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Update app.py
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app.py
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@@ -8,8 +8,11 @@ import os
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load_dotenv()
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# Load the model and tokenizer
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tokenizer = AutoTokenizer.from_pretrained("google/gemma-2b")
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model = AutoModelForCausalLM.from_pretrained("google/gemma-2b")
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# Function to generate blog content
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def generate_blog(topic, keywords):
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@@ -26,7 +29,7 @@ def generate_blog(topic, keywords):
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Blog:
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"""
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input_ids = tokenizer(prompt_template, return_tensors="pt", max_length=512, truncation=True)
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outputs = model.generate(input_ids["input_ids"], max_length=800, num_return_sequences=1
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blog_content = tokenizer.decode(outputs[0], skip_special_tokens=True)
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return blog_content
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load_dotenv()
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# Load the model and tokenizer
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#tokenizer = AutoTokenizer.from_pretrained("google/gemma-2b")
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#model = AutoModelForCausalLM.from_pretrained("google/gemma-2b")
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tokenizer = AutoTokenizer.from_pretrained("tiiuae/falcon-rw-1b", trust_remote_code=True)
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model = AutoModelForCausalLM.from_pretrained("tiiuae/falcon-rw-1b", trust_remote_code=True)
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# Function to generate blog content
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def generate_blog(topic, keywords):
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Blog:
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"""
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input_ids = tokenizer(prompt_template, return_tensors="pt", max_length=512, truncation=True)
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outputs = model.generate(input_ids["input_ids"], max_length=800, num_return_sequences=1)
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blog_content = tokenizer.decode(outputs[0], skip_special_tokens=True)
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return blog_content
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