AbdulHadi806 commited on
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Delete app.py

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  1. app.py +0 -27
app.py DELETED
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-
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- import streamlit as st
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- from transformers import pipeline, GPT2LMHeadModel, GPT2Tokenizer
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-
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- # Load pre-trained GPT-2 model and tokenizer
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- model_name = "gpt2"
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- model = GPT2LMHeadModel.from_pretrained(model_name)
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- tokenizer = GPT2Tokenizer.from_pretrained(model_name)
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-
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- # Define function to generate blog post
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- def generate_blogpost(topic):
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- input_text = f"Blog post about {topic}:"
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- input_ids = tokenizer.encode(input_text, return_tensors="pt")
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-
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- # Generate text
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- output = model.generate(input_ids, max_length=500, num_return_sequences=1, no_repeat_ngram_size=2)
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-
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- # Decode and return text
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- generated_text = tokenizer.decode(output[0], skip_special_tokens=True)
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- return generated_text
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-
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- # Example usage
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-
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- topic = "natural language processing"
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-
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- blogpost = generate_blogpost(topic)
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- print(blogpost)