I'm trying to generate procedural material with LLMs

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I'm trying to fine-tune Llama 3 8b for generating blender node trees like in the image, ı have 2.5k training examples. the problem is that after the training results were not good, it is mistaking the indexes of nodes, and doesn't know where to finish the code. Is there any better way to accomplish my goal ? thanks

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