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508 Commits

Author SHA1 Message Date
Didier Durand
eca7a8fb59
[Doc]: fix typos in various files (#29230) 
Signed-off-by: Didier Durand <durand.didier@gmail.com>
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Co-authored-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-11-24 11:10:48 +00:00
Pan Li
e5bfcb6a88
[BugFix][PD]: make example proxy usable with P2pNcclConnector (#26628) 
Signed-off-by: PAN <1162953505@qq.com>
 2025-11-20 17:38:31 +00:00
Harry Mellor
a8b70304d6
Update rope_scaling to rope_parameters in preparation for Transformers v5 (#28542) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-11-19 09:06:36 -08:00
Kunshang Ji
2a2d5d2780
Replace torch.cuda.Event with torch.Event for better hardware compatibility (#26985) 
Signed-off-by: Kunshang Ji <kunshang.ji@intel.com>
 2025-11-18 11:34:36 -08:00
Ido Segev
49a986ecd4
[Benchmark] multi_turn: Report warmup-inclusive runtime (#28937) 
Signed-off-by: Ido Segev <idos@pliops.com>
 2025-11-18 16:38:22 +00:00
ai-jz
d231876ce3
[Benchmark] Fix client seed synchronization in multi-turn benchmark (#28512) 
Signed-off-by: ai-jz <aijz.xplr@gmail.com>
 2025-11-16 15:04:32 +08:00
Bram Wasti
f849ee739c
Adding a benchmark for batch invariance (#28161) 
Signed-off-by: Bram Wasti <bwasti@meta.com>
Signed-off-by: Bram Wasti <bwasti@fb.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
 2025-11-16 13:22:17 +08:00
Di Wu
e63fd44560
Fix: Correctly filter special tokens in benchmark_prefix_caching (#28615) 
Signed-off-by: Di Wu <dw2761@nyu.edu>
 2025-11-13 10:57:44 +00:00
ai-jz
f31419ed8b
[Benchmark] Add retry support to fix workload bias in multi-turn benchmark (#28493) 2025-11-12 05:00:45 +00:00
Michael Goin
f9a4087182
Remove weight_scale.T special case for SM90 Block FP8 CUTLASS kernel (#28431) 
Signed-off-by: mgoin <mgoin64@gmail.com>
 2025-11-11 11:46:04 -05:00
Ido Segev
3380543b20
Add request timeout override for multi-turn benchmarks (#28386) 
Signed-off-by: Ido Segev <idos@pliops.com>
 2025-11-11 13:41:18 +00:00
Ido Segev
d381eb967f
Multi turn benchmark progress bar for synthetic conversation generation (#28394) 
Signed-off-by: Ido Segev <idos@pliops.com>
 2025-11-11 11:06:04 +00:00
Xin Yang
57201a6a4c
Fix rotary embedding benchmark script (#28323) 
Signed-off-by: Xin Yang <xyangx@amazon.com>
 2025-11-10 21:57:12 -05:00
Ilya Markov
d17ecc6b19
[PERF] Allreduce fusion. Support torch native matching. Tuning of the thresholds (#24248) 
Signed-off-by: Luka Govedič <lgovedic@redhat.com>
Signed-off-by: Luka Govedič <ProExpertProg@users.noreply.github.com>
Signed-off-by: ilmarkov <markovilya197@gmail.com>
Co-authored-by: Luka Govedič <lgovedic@redhat.com>
Co-authored-by: Luka Govedič <ProExpertProg@users.noreply.github.com>
Co-authored-by: Robert Shaw <114415538+robertgshaw2-redhat@users.noreply.github.com>
 2025-11-10 18:33:11 -05:00
Xiake Sun
03fa4d3fb3
[Hardware][AMD][Model] Add Triton MoE tuning support and optimized configs for Qwen3 omni for MI308X (#28373) 
Signed-off-by: Xiake Sun <xiake.sun@amd.com>
Signed-off-by: Xiake Sun <xisun@amd.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
 2025-11-10 04:53:40 +00:00
Michael Goin
f32229293e
Disable nm-testing models with issues in CI (#28206) 
Signed-off-by: mgoin <mgoin64@gmail.com>
 2025-11-06 06:19:07 -08:00
tomeras91
e4ee658672
[Model] add optimal triton fused moe configs for NemotronH MoE (#27967) 
Signed-off-by: Tomer Asida <57313761+tomeras91@users.noreply.github.com>
