Update README.md

README.md

@@ -8,14 +8,12 @@ inference:
     repetition_penalty: 10.0
     diversity_penalty: 3.01
     no_repeat_ngram_size: 2
-    temperature: 0.9
+    temperature: 0.8
     max_length: 128
 widget:
 - text: >-
-    Jumping on the bandwagon in the artificial intelligence race, Meta has
-    started rolling out AI chatbot feature for its social networking sites
-    WhatsApp and Instagram across India and Africa, India Today reported.
-  example_title: 1st - Meta News
+    Deep learning is a type of machine learning and artificial intelligence (AI) that imitates the way humans gain certain types of knowledge.
+  example_title: Deep learning
 ---
 
 
@@ -37,9 +35,22 @@ This repository contains a fine-tuned text-rewriting model based on the T5-Base
 
 ## Getting Started:
 
-(Instructions on how to use the model will be added here. 
-This section may include specific requirements, code examples, or links to 
-documentation.)
+```python
+from transformers import AutoTokenizer, AutoModelForSeq2SeqLM
+
+# Replace 'YOUR_TOKEN' with your actual Hugging Face access token
+tokenizer = AutoTokenizer.from_pretrained("Ateeqq/Text-Rewriter-Paraphraser", token='YOUR_TOKEN')
+model = AutoModelForSeq2SeqLM.from_pretrained("Ateeqq/Text-Rewriter-Paraphraser", token='YOUR_TOKEN')
+```
+```python
+text = "Data science is a field that deals with extracting knowledge and insights from data. "
+
+inputs = tokenizer(text, return_tensors="pt")
+
+output = model.generate(**inputs, max_length=50)
+
+print(tokenizer.decode(output[0]))
+```
 
 **Disclaimer:**