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5719a4e4e601fb91274294d25370b7aad656d629
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30 Commits

Author SHA1 Message Date
Kata Coder
5719a4e4e6 [Frontend] Support multimodal inputs for late-interaction scoring (ColQwen3) + NewModel: nvidia/nemotron-colembed (#34574) 
Signed-off-by: craftsangjae <craftsangjae@gmail.com>
 2026-02-20 20:01:40 -08:00
junuxyz
c61a98f529 [CI][BugFix] ShellCheck cleanup to remove baseline and preserve runtime behavior (#34514) 
Signed-off-by: junuxyz <216036880+junuxyz@users.noreply.github.com>
 2026-02-17 12:22:56 +00:00
Christian Pinto
6930becd45 (bugfix): Fixed encode in LLM entrypoint for IOProcessr plugin prompts (#34618) 
Signed-off-by: Christian Pinto <christian.pinto@ibm.com>
 2026-02-16 07:33:55 -08:00
Christian Pinto
342a7cda2d [Misc] Update tests and examples for Prithvi/Terratorch models (#34416) 
Signed-off-by: Christian Pinto <christian.pinto@ibm.com>
Co-authored-by: Cyrus Leung <tlleungac@connect.ust.hk>
 2026-02-13 23:03:51 -08:00
Kata Coder
d1ea65d0a1 [new model] add COLQwen3 code & Inference (#34398) 
Signed-off-by: craftsangjae <craftsangjae@gmail.com>
Signed-off-by: katacoder <craftsangjae@gmail.com>
 2026-02-14 12:15:19 +08:00
Ilya Boytsov
071d863e20 Extend ColBERT support to non-standard BERT backbones (#34170) 
Signed-off-by: Ilya Boytsov <ilya.boytsov@aleph-alpha.com>
 2026-02-13 09:53:09 +00:00
Cyrus Leung
25e48a3aae [Doc] Update usage of --limit-mm-per-prompt (#34148) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2026-02-09 21:12:13 -08:00
wang.yuqi
22b64948f6 [Frontend][last/5] Make pooling entrypoints request schema consensus. (#31127) 
Signed-off-by: wang.yuqi <yuqi.wang@daocloud.io>
 2026-02-09 06:42:38 +00:00
Ilya Boytsov
439afa4eea feat: Add ColBERT late interaction model support (#33686) 
Signed-off-by: Ilya Boytsov <ilyaboytsov1805@gmail.com>
Signed-off-by: Ilya Boytsov <boytsovpanamera@mail.ru>
Co-authored-by: Cyrus Leung <cyrus.tl.leung@gmail.com>
Co-authored-by: wang.yuqi <yuqi.wang@daocloud.io>
 2026-02-05 08:05:13 +08:00
wang.yuqi
1b8fe6f7c4 [Frontend][4/n] Make pooling entrypoints request schema consensus | ScoreRequest (#33060) 
Signed-off-by: wang.yuqi <yuqi.wang@daocloud.io>
 2026-02-04 01:48:40 +00:00
Cyrus Leung
83449a5ff0 [Refactor] Clean up pooling serial utils (#33665) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2026-02-03 10:29:18 +00:00
Isotr0py
9df152bbf6 [Misc] Algin Qwen3-VL-embedding image example outputs with HF repo example (#33419) 
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
 2026-01-30 19:36:56 -08:00
wang.yuqi
abb34ac43a [Bugfix] Fix Qwen3-VL-Reranker load. (#33298) 
Signed-off-by: wang.yuqi <yuqi.wang@daocloud.io>
Signed-off-by: wang.yuqi <noooop@126.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
 2026-01-29 08:42:53 +00:00
Cyrus Leung
11b556878b [Refactor] Use data parser for matching data items to multi-modal UUIDs (#32955) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2026-01-26 15:00:28 +08:00
wang.yuqi
05f3d714db [Frontend][3/n] Make pooling entrypoints request schema consensus | EmbedRequest & ClassifyRequest (#32905) 
Signed-off-by: wang.yuqi <yuqi.wang@daocloud.io>
Signed-off-by: wang.yuqi <noooop@126.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
 2026-01-23 12:03:44 +00:00
wang.yuqi
328cbb2773 [Frontend][2/n] Make pooling entrypoints request schema consensus | ChatRequest (#32574) 
Signed-off-by: wang.yuqi <yuqi.wang@daocloud.io>
 2026-01-22 10:32:44 +00:00
wang.yuqi
c88860d759 [Frontend] Score entrypoint support data_1 & data_2 and queries & documents as inputs (#32577) 
Signed-off-by: wang.yuqi <yuqi.wang@daocloud.io>
 2026-01-19 14:07:46 +00:00
wang.yuqi
4ae77dfd42 [Frontend][1/n] Make pooling entrypoints request schema consensus | CompletionRequest (#32395) 
Signed-off-by: wang.yuqi <yuqi.wang@daocloud.io>
 2026-01-16 06:17:04 +00:00
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
wang.yuqi
60446cd684 [Model] Improve multimodal pooling examples (#32085) 
Signed-off-by: wang.yuqi <noooop@126.com>
Signed-off-by: wang.yuqi <yuqi.wang@daocloud.io>
 2026-01-12 07:54:09 +00:00
Isotr0py
eac3b96ec0 [Models] Allow converting Qwen3-VL into Reranker model (#31890) 
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
 2026-01-08 08:10:15 +00:00
wang.yuqi
96860af655 [Model] rename use_pad_token to use_sep_token (#31784) 
Signed-off-by: wang.yuqi <yuqi.wang@daocloud.io>
 2026-01-06 14:16:04 +00:00
wang.yuqi
911d38ed99 [Model] Let more models to support the score template. (#31335) 
Signed-off-by: wang.yuqi <yuqi.wang@daocloud.io>
Signed-off-by: wang.yuqi <noooop@126.com>
Co-authored-by: Cyrus Leung <cyrus.tl.leung@gmail.com>
 2026-01-05 11:54:26 +00:00
Jakub Zakrzewski
23daef548d [Frontend] Support using chat template as custom score template for reranking models (#30550) 
Signed-off-by: Jakub Zakrzewski <jzakrzewski@nvidia.com>
Signed-off-by: wang.yuqi <yuqi.wang@daocloud.io>
Signed-off-by: wang.yuqi <noooop@126.com>
Co-authored-by: wang.yuqi <yuqi.wang@daocloud.io>
 2025-12-23 11:19:16 +00:00
Harry Mellor
93db3256a4 Give pooling examples better names (#30488) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-12-11 16:22:58 +00:00
Cyrus Leung
7e24e5d4d6 [Deprecation] Remove deprecated task, seed and MM settings (#30397) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-12-10 19:59:39 -08:00
wang.yuqi
2e660c2434 [Frontend] Binary embedding response does not return metadata by setting encoding_format to bytes_only. (#30249) 
Signed-off-by: wang.yuqi <yuqi.wang@daocloud.io>
Signed-off-by: wang.yuqi <noooop@126.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
 2025-12-08 12:01:21 +00:00
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
Yu Jiaqi
9ae3c55b10 SigLIP example add chat_template (#29902) 
Signed-off-by: piood <2477084691@qq.com>
 2025-12-03 16:12:58 +00:00
wang.yuqi
2eb4fe9129 [examples] Resettle pooling examples. (#29365) 
Signed-off-by: wang.yuqi <yuqi.wang@daocloud.io>
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Co-authored-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-12-02 15:54:28 +00:00