MOVZX and Hinata
e61dcb9143
[Mini-vLLM] SM86-only cut: models, backends, Rust, tests
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- Keep only Qwen3.5, Qwen3.5-MTP and Qwen4Exp model paths; trim the model registry to 41 entries
- Delete idle attention backends (MLA, FlashInfer, ROCm-only, quant backends) and dead GDN CuTeDSL kernels
- Remove inc/quark quant loaders; keep compressed-tensors and Marlin
- Drop the Rust frontend, pooling entrypoints, and idle test suites
- Rebuild kernels for sm_80;sm_86 and strip the extensions
- Verified: full import sweep clean (optional deps only) and a dummy-load Qwen3.5 engine run on RTX 3090 via the Triton GDN path
Co-authored-by: Hinata <hinata@idihore.id >
Signed-off-by: MOVZX <movzx@yahoo.com >
2026-10-18 19:19:56 +07:00
c0b6f74bee
[Benchmark] Add per-case kernel profiles to vllm bench forward ( #61692 )
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Signed-off-by: Woosuk Kwon <woosuk@inferact.ai >
Co-authored-by: Claude Opus 5.5 <noreply@anthropic.com >
Co-authored-by: vllm-agent <claw@inferact.ai >
2026-10-17 08:27:11 -07:00
znzryb and Woosuk Kwon
ad2688ab30
[Bugfix] Validate draft-token capacity in forward benchmark ( #61809 )
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Signed-off-by: znzryb <znzryb34@gmail.com >
Co-authored-by: Woosuk Kwon <woosuk@inferact.ai >
2026-10-17 00:51:36 -07:00
Harshil and Cyrus Leung
c54dca96bd
[Bugfix][Benchmark] Fix probe latency and duration in bench serve ( #60511 )
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Signed-off-by: QHarshil <harshil_c@hotmail.com >
Co-authored-by: Cyrus Leung <tlleungac@connect.ust.hk >
2026-10-15 05:50:30 +00:00
Woosuk Kwon and Claude Opus 5.5
2e8a5930f6
[Benchmark] Remove the temporary bench forward dummy loader ( #61676 )
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Signed-off-by: Woosuk Kwon <woosuk@inferact.ai >
Co-authored-by: Claude Opus 5.5 <noreply@anthropic.com >
2026-10-14 13:30:18 -07:00
Woosuk Kwon and Claude Opus 5.5
9d3dfa2886
[Benchmark] Add vllm bench forward: exact-shape forward timing ( #61339 )
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Signed-off-by: Woosuk Kwon <woosuk@inferact.ai >
Co-authored-by: Claude Opus 5.5 <noreply@anthropic.com >
2026-10-14 10:52:26 -07:00
Akshan Krithick
02d69c663a
[Bugfix][Benchmark] Preserve SSE output across transport chunk boundaries ( #51172 )
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Signed-off-by: Akshan Krithick <akshankrithick305@gmail.com >
2026-10-13 21:58:58 -07:00
sungbin1015 and Flora Feng
2ddde19e8e
[Frontend] Support min_p in the Responses API ( #48084 )
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Signed-off-by: sungbin1015 <sbin@solbox.com >
Co-authored-by: Flora Feng <4florafeng@gmail.com >
2026-10-08 20:38:17 +00:00
czhu-cohere and aoshen02
6fddc9b21e
[Profiler] Add per-session profiling controls to Python and Rust frontends ( #57875 )
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Signed-off-by: czhu <conway.zhu@cohere.com >
Signed-off-by: Conway Zhu <conway.zhu@cohere.com >
Co-authored-by: aoshen02 <aoshen@inferact.ai >
2026-10-06 05:21:19 +00:00
Prudhvi Vuda and OpenAI Codex
ea106db806
[Bugfix][Bench] Clean up synthetic video files and writers ( #59529 )
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Signed-off-by: Prudhvivuda <prudhvi12042001@gmail.com >
Co-authored-by: OpenAI Codex <noreply@openai.com >
2026-10-02 02:51:34 +00:00
Harry Mellor and Claude Opus 5.5
fc2c801ad9
Disable mypy arg-type and assignment checks in tests ( #59428 )
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Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com >
Co-authored-by: Claude Opus 5.5 <noreply@anthropic.com >
2026-09-30 15:18:50 +00:00
5225f1bacb
[MyPy][3/N] Fix MyPy errors in test groups (part 3) ( #55939 )
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Signed-off-by: Taimys <ffy2281693949@gmail.com >
Signed-off-by: Luyi Xiao <81631911+luyixiao95@users.noreply.github.com >
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com >
Co-authored-by: Codex <noreply@openai.com >
Co-authored-by: Luyi Xiao <81631911+luyixiao95@users.noreply.github.com >
Co-authored-by: Taimys <ffy2281693949@gmail.com >
Co-authored-by: Harry Mellor <19981378+hmellor@users.noreply.github.com >
Co-authored-by: Claude Opus 5.5 <noreply@anthropic.com >
2026-09-30 11:06:07 +00:00
Louie Tsai
1b77cc3d67
[Benchmark] Add sweep warmup and failure recovery ( #57305 )
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Signed-off-by: louie-tsai <louie.tsai@intel.com >
2026-09-30 11:16:41 +08:00
af7f9488c2
[Benchmark] Add Responses API backend to vllm bench serve ( #54628 )
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Signed-off-by: QHarshil <harshil_c@hotmail.com >
