Jina AIJina CLIP

Jina CLIP v1

Jina CLIP v1 aligns English text and images while also supporting text-to-text retrieval. Its training addresses a weakness of conventional CLIP models, whose image alignment does not automatically make them strong text retrievers.

How the model works

The model combines text and vision encoders in a shared representation. Its card compares both cross-modal and text-only retrieval, rather than relying on image classification alone. Jina later expanded the design with multilingual text, larger image inputs and adjustable vector width in CLIP v2.Jina CLIP v1 model details

Use and access

The v1 weights use Apache 2.0 and include Transformers, Sentence Transformers and JavaScript examples. The model card warns that text-text similarity tends to be larger than text-image similarity. An application that mixes these scores should therefore evaluate its combination rule instead of assuming they have the same scale.Jina CLIP v1 model detailsJina CLIP v1 technical overview

Specifications & access

Jina CLIP v1 specifications
DetailValue and conditions
Launch date
AccessDownloadable
Model identifiersjina-clip-v1jinaai/jina-clip-v1
Weight licenseApache 2.0Jina CLIP v1 model details

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