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219 Commits
Author SHA1 Message Date
Harry Mellor 3cc9fecd58 Deprecated 1st generation Qwen and QwenVL models (#45131) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2026-06-10 14:55:33 +00:00
LiLi ZhangClaudeChauncey
 		89c6a41001 [Bench] Add BFCL dataset for vllm bench serve tool-calling workloads (#42457) 
Signed-off-by: Li Zhang <lzhanga@amazon.com>
Co-authored-by: Li Zhang <lzhanga@amazon.com>
Co-authored-by: Claude <noreply@anthropic.com>
Co-authored-by: Chauncey <chaunceyjiang@gmail.com>
 2026-06-09 23:59:18 -07:00
akii96 ac3409d162 [Benchmark] Auto-detect and correct client/server tokenizer mismatch for random dataset (#44708) 2026-06-08 06:10:20 -07:00
wang.yuqi d01d0b4646 [Frontend] Consolidate online serving utils. (#44479) 
Signed-off-by: wang.yuqi <yuqi.wang@daocloud.io>
 2026-06-04 06:49:31 +00:00
Albert Cheng e0081ef8cf [Benchmark] Enable reasoning-model (thinking) benchmarking via --chat-template-kwargs for client-rendered datasets (#44244) 
Signed-off-by: Albert Cheng <albertching0112@gmail.com>
 2026-06-02 22:49:51 -07:00
XiaoZ 53fa09d085 [Misc] Support local image encoding in benchmarks (#43843) 
Signed-off-by: xiaoz <Sukra1@outlook.com>
 2026-06-02 15:15:06 +00:00
LucainandClaude Opus 4.6 11dfa3169d Add vLLM library info to Hugging Face Hub requests (#43857) 
Signed-off-by: Wauplin <lucainp@gmail.com>
Signed-off-by: Lucain Pouget <lucain@huggingface.co>
Co-authored-by: Claude Opus 4.6 <noreply@anthropic.com>
 2026-05-29 14:04:58 +00:00
Julien Denize 02606b0b09 [BUGFIX] Multimodal benchmark with MistralTokenizer (#42965) 
Signed-off-by: juliendenize <julien.denize@mistral.ai>
Signed-off-by: Julien Denize <40604584+juliendenize@users.noreply.github.com>
 2026-05-28 05:36:24 -07:00
Animesh Trivedi bfb9ebc211 [Feature] Add support for timed trace replay in vllm bench serve to replay Moonshot and Alibaba workload traces (#39795) 
Signed-off-by: Animesh Trivedi <Animesh.Trivedi@ibm.com>
 2026-05-28 03:31:34 -07:00
Thibault Castells 5d09f471f4 [Misc] Support interleaved custom image benchmark datasets (#43636) 
Signed-off-by: ThibaultCastells <thib.castells@icloud.com>
 2026-05-26 03:37:25 -07:00
yzong-rh 905b97adfa [Benchmark] Add num-warmup to vllm bench throughput (#43245) 
Signed-off-by: Yifan Zong <yzong@redhat.com>
 2026-05-21 05:13:15 +00:00
pmaybankgemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
 		fadf5d332c add enqueue all option to throughput benchmark (#42975) 
Signed-off-by: Philip Maybank <pmaybank@amd.com>
Signed-off-by: pmaybank <113125070+pmaybank@users.noreply.github.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
 2026-05-19 20:16:02 -07:00
Sergei SkvortsovandMichael Goin 9a7a273dfe Add HumanEval and GSM8K benchmarks to datasets (#42648) 
Signed-off-by: southfreebird <yvorott@gmail.com>
Co-authored-by: Michael Goin <mgoin64@gmail.com>
 2026-05-15 13:01:21 -07:00
Yasmin Moslemandgemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com> 28ee78af54 Implement custom dataset class for ASR benchmarking (#41576) 
Signed-off-by: Yasmin Moslem <48152713+ymoslem@users.noreply.github.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
 2026-05-12 12:17:58 +08:00
