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NOTE: This is not a production-ready checkpoint.

from huggingface_hub import snapshot_download
snapshot_download(
    repo_id="BLIP3o/BLIP3o-Model-4B",
    repo_type="model"
)

Clone the repo (if you haven’t already) and install the environment:

git clone https://github.com/JiuhaiChen/BLIP3o.git

Then run inference with

python inference.py /path/to/checkpoint