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moondream2-llamafile
cjpais/moondream2-llamafile
moondream2-llamafile is a image-text-to-text model from cjpais. Use it for the image-text-to-text task on the model card, and read the license before you ship it in a product. The card lists the license as apache-2.0.
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Repo size
15.1 GB
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32
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.llamafile10.8 GB · 63%
At a glance
- Task
- Image-Text-to-Text
- License
- apache-2.0
- Access
- Public
- Created
- Apr 26, 2024
- Updated
- May 9, 2024
- SHA
- 8abde7e7
Try a prompt
Base models
Model card
From the Hugging Face model README
A llamafile generated for moondream2
Big thanks to @jartine and @vikhyat for their respective works on llamafile and moondream
How to Run (on macos and linux)
- Download moondream2.llamafile
chmod +x moondream2.llamafile- make it executable./moondream2.llamafile- run the llama.cpp server
Versions
From my short testing the Q8 is noticeably better.
ORIGINAL MODEL CARD
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 | TallyQA (simple) | TallyQA (full) |
|---|---|---|---|---|---|
| 2024-03-04 | 74.2 | 58.5 | 36.4 | - | - |
| 2024-03-06 | 75.4 | 59.8 | 43.1 | 79.5 | 73.2 |
| 2024-03-13 | 76.8 | 60.6 | 46.4 | 79.6 | 73.3 |
| 2024-04-02 (latest) | 77.7 | 61.7 | 49.7 | 80.1 | 74.2 |
Usage
pip install transformers einops
from transformers import AutoModelForCausalLM, AutoTokenizer
from PIL import Image
model_id = "vikhyatk/moondream2"
revision = "2024-04-02"
model = AutoModelForCausalLM.from_pretrained(
model_id, trust_remote_code=True, revision=revision
)
tokenizer = AutoTokenizer.from_pretrained(model_id, revision=revision)
image = Image.open('<IMAGE_PATH>')
enc_image = model.encode_image(image)
print(model.answer_question(enc_image, "Describe this image.", tokenizer))
The model is updated regularly, so we recommend pinning the model version to a specific release as shown above.
- Task
- Image-Text-to-Text
- License
- apache-2.0
- Created
- Apr 26, 2024
- Updated
- May 9, 2024