Co-authored-by: Claude <noreply@anthropic.com >
Co-authored-by: Chauncey <chaunceyjiang@gmail.com >
2026-09-28 05:04:11 +00:00
Harry Mellor and Claude Opus 5
651a88c09a
[CI] Ignore ruff D209, rejoin the docstrings it split, and silence incompatible-rule warnings ( #57212 )
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Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com >
Co-authored-by: Claude Opus 5 (1M context) <noreply@anthropic.com >
2026-09-16 10:57:24 -07:00
Harry Mellor and Claude Opus 5
8c1557a79c
Add pydocstyle to the ruff rules ( #52136 )
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Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com >
Signed-off-by: Harry Mellor <hej.mellor@gmail.com >
Co-authored-by: Claude Opus 5 (1M context) <noreply@anthropic.com >
2026-09-16 16:44:29 +00:00
Suraj and Claude Opus 5
93e051e290
[Bugfix][Benchmark] Make streaming TTFT/E2E latency accounting consistent across endpoints ( #55508 )
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Signed-off-by: surajm20061998 <surajm20061998@gmail.com >
Co-authored-by: Claude Opus 5 <noreply@anthropic.com >
2026-09-13 05:20:54 +00:00
Nicolò Lucchesi
9dcab80215
[Bugfix][Bench] Fix bench mm-processor crash in shared request sampling ( #56300 )
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Signed-off-by: NickLucche <nicolo.lucchesi@mistral.ai >
2026-09-11 16:53:04 +08:00
Michał Ganczarenko
d1922cb5a7
[Bugfix] Restore multimodal support on the plain "vllm" throughput backend ( #52168 )
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Signed-off-by: Michal Ganczarenko <michal.ganczarenko@intel.com >
2026-08-28 10:28:25 +00:00
963fcfa48c
[Rust][Benchmark] Align speed-bench CLI flags with Python and add flag parity test ( #51592 )
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Co-authored-by: Claude Fable 5 <noreply@anthropic.com >
Co-authored-by: Bugen Zhao <i@bugenzhao.com >
Signed-off-by: esmeetu <jasonailu87@gmail.com >
Signed-off-by: Bugen Zhao <i@bugenzhao.com >
2026-08-20 08:50:51 +00:00
Jared Wen
e07532b035
[MISC][Bench] refactor throughput and reuse serve's get samples ( #50981 )
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Signed-off-by: JaredforReal <w13431838023@gmail.com >
2026-08-06 10:31:23 +00:00
Guan-Ming Chiu
63e78ce365
[Benchmark] Add probe requests to vllm bench serve ( #49611 )
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Signed-off-by: Guan-Ming (Wesley) Chiu <105915352+guan404ming@users.noreply.github.com >
2026-08-01 22:10:56 +08:00
mgazz and Kevin H. Luu
a454a1dd25
[Bugfix][Benchmarks] Restore --skip-tokenizer-init with custom dataset ( #49180 )
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Signed-off-by: Michele Gazzetti <michele.gazzetti1@ibm.com >
Co-authored-by: Kevin H. Luu <khluu000@gmail.com >
2026-07-24 04:30:19 -07:00
almayne
d1f1d86797
[Bugfix] Re-enable benchmarking of librispeech dataset. ( #47033 )
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Signed-off-by: Anna Mayne <anna.mayne@arm.com >
2026-07-08 16:19:26 +00:00
Harry Mellor
f1445f6dbd
[CI] Bump huggingface-hub from v1.10.2 to v1.22.0 ( #47551 )
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Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com >
2026-07-04 07:45:45 -07:00
Michał Ganczarenko
c8bdcc0116
[Bench][BugFix] Fix empty decoder prompt for Cohere ASR in throughput benchmark ( #47135 )
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Signed-off-by: Michal Ganczarenko <michal.ganczarenko@intel.com >
2026-07-01 15:42:27 +00:00
489abadfb8
feat: support to OpenMOSS-Team ( #44124 )
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Signed-off-by: nagisa-kun <1434936049@qq.com >
Signed-off-by: nagisa19 <1434936049@qq.com >
Signed-off-by: nagisa <1434936049@qq.com >
Co-authored-by: OpenAI Codex <codex@openai.com >
Co-authored-by: Roger Wang <hey@rogerw.io >
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
2026-06-24 00:08:13 -07:00
Ekagra Ranjan
226ba9fc9e
[ASR] Add Long Audio benchmark and correctness test ( #44587 )
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Signed-off-by: Ekagra Ranjan <3116519+ekagra-ranjan@users.noreply.github.com >
2026-06-12 04:11:16 +00:00
89c6a41001
[Bench] Add BFCL dataset for vllm bench serve tool-calling workloads ( #42457 )
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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
Albert Cheng
e0081ef8cf
[Benchmark] Enable reasoning-model (thinking) benchmarking via --chat-template-kwargs for client-rendered datasets ( #44244 )
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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 )
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Signed-off-by: xiaoz <Sukra1@outlook.com >
2026-06-02 15:15:06 +00:00
Thibault Castells
