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195 Commits

Author SHA1 Message Date
ElizaWszola
af0444bf40
[Performance] Fused blockwise quant RMS norm (#27883) 
Signed-off-by: ElizaWszola <ewszola@redhat.com>
Signed-off-by: yewentao256 <zhyanwentao@126.com>
Co-authored-by: yewentao256 <zhyanwentao@126.com>
 2025-12-07 16:38:04 +00:00
Cyrus Leung
e83b7e379c
Revert "[Renderer] Separate out RendererConfig from ModelConfig (#30145)" (#30199) 2025-12-07 00:00:22 -08:00
Cyrus Leung
27f4c2fd46
[Renderer] Separate out RendererConfig from ModelConfig (#30145) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-12-06 23:15:42 -08:00
Wentao Ye
17eb25e327
[Perf] Enable cuda graph for deepepHT, 5.3% throughput improvement, 4.4% TTFT improvement (#29558) 
Signed-off-by: yewentao256 <zhyanwentao@126.com>
 2025-12-07 04:44:50 +00:00
Ilya Markov
4e26d3b09e
[Compile] Conditional compilation. Introduce compile_ranges (#24252) 
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>
Signed-off-by: Luka Govedič <luka.govedic@gmail.com>
Signed-off-by: ProExpertProg <lgovedic@redhat.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>
Co-authored-by: Luka Govedič <luka.govedic@gmail.com>
 2025-12-05 18:17:32 +00:00
Matthew Bonanni
66e674cdd5
[Attention][UX][1/N] Add AttentionConfig and change attention env vars to CLI arguments (#26315) 
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
Signed-off-by: Matthew Bonanni <mbonanni001@gmail.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
Co-authored-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Co-authored-by: Lucas Wilkinson <LucasWilkinson@users.noreply.github.com>
 2025-12-05 09:48:43 -08:00
Laith Sakka
1f0d184590
[aot_compile]change VLLM backend to read fake args from example_value (#29104) 
Signed-off-by: Laith Sakka <lsakka@meta.com>
 2025-12-04 17:33:45 -05:00
Arpit Khandelwal
dfdda96747
[Core] Remove forced None assignment for deprecated PassConfig flags (#29994) 
Signed-off-by: arpitkh101 <arpit5khandelwal@gmail.com>
Co-authored-by: Cyrus Leung <tlleungac@connect.ust.hk>
 2025-12-04 09:15:04 +00:00
Arpit Khandelwal
d7284a2604
[Core] Rename PassConfig flags as per RFC #27995 (#29646) 
Signed-off-by: arpitkh101 <arpit5khandelwal@gmail.com>
Co-authored-by: Luka Govedič <ProExpertProg@users.noreply.github.com>
 2025-12-03 03:38:55 +00:00
Harry Mellor
951445a52d
Remove default values from InitVars so that they're not stored (#29859) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-12-02 12:16:37 +00:00
Cyrus Leung
653591d5e7
[Chore] Move tokenizer initialization methods (#29793) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-12-02 13:33:37 +08:00
Yanan Cao
3461e7efd8
[Frontend] Remap -O to -cc commandline flag (#29557) 
Signed-off-by: Yanan Cao <gmagogsfm@gmail.com>
Co-authored-by: Claude <noreply@anthropic.com>
 2025-11-28 21:51:12 +00:00
Morrison Turnansky
0838b52e2e
[Frontend][torch.compile] CompilationConfig Overhaul (#20283): Set up -O infrastructure (#26847) 
Signed-off-by: morrison-turnansky <mturnans@redhat.com>
Signed-off-by: adabeyta <aabeyta@redhat.com>
Signed-off-by: Morrison Turnansky <mturnans@redhat.com>
Co-authored-by: adabeyta <aabeyta@redhat.com>
Co-authored-by: Luka Govedič <ProExpertProg@users.noreply.github.com>
Co-authored-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-11-27 01:55:58 -08:00
Matthew Bonanni
430dd4d9eb
[Attention] Remove imports from vllm/attention/__init__.py (#29342) 
