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Parent(s):
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Create utils.py
Browse files- gemmacode/utils.py +19 -0
gemmacode/utils.py
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import torch
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def generate_code(model, tokenizer, idea):
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input_text = f"""
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# Idea: {idea}
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# Code:
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"""
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input_ids = tokenizer.encode(input_text, return_tensors="pt")
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output_sequences = model.generate(
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input_ids=input_ids,
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max_length=1024,
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num_return_sequences=1,
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no_repeat_ngram_size=2,
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early_stopping=True,
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)
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generated_code = tokenizer.decode(output_sequences[0], skip_special_tokens=True)
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return generated_code
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