48 Commits

Author SHA1 Message Date
Nicolò Lucchesi
5ee10e990d
[Bugfix][CI] ALiBi test case in xformers multi_query_kv_attention (#11301) 2025-03-05 20:00:53 -08:00
TJian
848a6438ae
[ROCm] Faster Custom Paged Attention kernels (#12348) 2025-03-03 09:24:45 -08:00
Harry Mellor
cf069aa8aa
Update deprecated Python 3.8 typing (#13971) 2025-03-02 17:34:51 -08:00
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
Gregory Shtrasberg
e97f802b2d
[FP8][Kernel] Dynamic kv cache scaling factors computation (#11906)
Signed-off-by: Gregory Shtrasberg <Gregory.Shtrasberg@amd.com>
Co-authored-by: Micah Williamson <micah.williamson@amd.com>
2025-01-23 18:04:03 +00:00
Isotr0py
dd7c9ad870
[Bugfix] Remove hardcoded head_size=256 for Deepseek v2 and v3 (#12067)
Signed-off-by: Isotr0py <2037008807@qq.com>
2025-01-16 10:11:54 +00:00
Michael Goin
235366fe2e
[CI] Prune back the number of tests in tests/kernels/* (#9932)
Signed-off-by: mgoin <michael@neuralmagic.com>
2024-11-05 16:02:32 -05:00
wangshuai09
622b7ab955
[Hardware] using current_platform.seed_everything (#9785)
Signed-off-by: wangshuai09 <391746016@qq.com>
2024-10-29 14:47:44 +00:00
wangshuai09
4e2d95e372
[Hardware][ROCM] using current_platform.is_rocm (#9642)
Signed-off-by: wangshuai09 <391746016@qq.com>
2024-10-28 04:07:00 +00:00
bnellnm
300da09177
[Kernel] Fullgraph and opcheck tests (#8479) 2024-09-25 08:35:52 -06:00
Charlie Fu
9cc373f390
[Kernel][Amd] Add fp8 kv cache support for rocm custom paged attention (#8577) 2024-09-19 17:37:57 +00:00
Cyrus Leung
6ffa3f314c
[CI/Build] Avoid CUDA initialization (#8534) 2024-09-18 10:38:11 +00:00
Charlie Fu
1ef0d2efd0
[Kernel][Hardware][Amd]Custom paged attention kernel for rocm (#8310) 2024-09-13 17:01:11 -07:00
bnellnm
73202dbe77
[Kernel][Misc] register ops to prevent graph breaks (#6917)
Co-authored-by: Sage Moore <sage@neuralmagic.com>
2024-09-11 12:52:19 -07:00
jon-chuang
50b8d08dbd
[Misc/Testing] Use torch.testing.assert_close (#7324) 2024-08-16 04:24:04 +00:00
Joe
14dbd5a767
[Model] H2O Danube3-4b (#6451) 2024-07-26 20:47:50 -07:00
Michael Goin
978aed5300
[Kernel][Attention] Separate Attention.kv_scale into k_scale and v_scale (#6081) 2024-07-16 15:31:32 -07:00
Cyrus Leung
0e9164b40a
[mypy] Enable type checking for test directory (#5017) 2024-06-15 04:45:31 +00:00
SnowDist
a22dea54d3
[Model] Support MAP-NEO model (#5081)
Co-authored-by: Zhuohan Li <zhuohan123@gmail.com>
2024-05-30 19:24:41 -07:00
Cyrus Leung
350f9e107f
[CI/Build] Move test_utils.py to tests/utils.py (#4425)
Since #4335 was merged, I've noticed that the definition of ServerRunner in the tests is the same as in the test for OpenAI API. I have moved the class to the test utilities to avoid code duplication. (Although it only has been repeated twice so far, I will add another similar test suite in #4200 which would duplicate the code a third time)

