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Setup for VAB-Minecraft

Installation

  1. We have tested on Ubuntu. VAB-Minecraft requires at least 4 GB NVIDIA GPU and NVIDIA GPU driver version >= 530.30.02.

  2. Besides docker, install NVIDIA container toolkit on your machine.

  3. Get pre-built docker image.

    • If you have access to docker hub:

      docker pull tianjiezhang/vab_minecraft:latest

    • Or you can download from ModelScope.

      1. Make sure git-lfs is installed.

      2. Download from ModelScope:

        git lfs install

git clone https://www.modelscope.cn/datasets/VisualAgentBench/VAB-Minecraft.git

      3. Load the docker image from ModelScope dataset.

        docker load -i VAB-Minecraft/vab_minecraft.tar

  4. Download weights of Steve-1 to data/minecraft. Please make sure you have access to google drive.

    python scripts/minecraft_download.py

Get Started

According to your hardware equipment, fill available_ports and available_devices in the task configuration file configs/tasks/minecraft.yaml.

  • available_ports: Please fill in available ports in your machine. Each concurrent docker container requires 1 port for communication with the task server. Ensure that you provide enough ports to accommodate the expected concurrency.

  • available_devices: Please fill in GPU IDs and their corresponding capability of concurrency. Each concurrent docker container occupies about 3.3 GB memory. Ensure that you provide enough GPU memory to accommodate the expected concurrency.

Note: If you manually shut down the task server and assigner, please ensure you also stop the Minecraft containers to free up the ports!