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275 Commits

Author SHA1 Message Date
Jennifer Zhao
effc5d24fa
[Benchmark] Update Vision Arena Dataset and HuggingFaceDataset Setup (#15748) 
Signed-off-by: Jennifer Zhao <ai.jenniferzhao@gmail.com>
 2025-03-31 15:38:58 +08:00
Woosuk Kwon
70e132244a
[Minor] Remove TGI launching script (#15646) 
Signed-off-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
 2025-03-28 09:30:08 -07:00
Chen Xia
e7f720ea56
[Misc]add coding benchmark for speculative decoding (#15303) 
Signed-off-by: CXIAAAAA <cxia0209@gmail.com>
 2025-03-28 10:47:05 +08:00
ElizaWszola
9239bf718e
[Kernel] CUTLASS grouped gemm fp8 MoE kernel (#13972) 
Signed-off-by: ElizaWszola <eliza@neuralmagic.com>
Signed-off-by: ElizaWszola <ewszola@redhat.com>
Co-authored-by: Lucas Wilkinson <wilkinson.lucas@gmail.com>
 2025-03-27 00:54:44 +00:00
Tyler Michael Smith
23114d3364
[Misc] Warn about v0 in benchmark_paged_attn.py (#15495) 
Signed-off-by: Tyler Michael Smith <tyler@neuralmagic.com>
 2025-03-25 20:31:04 -07:00
DefTruth
f90d34b498
[Misc] Add tuned R1 w8a8 and MoE configs for NVIDIA L20 (#15322) 
Signed-off-by: DefTruth <qiustudent_r@163.com>
 2025-03-23 01:10:10 -07:00
Russell Bryant
1f16b7fe74
[Core][V0] Add guidance backend for structured output (#14589) 
Signed-off-by: Russell Bryant <rbryant@redhat.com>
Co-authored-by: Loc Huynh <lohuynh@microsoft.com>
Co-authored-by: Michal Moskal <michal@moskal.me>
Co-authored-by: Aaron Pham <contact@aarnphm.xyz>
 2025-03-19 21:33:51 -07:00
Jennifer Zhao
b88be22165
[Benchmark] Allow oversample request in benchmark dataset (#15170) 
Signed-off-by: Jennifer Zhao <ai.jenniferzhao@gmail.com>
 2025-03-20 12:32:58 +08:00
Wang, Yi
40828ce5fe
fix "Total generated tokens:" is 0 if using --backend tgi and --endpo… (#14673) 
Signed-off-by: Wang, Yi A <yi.a.wang@intel.com>
 2025-03-19 20:56:16 -07:00
Aaron Pham
6c5a3195db
[Misc][Benchmark] Add support for different tokenizer_mode (#15040) 
Signed-off-by: Aaron Pham <contact@aarnphm.xyz>
Signed-off-by: Russell Bryant <rbryant@redhat.com>
Co-authored-by: Russell Bryant <rbryant@redhat.com>
 2025-03-19 14:56:50 +00:00
Varun Sundar Rabindranath
400d483e87
[Kernels] LoRA - Retire SGMV and BGMV Kernels (#14685) 
Signed-off-by: Varun Sundar Rabindranath <varun@neuralmagic.com>
Co-authored-by: Varun Sundar Rabindranath <varun@neuralmagic.com>
 2025-03-18 09:47:53 +00:00
Simon Mo
583a9778e0
[Benchmark] Do not save detailed info to json by default (#14879) 
Signed-off-by: simon-mo <simon.mo@hey.com>
 2025-03-16 21:48:11 -07:00
Roger Wang
3453b964a3
[Misc][Doc] Minor benchmark README update (#14874) 
Signed-off-by: Roger Wang <ywang@roblox.com>
 2025-03-16 09:46:17 +08:00
Li Wang
09269b3127
[BugFix]Fix performance serving benchmark when enable profiling (#14737) 
Signed-off-by: wangli <wangli858794774@gmail.com>
 2025-03-14 07:02:05 +00:00
Jennifer Zhao
a6e0d096dd
[Feature] Add visionarena offline support for benchmark_throughput (#14654) 
Signed-off-by: Jennifer Zhao <7443418+JenZhao@users.noreply.github.com>
Signed-off-by: Jennifer Zhao <ai.jenniferzhao@gmail.com>
Co-authored-by: Jennifer Zhao <7443418+JenZhao@users.noreply.github.com>
Co-authored-by: Jennifer Zhao <JenZhao@users.noreply.github.com>
