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README.md

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 **Torii Gate** is a fine tune of [Idefics3](https://huggingface.co/HuggingFaceM4/Idefics3-8B-Llama3) designed for captioning of anime images.
 
-Comapred to the base model it has significantly better scene understanding, less hallucinations and no censorship.
+Compared to the base model it has significantly better scene understanding, less hallucinations and no censorship.
 
 For version 0.1 alpha dataset of 20k anime pictures, captioned and processed with Claude 3.0 opus/Claude 3.5 Sonet/GPT-4o have been used.