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228 Commits
Author SHA1 Message Date
ArthurIsotr0pyHarry MellorIsotr0pyCyrus LeungMichael GoinIsotr0py
 		a1a2aaadb9 [Model]: Add transformers backend support (#11330) 
# Adds support for `transformers` as a backend

Following https://github.com/huggingface/transformers/pull/35235, a
bunch of models should already be supported, we are ramping up support
for more models.

Thanks @Isotr0py for the TP support, and @hmellor for his help as well!
This includes: 
- `trust_remote_code=True` support: any model on the hub, if it
implements attention the correct way can be natively supported!!
- tensor parallel support

---------

Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Signed-off-by: Isotr0py <2037008807@qq.com>
Co-authored-by: Isotr0py <41363108+Isotr0py@users.noreply.github.com>
Co-authored-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Co-authored-by: Isotr0py <2037008807@qq.com>
Co-authored-by: Cyrus Leung <cyrus.tl.leung@gmail.com>
Co-authored-by: Michael Goin <mgoin64@gmail.com>
Co-authored-by: Isotr0py <mozf@mail2.sysu.edu.cn>
 2025-02-03 21:30:38 +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
Lucas WilkinsonWoosuk Kwonsimon-moMichael GoinZhuohan LiTyler Michael SmithAlexander Matveevsimon-mo
 		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
Yanyi Liu ff7424f491 [Frontend] Support override generation config in args (#12409) 
Signed-off-by: liuyanyi <wolfsonliu@163.com>
 2025-01-29 01:41:01 -08:00
Matthew HendreyshangmingcyoukaichaoHarry MellorYuan TangIsotr0pyCyrus LeungChen Zhangwangxiyuan
 		9ddc35220b [Frontend] generation_config.json for maximum tokens(#12242) 
Signed-off-by: Matthew Hendrey <matthew.hendrey@gmail.com>
Signed-off-by: Shangming Cai <caishangming@linux.alibaba.com>
Signed-off-by: youkaichao <youkaichao@gmail.com>
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Signed-off-by: Yuan Tang <terrytangyuan@gmail.com>
Signed-off-by: Isotr0py <2037008807@qq.com>
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
Signed-off-by: Chen Zhang <zhangch99@outlook.com>
Signed-off-by: wangxiyuan <wangxiyuan1007@gmail.com>
Co-authored-by: shangmingc <caishangming@linux.alibaba.com>
Co-authored-by: youkaichao <youkaichao@gmail.com>
Co-authored-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Co-authored-by: Yuan Tang <terrytangyuan@gmail.com>
Co-authored-by: Isotr0py <mozf@mail2.sysu.edu.cn>
Co-authored-by: Cyrus Leung <tlleungac@connect.ust.hk>
Co-authored-by: Chen Zhang <zhangch99@outlook.com>
Co-authored-by: wangxiyuan <wangxiyuan1007@gmail.com>
 2025-01-26 19:59:25 +08:00
Cyrus Leung df5dafaa5b [Misc] Remove deprecated code (#12383) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-01-24 14:45:20 -05:00
Woosuk Kwon 0e74d797ce [V1] Increase default batch size for H100/H200 (#12369) 
Signed-off-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
 2025-01-24 03:19:55 +00:00
Gregory ShtrasbergandMicah Williamson 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
Konrad Zawora 96f6a7596f [Bugfix] Fix HPU multiprocessing executor (#12167) 
Signed-off-by: Konrad Zawora <kzawora@habana.ai>
 2025-01-23 02:07:07 +08:00
youkaichao 68ad4e3a8d [Core] Support fully transparent sleep mode (#11743) 
Signed-off-by: youkaichao <youkaichao@gmail.com>
 2025-01-22 14:39:32 +08:00
