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dcb28a332bfb7c7b1991ab8c6694233956a4eafe
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100 Commits

Author SHA1 Message Date
Hanjie Qiu
dcb28a332b [Kernel] Flashinfer MLA (trtllm-gen) decode kernel integration (#21078) 
Signed-off-by: hjjq <hanjieq@nvidia.com>
Signed-off-by: Michael Goin <mgoin64@gmail.com>
Signed-off-by: mgoin <mgoin64@gmail.com>
Co-authored-by: Michael Goin <mgoin64@gmail.com>
 2025-09-10 15:31:10 -07:00
baonudesifeizhai
6cbd41909e Feature/vit attention unification# 23880 (#23978) 
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
Co-authored-by: Isotr0py <mozf@mail2.sysu.edu.cn>
 2025-09-10 06:10:14 -07:00
Woosuk Kwon
4172235ab7 [V0 deprecation] Deprecate V0 Neuron backend (#21159) 
Signed-off-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
 2025-09-06 16:15:18 -07:00
Lucas Wilkinson
402759d472 [Attention] FlashAttn MLA (#14258) 
Signed-off-by: Lucas Wilkinson <lwilkinson@neuralmagic.com>
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
Signed-off-by: Matthew Bonanni <mbonanni001@gmail.com>
Co-authored-by: Matthew Bonanni <mbonanni001@gmail.com>
Co-authored-by: Matthew Bonanni <mbonanni@redhat.com>
 2025-09-04 02:47:59 -07:00
Didier Durand
9701352e4b [Doc]: fix typos in Python comments (#24001) 
Signed-off-by: Didier Durand <durand.didier@gmail.com>
 2025-08-31 08:21:59 +00:00
Kunshang Ji
fce10dbed5 [XPU] Add xpu torch.compile support (#22609) 
Signed-off-by: Kunshang Ji <kunshang.ji@intel.com>
 2025-08-27 05:33:27 +00:00
Chaojun Zhang
8a044754bd [XPU] Delay BF16 check to worker init for spawn compatibility (#22979) 
Signed-off-by: chzhang <chaojun.zhang@intel.com>
 2025-08-25 13:09:26 -07:00
Matthew Bonanni
19fe1a0510 [Kernel] Add FP8 support with FlashMLA backend (#22668) 
Signed-off-by: Matthew Bonanni <mbonanni001@gmail.com>
 2025-08-22 02:26:32 +00:00
Nikhil Suryawanshi
78dba404ad [Hardware][IBM Z]Enable v1 for s390x and s390x dockerfile fixes (#22725) 
Signed-off-by: Nikhil Suryawanshi <suryawanshin74@gmail.com>
 2025-08-19 04:40:37 +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
Yongye Zhu
007dd90859 [gpt-oss] Enable gpt-oss on ampere (#22714) 
Signed-off-by: Yongye Zhu <zyy1102000@gmail.com>
 2025-08-12 03:21:44 -07:00
Giancarlo Delfin
469b3ffaaa [V1] port xformers backend to v1 (#21342) 
Signed-off-by: Giancarlo Delfin <gdelfin@meta.com>
 2025-08-05 10:04:46 -07:00
Giancarlo Delfin
aa7012eb6d Add tree attention backend for v1 (part 1) (#20401) 
Signed-off-by: Giancarlo Delfin <gdelfin@meta.com>
 2025-08-03 22:13:26 -07:00
vllmellm
d3a6f2120b [FEAT][ROCm] Enable running Flash Attention as ViT attn backend for Qwen-VL models on ROCm platform. (#22069) 
Signed-off-by: tjtanaavllm <tunjian.tan@amd.com>
Signed-off-by: vllmellm <vllm.ellm@embeddedllm.com>
Co-authored-by: tjtanaavllm <tunjian.tan@amd.com>
 2025-08-01 23:53:18 -07:00
Michael Goin
61445453df [UX] Rename CUTLASS_MLA_VLLM_V1 to CUTLASS_MLA (#21966) 
Signed-off-by: mgoin <mgoin64@gmail.com>
 2025-07-30 20:40:34 -07:00
