bharat-raghunathan
commited on
Commit
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165591c
1
Parent(s):
2652a5e
Create app v0.1
Browse files
app.py
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import gradio as gr
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from transformers import AutoModelForSequenceClassification, AutoTokenizer
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def lyrics_categories(input_text):
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spotify_model = "spotify/autonlp-huggingface-demo-song-lyrics-18923587"
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model = AutoModelForSequenceClassification.from_pretrained(spotify_model, use_auth_token=True)
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tokenizer = AutoTokenizer.from_pretrained(spotify_model, use_auth_token=True)
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inputs = tokenizer(input_text, return_tensors="pt")
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outputs = model(**inputs)
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iface = gr.Interface(fn=lyrics_categories,
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inputs=gr.inputs.Textbox(lines=7, placeholder="Enter song lyrics here..."),
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outputs="text")
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iface.launch()
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