Update README.md

README.md

@@ -8,4 +8,26 @@ base_model:
 - allenai/led-base-16384
 pipeline_tag: summarization
 library_name: transformers
----
+---
+
+# Longformer fine-tuned to summarize Terms of Service
+Terms of Service documents are lengthy, complex, and time-consuming to read. Due to its vague language, people often don’t understand what they are agreeing to. Hence, we have fine-tuned Longformer model to help summarize TOS and make it easy to read and understand.
+
+This model is a fine-tuned version of [`allenai/led-base-16384`](https://huggingface.co/allenai/led-base-16384) 
+Dataset used: TL;DRLegal and TOS;DR website
+It achieves the following results on the validation set:
+ROUGE-1: 0.28
+ROUGE-2: 0.13
+ROUGE-L: 0.27
+
+## How to Use
+
+```python
+from transformers import AutoTokenizer, AutoModelForSequenceClassification
+
+tokenizer = AutoTokenizer.from_pretrained("aarushi-211/TOS-Longformer")
+model = AutoModelForSequenceClassification.from_pretrained("aarushi-211/TOS-Longformer")
+
+inputs = tokenizer("Your input text here", return_tensors="pt", truncation=True)
+outputs = model(**inputs)
+logits = outputs.logits