5d09f471f4
[Misc] Support interleaved custom image benchmark datasets ( #43636 )
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Signed-off-by: ThibaultCastells <thib.castells@icloud.com >
2026-05-26 03:37:25 -07:00
Akim Tsvigun
894a02500b
[Bench] Forward --seed to CustomDataset and CustomMMDataset shuffle ( #40788 )
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Signed-off-by: akimtsvigun <akimtsvigun@gmail.com >
2026-05-04 00:39:10 +00:00
Julien Debache
893b2affff
feat: add TxtSlicesDataset to allow sampling slices from txt file for benchmarking ( #30156 )
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Signed-off-by: jdebache <jdebache@nvidia.com >
2026-04-14 09:20:03 +00:00
Isotr0py
a836524d20
[Chore] Replace all base64 usages with faster pybase64 package ( #37290 )
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Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn >
2026-03-17 14:44:19 +00:00
Cyrus Leung
d3a51da92a
[Benchmark] Simplify SLA scan ( #35306 )
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Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk >
2026-02-25 22:35:41 -08:00
Fan Yang and Fan Yang
a1946570d8
add --insecure arg to the vllm bench to skip TLS ( #34026 )
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Signed-off-by: Fan Yang <yan9fan@meta.com >
Co-authored-by: Fan Yang <yan9fan@meta.com >
2026-02-10 22:23:52 +08:00
Cyrus Leung
7c0d3c5152
[Benchmark] Share data between SLA runs ( #32184 )
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Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk >
2026-01-13 01:12:22 +08:00
Cyrus Leung
ef96fa3f1f
[Benchmark][2/2] Use spline interpolation to tune SLA variables ( #32095 )
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Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk >
2026-01-10 20:27:27 -08:00
Cyrus Leung
5f2385a4c8
[Benchmark][1/2] Generalize SLA criterion validation from binary flags to margins ( #32075 )
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Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk >
2026-01-10 07:11:03 +00:00
Ning Xie
abd9224280
resolve pydantic error in startup benchmark ( #31348 )
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Signed-off-by: Andy Xie <andy.xning@gmail.com >
2026-01-10 02:41:27 +00:00
Michael Goin
519ef9a911
[UX] Make vllm bench serve discover model by default and use --input-len ( #30816 )
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Signed-off-by: mgoin <mgoin64@gmail.com >
2025-12-17 01:55:30 -08:00
Michael Goin
a450c64a30
[Bugfix] Fail instead of ignoring when CompilationConfig gets invalid args ( #30708 )
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Signed-off-by: mgoin <mgoin64@gmail.com >
2025-12-15 20:18:02 +00:00
1c593e117d
Fix boolean nested params, add dict format support, and enhance plotting for vllm bench sweep ( #29025 )
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Signed-off-by: Luka Govedič <luka.govedic@gmail.com >
Signed-off-by: Luka Govedič <ProExpertProg@users.noreply.github.com >
Co-authored-by: copilot-swe-agent[bot] <198982749+Copilot@users.noreply.github.com >
Co-authored-by: ProExpertProg <11367180+ProExpertProg@users.noreply.github.com >
Co-authored-by: Luka Govedič <luka.govedic@gmail.com >
Co-authored-by: Luka Govedič <ProExpertProg@users.noreply.github.com >
2025-12-02 20:40:56 +00:00
Eugene Khvedchenya and Roger Wang
5e72216d17
Feature/video support in random mm dataset ( #25963 )
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Signed-off-by: Eugene Khvedchenia <ekhvedchenia@nvidia.com >
Signed-off-by: Eugene Khvedchenya <ekhvedchenia@nvidia.com >
Co-authored-by: Roger Wang <hey@rogerw.io >
2025-10-29 18:24:52 +08:00
Harry Mellor
8fcaaf6a16
Update Optional[x] -> x | None and Union[x, y] to x | y ( #26633 )
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Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com >
2025-10-12 09:51:31 -07:00
Harry Mellor
d6953beb91
Convert formatting to use ruff instead of yapf + isort ( #26247 )
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Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com >
2025-10-05 07:06:22 -07:00
Roger Wang
21da73343a
[Misc] Clean up flags in vllm bench serve ( #25138 )
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Signed-off-by: Roger Wang <hey@rogerw.io >
2025-09-18 12:43:33 +00:00
Ming Yang
1823a00d67
[Misc] Support bench serve long context ( #24373 )
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Signed-off-by: Ming Yang <minos.future@gmail.com >
2025-09-08 22:53:10 -07:00
Breno Baldas Skuk
0cb7b065c3
Feature/benchmark/random mm data/images ( #23119 )
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Signed-off-by: breno.skuk <breno.skuk@hcompany.ai >
2025-08-25 01:28:35 -07:00