Update README.md

README.md

@@ -17,12 +17,11 @@ This model aims to classify a diagnosis into an ICPC-2 code.
 The model was trained on health diagnosis data and ICPC-2 codes, as well as mappings to ICD-10, available at:
 https://huggingface.co/datasets/diogocarapito/text-to-icpc2
 
-The model was trained using the Hugging Face Transformers library, based on the pre-trained bert-base-uncased model, and is available at:
-https://huggingface.co/diogocarapito/text-to-icpc2
-
 This project was developed by Diogo Carapito with the support of a research grant from AICIB and APMGF, as part of the Family Medicine residency program.
 
-Project GitHub: https://github.com/DiogoCarapito/text-to-icpc2
+Project GitHub: [https://github.com/DiogoCarapito/text-to-icpc2](https://github.com/DiogoCarapito/text-to-icpc2)
+
+Demo: [text-to-icpc2.com](text-to-icpc2.com)
 
 ## Model Details
 
@@ -31,11 +30,11 @@ Project GitHub: https://github.com/DiogoCarapito/text-to-icpc2
 - **Developed by:** Diogo Carapito
 - **Funded by:** AICIB and APMGF
 - **Model type:** text-classification
-- **Language(s) (NLP):** [More Information Needed]
+<!-- - **Language(s) (NLP):** [More Information Needed] -->
 - **License:** apache-2.0
 - **Finetuned from model:** google-bert/bert-base-uncased
 
 ### Model Sources [optional]
 
 - **Repository:** [https://github.com/DiogoCarapito/text-to-icpc2](https://github.com/DiogoCarapito/text-to-icpc2)
-- **Demo [optional]:** [text-to-icpc2.com](text-to-icpc2.com)
+- **Demo:** [text-to-icpc2.com](text-to-icpc2.com)