Co-authored-by: Roger Wang <136131678+ywang96@users.noreply.github.com>
 2025-03-14 04:07:54 +00:00
Jee Jee Li
a73122de96
[Bugfix] fix benchmark moe (#14653) 
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
 2025-03-13 16:12:42 +08:00
Jennifer Zhao
4a42b9f5d6
[Doc] Update benchmarks README (#14646) 
Signed-off-by: Jennifer Zhao <7443418+JenZhao@users.noreply.github.com>
Co-authored-by: Jennifer Zhao <7443418+JenZhao@users.noreply.github.com>
Co-authored-by: Roger Wang <136131678+ywang96@users.noreply.github.com>
 2025-03-11 19:23:04 -07:00
Jeff Daily
a1c8f3796c
dynamic distpatch of fp8 kernels (#14245) 
Signed-off-by: Jeff Daily <jeff.daily@amd.com>
 2025-03-11 10:54:56 -04:00
Russell Bryant
08a1a1121d
benchmarks: simplify test jsonschema (#14567) 
Signed-off-by: Russell Bryant <rbryant@redhat.com>
 2025-03-11 13:39:30 +00:00
Russell Bryant
432d6dad15
Fix typo in benchmark_serving_structured_output.py (#14566) 
Signed-off-by: Russell Bryant <rbryant@redhat.com>
 2025-03-10 14:58:58 -07:00
Varun Sundar Rabindranath
5ff0d32580
[V1] LoRA - Add triton kernels for V1 (#13096) 
Signed-off-by: Varun Sundar Rabindranath <varun@neuralmagic.com>
Co-authored-by: Varun Sundar Rabindranath <varun@neuralmagic.com>
 2025-03-10 17:27:53 -04:00
Harry Mellor
3b352a2f92
Correct capitalisation: VLLM -> vLLM (#14562) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-03-10 16:36:21 +00:00
Jennifer Zhao
1253b15774
[Feature] Consolidate performance benchmark datasets (#14036) 
Signed-off-by: Jennifer Zhao <7443418+JenZhao@users.noreply.github.com>
Signed-off-by: Roger Wang <ywang@roblox.com>
Co-authored-by: Jennifer Zhao <7443418+JenZhao@users.noreply.github.com>
Co-authored-by: Roger Wang <ywang@roblox.com>
 2025-03-10 07:23:11 +00:00
Russell Bryant
9085aabd62
[benchmarks] Add option to use unique jsonschema for each request (#14457) 
Signed-off-by: Russell Bryant <rbryant@redhat.com>
 2025-03-08 06:36:39 -08:00
Jeremy Arnold
58abe35455
[Benchmarks] Make detokenization optional in benchmark scripts (#11697) 
Signed-off-by: Jeremy Arnold <Jeremy.Arnold@amd.com>
 2025-03-07 08:09:00 -08:00
Aaron Pham
80e9afb5bc
[V1][Core] Support for Structured Outputs (#12388) 
Signed-off-by: Aaron Pham <contact@aarnphm.xyz>
Signed-off-by: Russell Bryant <rbryant@redhat.com>
Co-authored-by: Russell Bryant <rbryant@redhat.com>
Co-authored-by: Michael Goin <mgoin64@gmail.com>
Co-authored-by: Nick Hill <nhill@redhat.com>
 2025-03-07 07:19:11 -08:00
Aleksandr Malyshev
0ca3b8e01c
[BUGFIX] Skip tokenization support for throughput benchmark (#12712) 
Signed-off-by: root <root@banff-cyxtera-s73-5.ctr.dcgpu>
Signed-off-by: Aleksandr Malyshev <maleksan@amd.com>
Co-authored-by: root <root@banff-cyxtera-s73-5.ctr.dcgpu>
Co-authored-by: Aleksandr Malyshev <maleksan@amd.com>
 2025-03-07 02:51:47 -08:00
Brayden Zhong
c34eeec58d
[Bugfix] Correctly call cudaProfilerStop in benchmarks script (#14183) 
Signed-off-by: Brayden Zhong <b8zhong@uwaterloo.ca>
 2025-03-07 00:42:49 +00:00
Daniel Li
ad60bbb2b2
[Doc] Fix a typo (#14385) 2025-03-06 16:31:52 -08:00
Michael Goin
ca100c90fe
Add benchmark for DeepGEMM and vLLM Block FP8 Dense GEMM (#13917) 
Signed-off-by: mgoin <mgoin64@gmail.com>
 2025-03-05 17:08:51 -08:00
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