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59 Commits

Author SHA1 Message Date
Woosuk Kwon
32d43a5a9e [V0 Deprecation] Remove LLMEngine (#25033) 
Signed-off-by: Woosuk Kwon <woosuk@thinkingmachines.ai>
Signed-off-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
Signed-off-by: yewentao256 <zhyanwentao@126.com>
 2025-10-03 13:35:53 -07:00
Harry Mellor
058525b997
Move PoolerConfig from config/__init__.py to config/pooler.py (#25181) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-09-19 11:02:55 +00:00
wang.yuqi
5f696c33b1
[New Model] Support BertForTokenClassification / Named Entity Recognition (NER) task (#24872) 
Signed-off-by: wang.yuqi <noooop@126.com>
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
Co-authored-by: Isotr0py <mozf@mail2.sysu.edu.cn>
 2025-09-18 23:22:01 +08:00
afeldman-nm
c8c42597ab
[CI] Speed up model unit tests in CI (#24253) 
Signed-off-by: Andrew Feldman <afeldman@redhat.com>
 2025-09-12 10:36:50 -07:00
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
wang.yuqi
fd1ce98cdd
[CI] Split mteb test from Language Models Test (#24634) 
Signed-off-by: wang.yuqi <noooop@126.com>
 2025-09-11 06:37:51 -07:00
wang.yuqi
bd98842c8a
[CI] Add PPL test for generation models (#24485) 
Signed-off-by: wang.yuqi <noooop@126.com>
 2025-09-10 06:16:39 -07:00
Remy
feaf202e93
[Bugfix] Guard _may_reorder_batch for encoder-only models on CPU (#24319) (#24348) 
Signed-off-by: Remy <eunhwan.shin@dtonic.io>
Co-authored-by: Li, Jiang <jiang1.li@intel.com>
 2025-09-10 14:24:42 +08:00
wang.yuqi
19332c0479
[Model] Systematic support for fp32 head, pooling models part (#23810) 
Signed-off-by: wang.yuqi <noooop@126.com>
 2025-09-09 07:29:50 -07:00
wang.yuqi
6d6c6b05d3
[New Model]: google/embeddinggemma-300m (#24318) 
Signed-off-by: wang.yuqi <noooop@126.com>
 2025-09-05 22:58:36 -07:00
wang.yuqi
51383bd472
[CI] Accelerate mteb test by setting SentenceTransformers mteb score to a constant (#24088) 
Signed-off-by: wang.yuqi <noooop@126.com>
 2025-09-03 17:23:56 +08:00
Maximilien de Bayser
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
Isotr0py
98ac0cb32d
[Bugfix] Use ReplicatedLinear for SequenceClassification head (#23836) 
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
 2025-08-29 04:41:20 +00:00
wang.yuqi
11a7fafaa8
[New Model]: Support GteNewModelForSequenceClassification (#23524) 
Signed-off-by: wang.yuqi <noooop@126.com>
 2025-08-28 15:36:42 +08:00
LIYIFAN_liyifan
c9abb10489
[Bugfix] Fix Dense module loading for sentence-transformers embedding models (simplified V2) (#23408) 
Signed-off-by: FFFfff1FFFfff <yifanli0919@gmail.com>
 2025-08-25 05:39:24 +00:00
Cyrus Leung
64ab3c7253
[Doc] Update V1 status of various pooling models (#23189) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-08-20 10:33:41 +08:00
wang.yuqi
f856c33ce9
[Model] Add multi_label_classification support (#23173) 
Signed-off-by: wang.yuqi <noooop@126.com>
 2025-08-19 12:54:30 +00:00
wang.yuqi
5406ebf5c9
[CI] Pooling models mteb test uses enforce_eager (#22878) 
Signed-off-by: wang.yuqi <noooop@126.com>
 2025-08-15 01:16:15 -07:00
Cyrus Leung
0ca2393b47
[CI/Build] Increase pooling tolerance to pass CI (#22844) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
Signed-off-by: mgoin <mgoin64@gmail.com>
Co-authored-by: mgoin <mgoin64@gmail.com>
 2025-08-13 18:52:48 -04:00
wang.yuqi
6d729c43fb
[Bugfix] Fix ModernBert load & Enable sliding window attention for bidirectional attention. (#22637) 
Signed-off-by: wang.yuqi <noooop@126.com>
Signed-off-by: Max de Bayser <mbayser@br.ibm.com>
Co-authored-by: Max de Bayser <mbayser@br.ibm.com>
 2025-08-12 00:23:17 -07:00
wang.yuqi
84cf78acee
[Model] Pooling models default to using chunked prefill & prefix caching if supported. (#20930) 
Signed-off-by: wang.yuqi <noooop@126.com>
 2025-08-11 09:41:37 -07:00
Maximilien de Bayser
39052dbca8
Support token_type_ids in V1 with less code changes (#21985) 
Signed-off-by: Max de Bayser <mbayser@br.ibm.com>
 2025-08-10 22:54:59 -07:00
Isotr0py
429e4e2d42
[Bugfix] Fix ModernBert cuda graph capturing in v1 (#21901) 
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
Signed-off-by: Isotr0py <2037008807@qq.com>
 2025-08-08 22:17:22 -07:00
wang.yuqi
2a4c825523
[CI] Skip the pooling models that do not support transformers v4.55 (#22411) 
Signed-off-by: wang.yuqi <noooop@126.com>
 2025-08-06 23:05:03 -07:00
wang.yuqi
586f286789
[Model] Pooling model activation supports per request control by PoolingParams (#20538) 
Signed-off-by: wang.yuqi <noooop@126.com>
 2025-08-05 00:37:00 -07:00
wang.yuqi
2836dd73f1
[Model][CI] Let more pooling models support v1 (#21747) 
Signed-off-by: wang.yuqi <noooop@126.com>
 2025-07-31 01:51:15 -07:00
wang.yuqi
65f311ce59
[Frontend] Add LLM.reward specific to reward models (#21720) 
Signed-off-by: wang.yuqi <noooop@126.com>
 2025-07-29 20:56:03 -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
Maximilien de Bayser
1cd6eaba54
Support encoder-only models without KV-Cache (#21270) 
Signed-off-by: Max de Bayser <maxdebayser@gmail.com>
Signed-off-by: Max de Bayser <mbayser@br.ibm.com>
Co-authored-by: Russell Bryant <rbryant@redhat.com>
 2025-07-26 21:09:52 +08:00
Ning Xie
d97841078b
[Misc] unify variable for LLM instance (#20996) 
Signed-off-by: Andy Xie <andy.xning@gmail.com>
 2025-07-21 12:18:33 +01:00
Cyrus Leung
45badd05d0
[Core] Set pooling params based on task and model (#21128) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-07-18 05:41:17 -07:00
yurhett
11c0198615
[Bugfix] Fix tensor parallel issue in Qwen3 reranker weight loading (#20682) 
Signed-off-by: Isotr0py <2037008807@qq.com>
Co-authored-by: Isotr0py <2037008807@qq.com>
 2025-07-11 20:52:43 -07:00
wang.yuqi
baba0389f7
[CI] Increase the threshold of the MTEB RERANK tests (#20615) 
Signed-off-by: wang.yuqi <noooop@126.com>
 2025-07-08 08:10:11 -07:00
Li, Jiang
7721ef1786
[CI/Build][CPU] Fix CPU CI and remove all CPU V0 files (#20560) 
Signed-off-by: jiang1.li <jiang1.li@intel.com>
 2025-07-07 22:13:44 -07:00
wang.yuqi
110df74332
[Model][Last/4] Automatic conversion of CrossEncoding model (#19675) 
Signed-off-by: wang.yuqi <noooop@126.com>
 2025-07-07 14:46:04 +00:00
wang.yuqi
2e26f9156a
[Model][3/N] Automatic conversion of CrossEncoding model (#20168) 
Signed-off-by: wang.yuqi <noooop@126.com>
 2025-07-04 05:47:39 -07:00
Jee Jee Li
1caca5a589
[Misc] Add SPDX-FileCopyrightText (#20428) 
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
 2025-07-04 07:40:42 +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
wang.yuqi
cd4cfee689
[Model][1/N] Automatic conversion of CrossEncoding model (#20012) 
Signed-off-by: wang.yuqi <noooop@126.com>
 2025-06-26 21:10:04 -07:00
Li, Jiang
53da4cd397
[Bugfix][CPU] Fix InputBatch for pooling models in the CPU v1 (#20014) 
Signed-off-by: jiang1.li <jiang1.li@intel.com>
 2025-06-24 13:20:04 +00:00
Isotr0py
61f4fc5dc6
[Bugfix][v1] Fix step pooler implementation and step pooling usage in v1 (#19956) 
Signed-off-by: Isotr0py <2037008807@qq.com>
 2025-06-23 18:38:06 +00:00
Li, Jiang
79f2f1c2a1
[CPU][CI] Fallback sliding window to v0 and fix CPU pooling model tests (#19901) 
Signed-off-by: jiang1.li <jiang1.li@intel.com>
 2025-06-20 15:30:36 +00:00
Maximilien de Bayser
799397ee4f
Support embedding models in V1 (#16188) 
Signed-off-by: Max de Bayser <mbayser@br.ibm.com>
Signed-off-by: Max de Bayser <maxdebayser@gmail.com>
Signed-off-by: 22quinn <33176974+22quinn@users.noreply.github.com>
Co-authored-by: 22quinn <33176974+22quinn@users.noreply.github.com>
 2025-06-18 21:36:33 -07:00
wang.yuqi
f40f763f12
[CI] Add mteb testing for rerank models (#19344) 2025-06-16 01:36:43 -07:00
wang.yuqi
3952731e8f
[New Model]: Support Qwen3 Embedding & Reranker (#19260) 2025-06-10 20:07:30 -07:00
wang.yuqi
35cf32df30
Improve the output precision of embedding models (#19092) 2025-06-04 11:48:57 +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
Cyrus Leung
6aa8f9a4e7
[Core] Rework dtype resolution (#18751) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-06-01 11:04:23 +08:00
Isotr0py
c9479b2920
[Bugfix] Fix the failing gte embedding test (#18720) 
Signed-off-by: Isotr0py <2037008807@qq.com>
 2025-05-29 07:39:25 -07:00
wang.yuqi
de65fc8e1e
[CI] improve embed testing (#18747) 2025-05-28 00:16:35 -07:00