the-hir0/pegasus-detoxify

Text Detoxification Task is a process of transforming the text with toxic style into the text with the same meaning but with neutral style

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)