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156 Commits

Author SHA1 Message Date
Hosang
dd5fa7e04f [ROCm][Kernel][V1] Enable AMD Radeon GPU Custom Paged Attention on v1 (#17004) 
Signed-off-by: Hosang Yoon <hosang.yoon@amd.com>
 2025-05-21 08:35:00 -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
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
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
Hashem Hashemi
5a499e70d5 [Kernel][Hardware][AMD] Bf16 mfma opt for ROCm skinny GEMMs (#17071) 
Signed-off-by: Hashem Hashemi <hashem.hashemi@amd.com>
Signed-off-by: charlifu <charlifu@amd.com>
Co-authored-by: charlifu <charlifu@amd.com>
 2025-05-07 22:34:49 -07:00
Bowen Bao
db593aa67f [Quantization] Quark MXFP4 format loading (#16943) 2025-05-07 15:05:05 -04:00
Xiaodong Wang
9352cdb56d [Hardware][AMD] Improve OAM device ID + llama4 Maverick MOE tuning (#16263) 
Signed-off-by: Lu Fang <lufang@fb.com>
Co-authored-by: Lu Fang <lufang@fb.com>
 2025-05-02 19:44:19 +00:00
Juan Villamizar
811a6c0972 [ROCM] Add gfx950 to the custom attention archs (#16034) 
Signed-off-by: jpvillam <Juan.Villamizar@amd.com>
Signed-off-by: seungrokjung <seungrok.jung@amd.com>
Signed-off-by: Gregory Shtrasberg <Gregory.Shtrasberg@amd.com>
Co-authored-by: seungrokjung <seungrok.jung@amd.com>
Co-authored-by: Gregory Shtrasberg <Gregory.Shtrasberg@amd.com>
 2025-05-01 11:18:28 -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
Jade Zheng
30215ca61f [MISC] Use string annotation types for class definitions (#17244) 
Signed-off-by: Jade Zheng <zheng.shoujian@outlook.com>
 2025-04-27 08:39:57 +00:00
Charlie Fu
54271bb766 [ROCm][Misc] Follow-ups for Skinny Gemms on ROCm. (#17011) 
Signed-off-by: charlifu <charlifu@amd.com>
 2025-04-25 22:05:10 -07:00
vllmellm
7e081ba7ca [BugFix] Revert ROCm Custom Paged Attention Env Flag Check (#17022) 
Signed-off-by: vllmellm <vllm.ellm@embeddedllm.com>
 2025-04-22 19:17:48 -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
vllmellm
0e237f0035 [FEAT][ROCm] Integrate Paged Attention Kernel from AITER (#15001) 
Signed-off-by: vllmellm <vllm.ellm@embeddedllm.com>
Signed-off-by: tjtanaa <tunjian.tan@embeddedllm.com>
Co-authored-by: tjtanaa <tunjian.tan@embeddedllm.com>
 2025-04-22 02:46:28 -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
Divakar Verma
95aca283b4 [rocm][V0] fix selection logic for custom PA in V0 (#16426) 
Signed-off-by: Divakar Verma <divakar.verma@amd.com>
 2025-04-16 19:52:11 -07:00
Joe Runde
cb391d85dc [Hardware] add platform-specific request validation api (#16291) 
Signed-off-by: Joe Runde <Joseph.Runde@ibm.com>
 2025-04-09 12:50:01 -07:00
Shanshan Shen
e9ba99f296 [V1][Structured Output] Add supports_structured_output() method to Platform (#16148) 
Signed-off-by: shen-shanshan <467638484@qq.com>
 2025-04-07 11:06:24 +00:00
Ilya Markov
