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import gradio as gr
import transformers
from transformers import AutoModelForSequenceClassification, AutoTokenizer
from transformers import pipeline
model = AutoModelForSequenceClassification.from_pretrained('mrcoombes/distilbert-wikipedia-pokemon')
tokenizer = AutoTokenizer.from_pretrained('distilbert-base-uncased')
classifier = pipeline('text-classification', model = model, tokenizer=tokenizer, return_all_scores=True)
clf = lambda x: sorted(classifier(x)[0], key=lambda y: y['score'], reverse=True)
demo = gr.Interface(fn=clf, inputs="text", outputs="text")
demo.launch() |