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
 2025-11-26 10:53:15 -07:00
Huamin Li
70d5953f82
Revert "[Bugfix] Fix GPT-OSS AR+NORM fusion (#28841)" (#29483) 
Signed-off-by: Huamin Li <3ericli@gmail.com>
 2025-11-26 22:27:26 +08:00
Harry Mellor
51fc9e017a
Scheduled removal of CompilationConfig.use_inductor (#29323) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-11-25 12:55:42 +00:00
elvischenv
6330f9477d
[Bugfix] Fix GPT-OSS AR+NORM fusion (#28841) 
Signed-off-by: elvischenv <219235043+elvischenv@users.noreply.github.com>
 2025-11-25 07:59:40 +00:00
Laith Sakka
7a228b5305
Add option to use unbacked, and backed size obl dynamic shapes for more sounds compilation. (#26199) 
Signed-off-by: Laith Sakka <lsakka@meta.com>
 2025-11-24 10:12:41 -05:00
Copilot
61728cd1df
Re-enable FlashInfer for Llama4 on Blackwell in e2e fusion tests (#28966) 
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 <ProExpertProg@users.noreply.github.com>
 2025-11-19 13:32:19 -05:00
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
Yanan Cao
2c8b9182b5
[CI] Reorganize compile tests so new tests are automatically included in CI (#28625) 
Signed-off-by: Yanan Cao <gmagogsfm@gmail.com>
 2025-11-19 06:13:50 -08:00
Angela Yi
f36292dbee
[compile] Enable sequence parallelism matching w/o custom ops enabled (#27126) 
Signed-off-by: angelayi <yiangela7@gmail.com>
Signed-off-by: Luka Govedič <ProExpertProg@users.noreply.github.com>
Signed-off-by: ProExpertProg <lgovedic@redhat.com>
Co-authored-by: Luka Govedič <lgovedic@redhat.com>
Co-authored-by: Luka Govedič <ProExpertProg@users.noreply.github.com>
Co-authored-by: Luka Govedič <luka.govedic@gmail.com>
 2025-11-15 11:46:12 +00:00
Laith Sakka
2e0ad629b0
Avoid bytecode hook and simplify TorchCompileWrapperWithCustomDipatch (#25110) 
Signed-off-by: Laith Sakka <lsakka@meta.com>
 2025-11-14 14:11:10 -08:00
Boyuan Feng
fd75d3e8c0
[Minor] avoid register new custom and just import silly_attn (#28578) 
Signed-off-by: Boyuan Feng <boyuan@meta.com>
 2025-11-14 09:32:31 +00:00
Yanan Cao
262d263f6c
[Bugfix] Eliminate tuple inputs to submodules in graph partitioning (#28533) 
Signed-off-by: Yanan Cao <gmagogsfm@gmail.com>
 2025-11-13 15:09:05 -05:00
Roger Wang
d3387750f1
[Misc] Turn off encoder torch compile by default (#28634) 
Signed-off-by: Roger Wang <hey@rogerw.io>
 2025-11-13 08:38:08 -08:00
Harry Mellor
a742134cc5
Remove deprecated fields from CompilationConfig (#27593) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-11-12 16:10:28 +00:00
TJian
edb59a9470
[ROCm] [Bugfix] Fix fused_qknorm_rope_kernel rocm compatibility (#28500) 
Signed-off-by: tjtanaa <tunjian.tan@embeddedllm.com>
 2025-11-12 05:01:14 -08:00
Yanan Cao
48c879369f
[Frontend] Change CompilationMode to a proper Enum (#28165) 
Signed-off-by: Yanan Cao <gmagogsfm@gmail.com>
 2025-11-11 19:46:18 -05:00
Adrian Abeyta
d23539549a
Use FLASHINFER MLA backend when testing fp8_kv_scale_compile (#28491) 
Signed-off-by: adabeyta <aabeyta@redhat.com>
 2025-11-12 00:34:58 +00:00
zhrrr
68c09efc37
[Kernel][Perf] fuse QK Norm and RoPE into one cuda kernel for Qwen Model (#27165) 
Signed-off-by: zhuhaoran <zhuhaoran.zhr@alibaba-inc.com>
 2025-11-11 12:00:31 -05:00
jvlunteren
533b018f72
[BugFix] Fix Failing Ruff Check (#28469) 
Signed-off-by: Jan van Lunteren <jvl@zurich.ibm.com>
 2025-11-11 06:41:43 -08:00
Matthew Bonanni
b30dfa03c5
[Attention] Refactor CUDA attention backend selection logic (#24794) 
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