ef608c37a7 [Distributed] [ROCM] Fix custom allreduce enable checks (#16010) 
Signed-off-by: ilmarkov <imarkov@redhat.com>
Co-authored-by: ilmarkov <imarkov@redhat.com>
 2025-04-04 09:39:08 -07:00
Aleksandr Malyshev
57a810db9c [ROCM][V0] PA kennel selection when no sliding window provided (#15982) 
Signed-off-by: Aleksandr Malyshev <maleksan@amd.com>
Co-authored-by: Aleksandr Malyshev <maleksan@amd.com>
 2025-04-03 05:28:44 +00:00
Aleksandr Malyshev
e73ff24e31 [ROCM][KERNEL] Paged attention for V1 (#15720) 
Signed-off-by: Aleksandr Malyshev <maleksan@amd.com>
Signed-off-by: root <root@banff-cyxtera-s65-4.amd.com>
Co-authored-by: Aleksandr Malyshev <maleksan@amd.com>
Co-authored-by: root <root@banff-cyxtera-s65-4.amd.com>
 2025-04-02 19:48:00 -07:00
Ilya Markov
b7b7676d67 [Distributed] Add custom allreduce support for ROCM (#14125) 
Signed-off-by: ilmarkov <imarkov@redhat.com>
Co-authored-by: ilmarkov <imarkov@redhat.com>
 2025-03-31 22:49:12 -07:00
Joe Runde
5f063a80bd [bugfix] add supports_v1 platform interface (#15417) 
Signed-off-by: Joe Runde <Joseph.Runde@ibm.com>
 2025-03-25 15:00:32 -04:00
Isotr0py
f8a08cb90d [V1] Enable Triton(ROCm) Attention backend for Nvidia GPUs (#14071) 
Signed-off-by: Isotr0py <2037008807@qq.com>
Co-authored-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
 2025-03-21 03:14:19 +00:00
Jeff Daily
a1c8f3796c dynamic distpatch of fp8 kernels (#14245) 
Signed-off-by: Jeff Daily <jeff.daily@amd.com>
 2025-03-11 10:54:56 -04:00
Harry Mellor
3b352a2f92 Correct capitalisation: VLLM -> vLLM (#14562) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-03-10 16:36:21 +00:00
Cyrus Leung
435b502a6e [ROCm] Make amdsmi import optional for other platforms (#13460) 2025-02-18 03:15:56 -08:00
Divakar Verma
7c7adf81fc [ROCm] fix get_device_name for rocm (#13438) 
Signed-off-by: Divakar Verma <divakar.verma@amd.com>
 2025-02-18 04:07:12 +00:00
youkaichao
a0231b7c25 [platform] add base class for communicators (#13208) 
Signed-off-by: youkaichao <youkaichao@gmail.com>
 2025-02-16 22:14:22 +08:00
Sage Moore
ba59b78a9c [ROCm][V1] Add intial ROCm support to V1 (#12790) 2025-02-13 22:21:50 -08:00
Gregory Shtrasberg
7539bbc6a6 [ROCm] Using a more precise memory profiling (#12624) 
Signed-off-by: Gregory Shtrasberg <Gregory.Shtrasberg@amd.com>
 2025-02-11 21:47:10 +08:00
TJian
eaa92d4437 [ROCm] [Feature] [Doc] [Dockerfile] [BugFix] Support Per-Token-Activation Per-Channel-Weight FP8 Quantization Inferencing (#12501) 2025-02-07 08:13:43 -08:00
Hongxia Yang
c36ac98d01 [AMD][ROCm] Enable DeepSeek model on ROCm (#12662) 
Signed-off-by: Hongxia Yang <hongxia.yang@amd.com>
Co-authored-by: Matthew Wong <Matthew.Wong2@amd.com>
 2025-02-04 08:24:11 +00:00
Russell Bryant
e489ad7a21 [Misc] Add SPDX-License-Identifier headers to python source files (#12628) 
- **Add SPDX license headers to python source files**
- **Check for SPDX headers using pre-commit**

