R3-Skill β Agent Skill Retrieval Two-stage retriever for query-conditional LLM agent skill routing: bi-encoder recall plus cross-encoder reranking at the 0.6B scale. tencent/R3-embedding-0.6b Sentence Similarity β’ 0.6B β’ Updated Jul 8 β’ 644 β’ 27 tencent/R3-rerank-0.6b Text Ranking β’ 0.6B β’ Updated Jul 8 β’ 1.16k β’ 32
EVIE β Visual Document Retrieval Multilingual visual document retrieval with native 128-dimensional multi-vector token embeddings. Rank #1 on ViDoRe V3 and on ViDoRe V1+V2. tencent/EVIE-Preview-4.5B Visual Document Retrieval β’ 5B β’ Updated Sep 7 β’ 925 β’ 101 tencent/EVIE-4.5B Visual Document Retrieval β’ 5B β’ Updated 1 day ago β’ 1.68k β’ 37 tencent/EVIE-8B Visual Document Retrieval β’ 8B β’ Updated 1 day ago β’ 646 β’ 32
R3-Skill β Agent Skill Retrieval Two-stage retriever for query-conditional LLM agent skill routing: bi-encoder recall plus cross-encoder reranking at the 0.6B scale. tencent/R3-embedding-0.6b Sentence Similarity β’ 0.6B β’ Updated Jul 8 β’ 644 β’ 27 tencent/R3-rerank-0.6b Text Ranking β’ 0.6B β’ Updated Jul 8 β’ 1.16k β’ 32
EVIE β Visual Document Retrieval Multilingual visual document retrieval with native 128-dimensional multi-vector token embeddings. Rank #1 on ViDoRe V3 and on ViDoRe V1+V2. tencent/EVIE-Preview-4.5B Visual Document Retrieval β’ 5B β’ Updated Sep 7 β’ 925 β’ 101 tencent/EVIE-4.5B Visual Document Retrieval β’ 5B β’ Updated 1 day ago β’ 1.68k β’ 37 tencent/EVIE-8B Visual Document Retrieval β’ 8B β’ Updated 1 day ago β’ 646 β’ 32