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635c38338a
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[Multimodal] Add Qwen2-VL/Qwen2.5-VL processor-mapped video loader (#45555)
Signed-off-by: Ranran <hzz5361@psu.edu>
Signed-off-by: Ranran Haoran Zhang <ranzhang@redhat.com>
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
Co-authored-by: Isotr0py <mozf@mail2.sysu.edu.cn>
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2026-06-21 18:56:50 +00:00 |
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Taneem IbrahimandGitHub
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43fa24e832
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[Misc] Validate Cohere Embed Mixed Content Payloads (#45873)
Signed-off-by: Taneem Ibrahim <taneem.ibrahim@gmail.com>
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2026-06-17 06:57:12 +00:00 |
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Taneem IbrahimandGitHub
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81d8f4ebac
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[Misc] Added validation for Cohere /v2/embed input field exclusivity (#45640)
Signed-off-by: Taneem Ibrahim <taneem.ibrahim@gmail.com>
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2026-06-16 05:42:43 +00:00 |
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Taneem IbrahimandGitHub
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2c764c089a
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Added real /v1/embeddings support for messages + chat_template_kw (#45173)
Signed-off-by: Taneem Ibrahim <taneem.ibrahim@gmail.com>
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2026-06-15 09:08:10 +08:00 |
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Harry MellorandGitHub
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03878d1c22
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Deprecations for v0.23 and v0.24 (#44992)
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
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2026-06-11 14:35:38 +00:00 |
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Krish GuptaandGitHub
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70c00163ff
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[Feature] Add instruction support for score/rerank chat templates (#42412)
Signed-off-by: KrxGu <krishom70@gmail.com>
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2026-05-14 09:41:22 +08:00 |
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cd58e30872
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[Perf] Use numpy zero-copy path for embedding float response serialization (#41681)
Signed-off-by: Shrinav Loka <lokashrinav@gmail.com>
Co-authored-by: Claude Opus 4.6 <noreply@anthropic.com>
Co-authored-by: wang.yuqi <yuqi.wang@daocloud.io>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
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2026-05-07 19:42:21 -07:00 |
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Andreas KaratzasandGitHub
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1adaa5056b
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[ROCm][CI] Add ROCm score absolute tolerance floor (#41341)
Signed-off-by: Andreas Karatzas <akaratza@amd.com>
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2026-04-30 18:59:35 -07:00 |
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9744b699ba
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[Deprecate] Deprecate LLM.reward offline api, use LLM.encode instead. (#40688)
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>
Co-authored-by: Cyrus Leung <cyrus.tl.leung@gmail.com>
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2026-04-24 05:37:50 +00:00 |
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d2e2e856ad
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[Frontend] Remove frontend pooling multi task support. (#37861)
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>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
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2026-04-21 12:27:44 +00:00 |
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c0ecaed950
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[Frontend] Offload blocking preprocessing & postprocessing ops to thread pool for pooling entrypoints. (#39763)
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>
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2026-04-14 08:29:25 +00:00 |
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edbc1abd1c
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feat: add max_tokens_per_doc in rerank request. (#38827)
Signed-off-by: Jesus Federico <jefp@amazon.com>
Signed-off-by: wang.yuqi <yuqi.wang@daocloud.io>
Co-authored-by: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
Co-authored-by: wang.yuqi <yuqi.wang@daocloud.io>
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2026-04-13 01:24:09 -07:00 |
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wang.yuqiandGitHub
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66c079ae83
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[Frontend][4/n] Improve pooling entrypoints | pooling. (#39153)
Signed-off-by: wang.yuqi <yuqi.wang@daocloud.io>
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2026-04-09 10:09:45 +00:00 |
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wang.yuqiandGitHub
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a9b4f07ba2
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[Frontend] Re-enable running MaxSim on GPU (#38620)
Signed-off-by: wang.yuqi <yuqi.wang@daocloud.io>
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2026-04-03 00:03:13 +08:00 |
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ef53395e2c
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[bugfix] do not add extra linebreak for score/rerank with chat template (#38617)
Signed-off-by: augusto.yjh <augusto.yjh@antgroup.com>
Signed-off-by: wang.yuqi <noooop@126.com>
Co-authored-by: wang.yuqi <yuqi.wang@daocloud.io>
Co-authored-by: wang.yuqi <noooop@126.com>
Co-authored-by: Cyrus Leung <cyrus.tl.leung@gmail.com>
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2026-04-01 04:50:07 +00:00 |
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wang.yuqiandGitHub
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d9d21eb8e3
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[Frontend][3/n] Improve pooling entrypoints | scoring. (#28631)
Signed-off-by: wang.yuqi <yuqi.wang@daocloud.io>
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2026-03-31 07:52:00 +00:00 |