commit 9d7ef44c3cfb72ca4c32e1c677d99259d10d4745
Author: Russell Bryant <rbryant@redhat.com>
Date:   Fri Jan 31 14:18:24 2025 -0500

    Add SPDX license headers to python source files
    
This commit adds SPDX license headers to python source files as
recommended to
the project by the Linux Foundation. These headers provide a concise way
that is
both human and machine readable for communicating license information
for each
source file. It helps avoid any ambiguity about the license of the code
and can
    also be easily used by tools to help manage license compliance.
    
The Linux Foundation runs license scans against the codebase to help
ensure
    we are in compliance with the licenses of the code we use, including
dependencies. Having these headers in place helps that tool do its job.
    
    More information can be found on the SPDX site:
    
    - https://spdx.dev/learn/handling-license-info/
    
    Signed-off-by: Russell Bryant <rbryant@redhat.com>

commit 5a1cf1cb3b80759131c73f6a9dddebccac039dea
Author: Russell Bryant <rbryant@redhat.com>
Date:   Fri Jan 31 14:36:32 2025 -0500

    Check for SPDX headers using pre-commit
    
    Signed-off-by: Russell Bryant <rbryant@redhat.com>

---------

Signed-off-by: Russell Bryant <rbryant@redhat.com>
 2025-02-02 11:58:18 -08:00
Lucas Wilkinson
cabaf4eff3 [Attention] MLA decode optimizations (#12528) 
Signed-off-by: Lucas Wilkinson <lwilkinson@neuralmagic.com>
Signed-off-by: simon-mo <xmo@berkeley.edu>
Co-authored-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
Co-authored-by: simon-mo <simon.mo@hey.com>
Co-authored-by: Michael Goin <mgoin64@gmail.com>
Co-authored-by: Zhuohan Li <zhuohan123@gmail.com>
Co-authored-by: Tyler Michael Smith <tysmith@redhat.com>
Co-authored-by: Alexander Matveev <59768536+alexm-neuralmagic@users.noreply.github.com>
Co-authored-by: simon-mo <xmo@berkeley.edu>
 2025-01-30 23:49:37 -08:00
kewang-xlnx
de0526f668 [Misc][Quark] Upstream Quark format to VLLM (#10765) 
Signed-off-by: kewang-xlnx <kewang@xilinx.com>
Signed-off-by: kewang2 <kewang2@amd.com>
Co-authored-by: kewang2 <kewang2@amd.com>
Co-authored-by: Michael Goin <michael@neuralmagic.com>
 2025-01-15 11:05:15 -05:00
Shanshan Shen
9ddac56311 [Platform] move current_memory_usage() into platform (#11369) 
Signed-off-by: Shanshan Shen <467638484@qq.com>
 2025-01-15 03:38:25 +00:00
Shanshan Shen
a7d59688fb [Platform] Move get_punica_wrapper() function to Platform (#11516) 
Signed-off-by: Shanshan Shen <467638484@qq.com>
 2025-01-13 13:12:10 +00:00
youkaichao
458e63a2c6 [platform] add device_control env var (#12009) 
Signed-off-by: youkaichao <youkaichao@gmail.com>
 2025-01-13 20:59:09 +08:00
youkaichao
89ce62a316 [platform] add ray_device_key (#11948) 
Signed-off-by: youkaichao <youkaichao@gmail.com>
 2025-01-13 16:20:52 +08:00
wangxiyuan
405eb8e396 [platform] Allow platform specify attention backend (#11609) 
Signed-off-by: wangxiyuan <wangxiyuan1007@gmail.com>
Signed-off-by: Mengqing Cao <cmq0113@163.com>
Co-authored-by: Mengqing Cao <cmq0113@163.com>
 2025-01-09 21:46:50 +08:00
Mengqing Cao
6c6f7fe8a8 [Platform] Move model arch check to platform (#11503) 
Signed-off-by: Mengqing Cao <cmq0113@163.com>
 2024-12-27 08:45:25 +00:00
wangxiyuan
e88db68cf5 [Platform] platform agnostic for EngineArgs initialization (#11225) 
Signed-off-by: wangxiyuan <wangxiyuan1007@gmail.com>
 2024-12-16 22:11:06 -08:00
Gregory Shtrasberg
b63ba84832 [ROCm][bugfix] scpecilative decoding worker class (#11035) 
Signed-off-by: Gregory Shtrasberg <Gregory.Shtrasberg@amd.com>
 2024-12-09 14:00:29 -08:00
wangxiyuan
aea2fc38c3 [Platform] Move async output check to platform (#10768) 
Signed-off-by: wangxiyuan <wangxiyuan1007@gmail.com>
 2024-12-09 17:24:46 +00:00
wangxiyuan
661175bc82 [platform] Add verify_quantization in platform. (#10757) 
Signed-off-by: wangxiyuan <wangxiyuan1007@gmail.com>
 2024-11-29 15:22:21 +00:00
youkaichao
eebad39f26 [torch.compile] support all attention backends (#10558) 
Signed-off-by: youkaichao <youkaichao@gmail.com>
 2024-11-22 14:04:42 -08:00
youkaichao
a111d0151f [platforms] absorb worker cls difference into platforms folder (#10555) 
Signed-off-by: youkaichao <youkaichao@gmail.com>
Co-authored-by: Nick Hill <nhill@redhat.com>
 2024-11-21 21:00:32 -08:00
Mengqing Cao
9d827170a3 [Platforms] Add device_type in Platform (#10508) 
Signed-off-by: MengqingCao <cmq0113@163.com>
 2024-11-21 04:44:20 +00:00
youkaichao
388ee3de66 [torch.compile] limit inductor threads and lazy import quant (#10482) 
Signed-off-by: youkaichao <youkaichao@gmail.com>
 2024-11-20 18:36:33 -08:00