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204 Commits

Author SHA1 Message Date
Benjamin Kitor
82eb61dd4c
[misc] use tqdm.auto where appropriate (#16290) 
Signed-off-by: Benjamin Kitor <bkitor@gigaio.com>
 2025-04-09 21:54:54 -07:00
yihong
2de4118243
fix: change GB to GiB in logging close #14979 (#15807) 
Signed-off-by: yihong0618 <zouzou0208@gmail.com>
 2025-03-31 10:00:50 -07:00
Varun Sundar Rabindranath
6c663dfd5e
[misc] LoRA - Skip LoRA kernels when not required (#15152) 
Signed-off-by: Varun Sundar Rabindranath <varun@neuralmagic.com>
Co-authored-by: Varun Sundar Rabindranath <varun@neuralmagic.com>
 2025-03-26 11:33:45 +08:00
Cyrus Leung
f6137adbcb
Revert "[Bugfix] Limit profiling run sequence length by max_model_len (#14785) (#14892) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-03-16 09:13:46 -07:00
Kyle Sayers
d30aa7e9e6
[Bugfix] Limit profiling run sequence length by max_model_len (#14785) 
Signed-off-by: Kyle Sayers <kylesayrs@gmail.com>
 2025-03-16 07:44:19 -07:00
Jee Jee Li
b8b0ccbd2d
[Bugfix] Make the deviceprofiler include LoRA memory. (#14469) 
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
 2025-03-08 07:12:22 +00:00
Jun Duan
82fbeae92b
[Misc] Accurately capture the time of loading weights (#14063) 
Signed-off-by: Jun Duan <jun.duan.phd@outlook.com>
 2025-03-01 17:20:30 -08:00
Benjamin Chislett
9804145cac
[Model][Speculative Decoding] Expand DeepSeek MTP code to support k > n_predict (#13626) 
Signed-off-by: Benjamin Chislett <benjamin.chislett@centml.ai>
 2025-02-27 15:28:08 -08:00
Joe Runde
3f808cc044
[Bugfix] Do not crash V0 engine on input errors (#13101) 
Signed-off-by: Joe Runde <Joseph.Runde@ibm.com>
 2025-02-26 19:07:29 +08:00
Harry Mellor
cdc1fa12eb
Remove unused kwargs from model definitions (#13555) 2025-02-24 17:13:52 -08:00
Jun Duan
68d535ef44
[Misc] Capture and log the time of loading weights (#13666) 2025-02-21 22:06:34 -08:00
Lucia Fang
f525c0be8b
[Model][Speculative Decoding] DeepSeek MTP spec decode (#12755) 
Signed-off-by: Lu Fang <fanglu@fb.com>
Co-authored-by: LiuXiaoxuanPKU <lilyliupku@gmail.com>
 2025-02-19 17:06:23 +08:00
Zhe Zhang
fdc5df6f54
use device param in load_model method (#13037) 2025-02-19 16:05:02 +08:00
shangmingc
913df14da3
[Bugfix] Remove unused seq_group_metadata_list from ModelInputForGPU (#12935) 
Signed-off-by: Shangming Cai <caishangming@linux.alibaba.com>
 2025-02-08 14:46:19 +00:00
Roger Wang
bf3b79efb8
[VLM] Qwen2.5-VL 2025-02-05 13:31:38 -08:00
Cody Yu
cf58b9c4ca
[MISC] Remove model input dumping when exception (#12582) 
Signed-off-by: Cody Yu <hao.yu.cody@gmail.com>
 2025-02-03 13:34:16 -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
fade_away
cb3e73e4c8
[BugFix] fix wrong output when using lora and num_scheduler_steps=8 (#11161) 
FIX issue https://github.com/vllm-project/vllm/issues/9688
https://github.com/vllm-project/vllm/issues/11086 #12487

