45 Commits

Author SHA1 Message Date
Thien Tran
4f044b1d67
[Kernel][CPU] CPU MLA (#14744)
Signed-off-by: Thien Tran <gau.nernst@yahoo.com.sg>
2025-03-25 09:34:59 +00:00
Lucas Wilkinson
5952d8ab61
[Attention] Get rid of mla cache alignment (#14842)
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
2025-03-15 05:08:25 +00:00
Harry Mellor
cf069aa8aa
Update deprecated Python 3.8 typing (#13971) 2025-03-02 17:34:51 -08:00
Gregory Shtrasberg
aabeb2688f
[ROCm][Quantization][Kernel] Using HIP FP8 header (#12593) 2025-02-25 00:39:59 -08:00
Lucas Wilkinson
288cc6c234
[Attention] MLA with chunked prefill (#12639)
Signed-off-by: Lucas Wilkinson <lwilkinson@neuralmagic.com>
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
Co-authored-by: Patrick Horn <patrick.horn@gmail.com>
Co-authored-by: simon-mo <xmo@berkeley.edu>
Co-authored-by: Tyler Michael Smith <tyler@neuralmagic.com>
2025-02-21 15:30:12 -08:00
Lucas Wilkinson
75e94309e8
[Perf] Mem align KV caches for CUDA devices (MLA perf improvement) (#12676)
Signed-off-by: simon-mo <xmo@berkeley.edu>
Signed-off-by: Lucas Wilkinson <lcwilkins@redhat.com>
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
Signed-off-by: Lucas Wilkinson <lwilkinson@neuralmagic.com>
Co-authored-by: simon-mo <xmo@berkeley.edu>
2025-02-04 18:22:24 -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
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
Pavani Majety
598b6d7b07
[Bugfix/Core] Flashinfer k_scale and v_scale (#9861) 2024-11-01 12:15:05 -07:00
wangshuai09
622b7ab955
[Hardware] using current_platform.seed_everything (#9785)
Signed-off-by: wangshuai09 <391746016@qq.com>
2024-10-29 14:47:44 +00:00
Cyrus Leung
6ffa3f314c
[CI/Build] Avoid CUDA initialization (#8534) 2024-09-18 10:38:11 +00:00
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
Antoni Baum
0e63494cf3
Add fp8 support to reshape_and_cache_flash (#6667) 2024-07-24 18:36:52 +00:00
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
Cody Yu
c833101740
[Kernel] Refactor FP8 kv-cache with NVIDIA float8_e4m3 support (#4535) 2024-05-09 18:04:17 -06:00
youkaichao
230c4b38c1
[CI/Test] fix swap test for multi gpu (#4689) 2024-05-08 13:14:02 -07:00
youkaichao
20cfcdec99
[Core][Optimization] change python dict to pytorch tensor for blocks to swap (#4659) 2024-05-08 12:07:05 -07:00
youkaichao
63575bc2e1
[Core][Optimization] change python dict to pytorch tensor (#4607) 2024-05-06 21:30:27 -07:00
Lily Liu
43c413ec57
[Kernel] Use flashinfer for decoding (#4353)
Co-authored-by: LiuXiaoxuanPKU <llilyliupku@gmail.com>
2024-05-03 15:51:27 -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
youkaichao
8b268a46a7
[CI] typo fix: is_hip --> is_hip() (#3595) 2024-03-24 16:03:06 -07:00
Lily Liu
fe6d09ae61
[Minor] More fix of test_cache.py CI test failure (#2750) 2024-02-06 11:38:38 -08:00
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
Philipp Moritz
89efcf1ce5
[Minor] Fix test_cache.py CI test failure (#2684) 2024-01-31 10:12:11 -08:00
Vladimir
4f65af0e25
Add swap_blocks unit tests (#2616) 2024-01-30 09:30:50 -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
Woosuk Kwon
941767127c
Revert the changes in test_cache (#2335) 2024-01-03 17:32:05 -08:00
Zhuohan Li
fd4ea8ef5c
Use NCCL instead of ray for control-plane communication to remove serialization overhead (#2221) 2024-01-03 11:30:22 -08:00
Jee Li
77af974b40
[FIX] Support non-zero CUDA devices in custom kernels (#1959) 2024-01-02 19:09:59 -08:00
Yanming W
e0c6f556e8
[Build] Avoid building too many extensions (#1624) 2023-11-23 16:31:19 -08:00
Woosuk Kwon
0ce8647dc5
Fix integer overflows in attention & cache ops (#1514) 2023-10-31 15:19:30 -07:00
Zhuohan Li
ba0bfd40e2
TP/quantization/weight loading refactor part 1 - Simplify parallel linear logic (#1181) 2023-10-02 15:36:09 -07:00
Woosuk Kwon
fbd80ad409
Clean up kernel unit tests (#938) 2023-09-05 16:57:38 -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
825d8892b5
Use pytest format for unit tests (#107) 2023-05-17 17:11:23 -07:00