Fix read me (#19)

README.md

@@ -31,17 +31,15 @@ which can be super useful for monitoring the GPU and CPU usage on Apple Silicon
 MLX Transformers provides a streamlit chat interface that can be used to interact with the models.
 This template was adopted from https://github.com/da-z/mlx-ui.
 
+![Chat Image](images/mlx_transformer_chat.png)
+
 The chat interface is available in the `mlx_transformers/chat` module and can be used as follows:
 
 ```bash
 - cd chat
 - bash start.sh
 ```
 
-[image](images/mlx_transformer_chat.png)
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-
-
 ## Quick Tour
 
 A list of the available models can be found in the `mlx_transformers.models` module and are also listed in the [section below](#available-model-architectures). The following example demonstrates how to load a model and use it for inference: