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60 Commits
Author SHA1 Message Date
dengyunyang 8f8f469b1b [BugFix] skip language model in Encoder (#30242) 
Signed-off-by: dengyunyang <584797741@qq.com>
 2025-12-22 05:25:59 -08:00
wang.yuqi 9e77ffca3f [Model][7/N] Improve all pooling task | Deprecation as_reward_model. Extract hidden states prefer using new multi-vector retrieval API (#26686) 
Signed-off-by: wang.yuqi <yuqi.wang@daocloud.io>
 2025-12-08 08:10:09 +00:00
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
Cyrus Leung ae66818379 [Misc] Fix pre-commit (#29238) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-11-22 06:48:01 -08:00
Nandan Vallamdasugemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>Cyrus Leung
 		6965a392a4 Fix: Resolve circular import in model_loader/utils.py (#29189) 
Signed-off-by: nandan2003 <nandan.vallamdasu@outlook.com>
Signed-off-by: Nandan Vallamdasu  <nandan.vallamdasu@outlook.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
Co-authored-by: Cyrus Leung <tlleungac@connect.ust.hk>
 2025-11-22 04:58:22 -08:00
Jerry Zhang da94c7c0eb Move online quantization to model.load_weights (#26327) 
Signed-off-by: Jerry Zhang <jerryzh168@gmail.com>
 2025-11-18 16:52:41 -08:00
Jonathan Chen ca76486a16 [Chore] Separate out vllm.utils.platform_utils.py (#27374) 
Signed-off-by: Jonathan <chenleejonathan@gmail.com>
 2025-10-23 19:08:06 +00:00
Isotr0py 6ac5e06f7c [Chore] Clean up pytorch helper functions in vllm.utils (#26908) 
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
Signed-off-by: isotr0py <2037008807@qq.com>
 2025-10-18 09:48:22 -07:00
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
Isotr0py d1ddf340c8 [V0 deprecation] Remove QKVCrossParallelLinear implementation (#26475) 
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
 2025-10-09 10:52:27 +00:00
Naveenraj KamalakannanandLuka Govedič e614ab7806 Separate MLAAttention class from Attention (#25103) 
Signed-off-by: Naveenraj Kamalakannan <therealnaveenkamal@gmail.com>
Signed-off-by: Luka Govedič <ProExpertProg@users.noreply.github.com>
Co-authored-by: Luka Govedič <ProExpertProg@users.noreply.github.com>
 2025-10-08 17:11:11 -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
Jerry Zhang c31246800c Support RL online quantization with torchao (#23014) 
Signed-off-by: Jerry Zhang <jerryzh168@gmail.com>
 2025-10-01 16:39:29 -07:00
Cyrus Leung 89fa54e6f7 [Optimization] Use a cheaper cache key in get_model_architecture (#25682) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-09-25 17:54:20 -04:00
Cyrus Leung c60e6137f0 [Optimization] Avoid repeated model architecture conversion for pooling models (#25261) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-09-20 13:30:22 +08:00
Harry Mellor aed16879a9 Move ModelConfig from config/__init__.py to config/model.py (#25252) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-09-19 16:22:33 +00:00
Maximilien de Bayser e090b7b45b Enable conversion of multimodal models to pooling tasks (#24451) 
Signed-off-by: Max de Bayser <mbayser@br.ibm.com>
 2025-09-12 03:30:41 +00:00
Jee Jee Li 8d7f39b48c [Model] Remove quantized mixtral (#24437) 
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
 2025-09-08 11:02:14 -07:00
Cyrus LeungandHarry Mellor 86ae693f20 [Deprecation][2/N] Replace --task with --runner and --convert (#21470) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Co-authored-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-07-27 19:42:40 -07:00
Harry Mellor 13abd0eaf9 [Model] Officially support Emu3 with Transformers backend (#21319) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-07-24 03:22:12 -07:00
youkaichao 2f5c14de6a add clear messages for deprecated models (#21424) 
Signed-off-by: youkaichao <youkaichao@gmail.com>
 2025-07-23 00:03:16 -07:00
Raushan TurganbayIsotr0pyIsotr0pyCyrus Leung
 		9499e26e2a [Model] Support VLMs with transformers backend (#20543) 
Signed-off-by: raushan <raushan@huggingface.co>
Signed-off-by: Isotr0py <2037008807@qq.com>
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
Co-authored-by: Isotr0py <2037008807@qq.com>
Co-authored-by: Isotr0py <mozf@mail2.sysu.edu.cn>
Co-authored-by: Cyrus Leung <cyrus.tl.leung@gmail.com>
 2025-07-20 13:25:50 +00:00
wang.yuqi ca4eb82bcb [Model] Re-add the implicit conversion feature for as_seq_cls_model (#21103) 
Signed-off-by: wang.yuqi <noooop@126.com>
 2025-07-18 07:15:07 +00:00
Jee Jee Li a99b9f7dee [Quantization] add BNB for MixtralForCausalLM (#20893) 
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
 2025-07-14 07:34:34 +00:00
wang.yuqi 6f1229f91d [Model][2/N] Automatic conversion of CrossEncoding model (#19978) 
Signed-off-by: wang.yuqi <noooop@126.com>
 2025-07-03 13:59:23 +00:00
Cyrus Leung b024a42e93 [Core] Move multimodal placeholder from chat utils to model definition (#20355) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-07-03 08:18:30 +00:00
Kyle Sayers 9025a9a705 [Quant] [Bugfix] Fix quantization config matching with hf_to_vllm_mapper (#20046) 2025-07-01 19:20:34 +09:00
youkaichao d70bc7c029 [torch.compile] reorganize the cache directory to support compiling multiple models (#19064) 
Signed-off-by: youkaichao <youkaichao@gmail.com>
 2025-06-13 15:23:25 +08:00
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
Tristan Leclercq 6220f3c6b0 [Bugfix] Fix transformers model impl ignored for mixtral quant (#18602) 
Signed-off-by: Tristan Leclercq <tristanleclercq@gmail.com>
 2025-05-23 05:54:13 -07:00
Mark McLoughlin c6b636f9fb [V1][Spec Decoding] Use model_loader.get_model() to load models (#18273) 
Signed-off-by: Mark McLoughlin <markmc@redhat.com>
 2025-05-23 02:05:44 +00:00
Harry Mellor 07ad27121f Update deprecated type hinting in model_loader (#18130) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-05-15 04:00:21 -07:00
Bowen Bao db593aa67f [Quantization] Quark MXFP4 format loading (#16943) 2025-05-07 15:05:05 -04:00
Jee Jee Li 822de7fb94 [Misc] Split model loader (#17712) 
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
 2025-05-07 12:42:26 +08:00
Harry Mellor 2c8ed8ee48 More informative error when using Transformers backend (#16988) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-04-23 19:54:03 -07:00
Harry Mellor 8e630d680e Improve Transformers backend model loading QoL (#17039) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-04-23 07:33:51 -07:00
Harry Mellor a76f547e11 Rename fallback model and refactor supported models section (#15829) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-03-31 22:49:41 -07:00
Harry Mellor d4bfc23ef0 Fix Transformers backend compatibility check (#15290) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-03-31 10:27:07 -07:00
Harry MellorIsotr0pyIsotr0py
 		cf5c8f1686 Separate base model from TransformersModel (#15467) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Signed-off-by: Isotr0py <2037008807@qq.com>
Co-authored-by: Isotr0py <2037008807@qq.com>
Co-authored-by: Isotr0py <mozf@mail2.sysu.edu.cn>
 2025-03-26 18:13:38 +08:00
ℍ𝕠𝕝𝕝𝕠𝕨 𝕄𝕒𝕟 948ab03e7e [Bugfix][V1] Avoid importing PreTrainedModel (#15366) 
Signed-off-by: Hollow Man <hollowman@opensuse.org>
 2025-03-24 10:33:12 +00:00
Robert Shawrshaw@neuralmagic.com <rshaw@neuralmagic.com>Nicolò LucchesiTyler Michael SmithMichael Goin
 		d4d93db2c5 [V1] V1 Enablement Oracle (#13726) 
Signed-off-by: rshaw@neuralmagic.com <rshaw@neuralmagic.com>
Co-authored-by: rshaw@neuralmagic.com <rshaw@neuralmagic.com>
Co-authored-by: Nicolò Lucchesi <nlucches@redhat.com>
Co-authored-by: Tyler Michael Smith <tyler@neuralmagic.com>
Co-authored-by: Michael Goin <michael@neuralmagic.com>
 2025-03-14 22:02:20 -07:00
Isotr0py 8cf97f8661 [Bugfix] Fix failing transformers dynamic module resolving with spawn multiproc method (#13403) 
Signed-off-by: Isotr0py <2037008807@qq.com>
 2025-02-18 10:25:53 +00:00
Kyle Sayersandmgoin 7ff7a638b6 [Model][Quant] Fix GLM, Fix fused module mappings for quantization (#12634) 
Signed-off-by: mgoin <michael@neuralmagic.com>
Signed-off-by: Kyle Sayers <kylesayrs@gmail.com>
Co-authored-by: mgoin <michael@neuralmagic.com>
 2025-02-05 05:32:06 +00:00
Jee Jee Li 96b23621c1 [Misc] Add BNB quantization for Whisper (#12381) 
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
 2025-02-04 16:27:36 +08:00
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
Jee Jee Li a3a3ee4e6f [Misc] Merge bitsandbytes_stacked_params_mapping and packed_modules_mapping (#11924) 
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
 2025-01-15 07:49:49 +08:00
Cyrus Leung 3f3e92e1f2 [Model] Automatic conversion of classification and reward models (#11469) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2024-12-24 18:22:22 +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
Cyrus Leung bf0e382e16 [Model] Composite weight loading for multimodal Qwen2 (#10944) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2024-12-07 07:22:52 -07:00