Update app.py

app.py

@@ -187,7 +187,7 @@ with gr.Blocks(title="Beat the AI", theme=gr.themes.Base(), css=css) as demo:
         """
         # Can you beat the AI at RAVEN puzzles?
 
-        *This demo features an early fine-tuned version of our forth-coming Idefics2 model. The model was specifically fine-tuned on the [RAVEN](https://huggingface.co/datasets/HuggingFaceM4/RAVEN) dataset and reached 91% accuracy on the validation set.*
+        *This demo features an early fine-tuned version of our forthcoming Idefics2 model (read about idefics1 [here](https://huggingface.co/HuggingFaceM4/idefics-80b-instruct). The model was specifically fine-tuned on the [RAVEN](https://huggingface.co/datasets/HuggingFaceM4/RAVEN) dataset and reached 91% accuracy on the validation set.*
 
         RAVE Progressive Matrices are abstract visual reasoning puzzles. The panels describe logical sequences of shapes and colors (row by row). One is asked to find the option that completes the 3rd sequence following the same logic described by the first two sequences. We recommend looking at the images on a full screen with enough brightness given that some options differ by small differences in sizes and nuances of colors.