updated-added more information

README.md

@@ -11,21 +11,22 @@ should probably proofread and complete it, then remove this comment. -->
 
 # output
 
-This model is a fine-tuned version of [pretrained_weights/clip-allenai](https://huggingface.co/pretrained_weights/clip-allenai) on an unknown dataset.
+This model is a fine-tuned version of [openai/clip-vit-base-patch32](https://huggingface.co/openai/clip-vit-base-patch32) as Vision model and [allenai/scibert_scivocab_uncased](https://huggingface.co/allenai/scibert_scivocab_uncased) as Text model on ROCO dataset.
 It achieves the following results on the evaluation set:
 - Loss: 0.6386
 
 ## Model description
 
-More information needed
+Fine tuning CLIP model on Radiology images and their captions
 
 ## Intended uses & limitations
 
-More information needed
+- Zero-shot classification
+- Image Retrieval
 
 ## Training and evaluation data
 
-More information needed
+ROCO dataset 
 
 ## Training procedure