---
tags:
- transformers
- xlm-roberta
- eva02
- clip
library_name: transformers
license: cc-by-nc-4.0
language:
  - multilingual
  - af
  - am
  - ar
  - as
  - az
  - be
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  - br
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  - zh
---

# Jina CLIP

Core implementation of Jina CLIP. The model uses:
* the [EVA 02](https://github.com/baaivision/EVA/tree/master/EVA-CLIP/rei/eva_clip) architecture for the vision tower
* the [Jina XLM RoBERTa with Flash Attention](https://huggingface.co/jinaai/xlm-roberta-flash-implementation) model as a text tower

## Models that use this implementation

- [jinaai/jina-clip-v2](https://huggingface.co/jinaai/jina-clip-v2)
- [jinaai/jina-clip-v1](https://huggingface.co/jinaai/jina-clip-v1)

## Requirements

To use the Jina CLIP source code, the following packages are required:
* `torch`
* `timm`
* `transformers`
* `einops`
* `xformers` to use x-attention
* `flash-attn` to use flash attention
* `apex` to use fused layer normalization