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107 Commits

Author SHA1 Message Date
wang.yuqi
4e2ab1861d [CI Failure] pin nomic-embed-text-v1 revision (#39292) 
Signed-off-by: wang.yuqi <yuqi.wang@daocloud.io>
 2026-04-08 11:43:06 +00:00
Ilya Boytsov
6e1100889e fix(test): recompute Jina ColBERT rotary inv_freq cleared by transformers v5 weight loader (#39176) 
Signed-off-by: Ilya Boytsov <ilyaboytsov1805@gmail.com>
 2026-04-07 22:40:55 +08:00
wang.yuqi
d9d21eb8e3 [Frontend][3/n] Improve pooling entrypoints | scoring. (#28631) 
Signed-off-by: wang.yuqi <yuqi.wang@daocloud.io>
 2026-03-31 07:52:00 +00:00
haosdent
a08b7733fd [CI] Fix SPLADE pooler test broken by #38139 (#38495) 
Signed-off-by: haosdent <haosdent@gmail.com>
 2026-03-30 07:48:33 +00:00
wang.yuqi
dcdc145893 [CI] Reorganize scoring tests (#38207) 
Signed-off-by: wang.yuqi <yuqi.wang@daocloud.io>
 2026-03-26 12:07:01 +00:00
Ilya Boytsov
8b6c6b9505 [Model] Add LFM2-ColBERT-350M support (#37528) 
Signed-off-by: Ilya Boytsov <ilyaboytsov1805@gmail.com>
 2026-03-20 14:57:57 +00:00
whyiug
1ce13cf992 [Model] Add support for BERT-like Chinese ERNIE pooling models (#36385) 
Signed-off-by: whyiug <whyiug@hotmail.com>
Co-authored-by: wang.yuqi <yuqi.wang@daocloud.io>
 2026-03-13 03:23:53 +00:00
wang.yuqi
6ecabe4936 [CI Failure] Fix Language Models Test (Extended Pooling) daily CI Failure (#36761) 
Signed-off-by: wang.yuqi <yuqi.wang@daocloud.io>
 2026-03-12 12:22:05 +08:00
Angela Yi
13e79fc811 [ci] Update rtol for test_classification (#36556) 
Signed-off-by: angelayi <yiangela7@gmail.com>
Co-authored-by: Richard Zou <zou3519@users.noreply.github.com>
 2026-03-11 03:08:16 -07:00
Andreas Karatzas
a1ffa56a1e [CI] Fix bge-m3 similarity reference values after *Defination* typo fix (#36208) 
Signed-off-by: Andreas Karatzas <akaratza@amd.com>
 2026-03-06 05:07:29 +00:00
Jiayi Yan
6a895197fa [Bugfix][CI] fix typos (#34934) 
Signed-off-by: 1195343015 <1195343015@qq.com>
Signed-off-by: Jiayi Yan <66017932+1195343015@users.noreply.github.com>
Co-authored-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2026-03-05 17:05:46 +00:00
Andreas Karatzas
89358f0d35 [CI] Fix ColBERT HF comparison tests on AMD CI + refactor (#34567) 
Signed-off-by: Andreas Karatzas <akaratza@amd.com>
 2026-02-20 20:12:05 -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
b96f7314b4 [Refactor] Pass Renderer to Input Processor (#34329) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2026-02-11 19:38:11 -08:00
wang.yuqi
1c3a221d3b [Bugfix] Fix corner case of sparse embedding (#33886) 
Signed-off-by: wang.yuqi <yuqi.wang@daocloud.io>
 2026-02-05 02:51:22 -08:00
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
Cyrus Leung
80f921ba4b [Bugfix] Fix normalize still being passed to PoolerConfig (#33794) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2026-02-04 23:56:02 +08:00
Cyrus Leung
f0a1c8453a [Frontend] Use new Renderer for Completions and Tokenize API (#32863) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2026-01-31 04:51:15 -08:00
Andreas Karatzas
6c00645712 [CI][Pooling] Stabilize ModernBERT test (#32909) 
Signed-off-by: Andreas Karatzas <akaratza@amd.com>
 2026-01-27 05:26:48 +00:00
Maximilien de Bayser
ff365eea94 Support bge-m3 sparse embeddings and colbert embeddings (#14526) 
Signed-off-by: Max de Bayser <mbayser@br.ibm.com>
Signed-off-by: Max de Bayser <maxdebayser@gmail.com>
 2026-01-22 23:52:57 +08:00
Isotr0py
8cc26acd8b [Performance] Improve Triton prefill attention kernel's performance (#32403) 
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
 2026-01-17 20:19:59 -08:00
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
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
Divakar Verma
a1648c4045 [ROCm][CI] Fix test_token_classification.py::test_bert_models (#31993) 
Signed-off-by: Divakar Verma <divakar.verma@amd.com>
 2026-01-09 04:04:33 +00:00
Andreas Karatzas
2a42ae790d [ROCm][CI] Fix ModernBERT token classification test numerical accuracy on ROCm (#31820) 
Signed-off-by: Andreas Karatzas <akaratza@amd.com>
