from transformers import pipeline, LongformerForSequenceClassification, LongformerTokenizer, Trainer import gradio as gr def predict_fn(text: str) -> str: model = LongformerForSequenceClassification.from_pretrained("model") tokenizer = LongformerTokenizer.from_pretrained("allenai/longformer-base-4096") p = pipeline("sentiment-analysis", model=model, tokenizer=tokenizer) return p(text)[0]["label"] gr.Interface(predict_fn, "textbox", "label").launch()