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143 Commits
Author SHA1 Message Date
Woosuk Kwon 759ef49b15 Remove V0 Encoder-Decoder Support (#24907) 
Signed-off-by: Woosuk Kwon <woosuk@thinkingmachines.ai>
 2025-09-15 21:17:14 -07:00
Boyuan FengandHarry Mellor 94e6b2d55f Allow users to specify kv cache memory size (#21489) 
Signed-off-by: Boyuan Feng <boyuan@meta.com>
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Co-authored-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-09-11 13:41:07 +00:00
Tao HeandJee Jee Li e93f4cc9e3 Add the support for the qwen3 next model (a hybrid attention model). (#24526) 
Signed-off-by: Tao He <linzhu.ht@alibaba-inc.com>
Co-authored-by: Jee Jee Li <pandaleefree@gmail.com>
 2025-09-11 15:32:09 +08:00
yzdshongchaoyoukaichao
 		ac201a0eaf [Feature] Support Decode Context Parallel (DCP) for MLA (#23734) 
Signed-off-by: hongchao <hongchao@msh.team>
Signed-off-by: youkaichao <youkaichao@gmail.com>
Co-authored-by: hongchao <hongchao@msh.team>
Co-authored-by: youkaichao <youkaichao@gmail.com>
 2025-09-06 13:24:05 +08:00
Didier Durand 02d411fdb2 [Doc]: fix typos in Python comments (#24115) 
Signed-off-by: Didier Durand <durand.didier@gmail.com>
 2025-09-02 21:14:07 -07:00
Wentao Ye 98aee612aa [Log] Only Print Profiler Results on Rank 0 (#23370) 
Signed-off-by: yewentao256 <zhyanwentao@126.com>
 2025-09-02 18:53:34 +00:00
Maximilien de BayserandWoosuk Kwon 2554b27baa [V0 Deprecation] Remove pooling model support in V0 (#23434) 
Signed-off-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
Signed-off-by: Max de Bayser <mbayser@br.ibm.com>
Co-authored-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
 2025-08-29 00:04:02 -07:00
Ning Xie 325aa3dee9 [Misc] local import code clean (#23420) 
Signed-off-by: Andy Xie <andy.xning@gmail.com>
 2025-08-22 14:01:35 +00:00
xyxinyangandzhouchong 7cd17e22d7 [Model][V1] Support Ernie MTP (#22169) 
Signed-off-by: zhouchong <zhouchong03@baidu.com>
Co-authored-by: zhouchong <zhouchong03@baidu.com>
 2025-08-20 20:41:55 +08:00
Michael Goin 82ec66f514 [V0 Deprecation] Remove Prompt Adapters (#20588) 
Signed-off-by: mgoin <mgoin64@gmail.com>
 2025-07-23 16:36:48 -07:00
Yuxuan ZhangIsotr0pyLu Fang
 		10eb24cc91 GLM-4 Update (#20736) 
Signed-off-by: zRzRzRzRzRzRzR <2448370773@qq.com>
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
Signed-off-by: Lu Fang <fanglu@fb.com>
Co-authored-by: Isotr0py <mozf@mail2.sysu.edu.cn>
Co-authored-by: Lu Fang <fanglu@fb.com>
 2025-07-19 22:40:31 +00:00
Congcong Chen 2c11a738b3 [Model] New model support for microsoft/Phi-4-mini-flash-reasoning (#20702) 
Signed-off-by: Congcong Chen <congcongchen@microsoft.com>
 2025-07-12 06:02:10 -07:00
Yang YangandKunshang Ji 6e2c19ce22 [Refactor]Abstract Platform Interface for Distributed Backend and Add xccl Support for Intel XPU (#19410) 
Signed-off-by: dbyoung18 <yang5.yang@intel.com>
Signed-off-by: Kunshang Ji <kunshang.ji@intel.com>
Co-authored-by: Kunshang Ji <kunshang.ji@intel.com>
 2025-07-07 04:32:32 +00:00
Simon Mo 02f0c7b220 [Misc] Add SPDX-FileCopyrightText (#19100) 
Signed-off-by: simon-mo <simon.mo@hey.com>
 2025-06-03 11:20:17 -07:00
Divakar Verma 774c5fde30 [V1] fix torch profiling for V1 offline scenarios (#18445) 
Signed-off-by: Divakar Verma <divakar.verma@amd.com>
 2025-05-28 04:16:30 +00:00
youkaichao 6a7988c55b Refactor pplx init logic to make it modular (prepare for deepep) (#18200) 
Signed-off-by: youkaichao <youkaichao@gmail.com>
 2025-05-23 23:43:43 +08:00
Harry Mellor a1fe24d961 Migrate docs from Sphinx to MkDocs (#18145) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-05-23 02:09:53 -07:00
bnellnm f9c069c85e Modularize fused experts and integrate PPLX kernels (#15956) 2025-05-14 13:11:54 -07:00
bwshen-miandwangpeng66 acee8f48aa [Model] Support MiMo-7B inference with MTP (#17433) 
Signed-off-by: wp-alpha <wangpeng66@xiaomi.com>
