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from transformers import pipeline | |
import gradio as gr | |
import torch | |
from transformers import AutoTokenizer, AutoModelForSequenceClassification | |
model_name="distilbert-base-uncased-finetuned-sst-2-english" | |
tokenizer = AutoTokenizer.from_pretrained(model_name) | |
model = AutoModelForSequenceClassification.from_pretrained(model_name) | |
classifier = pipeline("sentiment-analysis",model=model, tokenizer=tokenizer) | |
def get_sentiment(input_text): | |
return classifier(input_text) | |
iface=gr.Interface(fn=get_sentiment, inputs="text" ,outputs=["text"], title="Sentiment Analysis",description="Get Sentiment Negative & Positive for given input") | |
iface.launch(inline=False) |