Konrad Zawora
c17231e827 Fix kv_cache_dtype handling for out-of-tree HPU plugin (#21302) 
Signed-off-by: Konrad Zawora <kzawora@habana.ai>
Signed-off-by: Chendi.Xue <chendi.xue@intel.com>
Co-authored-by: Chendi.Xue <chendi.xue@intel.com>
 2025-07-21 23:35:14 -07:00
Woosuk Kwon
752c6ade2e [V0 Deprecation] Deprecate BlockSparse Attention & Phi3-Small (#21217) 
Signed-off-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
 2025-07-19 13:53:17 -07:00
Woosuk Kwon
4de7146351 [V0 deprecation] Remove V0 HPU backend (#21131) 
Signed-off-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
 2025-07-17 16:37:36 -07:00
Congcong Chen
2c11a738b3 [Model] New model support for microsoft/Phi-4-mini-flash-reasoning (#20702) 
Signed-off-by: Congcong Chen <congcongchen@microsoft.com>
 2025-07-12 06:02:10 -07:00
Kunshang Ji
0b407479ef [misc]refactor Platform.set_device method (#20262) 
Signed-off-by: Kunshang Ji <kunshang.ji@intel.com>
 2025-07-09 01:39:47 +00:00
Yang Yang
6e2c19ce22 [Refactor]Abstract Platform Interface for Distributed Backend and Add xccl Support for Intel XPU (#19410) 
Signed-off-by: dbyoung18 <yang5.yang@intel.com>
Signed-off-by: Kunshang Ji <kunshang.ji@intel.com>
Co-authored-by: Kunshang Ji <kunshang.ji@intel.com>
 2025-07-07 04:32:32 +00:00
Gabriel Marinho
a4113b035c [Platform] Add custom default max tokens (#18557) 
Signed-off-by: Gabriel Marinho <gmarinho@ibm.com>
 2025-07-04 10:50:17 +08:00
Seiji Eicher
65397e40f5 [Bugfix] Allow CUDA_VISIBLE_DEVICES='' in Platform.device_id_to_physical_device_id (#18979) 
Signed-off-by: Seiji Eicher <seiji@anyscale.com>
 2025-06-26 00:01:57 -07:00
kourosh hakhamaneshi
5e666f72cd [Bugfix][Ray] Set the cuda context eagerly in the ray worker (#19583) 2025-06-19 22:01:16 -07:00
wangxiyuan
257ab95439 [Platform] Allow platform use V1 Engine by default (#19792) 
Signed-off-by: wangxiyuan <wangxiyuan1007@gmail.com>
 2025-06-18 13:03:36 +00:00
Driss Guessous
cf02f9b283 Add FlexAttention to V1 (#16078) 
Signed-off-by: drisspg <drisspguessous@gmail.com>
 2025-06-06 21:58:55 -07:00
Michael Goin
87360308b7 [V1] Use FlashInfer by default on Blackwell GPUs (#19118) 2025-06-05 15:40:39 -04:00
Nicolò Lucchesi
9ef9173cfa [P/D][NixlConnector] Enable FlashInfer backend (#19090) 2025-06-05 17:10:15 +00:00
Kaixi Hou
41aa578428 [NVIDIA] Add Cutlass MLA backend (#17625) 2025-06-03 21:40:26 -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
Nicolò Lucchesi
4b7817c119 [Misc] Add missing _Backend enums (#19081) 
Signed-off-by: nicklucche <nlucches@redhat.com>
 2025-06-03 16:15:16 +00:00
Mengqing Cao
d781930f90 [Platform][Dist] Make torch distributed process group extendable (#18763) 
Signed-off-by: Mengqing Cao <cmq0113@163.com>
 2025-05-28 10:52:34 +00:00
Hyogeun Oh (오효근)
a68e293cb9 [Doc] Convert Sphinx directives ( {class}, {meth}, {attr}, ...) to MkDocs format for better documentation linking (#18663) 
Signed-off-by: Zerohertz <ohg3417@gmail.com>
 2025-05-27 01:44:20 -07:00
Harry Mellor
2edb533af2 Replace {func} with mkdocs style links (#18610) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-05-23 05:51:38 -07:00
