32 Commits

Author SHA1 Message Date
02f0c7b220 [Misc] Add SPDX-FileCopyrightText (#19100)
Signed-off-by: simon-mo <simon.mo@hey.com>
2025-06-03 11:20:17 -07:00
9e96f56efb Allocate kv_cache with stride order (#16605)
Signed-off-by: shuw <shuw@nvidia.com>
2025-04-25 22:03:31 -07:00
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
66233af7b6 Use math.prod instead of np.prod for trivial ops (#14142) 2025-03-03 21:09:22 -08:00
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
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
baeded2569 [Attention] Deepseek v3 MLA support with FP8 compute (#12601)
This PR implements the Deepseek V3 support by performing matrix absorption the fp8 weights 

---------

Signed-off-by: Lucas Wilkinson <lwilkinson@neuralmagic.com>
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>
2025-01-31 21:52:51 -08:00
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
ffa48c9146 [Model] PP support for Mamba-like models (#10992)
Signed-off-by: mzusman <mor.zusmann@gmail.com>
2024-12-10 21:53:37 -05:00
4fa3e33349 [Kernel] Support sliding window in flash attention backend (#9403) 2024-10-20 10:57:52 -07:00
7342a7d7f8 [Model] Support Mamba (#6484) 2024-10-11 15:40:06 +00:00
9d6a8daa87 [Model] Jamba support (#4115)
Signed-off-by: Muralidhar Andoorveedu <muralidhar.andoorveedu@centml.ai>
Co-authored-by: Erez Schwartz <erezs@ai21.com>
Co-authored-by: Mor Zusman <morz@ai21.com>
Co-authored-by: tomeras91 <57313761+tomeras91@users.noreply.github.com>
Co-authored-by: Tomer Asida <tomera@ai21.com>
Co-authored-by: Zhuohan Li <zhuohan123@gmail.com>
Co-authored-by: Muralidhar Andoorveedu <muralidhar.andoorveedu@centml.ai>
2024-07-02 23:11:29 +00:00
c5832d2ae9 [Core] Pipeline Parallel Support (#4412)
Signed-off-by: Muralidhar Andoorveedu <muralidhar.andoorveedu@centml.ai>
2024-07-02 10:58:08 -07:00
728c4c8a06 [Hardware][Intel GPU] Add Intel GPU(XPU) inference backend (#3814)
Co-authored-by: Jiang Li <jiang1.li@intel.com>
Co-authored-by: Abhilash Majumder <abhilash.majumder@intel.com>
Co-authored-by: Abhilash Majumder <30946547+abhilash1910@users.noreply.github.com>
2024-06-17 11:01:25 -07:00
1a8bfd92d5 [Hardware] Initial TPU integration (#5292) 2024-06-12 11:53:03 -07:00
d4f3985907 [Core] Sliding window for block manager v2 (#4545)
Co-authored-by: Ruth Evans <ruthevans@Ruths-MacBook-Pro.local>
2024-05-28 11:07:07 +09:00
0fca3cdcf2 [Misc] Enhance attention selector (#4751) 2024-05-13 10:47:25 -07:00
20cfcdec99 [Core][Optimization] change python dict to pytorch tensor for blocks to swap (#4659) 2024-05-08 12:07:05 -07:00
63575bc2e1 [Core][Optimization] change python dict to pytorch tensor (#4607) 2024-05-06 21:30:27 -07:00
e7c7067b45 [Misc] [Core] Implement RFC "Augment BaseExecutor interfaces to enable hardware-agnostic speculative decoding" (#3837) 2024-04-09 11:44:15 -07:00
01bfb22b41 [CI] Try introducing isort. (#3495) 2024-03-25 07:59:47 -07:00
925f3332ca [Core] Refactor Attention Take 2 (#3462) 2024-03-25 04:39:33 +00:00
e90fc21f2e [Hardware][Neuron] Refactor neuron support (#3471) 2024-03-22 01:22:17 +00:00
5ee14494e4 [Misc] Remove cache stream and cache events (#3461) 2024-03-20 00:38:53 -07:00
3b7178cfa4 [Neuron] Support inference with transformers-neuronx (#2569) 2024-02-28 09:34:34 -08:00
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
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
e0c6f556e8 [Build] Avoid building too many extensions (#1624) 2023-11-23 16:31:19 -08:00
9f6be8692e Fix config for Falcon (#1164) 2023-09-23 17:38:43 -07:00
d6fa1be3a8 [Quality] Add code formatter and linter (#326) 2023-07-03 11:31:55 -07:00
85de093472 [Fix] Do not pin memory when in WSL (#312) 2023-06-29 15:00:21 -07:00
0b98ba15c7 Change the name to vLLM (#150) 2023-06-17 03:07:40 -07:00