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100 Commits

Author SHA1 Message Date
nvjullin
f66673a39d [Kernel] Added flashinfer fp8 per-tensor gemms (#22895) 
Signed-off-by: Julien Lin <jullin@nvidia.com>
Co-authored-by: Michael Goin <mgoin64@gmail.com>
 2025-08-26 06:54:04 -07:00
elvischenv
24d0c9e6ed [NVIDIA][torch.compile] Support Flashinfer TRTLLM FP8-q/kv NVFP4-out Attention Kernel (#22703) 
Signed-off-by: elvischenv <219235043+elvischenv@users.noreply.github.com>
Co-authored-by: Luka Govedič <ProExpertProg@users.noreply.github.com>
 2025-08-22 22:09:05 +00:00
Michael Goin
0cdbf5e61c [Kernel/Quant] Remove the original marlin format and qqq (#23204) 
Signed-off-by: mgoin <mgoin64@gmail.com>
 2025-08-20 15:13:36 -04:00
Yong Hoon Shin
dfd2382039 [torch.compile] Support conditional torch.compile per module (#22269) 
Signed-off-by: Yong Hoon Shin <yhshin@meta.com>
 2025-08-20 16:52:59 +00:00
Michael Goin
d46d417b58 [CI Perf] Only test bfloat16 for tests/compile/test_fusion_all_reduce.py (#23132) 
Signed-off-by: mgoin <mgoin64@gmail.com>
 2025-08-19 20:18:52 -06:00
elvischenv
03752dba8f [NVIDIA] Support Flashinfer TRTLLM FP8-q/kv/out Attention Kernel (#21716) 
Signed-off-by: elvischenv <219235043+elvischenv@users.noreply.github.com>
Co-authored-by: Michael Goin <mgoin64@gmail.com>
Co-authored-by: Luka Govedič <ProExpertProg@users.noreply.github.com>
 2025-08-19 08:22:15 -04:00
Woosuk Kwon
14006840ea [V0 Deprecation] Remove V0 FlashInfer attention backend (#22776) 
Signed-off-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
 2025-08-18 19:54:16 -07:00
Michael Goin
4fc722eca4 [Kernel/Quant] Remove AQLM (#22943) 
Signed-off-by: mgoin <mgoin64@gmail.com>
Co-authored-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com>
 2025-08-16 19:38:21 +00:00
fhl2000
74f441f4b5 [Core] Allow full cudagraph with separate attention routines and orthogonal to compilation, add support for FA2 and FlashInfer (#20059) 
Signed-off-by: fhl <2410591650@qq.com>
Signed-off-by: fhl2000 <63384265+fhl2000@users.noreply.github.com>
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
Signed-off-by: Lucas Wilkinson <LucasWilkinson@users.noreply.github.com>
Co-authored-by: Luka Govedič <ProExpertProg@users.noreply.github.com>
Co-authored-by: Lucas Wilkinson <lwilkins@redhat.com>
Co-authored-by: Lucas Wilkinson <LucasWilkinson@users.noreply.github.com>
 2025-08-15 10:01:39 -04:00
Wentao Ye
5c3fbfe46b [Feature] Full Cuda Graph Support for Cutlass MLA and 6% E2E Throughput Improvement (#22763) 
Signed-off-by: yewentao256 <zhyanwentao@126.com>
 2025-08-15 06:27:30 +00:00
Michael Goin
88faa466d7 [CI] Initial tests for SM100 Blackwell runner (#21877) 
Signed-off-by: mgoin <mgoin64@gmail.com>
 2025-08-01 16:18:38 -07:00
Ilya Markov
6e672daf62 Add FlashInfer allreduce RMSNorm Quant fusion (#21069) 
Signed-off-by: ilmarkov <imarkov@redhat.com>
Signed-off-by: ilmarkov <markovilya197@gmail.com>
Co-authored-by: ilmarkov <imarkov@redhat.com>
 2025-07-31 13:58:38 -07:00
cascade
287f527f54 [Feature] Add async tensor parallelism for scaled mm (#20155) 
Signed-off-by: cascade812 <cascade812@outlook.com>
 2025-07-30 17:23:41 -04:00
Richard Zou
04e38500ee [Bugfix] VLLM_V1 supports passing other compilation levels (#19340) 
Signed-off-by: Richard Zou <zou3519@gmail.com>