 2025-11-04 12:59:43 +00:00
yugong333
2ec401bc39
Load tuned fused_moe_lora shrink and expand kernel configs separately (#27435) 
Signed-off-by: Yu Gong <yu3.gong@gmail.com>
Co-authored-by: Jee Jee Li <pandaleefree@gmail.com>
 2025-11-04 18:27:35 +08:00
ai-jz
2c0c7c39bd
feat(benchmarks): support HF model names in multi-turn benchmark (#27850) 2025-11-01 08:04:52 +00:00
Yeshwanth N
71b1c8b667
[Chore]:Extract math and argparse utilities to separate modules (#27188) 
Signed-off-by: Yeshwanth Surya <yeshsurya@gmail.com>
Signed-off-by: Yeshwanth N <yeshsurya@gmail.com>
Signed-off-by: yeshsurya <yeshsurya@gmail.com>
 2025-10-26 04:03:32 -07:00
Isotr0py
6ac5e06f7c
[Chore] Clean up pytorch helper functions in vllm.utils (#26908) 
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
Signed-off-by: isotr0py <2037008807@qq.com>
 2025-10-18 09:48:22 -07:00
Isotr0py
3125d79950
[Chore] Remove unused PolyNorm layer (#27110) 
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
 2025-10-17 19:03:43 +00:00
Harry Mellor
6c9fdbf725
[Docs] Replace rst style double-backtick with md single-backtick (#27091) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-10-17 02:47:34 -07:00
Lukas Geiger
ed344f4116
Cleanup code after Python 3.10 upgrade (#26520) 
Signed-off-by: Lukas Geiger <lukas.geiger94@gmail.com>
 2025-10-16 03:38:23 -07:00
wangxiyuan
8f4b313c37
[Misc] rename torch_dtype to dtype (#26695) 
Signed-off-by: wangxiyuan <wangxiyuan1007@gmail.com>
 2025-10-15 12:11:48 +00:00
Harry Mellor
8fcaaf6a16
Update Optional[x] -> x | None and Union[x, y] to x | y (#26633) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-10-12 09:51:31 -07:00
Roberto L. Castro
96ad65b7fe
[Transform] [Quantization] Add QuTLASS support to vLLM (#24440) 
Signed-off-by: LopezCastroRoberto <roberto.lopez.castro@udc.es>
Signed-off-by: Roberto L. Castro <38211239+LopezCastroRoberto@users.noreply.github.com>
Signed-off-by: Andrei Panferov <andrei@panferov.org>
Co-authored-by: Andrei Panferov <andrei@panferov.org>
Co-authored-by: Michael Goin <mgoin64@gmail.com>
 2025-10-10 09:43:40 -07:00
Elvir Crnčević
7b03584de8
Silu v2 (#25074) 
Signed-off-by: mgoin <mgoin64@gmail.com>
Signed-off-by: elvircrn <elvircrn@gmail.com>
Signed-off-by: Elvir Crnčević <elvircrn@gmail.com>
Co-authored-by: mgoin <mgoin64@gmail.com>
Co-authored-by: Varun Sundar Rabindranath <varunsundar08@gmail.com>
 2025-10-10 15:19:53 +00:00
Harry Mellor
e09d1753ec
Remove Python 3.9 support ahead of PyTorch 2.9 in v0.11.1 (#26416) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-10-08 10:40:42 -07:00
Lukas Geiger
6273fe8d3d
[Benchmarks] Fix imports in FP8 tuning script (#26407) 
Signed-off-by: Lukas Geiger <lukas.geiger94@gmail.com>
 2025-10-08 16:31:59 +00:00
Lukas Geiger
338b1bf04f
[Benchmarks] Add support for Qwen 3 VL MoE tuning (#26419) 
Signed-off-by: Lukas Geiger <lukas.geiger94@gmail.com>
 2025-10-08 14:01:08 +00:00
Cyrus Leung
7e4cd070b0
[V0 Deprecation] Remove VLLM_USE_V1 from docs and scripts (#26336) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-10-07 16:46:44 +08:00
Karan Goel
824a3f403f
[Misc] auto_tune: kill specific vllm process (#26304) 
Signed-off-by: Karan Goel <karangoel@google.com>
 2025-10-06 18:02:51 +00:00
Harry Mellor
6c04638214
Fix per file ruff ignores related to line length (#26262) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-10-06 05:12:40 +00:00
Harry Mellor
557b2e961d
Remove all cases of fmt: on/off (#26253) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-10-05 09:18:14 -07:00