 2026-01-06 23:21:15 +00:00
Isotr0py
ee2e69d6cd [Bugfix][CI/Build] Fix failing pooling models test due to Triton kernel accuracy diff (#31776) 
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
 2026-01-06 00:44:22 -08:00
Isotr0py
367856de14 [CI/Build] Revive skipped reward models e2e test (#31665) 
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
 2026-01-05 02:33:46 +00:00
Andreas Karatzas
013b54088c [ROCm][CI] Fix ModernBERT token classification test (#31612) 
Signed-off-by: Andreas Karatzas <akaratza@amd.com>
 2026-01-02 04:19:08 +00:00
wang.yuqi
4429d934de [Model] Automatic conversion of TokenClassification model (#30666) 
Signed-off-by: wang.yuqi <yuqi.wang@daocloud.io>
 2025-12-15 08:13:00 +00:00
Cyrus Leung
d917747c95 [Bugfix] Fix task still being passed in tests/benchmarks (#30476) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-12-11 10:33:55 +00:00
Cyrus Leung
e83b7e379c Revert "[Renderer] Separate out RendererConfig from ModelConfig (#30145)" (#30199) 2025-12-07 00:00:22 -08:00
Cyrus Leung
27f4c2fd46 [Renderer] Separate out RendererConfig from ModelConfig (#30145) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-12-06 23:15:42 -08:00
wang.yuqi
74c4d80c6c [Model][6/N] Improve all pooling task | Support chunked prefill with ALL pooling (#27145) 
Signed-off-by: wang.yuqi <noooop@126.com>
Signed-off-by: wang.yuqi <yuqi.wang@daocloud.io>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
 2025-12-04 13:44:15 +00:00
wang.yuqi
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
a8b70304d6 Update rope_scaling to rope_parameters in preparation for Transformers v5 (#28542) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-11-19 09:06:36 -08:00
Kevin H. Luu
c64c0b78de [chore] Move the rest of wikimedia url to S3 (#28921) 
Signed-off-by: Kevin H. Luu <khluu000@gmail.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
 2025-11-18 09:44:18 -08:00
wang.yuqi
a55b64635c [Model] Allow users to control skip reading cache per request. (#28194) 
Signed-off-by: wang.yuqi <yuqi.wang@daocloud.io>
Signed-off-by: wang.yuqi <noooop@126.com>
 2025-11-16 00:04:50 -08:00
Andreas Karatzas
9f0247cfa4 VLLM_USE_TRITON_FLASH_ATTN V0 variable deprecation (#27611) 
Signed-off-by: Andreas Karatzas <akaratza@amd.com>
Signed-off-by: Andreas Karatzas <Andreas.Karatzas@amd.com>
 2025-11-11 18:34:36 -08:00
Li, Jiang
7f829be7d3 [CPU] Refactor CPU attention backend (#27954) 
Signed-off-by: jiang1.li <jiang1.li@intel.com>
 2025-11-12 09:43:06 +08:00
wang.yuqi
4464723f22 [Frontend][Doc][5/N] Improve all pooling task | Polish encode (pooling) api & Document. (#25524) 
Signed-off-by: wang.yuqi <noooop@126.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
Co-authored-by: Cyrus Leung <cyrus.tl.leung@gmail.com>
 2025-10-30 12:13:05 +00:00
wang.yuqi
3729ed00ba [Model] Add num_cached_tokens for PoolingRequestOutput (#27378) 
Signed-off-by: wang.yuqi <noooop@126.com>
 2025-10-23 14:03:42 +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
wang.yuqi
767c3ab869 [Model][0/N] Improve all pooling task | clean up (#25817) 
Signed-off-by: wang.yuqi <noooop@126.com>
 2025-10-13 16:44:50 +08:00
gjgjos
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
Cyrus Leung
0f29dca988 [CI/Build] Fix model nightly tests (#26466) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-10-08 23:44:16 -07:00
antrec
6f59beaf0b [Model] Add support for ModernBertForTokenClassification (#26340) 
Signed-off-by: Antoine Recanati Le Goat <antoine.recanati@sancare.fr>
Signed-off-by: antrec <antoine.recanati@gmail.com>
Co-authored-by: Antoine Recanati Le Goat <antoine.recanati@sancare.fr>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
 2025-10-07 14:29:19 +00:00
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
Woosuk Kwon
52c2a8d4ad [V0 Deprecation] Remove LLMEngine (#25033) 
Signed-off-by: Woosuk Kwon <woosuk@thinkingmachines.ai>
Signed-off-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
 2025-09-20 17:56:30 -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