lucataco / moondream2

moondream2 is a small vision language model designed to run efficiently on edge devices

  • Public
  • 217.3K runs
  • GitHub
  • License
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Playground API Examples README Versions

Run time and cost

This model costs approximately $0.016 to run on Replicate, or 62 runs per $1, but this varies depending on your inputs. It is also open source and you can run it on your own computer with Docker.

This model runs on Nvidia A40 GPU hardware. Predictions typically complete within 28 seconds. The predict time for this model varies significantly based on the inputs.

Readme

Moondream2

moondream2 is a small vision language model designed to run efficiently on edge devices. Check out the GitHub repository for details, or try it out on the Hugging Face Space!

Benchmarks

Release VQAv2 GQA TextVQA DocVQA TallyQA
(simple/full)		 POPE
(rand/pop/adv)
2024-07-23 (latest) 79.4 64.9 60.2 61.9 82.0 / 76.8 91.3 / 89.7 / 86.9
2024-05-20 79.4 63.1 57.2 30.5 82.1 / 76.6 91.5 / 89.6 / 86.2
2024-05-08 79.0 62.7 53.1 30.5 81.6 / 76.1 90.6 / 88.3 / 85.0
2024-04-02 77.7 61.7 49.7 24.3 80.1 / 74.2 -
2024-03-13 76.8 60.6 46.4 22.2 79.6 / 73.3 -
2024-03-06 75.4 59.8 43.1 20.9 79.5 / 73.2 -
2024-03-04 74.2 58.5 36.4 - - -

Usage

The model is updated regularly, so we recommend pinning the model version to a specific release as shown above.