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from huggingface_hub import notebook_login
from datasets import load_dataset
from transformers import AutoModelForSequenceClassification
model = AutoModelForSequenceClassification.from_pretrained("DioLiu/autotrain-test-2940485233")
from transformers import AutoTokenizer
model_checkpoint = "distilbert-base-uncased"
tokenizer = AutoTokenizer.from_pretrained("DioLiu/autotrain-test-2940485233")
from transformers import pipeline
import gradio as gr
from transformers import pipeline
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")
iface.launch(inline = False,share=True) |