Update README.md

README.md

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 ## Model Description
-**Git-base-One-Piece** is a fine-tuned variant of Microsoft's **git-base** model, specifically trained for the task of generating descriptive text captions for images from the **One-Piece-anime-captions**'** dataset. 
+**Git-base-One-Piece** is a fine-tuned variant of Microsoft's **git-base** model, specifically trained for the task of generating descriptive text captions for images from the **One-Piece-anime-captions** dataset. 
 
 The dataset consists of **856 {image: caption}** pairs, providing a substantial and diverse training corpus for the model.
 
@@ -33,7 +33,7 @@ The model is conditioned on both CLIP image tokens and text tokens and employs a
 ![image/jpeg](https://cdn-uploads.huggingface.co/production/uploads/6338c06c107c4835a05699f9/N_yNK2tLabtwmSYAqpTEp.jpeg)
 
 ## Limitations
-+ The quality of generated captions may vary depending on the complexity and diversity of images from the 'One-Piece-anime-captions' dataset.
++ The quality of generated captions may vary depending on the complexity and diversity of images from the **One-Piece-anime-captions** dataset.
 + The model's output is based on the data it was fine-tuned on, so it may not generalize well to images outside the dataset's domain.
 Generating highly detailed or contextually accurate captions may still be a challenge.