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764 Bytes
| import transformers | |
| 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() |