cjpais / moondream2-llamafile

huggingface.co
Total runs: 536
24-hour runs: -2
7-day runs: -12
30-day runs: 258
Model's Last Updated: 2024年5月9日
image-text-to-text

Introduction of moondream2-llamafile

Model Details of moondream2-llamafile

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)
  1. Download moondream2.llamafile
  2. chmod +x moondream2.llamafile - make it executable
  3. ./moondream2.llamafile - run the llama.cpp server
Versions
  1. Q5_M
  2. Q8_0

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

More moondream2-llamafile license Visit here:

https://choosealicense.com/licenses/apache-2.0

moondream2-llamafile huggingface.co

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 Url

https://huggingface.co/cjpais/moondream2-llamafile

cjpais moondream2-llamafile online free

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:

https://huggingface.co/cjpais/moondream2-llamafile

moondream2-llamafile install

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:

https://huggingface.co/cjpais/moondream2-llamafile

Url of moondream2-llamafile

moondream2-llamafile huggingface.co Url

Provider of moondream2-llamafile huggingface.co

cjpais
ORGANIZATIONS

Other API from cjpais

huggingface.co

Total runs: 624
Run Growth: 486
Growth Rate: 78.39%
Updated: 2024年10月16日