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Create llama.py

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  1. llama.py +16 -0
llama.py ADDED
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+ import torch
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+ from transformers import LLaMAForCausalLM, LLaMATokenizer
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+
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+ model_name = "llama-3.1"
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+ tokenizer = LLaMATokenizer.from_pretrained(model_name)
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+ model = LLaMAForCausalLM.from_pretrained(model_name)
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+
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+ def analyze_code(code):
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+ # Preprocess code for LLaMA 3.1
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+ inputs = tokenizer.encode_plus(code, return_tensors="pt")
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+
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+ # Run code analysis using LLaMA 3.1
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+ outputs = model.generate(inputs["input_ids"], max_length=512)
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+
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+ # Return analyzed code representation
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+ return outputs.last_hidden_state