 2025-07-29 09:35:58 -04:00
Cyrus Leung
86ae693f20 [Deprecation][2/N] Replace --task with --runner and --convert (#21470) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Co-authored-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-07-27 19:42:40 -07:00
Yong Hoon Shin
4ac7713e32 Add test case for compiling multiple graphs (#21044) 
Signed-off-by: Yong Hoon Shin <yhshin@meta.com>
 2025-07-23 11:00:47 -07:00
Ilya Markov
37a7d5d74a [Misc] Refactor AllReduceFusionPass. Remove parameter (#20918) 
Signed-off-by: ilmarkov <imarkov@redhat.com>
Co-authored-by: ilmarkov <imarkov@redhat.com>
 2025-07-15 06:57:40 +00:00
Richard Zou
ba8c300018 [BugFix] VLLM_DISABLE_COMPILE_CACHE=1 should disable all reads and writes from the cache (#20942) 
Signed-off-by: Richard Zou <zou3519@gmail.com>
 2025-07-15 01:26:18 +00:00
Ilya Markov
fc0f41d10a Integration SM100 FlashInfer fused allreduce RMSNorm (#20691) 
Signed-off-by: ilmarkov <imarkov@redhat.com>
Co-authored-by: ilmarkov <imarkov@redhat.com>
 2025-07-11 18:58:15 -07:00
Luka Govedič
762be26a8e [Bugfix] Upgrade depyf to 0.19 and streamline custom pass logging (#20777) 
Signed-off-by: Luka Govedic <lgovedic@redhat.com>
Signed-off-by: luka <lgovedic@redhat.com>
 2025-07-11 00:15:22 -07:00
Luka Govedič
31d5c1797f [Perf][fp8] Use CustomOp abstraction for fp8 quant for better perf (#19830) 
Signed-off-by: Luka Govedic <lgovedic@redhat.com>
Co-authored-by: mgoin <mgoin64@gmail.com>
 2025-07-11 04:56:28 +00:00
Jee Jee Li
1caca5a589 [Misc] Add SPDX-FileCopyrightText (#20428) 
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
 2025-07-04 07:40:42 +00:00
Boyuan Feng
c01d1c5aba use .dev for version comparison with pytorch nightly release (#20031) 
Signed-off-by: Boyuan Feng <boyuan@meta.com>
 2025-06-24 21:52:16 +00:00
cascade
e6327c9b3e [Feature] Support sequence parallelism for static fp8 quantization (#19181) 
Signed-off-by: cascade812 <cascade812@outlook.com>
 2025-06-23 16:09:02 -04:00
Maximilien de Bayser
799397ee4f Support embedding models in V1 (#16188) 
Signed-off-by: Max de Bayser <mbayser@br.ibm.com>
Signed-off-by: Max de Bayser <maxdebayser@gmail.com>
Signed-off-by: 22quinn <33176974+22quinn@users.noreply.github.com>
Co-authored-by: 22quinn <33176974+22quinn@users.noreply.github.com>
 2025-06-18 21:36:33 -07:00
Richard Zou
ed33349738 [BugFix] Fix use_cudagraph=False (#19612) 
Signed-off-by: Richard Zou <zou3519@gmail.com>
 2025-06-19 08:23:12 +08:00
Charlie Fu
a44b1c951d [Feature][ROCm] Add full graph capture support for TritonAttentionBackend (#19158) 
Signed-off-by: charlifu <charlifu@amd.com>
 2025-06-17 17:03:06 -04:00
Luka Govedič
3597b06a4f [CUDA] Enable full cudagraph for FlashMLA (#18581) 
Signed-off-by: luka <luka@neuralmagic.com>
 2025-06-13 18:12:26 +00:00
Luka Govedič
f98548b9da [torch.compile][ROCm] Fuse quantization onto attention using a torch.compile pass (#16756) 
Signed-off-by: Luka Govedič <lgovedic@redhat.com>
Co-authored-by: Sage Moore <sage@neuralmagic.com>
 2025-06-12 08:31:04 -07:00
Ning Xie
2f1c19b245 [CI] change spell checker from codespell to typos (#18711) 
Signed-off-by: Andy Xie <andy.xning@gmail.com>
 2025-06-11 19:57:10 -07:00
Richard Zou
77f0d465d0 [BugFix] Allow use_cudagraph to work with dynamic VLLM_USE_V1 (#19390) 
Signed-off-by: rzou <zou3519@gmail.com>
