy Do
45186834a0
Run v1 benchmark and integrate with PyTorch OSS benchmark database (#13068) 
Signed-off-by: Huy Do <huydhn@gmail.com>
 2025-02-17 08:16:32 +00:00
Keyun Tong
3ee696a63d
[RFC][vllm-API] Support tokenizer registry for customized tokenizer in vLLM (#12518) 
Signed-off-by: Keyun Tong <tongkeyun@gmail.com>
 2025-02-12 12:25:58 +08:00
Woosuk Kwon
58047c6f04
[Benchmark] Add BurstGPT to benchmark_serving (#13063) 
Signed-off-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
Co-authored-by: Roger Wang <136131678+ywang96@users.noreply.github.com>
 2025-02-10 21:25:30 -08:00
Cyrus Leung
8a69e0e20e
[CI/Build] Auto-fix Markdown files (#12941) 2025-02-08 04:25:15 -08:00
Varun Sundar Rabindranath
7e1837676a
[misc] Add LoRA to benchmark_serving (#12898) 
Signed-off-by: Varun Sundar Rabindranath <varun@neuralmagic.com>
Co-authored-by: Varun Sundar Rabindranath <varun@neuralmagic.com>
 2025-02-08 17:15:44 +08:00
Russell Bryant
e489ad7a21
[Misc] Add SPDX-License-Identifier headers to python source files (#12628) 
- **Add SPDX license headers to python source files**
- **Check for SPDX headers using pre-commit**

commit 9d7ef44c3cfb72ca4c32e1c677d99259d10d4745
Author: Russell Bryant <rbryant@redhat.com>
Date:   Fri Jan 31 14:18:24 2025 -0500

    Add SPDX license headers to python source files
    
This commit adds SPDX license headers to python source files as
recommended to
the project by the Linux Foundation. These headers provide a concise way
that is
both human and machine readable for communicating license information
for each
source file. It helps avoid any ambiguity about the license of the code
and can
    also be easily used by tools to help manage license compliance.
    
The Linux Foundation runs license scans against the codebase to help
ensure
    we are in compliance with the licenses of the code we use, including
dependencies. Having these headers in place helps that tool do its job.
    
    More information can be found on the SPDX site:
    
    - https://spdx.dev/learn/handling-license-info/
    
    Signed-off-by: Russell Bryant <rbryant@redhat.com>

commit 5a1cf1cb3b80759131c73f6a9dddebccac039dea
Author: Russell Bryant <rbryant@redhat.com>
Date:   Fri Jan 31 14:36:32 2025 -0500

    Check for SPDX headers using pre-commit
    
    Signed-off-by: Russell Bryant <rbryant@redhat.com>

---------

Signed-off-by: Russell Bryant <rbryant@redhat.com>
 2025-02-02 11:58:18 -08:00
Tyler Michael Smith
cfa134d247
[Bugfix/CI] Fixup benchmark_moe.py (#12562) 
Fixes `is_marlin` not being passed into `get_default_config`

