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d106bf39f56cdc59d08a84094c0de41a0be9ad0f
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66 Commits

Author SHA1 Message Date
Wei Zhao
59d53066d8 [Feature] Support CPU Offloading without Pytorch Pinned Memory that leads to doubled allocation (#32993) 
Signed-off-by: wzhao18 <wzhao18.sz@gmail.com>
Co-authored-by: Michael Goin <mgoin64@gmail.com>
 2026-02-13 08:11:26 -08:00
emricksini-h
325ab6b0a8 [Feature] OTEL tracing during loading (#31162) 2026-02-05 16:59:28 -08:00
Kyle Sayers
f857a03f6b [QeRL] Layerwise Reloading (#32133) 
Signed-off-by: Kyle Sayers <kylesayrs@gmail.com>
 2026-01-30 08:50:05 -07:00
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
2b8a38b6d6 [Model] Extend collect_children and no_init_weights contexts (#32757) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2026-01-22 08:20:27 +00:00
Cyrus Leung
4753f3bf69 [Model] Use context managers for encoder- and LM-only mode (#32605) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2026-01-20 11:43:38 +08:00
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 Vallamdasu
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 Kamalakannan
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 Leung
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 Turganbay
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 Mellor
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 Shaw
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 Sayers
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