Update README.md

README.md

@@ -4,12 +4,10 @@ language:
 - en
 pipeline_tag: text2text-generation
 ---
-# Model Card for Model ID
+# News2Topic-T5-base
 
 ## Model Details
 
-### Model Description
-
 - **Model type:** Text-to-Text Generation
 - **Language(s) (NLP):**  English
 - **License:** MIT License
@@ -26,22 +24,14 @@ from transformers import pipeline
 
 pipe = pipeline("text2text-generation", model="textgain/News2Topic-T5-base")
 
-```
-# Example usage
-
-```
 news_text = "Your news text here."
 print(pipe(news_text))
 ```
 
 ## Training Details
 
-### Training Data
-
 The News2Topic T5-base model was trained on a 21K sample of the "newsroom" dataset annotated with synthetic data generated by GPT-3.5-turbo
 
-### Training Procedure
-
 The model was trained for 3 epochs, with a learning rate of 0.00001, a maximum sequence length of 512, and a training batch size of 12.
 
 ## Citation