youkaichao bf53e0c70b Support torchrun and SPMD-style offline inference (#12071) 
Signed-off-by: youkaichao <youkaichao@gmail.com>
 2025-01-16 19:58:53 +08:00
maang-h 57e729e874 [Doc]: Update OpenAI-Compatible Server documents (#12082) 2025-01-15 16:07:45 +00:00
maang-h 87054a57ab [Doc]: Update the Json Example of the Engine Arguments document (#12045) 2025-01-14 17:03:04 +00:00
Jie Fu (傅杰) a4e2b26856 [Bugfix] Significant performance drop on CPUs with --num-scheduler-steps > 1 (#11794) 2025-01-07 16:15:50 -08:00
Cyrus Leung ee77fdb5de [Doc][2/N] Reorganize Models and Usage sections (#11755) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-01-06 21:40:31 +08:00
youkaichao b12e87f942 [platforms] enable platform plugins (#11602) 
Signed-off-by: youkaichao <youkaichao@gmail.com>
 2024-12-30 20:24:45 +08:00
Rafael Vasquez 32aa2059ad [Docs] Convert rST to MyST (Markdown) (#11145) 
Signed-off-by: Rafael Vasquez <rafvasq21@gmail.com>
 2024-12-23 22:35:38 +00:00
yansh97 94d545a1a1 [Doc] Fix typo in the help message of '--guided-decoding-backend' (#11440) 2024-12-23 20:20:44 +00:00
omer-dayan 995f56236b [Core] Loading model from S3 using RunAI Model Streamer as optional loader (#10192) 
Signed-off-by: OmerD <omer@run.ai>
 2024-12-20 16:46:24 +00:00
Yanyi LiuandCyrus Leung 5aef49806d [Feature] Add load generation config from model (#11164) 
Signed-off-by: liuyanyi <wolfsonliu@163.com>
Signed-off-by: Yanyi Liu <wolfsonliu@163.com>
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
Co-authored-by: Cyrus Leung <tlleungac@connect.ust.hk>
 2024-12-19 10:50:38 +00:00
Alexander Matveev fdea8ec167 [V1] VLM - enable processor cache by default (#11305) 
Signed-off-by: Alexander Matveev <alexm@neuralmagic.com>
 2024-12-18 18:54:46 -05:00
Konrad Zawora 866fa4550d [Bugfix] Restore support for larger block sizes (#11259) 
Signed-off-by: Konrad Zawora <kzawora@habana.ai>
 2024-12-17 16:39:07 -08:00
Cody Yu bf8717ebae [V1] Prefix caching for vision language models (#11187) 
Signed-off-by: Cody Yu <hao.yu.cody@gmail.com>
 2024-12-17 16:37:59 -08:00
wangxiyuan e88db68cf5 [Platform] platform agnostic for EngineArgs initialization (#11225) 
Signed-off-by: wangxiyuan <wangxiyuan1007@gmail.com>
 2024-12-16 22:11:06 -08:00
youkaichao 551603feff [core] overhaul memory profiling and fix backward compatibility (#10511) 
Signed-off-by: youkaichao <youkaichao@gmail.com>
 2024-12-16 13:32:25 -08:00
chenqianfzh 69ba344de8 [Bugfix] Fix block size validation (#10938) 2024-12-15 16:38:40 -08:00
Brad Hilton 9c3dadd1c9 [Frontend] Add logits_processors as an extra completion argument (#11150) 
Signed-off-by: Brad Hilton <brad.hilton.nw@gmail.com>
 2024-12-14 16:46:42 +00:00
Gregory Shtrasberg 00c1bde5d8 [ROCm][AMD] Disable auto enabling chunked prefill on ROCm (#11146) 
Signed-off-by: Gregory Shtrasberg <Gregory.Shtrasberg@amd.com>
 2024-12-13 05:31:26 +00:00
Alexander MatveevMichael GoinRoger Wang
 		4e11683368 [V1] VLM preprocessor hashing (#11020) 
Signed-off-by: Roger Wang <ywang@roblox.com>
Signed-off-by: Alexander Matveev <alexm@neuralmagic.com>
Co-authored-by: Michael Goin <michael@neuralmagic.com>
Co-authored-by: Roger Wang <ywang@roblox.com>
 2024-12-12 00:55:30 +00:00
Cyrus Leung cad5c0a6ed [Doc] Update docs to refer to pooling models (#11093) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2024-12-11 13:36:27 +00:00
