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401 Commits

Author SHA1 Message Date
shangmingc
46cdd59577 [Feature][Spec Decode] Simplify the use of Eagle Spec Decode (#12304) 
Signed-off-by: Shangming Cai <caishangming@linux.alibaba.com>
 2025-02-16 19:32:26 -08:00
Joe Runde
3bcb8c75da [Core] Reduce TTFT with concurrent partial prefills (#10235) 
Signed-off-by: Joe Runde <Joseph.Runde@ibm.com>
Signed-off-by: Prashant Gupta <prashantgupta@us.ibm.com>
Co-authored-by: Prashant Gupta <prashantgupta@us.ibm.com>
Co-authored-by: Cody Yu <hao.yu.cody@gmail.com>
 2025-02-14 15:36:07 -08:00
Michael Goin
f0b2da72a8 Expand MLA to support most types of quantization (#13181) 2025-02-13 22:19:22 -08:00
Nicolò Lucchesi
d84cef76eb [Frontend] Add /v1/audio/transcriptions OpenAI API endpoint (#12909) 2025-02-13 07:23:45 -08:00
Keyun Tong
3ee696a63d [RFC][vllm-API] Support tokenizer registry for customized tokenizer in vLLM (#12518) 
Signed-off-by: Keyun Tong <tongkeyun@gmail.com>
 2025-02-12 12:25:58 +08:00
wangxiyuan
2e3b969ec0 [Platform] add pre_register_and_update function (#12432) 
Signed-off-by: wangxiyuan <wangxiyuan1007@gmail.com>
 2025-02-11 22:06:46 +08:00
youkaichao
91dd8f7aa6 [bugfix] respect distributed_executor_backend in world_size=1 (#12934) 
Signed-off-by: youkaichao <youkaichao@gmail.com>
 2025-02-08 16:17:08 +08:00
youkaichao
09b95e36ab [torch.compile] PyTorch 2.6 and nightly compatibility (#12393) 
Signed-off-by: youkaichao <youkaichao@gmail.com>
 2025-02-07 01:09:07 +08:00
Michael Goin
449d1bce02 [Misc] Remove duplicated DeepSeek V2/V3 model definition (#12793) 2025-02-05 23:16:20 -08:00
Kyle Sayers
4896d0c2dd [Quant] Fix use_mla TypeError and support loading pure-sparsity Compressed Tensors configs (#12711) 2025-02-03 23:27:11 -08:00
Kyle Sayers
6dd5e52823 Squelch MLA warning for Compressed-Tensors Models (#12704) 
Signed-off-by: Kyle Sayers <kylesayrs@gmail.com>
 2025-02-03 13:29:56 -08:00
Arthur
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
Simon Mo
4f4d427ac2 Disable chunked prefill and/or prefix caching when MLA is enabled (#12642)
Some checks failed
Create Release / Create Release (push) Has been cancelled
Details 
From @mgoin in https://github.com/vllm-project/vllm/pull/12638

I cannot push to that branch, therefore a new PR to unblock release.