Signed-off-by: Matthew Bonanni <mbonanni001@gmail.com>
Co-authored-by: Luka Govedič <ProExpertProg@users.noreply.github.com>
 2025-11-11 07:40:44 -05:00
Adrian Abeyta
a5a790eea6
[Bugfix] Ensure calculated KV scales are applied in attention. (#27232) 
Signed-off-by: adabeyta <aabeyta@redhat.com>
 2025-11-10 23:42:37 +00:00
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
Boyuan Feng
b158df2813
remove resolve_op_overloads and use splitting_ops directly (#28081) 
Signed-off-by: Boyuan Feng <boyuan@meta.com>
 2025-11-08 01:13:13 +00:00
Copilot
a736e5ff77
[CI] Reduce Blackwell Fusion test runtime by filtering tests and only run all tests in nightly (#28074) 2025-11-07 15:58:16 +08:00
Lucas Kabela
4bf56c79cc
[Multimodal][torch.compile] Add compilation config field for turning off ViT/MM compile (#28242) 
Signed-off-by: Lucas Kabela <lucaskabela@meta.com>
 2025-11-07 00:16:03 +00:00
gmagogsfm
bde5039325
[CI] Add compile/test_multimodal_compile.py to CI (#28151) 
Signed-off-by: Yanan Cao <gmagogsfm@gmail.com>
Co-authored-by: Isotr0py <mozf@mail2.sysu.edu.cn>
 2025-11-06 05:41:47 +00:00
Lucas Kabela
94666612a9
[Misc][qwen2_5_vl][torch.compile] Enable supports_torch_compile on generic nn.Module and demonstrate speedup on Qwen Vision model (#23207) 
Signed-off-by: Lucas Kabela <lucaskabela@meta.com>
Signed-off-by: Lucas Kabela <lucasakabela@gmail.com>
 2025-10-28 22:36:43 +00:00
fhl2000
284cc92275
[MISC] cudagraph_capture_sizes related improvements (#26016) 
Signed-off-by: fhl <2410591650@qq.com>
Signed-off-by: fhl2000 <63384265+fhl2000@users.noreply.github.com>
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Co-authored-by: Luka Govedič <ProExpertProg@users.noreply.github.com>
Co-authored-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-10-24 05:11:05 -07:00
fhl2000
85fee74b33
[Bugfix][CI] Move resolving cudagraph_mode before initializing attn_metadata_builder (#27427) 
Signed-off-by: fhl2000 <63384265+fhl2000@users.noreply.github.com>
 2025-10-23 20:31:14 -07:00
dongbo910220
a0003b56b0
[Chore] Separate out system utilities from vllm.utils (#27201) 
Signed-off-by: dongbo910220 <1275604947@qq.com>
Co-authored-by: Cyrus Leung <tlleungac@connect.ust.hk>
 2025-10-22 20:25:25 +00:00
Harry Mellor
8f18feb191
Remove last level references not removed in #26355 (#27260) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-10-22 09:18:17 +00:00
Jiangyun Zhu
ab3e80042e
[torch.compile] Enable silu_mul_fp8_quant fusion without custom ops enabled (#27146) 
Signed-off-by: zjy0516 <riverclouds.zhu@qq.com>
 2025-10-22 00:22:39 -04:00
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
Luka Govedič
bd7157a071
[torch.compile] Enable attention and allreduce fusion without custom ops enabled (#24604) 
Signed-off-by: Luka Govedič <lgovedic@redhat.com>
Signed-off-by: Luka Govedič <ProExpertProg@users.noreply.github.com>
 2025-10-17 08:10:23 -06:00
Boyuan Feng
17c540a993
[torch.compile] fix simple inductor graph partition test (#27050) 
Signed-off-by: Boyuan Feng <boyuan@meta.com>
 2025-10-16 21:09:36 -04:00
Lucia Fang
11ae016bd7
[torch.compile] Passing only necessary compilation config to inductor pass config (#27041) 
Signed-off-by: Lu Fang <fanglu@fb.com>
Co-authored-by: Lucia (Lu) Fang <fanglu@meta.com>
 2025-10-17 00:01:52 +00:00
Richard Zou
9b6504c307
[BugFix] Work around graph partition x torch.compile cache issue (#26956) 
Signed-off-by: Richard Zou <zou3519@gmail.com>
 2025-10-15 20:06:11 -07:00