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Walter Beller-MoralesandGitHub
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fafca38adc
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[BugFix][Frontend] apply task instruction as system prompt in cohere v2/embed (#38362)
Signed-off-by: walterbm <walter.beller.morales@gmail.com>
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2026-03-28 18:30:54 +00:00 |
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wang.yuqiandGitHub
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dcdc145893
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[CI] Reorganize scoring tests (#38207)
Signed-off-by: wang.yuqi <yuqi.wang@daocloud.io>
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2026-03-26 12:07:01 +00:00 |
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Andreas KaratzasandGitHub
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f262a62aa1
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[ROCm][CI] Fix flaky Cohere/OpenAI embedding parity test (#37616)
Signed-off-by: Andreas Karatzas <akaratza@amd.com>
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2026-03-25 10:55:51 +00:00 |
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1b6cb920e6
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[Deprecate] Deprecate pooling multi task support. (#37956)
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>
Co-authored-by: Cyrus Leung <cyrus.tl.leung@gmail.com>
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2026-03-24 14:07:47 +00:00 |
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Isotr0pyandGitHub
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a836524d20
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[Chore] Replace all base64 usages with faster pybase64 package (#37290)
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
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2026-03-17 14:44:19 +00:00 |
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Walter Beller-MoralesandGitHub
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061980c36a
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[Feature][Frontend] add support for Cohere Embed v2 API (#37074)
Signed-off-by: walterbm <walter.beller.morales@gmail.com>
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2026-03-16 19:55:53 -04:00 |
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Wentao YeandGitHub
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c34ba6b961
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[Perf] Optimize compute maxsim using batched version, 3.2% E2E throughput improvement (#36710)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
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2026-03-12 08:37:01 +08:00 |
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Harry MellorandGitHub
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c88510083b
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Fix Qwen2.5-VL test for Transformers v5 (#36532)
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
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2026-03-10 12:05:34 +00:00 |
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wang.yuqiandGitHub
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fff3711a24
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[Frontend][2/n] Improve pooling entrypoints | embed. (#36110)
Signed-off-by: wang.yuqi <yuqi.wang@daocloud.io>
Signed-off-by: wang.yuqi <noooop@126.com>
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2026-03-09 11:42:19 +08:00 |
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milesialandGitHub
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755356b3d1
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feat: expose media_io_kwargs at runtime (#34778)
Signed-off-by: Alexandre Milesi <milesial@users.noreply.github.com>
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2026-03-07 04:27:04 +00:00 |
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e113a30113
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[Deprecation] Deprecate code in 0.17 as scheduled (#35441)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
Signed-off-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com>
Co-authored-by: Cyrus Leung <tlleungac@connect.ust.hk>
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2026-02-28 17:32:37 +00:00 |
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Andreas KaratzasandGitHub
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1e69c04887
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[ROCm][CI] Parametrize vision score tests across attention backends with per-backend tolerances (#35571)
Signed-off-by: Andreas Karatzas <akaratza@amd.com>
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2026-02-28 08:59:26 +00:00 |
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Wentao YeandGitHub
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99c7892c5b
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[Perf] Optimize maxsim scores computation for pooling models, 13.9% E2E throughput improvement (#35330)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
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2026-02-26 17:14:54 +00:00 |
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Andreas KaratzasandGitHub
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a8a47c17b6
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[ROCm][CI] Fix flaky embedding chat test by using tolerance-based comparison (#35050)
Signed-off-by: Andreas Karatzas <akaratza@amd.com>
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2026-02-22 09:03:44 +00:00 |
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Ilya BoytsovandGitHub
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071d863e20
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Extend ColBERT support to non-standard BERT backbones (#34170)
Signed-off-by: Ilya Boytsov <ilya.boytsov@aleph-alpha.com>
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2026-02-13 09:53:09 +00:00 |
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wang.yuqiandGitHub
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22b64948f6
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[Frontend][last/5] Make pooling entrypoints request schema consensus. (#31127)
Signed-off-by: wang.yuqi <yuqi.wang@daocloud.io>
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2026-02-09 06:42:38 +00:00 |
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038914b7c8
