jina-reranker-v2-base-multilingual
A multilingual cross-encoder for ranking document, code, and tool candidates.
Base Model Family
jina-xlm-roberta
Deployment
Related models
Academic Publications
October 03, 2025 • 7 minutes read Jina Reranker v3: 0.6B Listwise Reranker for SOTA Multilingual Retrieval New 0.6B-parameter listwise reranker that considers the query and all candidate documents in a single context window.April 15, 2025 • 10 minutes read On the Size Bias of Text Embeddings and Its Impact in Search Size bias refers to how the length of text inputs affects similarity, regardless of semantic relevance. It explains why search systems sometimes return long, barely-relevant documents instead of shorter, more precise matches to your query.April 08, 2025 • 21 minutes read jina-reranker-m0: Multilingual Multimodal Document Reranker Introducing jina-reranker-m0, our new multilingual multimodal reranker for retrieving visual documents, with SOTA performance on multilingual long documents and code searching tasks.April 01, 2025 • 17 minutes read Using DeepSeek R1 Reasoning Model in DeepSearch Standard LLM or reasoning model, which is better for DeepSearch? In this post, we explored using DeepSeek-R1 in the DeepSearch implementation for choosing the next action.March 12, 2025 • 11 minutes read Snippet Selection and URL Ranking in DeepSearch/DeepResearch Nailing these two details takes your DeepSearch from mid to GOAT: selecting the best snippets from lengthy webpages and ranking URLs before crawling.
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- Released
- 2024-06-25
- Parameters
- 278M
- Context length
- 1K tokens
- Output dimensions
- Not published
- Inputs
- text
- Languages
- Multilingual
- Outputs
- ranking
- Availability
- elastic · api · license · huggingface · aws · azure · gcp · airgapped
Choose a representation
This model produces text or relevance rankings. A scalar embedding dimension does not describe its primary output.
Model weights and hosted API access
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These weights are not listed under a permissive commercial license. Review the official license and obtain the required authorization before commercial self-hosting.
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Catalog checked on September 7, 2026. This is an independently prepared Chatsax guide to Jina models.