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import gradio as gr
from transformers import pipeline
from transformers import AutoTokenizer, AutoModelForSequenceClassification
tokenizer = AutoTokenizer.from_pretrained("savasy/bert-turkish-text-classification")
model = AutoModelForSequenceClassification.from_pretrained("savasy/bert-turkish-text-classification")
def classify(text):
cls= pipeline("text-classification",model=model, tokenizer=tokenizer)
return cls(text)[0]['label']
gr.Interface(fn=classify, inputs=["textbox"], outputs="label").launch()