---------

Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
Co-authored-by: weilong.yu <weilong.yu@shopee.com>
Co-authored-by: Jee Jee Li <pandaleefree@gmail.com>
 2025-02-01 12:52:07 +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
youkaichao
6dd94dbe94
[perf] fix perf regression from #12253 (#12380) 
Signed-off-by: youkaichao <youkaichao@gmail.com>
 2025-01-24 11:34:27 +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
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
youkaichao
66818e5b63
[core] separate builder init and builder prepare for each batch (#12253) 
Signed-off-by: youkaichao <youkaichao@gmail.com>
 2025-01-22 14:13:52 +08:00
Cyrus Leung
59a0192fb9
[Core] Interface for accessing model from VllmRunner (#10353) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-01-20 15:00:59 +08:00
Elfie Guo
0794e7446e
[Misc] Add multipstep chunked-prefill support for FlashInfer (#10467) 2025-01-15 12:47:49 +08:00
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
Yan Burman
300acb8347
[Core][Bugfix] Use correct device to initialize GPU data during CUDA-graph-capture (#11233) 
Signed-off-by: Yan Burman <yanburman@users.noreply.github.com>
Signed-off-by: Ido Asraff <idoa@atero.ai>
 2025-01-04 14:50:16 +08:00
bjmsong
187e32997c
[Bugfix] Change kv scaling factor by param json on nvidia gpu (#11688) 
Signed-off-by: bjmsong <bjmsong@126.com>
Co-authored-by: bjmsong <bjmsong@126.com>
 2025-01-02 21:11:39 +00:00
Michael Goin
b880ffb87e
[Misc] Add tqdm progress bar during graph capture (#11349) 
Signed-off-by: mgoin <michael@neuralmagic.com>
 2024-12-20 04:35:18 +00:00
youkaichao
be39e3cd18
[core] clean up cudagraph batchsize padding logic (#10996) 
Signed-off-by: youkaichao <youkaichao@gmail.com>
 2024-12-13 06:57:50 +00:00
youkaichao
91642db952
[torch.compile] use depyf to dump torch.compile internals (#10972) 
Signed-off-by: youkaichao <youkaichao@gmail.com>
 2024-12-11 10:43:05 -08:00
Aurick Qiao
d5c5154fcf
[Misc] LoRA + Chunked Prefill (#9057) 2024-12-11 10:09:20 +08:00
youkaichao
dcdc3fafe5
[ci] fix broken tests (#10956) 
Signed-off-by: youkaichao <youkaichao@gmail.com>
 2024-12-06 11:25:47 -08:00
youkaichao
dc5ce861bf
[torch.compile] remove compilation_context and simplify code (#10838) 
Signed-off-by: youkaichao <youkaichao@gmail.com>
 2024-12-03 06:19:02 +00:00
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
Maximilien de Bayser
214efc2c3c
Support Cross encoder models (#10400) 
Signed-off-by: Max de Bayser <maxdebayser@gmail.com>
Signed-off-by: Max de Bayser <mbayser@br.ibm.com>
Signed-off-by: Flavia Beo <flavia.beo@ibm.com>
Co-authored-by: Flavia Beo <flavia.beo@ibm.com>
 2024-11-24 18:56:20 -08:00
youkaichao
eebad39f26
[torch.compile] support all attention backends (#10558) 
Signed-off-by: youkaichao <youkaichao@gmail.com>
 2024-11-22 14:04:42 -08:00
youkaichao
7851b45196
[5/N][torch.compile] torch.jit.script --> torch.compile (#10406) 
Signed-off-by: youkaichao <youkaichao@gmail.com>
 2024-11-18 23:20:06 +08:00
youkaichao
51bb12d17b
[4/N][torch.compile] clean up set_torch_compile_backend (#10401) 
Signed-off-by: youkaichao <youkaichao@gmail.com>
 2024-11-17 23:57:20 -08:00
youkaichao
4fd9375028
[2/N][torch.compile] make compilation cfg part of vllm cfg (#10383) 
Signed-off-by: youkaichao <youkaichao@gmail.com>
 2024-11-16 18:02:14 -08:00
电脑星人
361c29e174
[Bugfix] Fix M-RoPE position calculation when chunked prefill is enabled (#10388) 
Signed-off-by: imkero <kerorek@outlook.com>
 2024-11-17 02:10:00 +08:00
Cyrus Leung
0b8bb86bf1
[1/N] Initial prototype for multi-modal processor (#10044) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2024-11-13 12:39:03 +00:00
zifeitong
47db6ec831
[Frontend] Add per-request number of cached token stats (#10174) 2024-11-12 16:42:28 +00:00
Cyrus Leung
e0191a95d8
[0/N] Rename MultiModalInputs to MultiModalKwargs (#10040) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2024-11-09 11:31:02 +08:00
Cyrus Leung
db7db4aab9
[Misc] Consolidate ModelConfig code related to HF config (#10104) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2024-11-07 06:00:21 +00:00
Wallas Henrique
966e31697b
[Bugfix] Fix pickle of input when async output processing is on (#9931) 
Signed-off-by: Wallas Santos <wallashss@ibm.com>
 2024-11-06 00:39:26 +00:00
Chenghao (Alan) Yang
09d3550372
[Misc] Add logging for CUDA memory (#10027) 
Signed-off-by: Chenghao Yang <yangalan1996@gmail.com>
Signed-off-by: youkaichao <youkaichao@gmail.com>
Co-authored-by: Chenghao Yang <yangalan1996@gmail.com>
Co-authored-by: youkaichao <youkaichao@gmail.com>
 2024-11-05 09:50:50 -08:00
youkaichao
cea808f325
[3/N] model runner pass the whole config to model (#9958) 
Signed-off-by: youkaichao <youkaichao@gmail.com>
 2024-11-02 12:08:49 -07:00
youkaichao
e893795443
[2/N] executor pass the complete config to worker/modelrunner (#9938) 
Signed-off-by: youkaichao <youkaichao@gmail.com>
Co-authored-by: Nick Hill <nhill@redhat.com>
 2024-11-02 07:35:05 -07:00
Peter Salas
6c0b7f548d
[Core][VLM] Add precise multi-modal placeholder tracking (#8346) 
Signed-off-by: Peter Salas <peter@fixie.ai>
 2024-11-01 16:21:10 -07:00