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Tutorial - MiniGPT-4

Give your locally running LLM an access to vision, by running MiniGPT-4 on Jetson!

What you need

  1. One of the following Jetson devices:

    Jetson AGX Orin (64GB) Jetson AGX Orin (32GB) Jetson Orin NX (16GB) Jetson Orin Nano (8GB)

  2. Running one of the following versions of JetPack:

    JetPack 5 (L4T r35.x) JetPack 6 (L4T r36.x)

  3. Sufficient storage space (preferably with NVMe SSD).

  4. Clone and setup jetson-containers:

    git clone
    bash jetson-containers/

Start minigpt4 container with models

To start the MiniGPT4 container and webserver with the recommended models, run this command:

jetson-containers run $(autotag minigpt4) /bin/bash -c 'cd /opt/minigpt4.cpp/minigpt4 && python3 \
  $(huggingface-downloader --type=dataset maknee/minigpt4-13b-ggml/minigpt4-13B-f16.bin) \
  $(huggingface-downloader --type=dataset maknee/ggml-vicuna-v0-quantized/ggml-vicuna-13B-v0-q5_k.bin)'

Then, open your web browser and access http://<IP_ADDRESS>:7860.