---
pipeline_tag: other
tags:
- minecraft
- action prediction
language:
- en
---

# 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://aclanthology.org/2024.findings-emnlp.374/

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