Co-authored-by: wangpeng66 <wangpeng66@xiaomi.com>
 2025-05-12 23:25:33 +00:00
Harry Mellor d6484ef3c3 Add full API docs and improve the UX of navigating them (#17485) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-05-03 19:42:43 -07:00
Han Zhang d41faaf9df Restore buffers when wake up from level 2 sleep (#16564) (#16889) 
Signed-off-by: Han <zh950713@gmail.com>
 2025-04-21 20:18:28 +08:00
Yihua Chengrshaw@neuralmagic.com <robertgshaw2@gmail.com>Robert ShawRémi DelacourtTyler Michael Smith
 		3408e47159 [P/D][V1] KV Connector API V1 (#15960) 
Signed-off-by: ApostaC <yihua98@uchicago.edu>
Signed-off-by: rshaw@neuralmagic.com <robertgshaw2@gmail.com>
Signed-off-by: remi <remi@mistral.ai>
Co-authored-by: rshaw@neuralmagic.com <robertgshaw2@gmail.com>
Co-authored-by: Robert Shaw <114415538+robertgshaw2-redhat@users.noreply.github.com>
Co-authored-by: Rémi Delacourt <54138269+Flechman@users.noreply.github.com>
Co-authored-by: Tyler Michael Smith <tysmith@redhat.com>
 2025-04-17 13:22:40 -07:00
Eric Tang ddb94c2605 [core] Add tags parameter to wake_up() (#15500) 
Signed-off-by: Eric <erictang000@gmail.com>
 2025-04-02 01:59:27 -07:00
Yang Zheng 4b1d141f49 [PP] Correct cache size check (#13873) 
Signed-off-by: Yang Zheng <zhengy.gator@gmail.com>
 2025-02-27 17:47:29 +08:00
cjackal 51010a1807 [Misc] set single whitespace between log sentences (#13771) 
Signed-off-by: cjackal <44624812+cjackal@users.noreply.github.com>
 2025-02-25 10:26:12 +08:00
Lucia FangandLiuXiaoxuanPKU 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
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_awayweilong.yuJee Jee Li
 		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
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 68ad4e3a8d [Core] Support fully transparent sleep mode (#11743) 
Signed-off-by: youkaichao <youkaichao@gmail.com>
 2025-01-22 14:39:32 +08:00
youkaichao da02cb4b27 [core] further polish memory profiling (#12126) 
Signed-off-by: youkaichao <youkaichao@gmail.com>
 2025-01-18 12:25:08 +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
Chenguang Li c3f05b09a0 [Misc]Minor Changes about Worker (#11555) 
Signed-off-by: Chenguang Li <757486878@qq.com>
 2025-01-13 15:47:05 +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
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
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
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
Cyrus Leung d2f058e76c [Misc] Rename embedding classes to pooling (#10801) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2024-12-01 14:36:51 +08:00
Chendi.Xue 0a71900bc9 Remove hard-dependencies of Speculative decode to CUDA workers (#10587) 
Signed-off-by: Chendi Xue <chendi.xue@intel.com>
 2024-11-26 17:57:11 -08:00
youkaichao 0cd3d9717e [7/N] torch.compile, reduce compilation time (#10460) 
Signed-off-by: youkaichao <youkaichao@gmail.com>
 2024-11-20 11:20:38 -08:00
Jee Jee Li 1d65ec7eeb [Bugfix] Fix fully sharded LoRA bug (#10352) 
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
 2024-11-15 10:34:58 +00:00
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
youkaichaoandNick Hill 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
Joe Runde 380e18639f 🐛 fix torch memory profiling (#9516) 
Signed-off-by: Joe Runde <Joseph.Runde@ibm.com>
 2024-10-18 21:25:19 -04:00
Cyrus Leung 051eaf6db3 [Model] Add user-configurable task for models that support both generation and embedding (#9424) 2024-10-18 11:31:58 -07:00
Joe Runde de4008e2ab [Bugfix][Core] Use torch.cuda.memory_stats() to profile peak memory usage (#9352) 
Signed-off-by: Joe Runde <Joseph.Runde@ibm.com>
 2024-10-17 22:47:27 -04:00
Tyler Michael Smith 7342a7d7f8 [Model] Support Mamba (#6484) 2024-10-11 15:40:06 +00:00
Cyrus Leung 6ffa3f314c [CI/Build] Avoid CUDA initialization (#8534) 2024-09-18 10:38:11 +00:00
bnellnmandSage Moore 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