Update README.md

README.md

@@ -2,3 +2,15 @@
 license: apache-2.0
 ---
 Text Detoxification Task is a process of transforming the text with toxic style into the text with the same meaning but with neutral style
+
+# Load model directly
+from transformers import AutoTokenizer, AutoModelForSeq2SeqLM
+
+device = 'cuda' if torch.cuda.is_available() else 'cpu'
+
+tokenizer = AutoTokenizer.from_pretrained("the-hir0/t5-small-detoxify")
+model = AutoModelForSeq2SeqLM.from_pretrained("the-hir0/t5-small-detoxify").to(device)
+
+  input_ids = tokenizer(inference_request, return_tensors="pt", padding=True).input_ids.to(device)
+  outputs = model.generate(input_ids=input_ids)
+  return tokenizer.batch_decode(outputs, skip_special_tokens=True,temperature=0)