Mengqing Cao
f8d2cc5f55 [Compile][Platform] Make PiecewiseBackend pluggable and extendable (#18076) 
Signed-off-by: Mengqing Cao <cmq0113@163.com>
Co-authored-by: youkaichao <youkaichao@gmail.com>
 2025-05-22 12:11:53 -07:00
Harry Mellor
c8ea982d9b Update deprecated type hinting in platform, plugins, triton_utils, vllm_flash_attn (#18129) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-05-14 05:28:16 -07:00
Tao He
60f7624334 Implements dual-chunk-flash-attn backend for dual chunk attention with sparse attention support (#11844) 2025-05-12 19:52:47 -07:00
Jade Zheng
289199feb6 [Core] Use platform-agnostic device control for DP engine core (#17245) 
Signed-off-by: Jade Zheng <zheng.shoujian@outlook.com>
 2025-05-12 12:09:16 -07:00
Isotr0py
5c4c08f6f1 [Misc] Auto fallback to float16 for pre-Ampere GPUs when detected bfloat16 config (#17265) 
Signed-off-by: Isotr0py <2037008807@qq.com>
 2025-05-09 17:16:12 +00:00
vllmellm
3c9396a64f [FEAT][ROCm]: Support AITER MLA on V1 Engine (#17523) 
Signed-off-by: vllmellm <vllm.ellm@embeddedllm.com>
Co-authored-by: qli88 <qiang.li2@amd.com>
Co-authored-by: Hongxia Yang <62075498+hongxiayang@users.noreply.github.com>
 2025-05-09 10:42:05 +08:00
Akshat Tripathi
c20ef40fd0 [Hardware][TPU][V1] Multi-LoRA implementation for the V1 TPU backend (#14238) 
Signed-off-by: Akshat Tripathi <akshat@krai.ai>
Signed-off-by: Chengji Yao <chengjiyao@google.com>
Co-authored-by: Chengji Yao <chengjiyao@google.com>
 2025-05-07 16:28:47 -04:00
Bowen Bao
db593aa67f [Quantization] Quark MXFP4 format loading (#16943) 2025-05-07 15:05:05 -04:00
Harry Mellor
d6484ef3c3 Add full API docs and improve the UX of navigating them (#17485) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-05-03 19:42:43 -07:00
Gregory Shtrasberg
a92842454c [Bugfix][ROCm] Using device_type because on ROCm the API is still torch.cuda (#17601) 
Signed-off-by: Gregory Shtrasberg <Gregory.Shtrasberg@amd.com>
 2025-05-02 22:25:47 -07:00
Nicolò Lucchesi
889ebb2638 [Misc] Minor typo/grammar in platforms/interface.py (#17307) 
Signed-off-by: NickLucche <nlucches@redhat.com>
 2025-04-28 05:45:42 -07:00
vllmellm
30bc3e0f66 [FEAT][ROCm]: Support AITER MLA (#15893) 
Signed-off-by: vllmellm <vllm.ellm@embeddedllm.com>
Co-authored-by: qli88 <qiang.li2@amd.com>
 2025-04-22 09:31:13 -07:00
Charlie Fu
188b7f9b8c [Performance][ROCm] Add skinny gemms for unquantized linear on ROCm (#15830) 
Signed-off-by: charlifu <charlifu@amd.com>
Co-authored-by: Tyler Michael Smith <tysmith@redhat.com>
 2025-04-21 20:46:22 -07:00
Shanshan Shen
7272bfae77 [Misc] Refactor platform to get device specific stream and event (#14411) 
Signed-off-by: shen-shanshan <467638484@qq.com>
 2025-04-21 21:25:49 +08:00
Joe Runde
e1b004839a [Hardware] Add processor inputs to platform validation (#16680) 
Signed-off-by: Joe Runde <Joseph.Runde@ibm.com>
 2025-04-16 09:28:42 -07:00
Shuqiao Li
d2020acac7 config check sleep mode support oot platforms (#16562) 2025-04-14 16:31:50 -07:00