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[Refactor] Move task outside of PoolingParams.verify (#33796)
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
Signed-off-by: wang.yuqi <yuqi.wang@daocloud.io>
Co-authored-by: wang.yuqi <yuqi.wang@daocloud.io>
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2026-02-05 09:33:11 +00:00 |
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439afa4eea
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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>
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2026-02-05 08:05:13 +08:00 |
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wang.yuqiandGitHub
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1b8fe6f7c4
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[Frontend][4/n] Make pooling entrypoints request schema consensus | ScoreRequest (#33060)
Signed-off-by: wang.yuqi <yuqi.wang@daocloud.io>
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2026-02-04 01:48:40 +00:00 |
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Cyrus LeungandGitHub
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83449a5ff0
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[Refactor] Clean up pooling serial utils (#33665)
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
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2026-02-03 10:29:18 +00:00 |
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Cyrus LeungandGitHub
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f0a1c8453a
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[Frontend] Use new Renderer for Completions and Tokenize API (#32863)
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
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2026-01-31 04:51:15 -08:00 |
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abb34ac43a
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[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>
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2026-01-29 08:42:53 +00:00 |
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76139d0801
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[Frontend] Frontend will only attach supported tasks corresponding entrypoints. (#33139)
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>
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2026-01-27 12:15:43 +00:00 |
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05f3d714db
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[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>
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2026-01-23 12:03:44 +00:00 |
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Cyrus LeungandGitHub
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d117a4d1a9
|
[Frontend] Introduce Renderer for processing chat messages (using ModelConfig) (#30200)
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
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2026-01-22 12:44:22 +00:00 |
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wang.yuqiandGitHub
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328cbb2773
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[Frontend][2/n] Make pooling entrypoints request schema consensus | ChatRequest (#32574)
Signed-off-by: wang.yuqi <yuqi.wang@daocloud.io>
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2026-01-22 10:32:44 +00:00 |
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wang.yuqiandGitHub
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c88860d759
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[Frontend] Score entrypoint support data_1 & data_2 and queries & documents as inputs (#32577)
Signed-off-by: wang.yuqi <yuqi.wang@daocloud.io>
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2026-01-19 14:07:46 +00:00 |
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wang.yuqiandGitHub
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4ae77dfd42
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[Frontend][1/n] Make pooling entrypoints request schema consensus | CompletionRequest (#32395)
Signed-off-by: wang.yuqi <yuqi.wang@daocloud.io>
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2026-01-16 06:17:04 +00:00 |
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Cyrus LeungandGitHub
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28459785ff
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[3/N] Group together media-related code (#32406)
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
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2026-01-15 11:52:12 +00:00 |
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Cyrus LeungandGitHub
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232214b2ae
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[Bugfix] Replace PoolingParams.normalize with use_activation (#32243)
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
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2026-01-13 10:45:42 +00:00 |
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wang.yuqiandGitHub
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96860af655
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[Model] rename use_pad_token to use_sep_token (#31784)
Signed-off-by: wang.yuqi <yuqi.wang@daocloud.io>
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2026-01-06 14:16:04 +00:00 |
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wang.yuqiandGitHub
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1ff67df182
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[CI] Reorganization pooling_mteb_test (#31265)
Signed-off-by: wang.yuqi <noooop@126.com>
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2025-12-24 23:36:20 +08:00 |
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Andreas KaratzasandGitHub
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0247a91e00
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[ROCm][CI] Fix entrypoints tests and Python-only installation test on ROCm (#28979)
Signed-off-by: Andreas Karatzas <akaratza@amd.com>
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2025-12-23 22:42:30 -08:00 |
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Cyrus LeungandGitHub
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bb62dda2c3
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[Misc] Introduce encode_*_url utility function (#31208)
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
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2025-12-23 13:45:21 +00:00 |
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