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@alperbayram
Last active February 27, 2022 14:10
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app.py
import gradio as gr
from transformers import AutoModelForSequenceClassification, AutoTokenizer, pipeline
model = AutoModelForSequenceClassification.from_pretrained("savasy/bert-base-turkish-sentiment-cased")
tokenizer = AutoTokenizer.from_pretrained("savasy/bert-base-turkish-sentiment-cased")
def greet(text):
pipe = pipeline("sentiment-analysis", tokenizer=tokenizer, model=model)
return pipe(text)[0]['label']
iface = gr.Interface(fn=greet, inputs=gr.inputs.Textbox(placeholder="Lütfen Cümle Giriniz...", lines=5), outputs="text")
iface.launch()
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