Update README.md

README.md

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 ---
 license: apache-2.0
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+Text Detoxification Task is a process of transforming the text with toxic style into the text with the same meaning but with neutral style
+
+```python
+import torch
+from transformers import AutoTokenizer, AutoModelForSeq2SeqLM
+
+device = 'cuda' if torch.cuda.is_available() else 'cpu'
+
+tokenizer = AutoTokenizer.from_pretrained("the-hir0/pegasus-detoxify")
+model = AutoModelForSeq2SeqLM.from_pretrained("the-hir0/pegasus-detoxify").to(device)
+
+input_ids = tokenizer(inference_request, return_tensors="pt", padding=True).input_ids.to(device)
+outputs = model.generate(input_ids=input_ids)
+tokenizer.batch_decode(outputs, skip_special_tokens=True,temperature=0)
+```