Update README.md

README.md

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 ## Model Details
 
-### Model Description
+Phikon is a self-supervised learning model for histopathology. 
 
-<!-- Provide a longer summary of what this model is. -->
+To learn more about how to use the model, we encourage you to read our blog post and view this Colab notebook.
 
-{{ model_description | default("", true) }}
+### Model Description
 
-- **Developed by:** {{ developers | default("[More Information Needed]", true)}}
-- **Funded by [optional]:** {{ funded_by | default("[More Information Needed]", true)}}
-- **Shared by [optional]:** {{ shared_by | default("[More Information Needed]", true)}}
-- **Model type:** {{ model_type | default("[More Information Needed]", true)}}
-- **Language(s) (NLP):** {{ language | default("[More Information Needed]", true)}}
-- **License:** {{ license | default("[More Information Needed]", true)}}
-- **Finetuned from model [optional]:** {{ finetuned_from | default("[More Information Needed]", true)}}
+- **Developed by:** Owkin
+- **Funded by:** Owkin and CNRS
+- **Model type:** Vision Transformer
+- 
 
 
 ## Uses
 
-<!-- Address questions around how the model is intended to be used, including the foreseeable users of the model and those affected by the model. -->
-
 ### Direct Use
 
-<!-- This section is for the model use without fine-tuning or plugging into a larger ecosystem/app. -->
-
-{{ direct_use | default("[More Information Needed]", true)}}
-
-### Downstream Use [optional]
-
-<!-- This section is for the model use when fine-tuned for a task, or when plugged into a larger ecosystem/app -->
-
-{{ downstream_use | default("[More Information Needed]", true)}}
+The primary use of the Phikon model can be used for feature extraction from histology image tiles. 
 
-### Out-of-Scope Use
+### Downstream Use 
 
-<!-- This section addresses misuse, malicious use, and uses that the model will not work well for. -->
+The model can be used for cancer classification on a variety of cancer subtypes. The model can also be finetuned to specialise on cancer subtypes.
 
-{{ out_of_scope_use | default("[More Information Needed]", true)}}
 
 ## Technical Specifications