noobHappylife 06a60d3dd0 Fix spec decode benchmark metrics (#41916) 
Signed-off-by: noobhappylife <aratar1991@hotmail.com>
 2026-05-07 09:23:21 -07:00
Akim Tsvigun 894a02500b [Bench] Forward --seed to CustomDataset and CustomMMDataset shuffle (#40788) 
Signed-off-by: akimtsvigun <akimtsvigun@gmail.com>
 2026-05-04 00:39:10 +00:00
pmaybankandmergify[bot] <37929162+mergify[bot]@users.noreply.github.com> 5b39b268f5 hf_name argument for vllm bench throughput CLI (#41012) 
Signed-off-by: Philip Maybank <pmaybank@amd.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
 2026-04-29 12:57:58 +00:00
zhrrr ea74f701db Bugfix: fix SpecBench sample argument error (#40927) 
Signed-off-by: zhuhaoran <zhuhaoran.zhr@alibaba-inc.com>
 2026-04-28 00:33:49 -07:00
Sophie du Couédicandgemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com> ff2c2bd80a [Docs]Add documentation for bench serve visualization arguments (#40539) 
Signed-off-by: Sophie du Couédic <sop@zurich.ibm.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
 2026-04-23 15:48:29 -07:00
Talor Abramovichandgemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com> 7b1e0b07d0 [Bugfix] Fix dataset name and path argument validation bug in vllm bench serve (#40288) 
Signed-off-by: talora <talora@nvidia.com>
Signed-off-by: Talor Abramovich <talor19@gmail.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
 2026-04-21 06:14:28 -07:00
Michael Goin 1948d0c467 [UX] Defer some imports on CLI paths to save ~2s (#40056) 
Signed-off-by: mgoin <mgoin64@gmail.com>
 2026-04-16 19:48:37 -07:00
Yufeng He de111f3246 [Bugfix] Fix bench_serve UTF-8 decode crash on split multi-byte chars (#38732) 2026-04-16 12:01:25 -07:00
Talor AbramovichandBenjamin Chislett 3cc328a4be [SpecDecode][Benchmark] Add SPEED-bench support to benchmarking CLI (#36029) 
Signed-off-by: talora <talora@nvidia.com>
Co-authored-by: Benjamin Chislett <bchislett@nvidia.com>
 2026-04-15 12:00:07 -04:00
Lucas Kabela c08f3b2a62 Measure encoder compile time seperate from llm backbone (#39240) 
Signed-off-by: Lucas Kabela <lucaskabela@meta.com>
 2026-04-14 10:52:49 -04:00
Matthias Gehre 1e4748c66a [Bugfix] Fix vllm bench serve to count multimodal tokens in "total input tokens" (#38654) 
Signed-off-by: Matthias Gehre <matthias.gehre@amd.com>
 2026-04-14 11:00:40 +00:00
Julien Debache 893b2affff feat: add TxtSlicesDataset to allow sampling slices from txt file for benchmarking (#30156) 
Signed-off-by: jdebache <jdebache@nvidia.com>
 2026-04-14 09:20:03 +00:00
nemanjaudovic 1a2c17634e [Bugfix] Add missing ASRDataset import and CLI args in benchmarks/throughput.py (#38114) 
Signed-off-by: nemanjaudovic <nudovic@amd.com>
 2026-04-08 13:53:53 +00:00
Cyrus Leung ba2f0acc2d [Misc] Reorganize inputs (#35182) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2026-03-25 10:22:54 -07:00
Harry Mellor d215d1efca [Mypy] Better fixes for the mypy issues in vllm/config (#37902) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2026-03-25 06:14:43 -07:00
Isotr0py c7f98b4d0a [Frontend] Remove librosa from audio dependency (#37058) 
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
 2026-03-21 11:36:15 +08:00
Flora Feng 9040151fe1 [V0 Deprecation] Deprecate --disable-frontend-multiprocessing (#37612) 
Signed-off-by: sfeng33 <4florafeng@gmail.com>
 2026-03-20 11:31:43 +08:00
Harry Mellor 572b432913 Stop bench CLI from recursively casting all configs to dict (#37559) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2026-03-19 14:04:03 +00:00
RonaldBXu c9d838fc33 Adding deterministic lora benchmarking to vLLM Bench (#36057) 
Signed-off-by: Ubuntu <ubuntu@ip-172-31-43-201.ap-northeast-1.compute.internal>
Signed-off-by: Ronald Xu <ronaldxu@amazon.com>
 2026-03-18 16:02:03 +00:00
Ekagra Ranjan b5ca9c3557 [Models] Cohere ASR (#35809) 
Signed-off-by: Ekagra Ranjan <3116519+ekagra-ranjan@users.noreply.github.com>
 2026-03-17 21:04:17 +00:00
Isotr0py a836524d20 [Chore] Replace all base64 usages with faster pybase64 package (#37290) 
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
 2026-03-17 14:44:19 +00:00
Wentao Ye be292b7c14 [Bug] Fix pooling model benchmark script (#36300) 
Signed-off-by: yewentao256 <zhyanwentao@126.com>
 2026-03-09 11:17:45 -04:00
Kunshang Ji 7eb524e64c refine vllm bench throughput --backend hf (#35971) 
Signed-off-by: Kunshang Ji <kunshang.ji@intel.com>
 2026-03-07 02:10:33 +00:00
Cyrus Leung 7196348157 [Bugfix] Fix Qwen-VL tokenizer implementation (#36140) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2026-03-05 08:07:19 -08:00
Cyrus Leung 1dafb29f91 [Benchmark] Avoid unnecessary video download in MMVU (#35618) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2026-02-28 09:07:02 -08:00
flutist c68e69f144 custom dataset img support base64 (#35280) 
Signed-off-by: xjx <493337577@qq.com>
 2026-02-28 11:49:52 +00:00
Cyrus Leung 4292e3b807 [Benchmark] Improve UX of sweep scripts (#35600) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2026-02-28 00:36:02 -08:00
Cyrus Leung 24d6ea8afd [Benchmark] Rename SLA Finder to Workload Explorer (#35586) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2026-02-27 23:31:55 -08:00
Cyrus Leung fd68cd132b [Bugfix] Fixes for SLA finder (#35537) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2026-02-27 20:20:55 -08:00
Sophie du CouédicandCyrus Leung 02acd16861 [Benchmarks] Plot benchmark timeline and requests statistics (#35220) 
Signed-off-by: Sophie du Couédic <sop@zurich.ibm.com>
Co-authored-by: Cyrus Leung <cyrus.tl.leung@gmail.com>
 2026-02-26 02:17:43 -08:00
Cyrus Leung d3a51da92a [Benchmark] Simplify SLA scan (#35306) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2026-02-25 22:35:41 -08:00
Cyrus Leung 392645454b [Refactor] Decouple TimingContext from InputProcessingContext (#35083) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2026-02-23 14:15:50 +00:00
Jee Jee Li 7291d1b288 [Bugfix] Fix kernel benchmark (#33752) 
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
 2026-02-22 21:18:08 -08:00
Cyrus Leung cbd95a2dd1 [Benchmark] Use sns.relplot for plotting (#35027) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2026-02-21 20:26:48 -08:00
Cyrus Leung f74f1572ca [Benchmark] Improve benchmarks (#35012) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2026-02-21 10:31:58 +00:00
Cyrus Leung 73391a1baa [Renderer] Move InputPreprocessor into Renderer (1/2) (#34510) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
Signed-off-by: Cyrus Leung <cyrus.tl.leung@gmail.com>
 2026-02-14 10:14:21 -08:00