Cyrus Leung 8f10d5e393 [Misc] Split up pooling tasks (#10820) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2024-12-11 01:28:00 -08:00
Woosuk Kwon 134810b3d9 [V1][Bugfix] Always set enable_chunked_prefill = True for V1 (#11061) 
Signed-off-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
 2024-12-10 14:41:23 -08:00
Roger Wang a11f326528 [V1] Initial support of multimodal models for V1 re-arch (#10699) 
Signed-off-by: Roger Wang <ywang@roblox.com>
 2024-12-08 12:50:51 +00:00
youkaichao fd57d2b534 [torch.compile] allow candidate compile sizes (#10984) 
Signed-off-by: youkaichao <youkaichao@gmail.com>
 2024-12-08 11:05:21 +00:00
Russell Bryant 69d357ba12 [Core] Cleanup startup logging a bit (#10961) 
Signed-off-by: Russell Bryant <rbryant@redhat.com>
 2024-12-07 02:30:23 +00:00
Cyrus Leung aa39a8e175 [Doc] Create a new "Usage" section (#10827) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2024-12-05 11:19:35 +08:00
Aaron Phamandmgoin 9323a3153b [Core][Performance] Add XGrammar support for guided decoding and set it as default (#10785) 
Signed-off-by: Aaron Pham <contact@aarnphm.xyz>
Signed-off-by: mgoin <michael@neuralmagic.com>
Co-authored-by: mgoin <michael@neuralmagic.com>
 2024-12-03 15:17:00 +08:00
Kuntai Du 0590ec3fd9 [Core] Implement disagg prefill by StatelessProcessGroup (#10502) 
This PR provides initial support for single-node disaggregated prefill in 1P1D scenario.
Signed-off-by: KuntaiDu <kuntai@uchicago.edu>
Co-authored-by: ApostaC <yihua98@uchicago.edu>
Co-authored-by: YaoJiayi <120040070@link.cuhk.edu.cn>
 2024-12-01 19:01:00 -06:00
Ricky Xu d9b4b3f069 [Bug][CLI] Allow users to disable prefix caching explicitly (#10724) 
Signed-off-by: rickyx <rickyx@anyscale.com>
 2024-11-27 23:59:28 -08:00
Michael Goin 9a99273b48 [Bugfix] Fix using -O[0,3] with LLM entrypoint (#10677) 
Signed-off-by: mgoin <michael@neuralmagic.com>
 2024-11-26 10:44:01 -08:00
Ricky Xu 519e8e4182 [v1] EngineArgs for better config handling for v1 (#10382) 
Signed-off-by: rickyx <rickyx@anyscale.com>
 2024-11-25 21:09:43 -08:00
Wallas HenriqueandMichael Goin c27df94e1f [Bugfix] Fix chunked prefill with model dtype float32 on Turing Devices (#9850) 
Signed-off-by: Wallas Santos <wallashss@ibm.com>
Co-authored-by: Michael Goin <michael@neuralmagic.com>
 2024-11-25 12:23:32 -05:00
youkaichao 25d806e953 [misc] add torch.compile compatibility check (#10618) 
Signed-off-by: youkaichao <youkaichao@gmail.com>
 2024-11-24 23:40:08 -08:00
youkaichaoandNick Hill 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
youkaichao 7560ae5caf [8/N] enable cli flag without a space (#10529) 
Signed-off-by: youkaichao <youkaichao@gmail.com>
 2024-11-21 12:30:42 -08:00
Cyrus Leung b4be5a8adb [Bugfix] Enforce no chunked prefill for embedding models (#10470) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2024-11-20 05:12:51 +00:00
youkaichao 803f37eaaa [6/N] torch.compile rollout to users (#10437) 
Signed-off-by: youkaichao <youkaichao@gmail.com>
 2024-11-19 10:09:03 -08:00
Russell Bryant 5390d6664f [Doc] Add the start of an arch overview page (#10368) 2024-11-19 09:52:11 +00:00
Cyrus Leung 32e46e000f [Frontend] Automatic detection of chat content format from AST (#9919) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2024-11-16 13:35:40 +08:00
shangmingc f2056f726d [Misc] Fix some help info of arg_utils to improve readability (#10362) 2024-11-15 12:40:30 +00:00