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57 Commits
Author SHA1 Message Date
Matthew Bonanni a608b4c6c2 [5/N][Attention] Finish eliminating vllm/attention folder (#32064) 
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
 2026-01-27 10:02:51 -05:00
Cyrus Leung dcd80206b7 [Chore] Update type annotation of input_ids in model forward (#33063) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2026-01-26 06:02:10 -08:00
Matthew Bonanni 430dd4d9eb [Attention] Remove imports from vllm/attention/__init__.py (#29342) 
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
 2025-11-26 10:53:15 -07:00
Harry Mellor 97d1c99302 Rename clashing method names for vLLM model protocol (#27583) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-11-12 19:14:33 -08:00
Mengqing Cao 1958bda9b4 [Misc][Model][Refactor] Pass the prefix into Linear layers (#28259) 
Signed-off-by: MengqingCao <cmq0113@163.com>
 2025-11-07 19:38:38 +08:00
Harry Mellor 8fcaaf6a16 Update Optional[x] -> x | None and Union[x, y] to x | y (#26633) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-10-12 09:51:31 -07:00
Harry Mellor d6953beb91 Convert formatting to use ruff instead of yapf + isort (#26247) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-10-05 07:06:22 -07:00
Woosuk Kwon 1c3ffdbecc [V0 Deprecation] Remove V0 sampling metadata (#25345) 
Signed-off-by: Woosuk Kwon <woosuk@thinkingmachines.ai>
 2025-09-21 10:37:11 -07:00
Lukas Geiger de533ab2a1 [Models] Improve iteration over layers (#19497) 
Signed-off-by: Lukas Geiger <lukas.geiger94@gmail.com>
 2025-08-29 09:26:34 +08:00
Cyrus Leung 004203e953 [CI/Build] Fix registry tests (#21934) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-07-30 09:10:41 -07:00
Cyrus Leung 2ca5f82c2a [Misc] Remove redundant config definitions (#21891) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-07-29 23:54:18 -07:00
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
Harry Mellor 26d0419309 Update deprecated type hinting in models (#18132) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-05-14 22:06:50 -07:00
Woosuk Kwon b411418ff0 [Chore] Remove Sampler from Model Code (#17084) 
Signed-off-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
 2025-04-24 02:49:33 -07:00
Jonghyun Choe bf7e3c51ae [Model] use AutoWeightsLoader for baichuan, gpt-neox, mpt (#15939) 
Signed-off-by: Jonghyun Choe <andy.choe729@gmail.com>
 2025-04-04 09:38:52 -07:00
Harry Mellor cdc1fa12eb Remove unused kwargs from model definitions (#13555) 2025-02-24 17:13:52 -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
youkaichao eebad39f26 [torch.compile] support all attention backends (#10558) 
Signed-off-by: youkaichao <youkaichao@gmail.com>
 2024-11-22 14:04:42 -08:00
Isotr0py c4e464333e [Misc] Add uninitialized params tracking for AutoWeightsLoader (#10327) 
Signed-off-by: Isotr0py <2037008807@qq.com>
 2024-11-18 09:07:46 +08:00
Roger Wang 643ecf7b11 [V1] Refactor model executable interface for all text-only language models (#10374) 
Signed-off-by: Roger Wang <ywang@roblox.com>
 2024-11-17 05:18:46 +00:00
youkaichao f89d18ff74 [6/N] pass whole config to inner model (#10205) 
Signed-off-by: youkaichao <youkaichao@gmail.com>
 2024-11-11 06:41:46 +00:00
youkaichao 1a95f10ee7 [5/N] pass the whole config to model (#9983) 
Signed-off-by: youkaichao <youkaichao@gmail.com>
 2024-11-09 14:17:28 +08:00
Joe Runde d58268c56a [V1] Make v1 more testable (#9888) 
Signed-off-by: Joe Runde <Joseph.Runde@ibm.com>
 2024-11-06 11:57:35 -08:00
Michael Goin 399c798608 Remove ScaledActivation for AWQ (#10057) 
Signed-off-by: mgoin <michael@neuralmagic.com>
 2024-11-06 14:27:06 +00:00
Aaron Pham 21063c11c7 [CI/Build] drop support for Python 3.8 EOL (#8464) 
Signed-off-by: Aaron Pham <contact@aarnphm.xyz>
 2024-11-06 07:11:55 +00:00
Yongzaoandyoukaichao 8a02cd045a [torch.compile] Adding torch compile annotations to some models (#9639) 
Signed-off-by: youkaichao <youkaichao@gmail.com>
Co-authored-by: youkaichao <youkaichao@gmail.com>
 2024-10-24 00:54:57 -07:00
Murali AndoorveeduandDarkLight1337 0f6d7a9a34 [Models] Add remaining model PP support (#7168) 
Signed-off-by: Muralidhar Andoorveedu <muralidhar.andoorveedu@centml.ai>
Signed-off-by: Murali Andoorveedu <muralidhar.andoorveedu@centml.ai>
Co-authored-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2024-10-04 10:56:58 +08:00
afeldman-nm 428dd1445e [Core] Logprobs support in Multi-step (#7652) 2024-08-29 19:19:08 -07:00
Cyrus Leung 7025b11d94 [Bugfix] Fix weight loading for Chameleon when TP>1 (#7410) 2024-08-13 05:33:41 +00:00
Qubitium-ModelCloudRobert ShawZX
 		ee93f4f92a [CORE] Quantized lm-head Framework (#4442) 
Co-authored-by: Robert Shaw <rshaw@neuralmagic.com>
Co-authored-by: ZX <zx@lbx.dev>
 2024-07-02 22:25:17 +00:00
Murali Andoorveedu c5832d2ae9 [Core] Pipeline Parallel Support (#4412) 
Signed-off-by: Muralidhar Andoorveedu <muralidhar.andoorveedu@centml.ai>
 2024-07-02 10:58:08 -07:00
Cody Yu a3a73ab069 [Misc] Load FP8 kv-cache scaling factors from checkpoints (#4893) 
The 2nd PR for #4532.

This PR supports loading FP8 kv-cache scaling factors from a FP8 checkpoint (with .kv_scale parameter).
 2024-05-22 13:28:20 -07:00
Woosuk Kwon 0fca3cdcf2 [Misc] Enhance attention selector (#4751) 2024-05-13 10:47:25 -07:00
Robert Shaw 4ea1f9678d [BugFix] Resolved Issues For LinearMethod --> QuantConfig (#4418) 2024-04-27 18:35:33 +00:00
Cody Yu a62aaf1df5 [Misc][Refactor] Generalize linear_method to be quant_method (#4373) 2024-04-26 16:41:14 -04:00
Antoni Baum 69e1d2fb69 [Core] Refactor model loading code (#4097) 2024-04-16 11:34:39 -07:00
youkaichao 63e7176f26 [Core][Refactor] move parallel_utils into vllm/distributed (#3950) 
[WIP][Core][Refactor] move vllm/model_executor/parallel_utils into vllm/distributed and vllm/device_communicators (#3950)
 2024-04-10 15:33:30 -07:00
Woosuk Kwon 925f3332ca [Core] Refactor Attention Take 2 (#3462) 2024-03-25 04:39:33 +00:00
Roy f1c0fc3919 Migrate logits computation and gather to model_runner (#3233) 2024-03-20 23:25:01 +00:00
Woosuk Kwon 2daf23ab0c Separate attention backends (#3005) 2024-03-07 01:45:50 -08:00
Zhuohan Li fd4ea8ef5c Use NCCL instead of ray for control-plane communication to remove serialization overhead (#2221) 2024-01-03 11:30:22 -08:00
Woosuk KwonChen ShenAntoni Baum
 		37ca558103 Optimize model execution with CUDA graph (#1926) 
Co-authored-by: Chen Shen <scv119@gmail.com>
Co-authored-by: Antoni Baum <antoni.baum@protonmail.com>
 2023-12-16 21:12:08 -08:00
CHU Tianxiang 0fbfc4b81b Add GPTQ support (#916) 2023-12-15 03:04:22 -08:00
Megha AgarwalandWoosuk Kwon 6428f1d051 Support MPT with GQA (#1938) 
Co-authored-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
 2023-12-12 10:16:05 -08:00
Woosuk Kwon 27feead2f8 Refactor Worker & InputMetadata (#1843) 2023-11-29 22:16:37 -08:00
Woosuk Kwon a9e4574261 Refactor Attention (#1840) 2023-11-29 15:37:31 -08:00
Simon Mo 5ffc0d13a2 Migrate linter from pylint to ruff (#1665) 2023-11-20 11:58:01 -08:00
Woosuk Kwon 8d17774f92 Add AWQ support for all models (#1714) 2023-11-18 17:56:47 -08:00
Megha Agarwal b514d3c496 Revert MptConfig to MPTConfig (#1668) 2023-11-16 01:19:39 -08:00
Zhuohan Li 7076fa1c9f TP/quantization/weight loading refactor part 2 - Refactor quantized linear logic and extend quantization support to all models (#1622) 
Refactor the tensor parallelism, quantization, and weight-loading codes.

Summary of the new features enabled by this PR:
- **All models** are able to be quantized with AWQ and SqueezeLLM, and [soon GPTQ](https://github.com/vllm-project/vllm/pull/1580).
- Model loading code became much simpler.
- Support model parallelism for all MQA/GQA models when the number of key/value heads is smaller than the tensor parallel size.
 2023-11-15 22:50:41 -08:00