jina-colbert-v1-en
An English token-level retriever using multiple vectors and late interaction.
Base Model Family
Deployment
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Academic Publications
August 30, 2024 • 10 minutes read Jina ColBERT v2: Multilingual Late Interaction Retriever for Embedding and Reranking Jina ColBERT v2 supports 89 languages with superior retrieval performance, user-controlled output dimensions, and 8192 token-length.June 19, 2024 • 11 minutes read AI Explainability Made Easy: How Late Interaction Makes Jina-ColBERT Transparent AI explainability and transparency are hot topics. How can we trust AI if we can't see how it works? Jina-ColBERT shows you how, with the right model architecture, you can easily make your AI spill its secrets.May 13, 2024 • 5 minutes read Albus by Springworks: Empowering Employees with Enterprise Search Learn how a leading HR-tech startup uses Jina AI’s models to talk with structured and unstructured data.April 29, 2024 • 7 minutes read Jina Embeddings and Reranker on Azure: Scalable Business-Ready AI Solutions Jina Embeddings and Rerankers are now available on Azure Marketplace. Enterprises that prioritize privacy and security can now easily integrate Jina AI's state-of-the-art models right in their existing Azure ecosystem.February 19, 2024 • 16 minutes read What is ColBERT and Late Interaction and Why They Matter in Search? Jina AI's ColBERT on Hugging Face has set Twitter abuzz, bringing a fresh perspective to search with its 8192-token capability. This article unpacks the nuances of ColBERT and ColBERTv2, showcasing their innovative designs and why their late interaction feature is a game-changer for search.
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- Released
- 2024-02-17
- Parameters
- 137M
- Context length
- 8K tokens
- Output dimensions
- 128
- Inputs
- text
- Languages
- en
- Outputs
- multi-vector
- Availability
- api · huggingface · aws · azure · airgapped
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The catalog lists 128 output dimensions. Supported dimensions and input types depend on the model; check the request schema before switching a production index.
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Catalog checked on September 7, 2026. This is an independently prepared Chatsax guide to Jina models.