---------

Signed-off-by: mgoin <michael@neuralmagic.com>
Signed-off-by: simon-mo <simon.mo@hey.com>
Co-authored-by: mgoin <michael@neuralmagic.com>
 2025-01-31 23:46:57 -08:00
Lucas Wilkinson
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
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
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
Harry Mellor
823ab79633 Update pre-commit hooks (#12475) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-01-27 17:23:08 -07:00
Nicolò Lucchesi
6116ca8cd7 [Feature] [Spec decode]: Enable MLPSpeculator/Medusa and prompt_logprobs with ChunkedPrefill (#10132) 
Signed-off-by: NickLucche <nlucches@redhat.com>
Signed-off-by: wallashss <wallashss@ibm.com>
Co-authored-by: wallashss <wallashss@ibm.com>
 2025-01-27 13:38:35 -08:00
Bowen Wang
2bc3fbba0c [FlashInfer] Upgrade to 0.2.0 (#11194) 
Signed-off-by: Bowen Wang <abmfy@icloud.com>
Signed-off-by: youkaichao <youkaichao@gmail.com>
Co-authored-by: youkaichao <youkaichao@gmail.com>
 2025-01-27 18:19:24 +00:00
Matthew Hendrey
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
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
youkaichao
6e650f56a1 [torch.compile] decouple compile sizes and cudagraph sizes (#12243) 
Signed-off-by: youkaichao <youkaichao@gmail.com>
 2025-01-24 02:01:30 +08:00
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
c81081fece [torch.compile] transparent compilation with more logging (#12246) 
Signed-off-by: youkaichao <youkaichao@gmail.com>
 2025-01-21 19:32:55 +08:00
Jinzhen Lin
750f4cabfa [Kernel] optimize moe_align_block_size for cuda graph and large num_experts (e.g. DeepSeek-V3) (#12222) 
Signed-off-by: Jinzhen Lin <linjinzhen@hotmail.com>
Co-authored-by: Michael Goin <mgoin@redhat.com>
Co-authored-by: Tyler Michael Smith <tyler@neuralmagic.com>
 2025-01-20 16:42:16 -08:00
youkaichao
e66faf4809 [torch.compile] store inductor compiled Python file (#12182) 
Signed-off-by: youkaichao <youkaichao@gmail.com>
 2025-01-19 16:27:26 +08:00
Chen Zhang
d1adb9b403 [BugFix] add more is not None check in VllmConfig.__post_init__ (#12138) 
Signed-off-by: Chen Zhang <zhangch99@outlook.com>
 2025-01-17 05:33:22 +00:00
Chen Zhang
d06e824006 [Bugfix] Set enforce_eager automatically for mllama (#12127) 
Signed-off-by: Chen Zhang <zhangch99@outlook.com>
 2025-01-16 15:30:08 -05:00
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
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
Roger Wang
70755e819e [V1][Core] Autotune encoder cache budget (#11895) 
Signed-off-by: Roger Wang <ywang@roblox.com>
 2025-01-15 11:29:00 -08:00
Joe Runde
edce722eaa [Bugfix] use right truncation for non-generative tasks (#12050) 
Signed-off-by: Joe Runde <Joseph.Runde@ibm.com>
 2025-01-16 00:31:01 +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
youkaichao
ad34c0df0f [core] platform agnostic executor via collective_rpc (#11256) 
Signed-off-by: youkaichao <youkaichao@gmail.com>
 2025-01-15 13:45:21 +08:00
Cyrus Leung
12664ddda5 [Doc] [1/N] Initial guide for merged multi-modal processor (#11925) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-01-10 14:30:25 +00:00
Chen Zhang
cf5f000d21 [torch.compile] Hide KV cache behind torch.compile boundary (#11677) 
Signed-off-by: Chen Zhang <zhangch99@outlook.com>
 2025-01-10 13:14:42 +08:00
Cyrus Leung
d848800e88 [Misc] Move print_*_once from utils to logger (#11298) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
Signed-off-by: Maxime Fournioux <55544262+mfournioux@users.noreply.github.com>
Co-authored-by: Maxime Fournioux <55544262+mfournioux@users.noreply.github.com>
 2025-01-09 12:48:12 +08:00
youkaichao
f12141170a [torch.compile] consider relevant code in compilation cache (#11614) 
Signed-off-by: youkaichao <youkaichao@gmail.com>
 2025-01-08 10:46:43 +00:00
Wallas Henrique
cfd3219f58 [Hardware][Apple] Native support for macOS Apple Silicon (#11696) 
Signed-off-by: Wallas Santos <wallashss@ibm.com>
Co-authored-by: Michael Goin <michael@neuralmagic.com>
 2025-01-08 16:35:49 +08:00
Cyrus Leung
ef68eb28d8 [Bug] Fix pickling of ModelConfig when RunAI Model Streamer is used (#11825) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-01-08 13:40:09 +08:00
Jee Jee Li
f645eb6954 [Bugfix] Add checks for LoRA and CPU offload (#11810) 
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
 2025-01-08 13:08:48 +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
Cody Yu
408e560015 [Bugfix] Remove block size constraint (#11723) 2025-01-06 12:49:55 +08:00
Aurick Qiao
e1a5c2f0a1 [Model] Whisper model implementation (#11280) 
Co-authored-by: Aurick Qiao <aurick.qiao@snowflake.com>
 2025-01-03 16:39:19 +08:00
youkaichao
b12e87f942 [platforms] enable platform plugins (#11602) 
Signed-off-by: youkaichao <youkaichao@gmail.com>
 2024-12-30 20:24:45 +08:00
youkaichao
3682e33f9f [v1] fix compilation cache (#11598) 
Signed-off-by: youkaichao <youkaichao@gmail.com>
 2024-12-30 04:24:12 +00:00
Kuntai Du
faef77c0d6 [Misc] KV cache transfer connector registry (#11481) 
Signed-off-by: KuntaiDu <kuntai@uchicago.edu>
 2024-12-29 16:08:09 +00:00