Harry Mellor
d6953beb91
Convert formatting to use ruff instead of yapf + isort (#26247) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-10-05 07:06:22 -07:00
Jiangyun Zhu
eb0fa43868
[Perf] Optimize reshape_and_cache CUDA Kernel (#25955) 
Signed-off-by: zjy0516 <riverclouds.zhu@qq.com>
Co-authored-by: Liu-congo <1502632128@qq.com>
 2025-10-03 01:33:46 -07:00
ElizaWszola
502640c3f9
[Perf] Fix and reapply move apply w8a8 block fp8 linear to class (#25696) 
Signed-off-by: ElizaWszola <ewszola@redhat.com>
Signed-off-by: ElizaWszola <elizaw.9289@gmail.com>
Signed-off-by: Luka Govedič <lgovedic@redhat.com>
Signed-off-by: Luka Govedič <ProExpertProg@users.noreply.github.com>
Co-authored-by: Luka Govedič <ProExpertProg@users.noreply.github.com>
Co-authored-by: Michael Goin <mgoin64@gmail.com>
Co-authored-by: Luka Govedič <lgovedic@redhat.com>
 2025-10-02 19:35:13 +00:00
Cyrus Leung
d00d652998
[CI/Build] Replace vllm.entrypoints.openai.api_server entrypoint with vllm serve command (#25967) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-10-02 10:04:57 -07:00
Jee Jee Li
67f3fb0844
[Bench] Add DeepSeekV32 to MoE benchmark (#25962) 
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
 2025-09-30 14:13:48 -07:00
Ekagra Ranjan
e71b8e210d
[Spec Decode] Add Batch Parallel Ngram. Upto 8x lower overhead. (#24986) 
Signed-off-by: Ekagra Ranjan <3116519+ekagra-ranjan@users.noreply.github.com>
Co-authored-by: Nick Hill <nhill@redhat.com>
 2025-09-25 15:22:03 -07:00
Cyrus Leung
2f17117606
[mypy] Fix wrong type annotations related to tuple (#25660) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-09-25 13:00:45 +00:00
Tyler Michael Smith
1260180c67
Revert "[Performance] Move apply_w8a8_block_fp8_linear to an op class… (#25607) 
Signed-off-by: Tyler Michael Smith <tlrmchlsmth@gmail.com>
 2025-09-25 08:05:21 +00:00
Saman A. Pour
90b139cfff
Enable Fbgemm NVFP4 on Dense models (#25609) 
Signed-off-by: Saman Keon <samanamp@outlook.com>
 2025-09-24 21:12:53 -07:00
Wentao Ye
1f29141258
[Refactor] Use DeepGEMM Col Major TMA Aligned Tensor (#25517) 
Signed-off-by: yewentao256 <zhyanwentao@126.com>
 2025-09-24 18:52:36 -04:00
Michael Goin
d83f3f7cb3
Fixes and updates to bench_per_token_quant_fp8 (#25591) 
Signed-off-by: Michael Goin <mgoin64@gmail.com>
 2025-09-24 08:30:15 -07:00
Russell Bryant
164299500b
[Benchmark] Fix regression in structured output benchmark (#25500) 
Signed-off-by: Russell Bryant <rbryant@redhat.com>
 2025-09-24 10:40:42 +00:00
Chenxi Yang
0d235b874a
Add CUTLASS FP8 MOE benchmark scripts and kernel config (#25302) 
Signed-off-by: Chenxi Yang <cxyang@fb.com>
Co-authored-by: Chenxi Yang <cxyang@fb.com>
 2025-09-23 18:07:42 -06:00
ElizaWszola
63400259d0
[Performance] Move apply_w8a8_block_fp8_linear to an op class (#24666) 
Signed-off-by: ElizaWszola <ewszola@redhat.com>
Signed-off-by: ElizaWszola <elizaw.9289@gmail.com>
Signed-off-by: Luka Govedič <lgovedic@redhat.com>
Signed-off-by: Luka Govedič <ProExpertProg@users.noreply.github.com>
Co-authored-by: Luka Govedič <ProExpertProg@users.noreply.github.com>
Co-authored-by: Michael Goin <mgoin64@gmail.com>
Co-authored-by: Luka Govedič <lgovedic@redhat.com>
 2025-09-23 12:03:10 -07:00
Amir Samani
8c1c81a3de
[core] add nccl symmetric memory for all reduce (#24532) 
Signed-off-by: Amir Samani <asamani@nvidia.com>
Signed-off-by: Michael Goin <mgoin64@gmail.com>
Co-authored-by: Michael Goin <mgoin64@gmail.com>
 2025-09-23 14:33:06 -04:00