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.
Runs of cjpais moondream2-llamafile on huggingface.co
536
Total runs
-2
24-hour runs
-8
3-day runs
-12
7-day runs
258
30-day runs
More Information About moondream2-llamafile huggingface.co Model
moondream2-llamafile huggingface.co is an AI model on huggingface.co that provides moondream2-llamafile's model effect (), which can be used instantly with this cjpais moondream2-llamafile model. huggingface.co supports a free trial of the moondream2-llamafile model, and also provides paid use of the moondream2-llamafile. Support call moondream2-llamafile model through api, including Node.js, Python, http.
moondream2-llamafile huggingface.co is an online trial and call api platform, which integrates moondream2-llamafile's modeling effects, including api services, and provides a free online trial of moondream2-llamafile, you can try moondream2-llamafile online for free by clicking the link below.
cjpais moondream2-llamafile online free url in huggingface.co:
moondream2-llamafile is an open source model from GitHub that offers a free installation service, and any user can find moondream2-llamafile on GitHub to install. At the same time, huggingface.co provides the effect of moondream2-llamafile install, users can directly use moondream2-llamafile installed effect in huggingface.co for debugging and trial. It also supports api for free installation.
moondream2-llamafile install url in huggingface.co: