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63 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 232214b2ae [Bugfix] Replace PoolingParams.normalize with use_activation (#32243) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2026-01-13 10:45:42 +00:00
Cyrus Leung 8863c2b25c [Model] Standardize pooling heads (#32148) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2026-01-12 17:01:49 +00:00
Cyrus Leung 9101dc756c [Model] Avoid hardcoding pooling type (#32119) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2026-01-11 21:28:12 -08:00
Cyrus Leung 583a90e005 [Refactor] Separate sequence and token pooling types (#32026) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2026-01-10 04:53:24 +00:00
Matthew Bonanni 2612ba9285 [1/N][Attention] Restructure attention: move files (#31916) 
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
 2026-01-09 13:10:24 -08:00
Cyrus Leung c8ed39b9dd [Model] Reorganize pooling layers (#31973) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2026-01-09 11:02:14 +00:00
Cyrus Leung d1b6fe007f [Chore] Further cleanup pooler (#31951) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2026-01-08 02:16:21 -08:00
Cyrus Leung b7036c87a1 [Refactor] Clean up pooler modules (#31897) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2026-01-08 00:07:43 +08:00
Harry Mellor 6f15ac5de7 Don'e assume position_embedding_type will be present for BERT and RoBERTa models (#30770) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-12-16 13:40:26 +00:00
wang.yuqiandCyrus Leung f4b76056ee Improve enable chunked_prefill & prefix_caching logic. (#26623) 
Signed-off-by: wang.yuqi <yuqi.wang@daocloud.io>
Signed-off-by: wang.yuqi <noooop@126.com>
Co-authored-by: Cyrus Leung <tlleungac@connect.ust.hk>
 2025-11-27 22:05:48 -08:00
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
wang.yuqi f54f85129e [Model][2/N] Improve all pooling task | Support multi-vector retrieval (#25370) 
Signed-off-by: wang.yuqi <noooop@126.com>
 2025-10-15 11:14:41 +00:00
Huamin Li 4fca1a1bd2 [easy] fix pre commit error on trunk (#26665) 
Signed-off-by: Huamin Li <3ericli@gmail.com>
 2025-10-12 21:25:34 +00:00
gjgjosandCyrus Leung 18ed7746ea [Feature] Add support for naver/splade-v3 (BERT-based sparse embedding model) (#26339) 
Signed-off-by: gjgjos <gjgjos@naver.com>
Co-authored-by: Cyrus Leung <cyrus.tl.leung@gmail.com>
 2025-10-12 17:00:52 +00:00
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
Cyrus Leung 4570535ec4 [Model] CLIP Embedding Support (#26010) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-10-04 06:21:42 -07:00
Cyrus Leung 9f1c4ecaf2 [Bugfix] Token type and position embeddings fail to be applied to inputs_embeds (#25922) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-10-01 00:23:12 +08:00
Cyrus LeungNickLuccheRoger Wang
 		27d7638b94 [Bugfix] Merge MM embeddings by index instead of token IDs (#16229) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
Signed-off-by: NickLucche <nlucches@redhat.com>
Signed-off-by: Roger Wang <hey@rogerw.io>
Co-authored-by: NickLucche <nlucches@redhat.com>
Co-authored-by: Roger Wang <hey@rogerw.io>
 2025-09-27 08:15:12 +00:00
wang.yuqiandIsotr0py 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
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
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
Cyrus Leung 5eeef1b908 [Model] Explicit default_pooling_type interface (#23736) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-08-27 13:24:09 +00:00
Chen Zhang 17373dcd93 [Attention] Refactor AttentionMetadata Preparation for Encoder-only Models (#23154) 
Signed-off-by: Chen Zhang <zhangch99@outlook.com>
 2025-08-22 05:05:59 +00:00
wang.yuqi d70a16625d [Performance] V1 Pooling Models E2E Performance Optimization (#23162) 
Signed-off-by: wang.yuqi <noooop@126.com>
 2025-08-21 13:26:09 +00:00
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
Maximilien de BayserandRussell Bryant 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
Cyrus Leung 46d81d6951 [V1] Get supported tasks from model runner instead of model config (#21585) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-07-25 05:36:45 -07:00
Cyrus Leung 042af0c8d3 [Model][1/N] Support multiple poolers at model level (#21227) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-07-21 02:22:21 -07:00
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
Cyrus Leung 90bd2ab6e3 [Model] Update pooling model interface (#21058) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-07-17 16:05:40 +00:00
Cyrus Leung 1c3198b6c4 [Model] Consolidate pooler implementations (#20927) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-07-16 13:39:13 +00:00
Jennifer He 85bd6599e4 [Model] Add AutoWeightsLoader support for BERT, RoBERTa (#20534) 
Signed-off-by: Jennifer He <islandhe@gmail.com>
Signed-off-by: <islandhe@gmail.com>
Signed-off-by: Jen H <islandhe@gmail.com>
 2025-07-15 13:34:24 +08:00
Cyrus Leung c18b3b8e8b [Bugfix] Add use_cross_encoder flag to use correct activation in ClassifierPooler (#20527) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-07-06 14:01:48 -07:00
Maximilien de Bayserand22quinn 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 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
Maximilien de BayserandCyrus Leung 515b413ebf Prevent the cross-encoder logic from being applied to classification tasks (#18838) 
Signed-off-by: Max de Bayser <mbayser@br.ibm.com>
Co-authored-by: Cyrus Leung <cyrus.tl.leung@gmail.com>
 2025-05-28 19:16:17 -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
wang.yuqi e4b8713380 [New Model]: nomic-embed-text-v2-moe (#17785) 2025-05-11 00:59:43 -07:00
wang.yuqi 3d3ab3689f [New Model]: Snowflake Arctic Embed (Family) (#16649) 2025-04-18 08:11:57 -07:00
wang.yuqi 1f5d13ab9f [New Model]: jinaai/jina-embeddings-v3 (#16120) 2025-04-08 08:39:12 -07:00
Kyle Sayers 421c462948 [SupportsQuant] Bert, Blip, Blip2, Bloom (#15573) 
Signed-off-by: Kyle Sayers <kylesayrs@gmail.com>
 2025-04-03 08:23:19 -07:00
Roger Wang 6c85da3a18 [V1]SupportsV0Only protocol for model definitions (#13959) 
Signed-off-by: Roger Wang <ywang@roblox.com>
 2025-02-27 20:02:15 -05:00
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