README.md

metadata

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)