Also allow `--tensor-parallel-size` in addition to `-tp` and `--tp-size`

Signed-off-by: Tyler Michael Smith <tyler@neuralmagic.com>
 2025-02-01 13:41:35 +08:00
Lucas Wilkinson
9798b2fb00
[Kernel] Update cutlass_scaled_mm to support 2d group (blockwise) scaling (#11868) 2025-01-30 18:33:00 -08:00
Divakar Verma
1c1bb0bbf2
[Misc][MoE] add Deepseek-V3 moe tuning support (#12558) 
Signed-off-by: Divakar Verma <divakar.verma@amd.com>
 2025-01-30 00:47:30 +00:00
Harry Mellor
823ab79633
Update pre-commit hooks (#12475) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-01-27 17:23:08 -07:00
Junichi Sato
3bb8e2c9a2
[Misc] Enable proxy support in benchmark script (#12356) 
Signed-off-by: Junichi Sato <junichi.sato@sbintuitions.co.jp>
 2025-01-24 14:58:26 +00:00
Roger Wang
3c818bdb42
[Misc] Use VisionArena Dataset for VLM Benchmarking (#12389) 
Signed-off-by: Roger Wang <ywang@roblox.com>
 2025-01-24 00:22:04 -08:00
Junichi Sato
9726ad676d
[Misc] Fix OpenAI API Compatibility Issues in Benchmark Script (#12357) 
Signed-off-by: Junichi Sato <junichi.sato@sbintuitions.co.jp>
 2025-01-23 17:02:13 -05:00
Gregory Shtrasberg
e97f802b2d
[FP8][Kernel] Dynamic kv cache scaling factors computation (#11906) 
Signed-off-by: Gregory Shtrasberg <Gregory.Shtrasberg@amd.com>
Co-authored-by: Micah Williamson <micah.williamson@amd.com>
 2025-01-23 18:04:03 +00:00
Nick Hill
222a9dc350
[Benchmark] More accurate TPOT calc in benchmark_serving.py (#12288) 
Signed-off-by: Nick Hill <nhill@redhat.com>
 2025-01-22 13:46:14 +08:00
Divakar Verma
2acba47d9b
[bugfix] moe tuning. rm is_navi() (#12273) 
Signed-off-by: Divakar Verma <divakar.verma@amd.com>
 2025-01-21 22:47:32 +00:00
gujing
936db119ed
benchmark_serving support --served-model-name param (#12109) 
Signed-off-by: zibai <zibai.gj@alibaba-inc.com>
Co-authored-by: Roger Wang <136131678+ywang96@users.noreply.github.com>
 2025-01-19 09:59:56 +00:00
Divakar Verma
8027a72461
[ROCm][MoE] moe tuning support for rocm (#12049) 
Signed-off-by: Divakar Verma <divakar.verma@amd.com>
 2025-01-17 14:49:16 +08:00
Varun Sundar Rabindranath
5fd24ec02e
[misc] Add LoRA kernel micro benchmarks (#11579) 2025-01-16 15:51:40 +00:00
elijah
c6db21313c
bugfix: Fix signature mismatch in benchmark's get_tokenizer function (#11982) 
Signed-off-by: elijah <f1renze.142857@gmail.com>
 2025-01-13 15:22:07 +00:00
minmin
8a579408f3
[Misc] Update benchmark_prefix_caching.py fixed example usage (#11920) 
Signed-off-by: Ren MinMin <renmm6@chinaunicom.cn>
Co-authored-by: Ren MinMin <renmm6@chinaunicom.cn>
 2025-01-10 20:39:22 +00:00
Kuntai Du
5959564f94
Doc fix in benchmark_long_document_qa_throughput.py (#11933) 
Signed-off-by: Kuntai Du <kuntai@uchicago.edu>
 2025-01-10 23:51:43 +08:00
Ye (Charlotte) Qi
1d967acb45
[Bugfix] fix beam search input errors and latency benchmark script (#11875) 
Signed-off-by: Ye Qi <yeq@meta.com>
Co-authored-by: yeq <yeq@devgpu004.lla3.facebook.com>
 2025-01-09 17:36:39 +08:00
Divakar Verma
4d29e91be8
[Misc] sort torch profiler table by kernel timing (#11813) 2025-01-08 10:57:04 +08:00
Yihua Cheng
0c6f998554
[Benchmark] Add benchmark script for CPU offloading (#11533) 
Signed-off-by: ApostaC <yihua98@uchicago.edu>
Co-authored-by: KuntaiDu <kuntai@uchicago.edu>
 2025-01-01 00:10:55 +00:00
Jiaxin Shan
fc601665eb
[Misc] Update disaggregation benchmark scripts and test logs (#11456) 
Signed-off-by: Jiaxin Shan <seedjeffwan@gmail.com>
 2024-12-25 06:58:48 +00:00
Varun Sundar Rabindranath
98356735ac
[misc] benchmark_throughput : Add LoRA (#11267) 
Signed-off-by: Varun Sundar Rabindranath <varun@neuralmagic.com>
Co-authored-by: Varun Sundar Rabindranath <varun@neuralmagic.com>
 2024-12-19 15:43:16 +08:00
Dipika Sikka
60508ffda9
[Kernel]: Cutlass 2:4 Sparsity + FP8/Int8 Quant Support (#10995) 
Co-authored-by: Faraz Shahsavan <faraz.shahsavan@gmail.com>
Co-authored-by: ilmarkov <markovilya197@gmail.com>
Co-authored-by: Rahul Tuli <rahul@neuralmagic.com>
Co-authored-by: rshaw@neuralmagic.com <rshaw@neuralmagic.com>
 2024-12-18 09:57:16 -05:00
Roger Wang
02222a0256
[Misc] Kernel Benchmark for RMSNorm (#11241) 
Signed-off-by: Roger Wang <ywang@roblox.com>
Co-authored-by: Xiaoyu Zhang <BBuf@users.noreply.github.com>
 2024-12-17 06:57:02 +00:00
Alexander Matveev
238c0d93b4
[Misc] Add tokenizer_mode param to benchmark_serving.py (#11174) 
Signed-off-by: Alexander Matveev <alexm@neuralmagic.com>
 2024-12-13 16:19:10 +00:00
Luka Govedič
30870b4f66
[torch.compile] Dynamic fp8 + rms_norm fusion (#10906) 
Signed-off-by: luka <luka@neuralmagic.com>
Co-authored-by: Varun Sundar Rabindranath <varun@neuralmagic.com>
 2024-12-13 03:19:23 +00:00
Chendi.Xue
82eb5ea8f3
Benchmark serving structured output (#10880) 
Signed-off-by: Chendi Xue <chendi.xue@intel.com>
Co-authored-by: Michael Goin <michael@neuralmagic.com>
 2024-12-04 16:28:21 -05:00
Chendi.Xue
381ac93bb5
[Benchmark] Benchmark structured output with datasets (#10557) 
Signed-off-by: Aaron Pham <contact@aarnphm.xyz>
Signed-off-by: Chendi Xue <chendi.xue@intel.com>
Co-authored-by: Aaron Pham <contact@aarnphm.xyz>
 2024-12-03 17:21:06 -07:00
Michael Goin
4433195ab7
[Bugfix] Prevent benchmark_throughput.py from using duplicated random prompts (#10753) 2024-12-03 02:26:15 +00:00
Kuntai Du
0590ec3fd9
[Core] Implement disagg prefill by StatelessProcessGroup (#10502) 
This PR provides initial support for single-node disaggregated prefill in 1P1D scenario.
Signed-off-by: KuntaiDu <kuntai@uchicago.edu>
Co-authored-by: ApostaC <yihua98@uchicago.edu>
Co-authored-by: YaoJiayi <120040070@link.cuhk.edu.cn>
 2024-12-01 19:01:00 -06:00