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19 Feb 2024 - 08:38 pm

How can I find or create a large language model (LLM) that is specialized in generating Java code, especially for the Spring Boot framework? I am not satisfied with the general performance of existing LLMs such as GPT-4, GitHub Copilot, DeepSeek Coder, or Code Llama 34B, which seem to favor Python over Java. I also do not want to use AutoGPT, which is too costly and requires OpenAI's API. I am interested in using Google Gemini's API, which is free and claims to be better than GPT-3.5, but I do not know any AutoGPT framework that is compatible with Gemini. Is there any existing solution for my problem, or do I need to fine-tune an LLM myself on a large Java dataset? If so, what are the best practices and tools for fine-tuning LLMs on Java?

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