As for the actual LLM part of this project, sammyuri trained their CraftGPT in Python with the TinyChat dataset available via HuggingFace. As this comprises fairly basic English-language conversations ...

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A small language model titled CraftGPT was built in Minecraft without using command blocks or datapacks by a YouTube user 'sammyuri'.