update readme

README.md

@@ -7,14 +7,14 @@ This repository contains the model weights and configuration files for the [**Sp
 > [!Note]
 > These model weights have been **reproduced** with the released code and yield slightly different evaluation results compared to those reported in the original paper.
 
-## Model Card
+# Model Card
 
-| dataset | :hugs: hf model repo | params |
+| dataset | 🤗 hf model repo | params |
 |:--:|:--:|:--:|
-| Animal-Faces | [`sphere-l-af`](sphere-l-af) | 642M |
-| Oxford-Flowers | [`sphere-l-of`](sphere-l-of) | 948M |
-| ImageNet | [`sphere-l-imagenet`](sphere-l-imagenet) | 950M |
-| ImageNet | [`sphere-xl-imagenet`](sphere-xl-imagenet) | 1.3B |
+| Animal-Faces | [`sphere-l-af`](https://huggingface.co/kaiyuyue/sphere-encoder-models/tree/main/sphere-l-af) | 642M |
+| Oxford-Flowers | [`sphere-l-of`](https://huggingface.co/kaiyuyue/sphere-encoder-models/tree/main/sphere-l-of) | 948M |
+| ImageNet | [`sphere-l-imagenet`](https://huggingface.co/kaiyuyue/sphere-encoder-models/tree/main/sphere-l-imagenet) | 950M |
+| ImageNet | [`sphere-xl-imagenet`](https://huggingface.co/kaiyuyue/sphere-encoder-models/tree/main/sphere-xl-imagenet) | 1.3B |
 
 Download model checkpoints and put them in `./workspace/experiments`.
 The directory tree should look like this:
@@ -29,7 +29,9 @@ The directory tree should look like this:
 |── sphere-xl-imagenet
 ```
 
-## Evaluation Results 
+<br>
+
+# Evaluation Results 
 
 Evaluate **ImageNet** models with `CFG = 1.4`: