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5ac86dd
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Parent(s):
e0a93d8
Create app.py
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app.py
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import streamlit as st
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from transformers import AutoTokenizer, AutoModelWithLMHead
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from transformers import pipeline
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model_ckpt = "flax-community/gpt2-rap-lyric-generator"
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tokenizer = AutoTokenizer.from_pretrained(model_ckpt,from_flax=True)
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model = AutoModelWithLMHead.from_pretrained(model_ckpt,from_flax=True)
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text_generation = pipeline("text-generation", model=model, tokenizer=tokenizer)
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prefix_text = st.text_input("Enter the prefix text", default_value_goes_here)
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generated_text= text_generation(prefix_text, max_length=500, do_sample=True)[0]
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st.write(generated_text['generated_text'])
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