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Nebula: A Minecraft Neural Builder

Nebula is an LLM (Llama3-8B) finetuned on the minecraft action prediction task (https://aclanthology.org/2020.acl-main.232/).

Model Details

We provide two variants of the model: Nebula-baseline, which was trained on minecraft data set; and Nebula-synth, which was trained on level-1 and level-2 synthetic data along with the minecraft data set. Both the models achieve similar net-action F1 score on minecraft test set.

Model Description

  • Language(s) (NLP): English
  • Finetuned from model: Llama3-8B

Model Sources

Paper: https://arxiv.org/abs/2406.18164

Video: https://www.youtube.com/watch?v=KPimwAbLoPM

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