Also, I have moved the test utilities file (test_utils.py) to under the test directory (tests/utils.py), since none of its code is actually used in the main package. Note that I have added __init__.py to each test subpackage and updated the ray.init() call in the test utilities file in order to relative import tests/utils.py.
2024-05-13 23:50:09 +09:00
Cody Yu
c833101740
[Kernel] Refactor FP8 kv-cache with NVIDIA float8_e4m3 support (#4535) 2024-05-09 18:04:17 -06:00
SangBin Cho
3521ba4f25
[Core][Model runner refactoring 1/N] Refactor attn metadata term (#4518) 2024-05-03 10:20:12 -07:00
Kunshang Ji
e9da5a40c6
[Misc] Add indirection layer for custom ops (#3913) 2024-04-10 20:26:07 -07:00
Adrian Abeyta
2ff767b513
Enable scaled FP8 (e4m3fn) KV cache on ROCm (AMD GPU) (#3290)
Co-authored-by: Gregory Shtrasberg <Gregory.Shtrasberg@amd.com>
Co-authored-by: HaiShaw <hixiao@gmail.com>
Co-authored-by: AdrianAbeyta <Adrian.Abeyta@amd.com>
Co-authored-by: Matthew Wong <Matthew.Wong2@amd.com>
Co-authored-by: root <root@gt-pla-u18-08.pla.dcgpu>
Co-authored-by: mawong-amd <156021403+mawong-amd@users.noreply.github.com>
Co-authored-by: ttbachyinsda <ttbachyinsda@outlook.com>
Co-authored-by: guofangze <guofangze@kuaishou.com>
Co-authored-by: Michael Goin <mgoin64@gmail.com>
Co-authored-by: jacobthebanana <50071502+jacobthebanana@users.noreply.github.com>
Co-authored-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
2024-04-03 14:15:55 -07:00
SangBin Cho
01bfb22b41
[CI] Try introducing isort. (#3495) 2024-03-25 07:59:47 -07:00
Hongxia Yang
56f738ae9b
[ROCm] Fix some kernels failed unit tests (#2498) 2024-02-05 14:25:36 -08:00
Kunshang Ji
96b6f475dd
Remove hardcoded device="cuda" to support more devices (#2503)
Co-authored-by: Jiang Li <jiang1.li@intel.com>
Co-authored-by: Kunshang Ji <kunshang.ji@intel.com>
2024-02-01 15:46:39 -08:00
zhaoyang-star
9090bf02e7
Support FP8-E5M2 KV Cache (#2279)
Co-authored-by: zhaoyang <zhao.yang16@zte.com.cn>
Co-authored-by: Zhuohan Li <zhuohan123@gmail.com>
2024-01-28 16:43:54 -08:00
Simon Mo
6e01e8c1c8
[CI] Add Buildkite (#2355) 2024-01-14 12:37:58 -08:00
Jee Li
77af974b40
[FIX] Support non-zero CUDA devices in custom kernels (#1959) 2024-01-02 19:09:59 -08:00
wbn
dacaf5a400
Replace head_mapping params with num_kv_heads to attention kernel. (#1997)
Co-authored-by: wangguoya <wangguoya@baidu.com>
Co-authored-by: Yang Zhao <zhaoyangstar@foxmail.com>
2023-12-10 10:12:53 -08:00
Yanming W
e0c6f556e8
[Build] Avoid building too many extensions (#1624) 2023-11-23 16:31:19 -08:00
Simon Mo
5ffc0d13a2
Migrate linter from pylint to ruff (#1665) 2023-11-20 11:58:01 -08:00
Woosuk Kwon
0ce8647dc5
Fix integer overflows in attention & cache ops (#1514) 2023-10-31 15:19:30 -07:00
Woosuk Kwon
928de46888
Implement PagedAttention V2 (#1348) 2023-10-16 00:59:57 -07:00
Woosuk Kwon
6f88f762bf
Fix OOM in attention kernel test (#1223) 2023-09-28 14:33:24 -07:00
Antoni Baum
cf5cb1e33e
Allocate more shared memory to attention kernel (#1154) 2023-09-26 22:27:13 -07:00
Zhuohan Li
db09d4ad83
[FIX] Fix Alibi implementation in PagedAttention kernel (#945)
* [FIX] Fix Alibi implementation in PagedAttention kernel

* Fix test_attention

* Fix

---------

Co-authored-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
Co-authored-by: Oliver-ss <yuansongwx@outlook.com>
2023-09-07 15:53:14 -07:00
Woosuk Kwon
fbd80ad409
Clean up kernel unit tests (#938) 2023-09-05 16:57:38 -07:00
Aman Gupta Karmani
75471386de
use flash-attn via xformers (#877) 2023-08-29 21:52:13 -07:00
Tao Peng
d7a1c6d614
Fix paged attention testing. (#495)
Signed-off-by: Tao Peng <jiankeng.pt@alibaba-inc.com>
2023-07-24 21:01:56 -07:00
Song
bda41c70dd
hotfix attn alibi wo head mapping (#496)
Co-authored-by: oliveryuan <oliveryuan@basemind.com>
2023-07-18 11:31:48 -07:00
Andre Slavescu
c894836108
[Model] Add support for GPT-J (#226)
Co-authored-by: woWoosuk Kwon <woosuk.kwon@berkeley.edu>
2023-07-08 17:55:16 -07:00
Woosuk Kwon
e41f06702c
Add support for BLOOM (#331) 2023-07-03 13:12:35 -07:00
Zhuohan Li
d6fa1be3a8
[Quality] Add code formatter and linter (#326) 2023-07-03 11:31:55 -07:00
Woosuk Kwon
0b98ba15c7
Change the name to vLLM (#150) 2023-06-17 03:07:40 -07:00
Woosuk Kwon
e38074b1e6
Support FP32 (#141) 2023-06-07 00:40:21 -07:00
Woosuk Kwon
825d8892b5
Use pytest format for unit tests (#107) 2023-05-17 17:11:23 -07:00