 2025-06-11 07:54:41 +08:00
Richard Zou
3a4d417707 [Misc] Cleanup compilation tests (#19343) 
Signed-off-by: rzou <zou3519@gmail.com>
 2025-06-09 15:05:44 +08:00
Richard Zou
3d64d366e0 [Misc] Change tests/compile to use VLLM_V1 by default (#19302) 
Signed-off-by: rzou <zou3519@gmail.com>
 2025-06-08 16:06:48 +08:00
Richard Zou
eaa2e51088 [Bugfix] Re-enable use_cudagraph in vLLM v1 (#19299) 
Signed-off-by: Richard Zou <zou3519@gmail.com>
 2025-06-08 08:56:12 +08:00
Woosuk Kwon
b124e1085b [Bugfix] Fix FA3 full cuda graph correctness (#19106) 
Signed-off-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
 2025-06-03 23:10:15 -07:00
Simon Mo
02f0c7b220 [Misc] Add SPDX-FileCopyrightText (#19100) 
Signed-off-by: simon-mo <simon.mo@hey.com>
 2025-06-03 11:20:17 -07:00
Richard Zou
26b4fa45be Add ability to use CUDAGraphs with use_inductor=False (#17345) 
Signed-off-by: rzou <zou3519@gmail.com>
 2025-05-29 10:16:52 +08:00
cascade
71ea614d4a [Feature]Add async tensor parallelism using compilation pass (#17882) 
Signed-off-by: cascade812 <cascade812@outlook.com>
 2025-05-23 01:03:34 -07:00
Charlie Fu
7b2f28deba [AMD][torch.compile] Enable silu+fp8_quant fusion for rocm (#18082) 
Signed-off-by: charlifu <charlifu@amd.com>
 2025-05-13 22:13:56 -07:00
Aaron Pham
cb528d0585 [Fix] check to make sure processor has chat templates (#18047) 
Signed-off-by: Aaron Pham <contact@aarnphm.xyz>
 2025-05-13 03:04:10 -07:00
Harry Mellor
4b2ed7926a Improve configs - the rest! (#17562) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-05-09 15:18:44 -07:00
Chanh Nguyen
7ea2adb802 [Core] Support full cuda graph in v1 (#16072) 
Signed-off-by: Chanh Nguyen <cnguyen@linkedin.com>
Co-authored-by: Chanh Nguyen <cnguyen@linkedin.com>
 2025-05-07 22:30:15 -07:00
Richard Zou
b90b0852e9 [easy] Print number of needed GPUs in skip message (#17594) 
Signed-off-by: rzou <zou3519@gmail.com>
 2025-05-02 15:27:43 -07:00
Sage Moore
460a2b1100 [torch.compile] Add torch inductor pass for fusing silu_and_mul with subsequent scaled_fp8_quant operations (#10867) 
Signed-off-by: Sage Moore <sage@neuralmagic.com>
 2025-05-01 07:59:28 -07:00
Harry Mellor
b6dd32aa07 Make name of compressed-tensors quant method consistent across vLLM (#17255) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-04-28 16:28:13 +00:00
cascade
690fe019f0 [Feature] support sequence parallelism using compilation pass (#16155) 
Signed-off-by: cascade812 <cascade812@outlook.com>
Signed-off-by: Tyler Michael Smith <tyler@neuralmagic.com>
Co-authored-by: Tyler Michael Smith <tyler@neuralmagic.com>
 2025-04-27 06:29:35 -07:00
Luka Govedič
9cdde47289 [BugFix] Fix fusion test and add them to CI (#16287) 
Signed-off-by: luka <luka@neuralmagic.com>
 2025-04-08 23:46:45 -07:00
Charlie Fu
e85829450d [Feature][ROCm]Enable fusion pass for torch.compile on ROCm (#15050) 
Signed-off-by: charlifu <charlifu@amd.com>
 2025-03-31 04:42:18 -07:00
Luka Govedič
04437e313d [Bugfix] [torch.compile] Add Dynamo metrics context during compilation (#15639) 
Signed-off-by: luka <luka@neuralmagic.com>
 2025-03-28 14:01:09 -06:00
Matthew Vine
7a6d45bc8a Support FIPS enabled machines with MD5 hashing (#15299) 
Signed-off-by: Matthew Vine <32849887+MattTheCuber@users.noreply.github.com>
 2025-03-26 20:19:46 -04:00