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Update codegen.py
Browse files- codegen.py +7 -8
codegen.py
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@@ -1,23 +1,22 @@
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import transformers
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from transformers import pipeline
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def generate(idea):
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"""
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Args:
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idea: The idea for the code to be generated.
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The generated code
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"""
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# Load the code generation model
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model_name = "bigscience/T0_3B" # Use a model that works for code generation
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model = transformers.AutoModelForCausalLM.from_pretrained(model_name)
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tokenizer = transformers.AutoTokenizer.from_pretrained(model_name)
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# Generate the code
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# Generate the code
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input_text = f"""
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# Idea: {idea}
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# Example usage
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idea = "Write a Python function to calculate the factorial of a number"
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code = generate(idea)
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print(code)
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import transformers
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from transformers import pipeline
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def generate(idea):
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"""
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Generates code based on a given idea using the bigscience/T0_3B model.
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Args:
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idea (str): The idea for the code to be generated.
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Returns:
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str: The generated code.
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"""
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# Load the code generation model
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model_name = "bigscience/T0_3B" # Use a model that works for code generation
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model = transformers.AutoModelForCausalLM.from_pretrained(model_name)
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tokenizer = transformers.AutoTokenizer.from_pretrained(model_name)
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# Generate the code
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input_text = f"""
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# Idea: {idea}
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# Example usage
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idea = "Write a Python function to calculate the factorial of a number"
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code = generate(idea)
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print(code)
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