Update README.md

README.md

@@ -8,7 +8,7 @@ datasets:
 - coco2017
 ---
 
-# CLIP-small
+# Tiny CLIP
 ## Introduction
 This is a smaller version of CLIP trained for EN only. The training script can be found [here](https://www.kaggle.com/code/sachin/tiny-en-clip/). This model is roughly 8 times smaller than CLIP. This was achieved by using a small text model (`microsoft/xtremedistil-l6-h256-uncased`) and a small vision model (`edgenext_small`). For a in-depth guide of training CLIP see [this blog](https://sachinruk.github.io/blog/pytorch/pytorch%20lightning/loss%20function/gpu/2021/03/07/CLIP.html).
 
@@ -16,8 +16,8 @@ This is a smaller version of CLIP trained for EN only. The training script can b
 For now this is the recommended way to use this model
 ```
 git lfs install 
-git clone https://huggingface.co/sachin/CLIP-small
-cd CLIP-small
+git clone https://huggingface.co/sachin/tiny_clip
+cd tiny_clip
 ```
 Once you are in the folder you could do the following:
 ```python