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introduction.md

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 # Italian CLIP
 
-CLIP [Radford et al., 2021](https://arxiv.org/abs/2103.00020) is an amazing model that can learn to represent images and text jointly in the samp space.
+CLIP ([Radford et al., 2021]https://arxiv.org/abs/2103.00020)) is an amazing model that can learn to represent images and text jointly in the samp space.
 
 In this project, we aim to propose the first CLIP model trained on Italian data, that in this context can be considered a
 low resource language. Using a few smart techniques, we have been able to fine-tune a SOTA Italian CLIP model with **only 1.4 million** training samples. Our Italian CLIP model