Improving Search Quality for Non-English Queries with Fine-tuned Multilingual CLIP Models

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  • finetuner

    :dart: Task-oriented embedding tuning for BERT, CLIP, etc.

    Very recently, a few non-English and multilingual CLIP models have appeared, using various sources of training data. In this article, we’ll evaluate a multilingual CLIP model’s performance in a language other than English, and show how you can improve it even further using Jina AI’s Finetuner.

  • docarray

    Represent, send, store and search multimodal data

    The German Fashion12k dataset is available for free use by the Jina AI community. After logging into Jina AI Cloud, you can download it directly in DocArray format:

  • WorkOS

    The modern identity platform for B2B SaaS. The APIs are flexible and easy-to-use, supporting authentication, user identity, and complex enterprise features like SSO and SCIM provisioning.

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