Download, Install and Run Locally Llama 3.2 Vision LLM From Scratch in Python and Windows

#llama3.2 #llama3 #llama3.1 #machinelearning #computervision

In this machine learning, computer vision, and Large Language Model (LLM) tutorial, we explain how to install, run, and use Llama 3.2 Vision LLM locally in Python and Windows. In particular, we explain how to download all the model files and how to write a minimal Python code demonstrating how to use the model. In this tutorial, we explain how to install and run 11B model, however, everything explained in this tutorial applied to the larger model denoted by 90B.
Llama 3.2 Vision LLM is the newest visual language understanding and image reasoning LLM model. It is developed by Meta AI research team. This model and algorithm can have a large number of applications. For example, it can be used to solve math problems only on the basis of an image, identify object in a picture, recognize the relationship between objects in a picture, count objects, determine their positions, and answering general questions about the image.

[grad_]

I really love the tutorial and demonstation!!

[davidtindell]

Thank You Again! My MS Windows Desktop has 64Gb RAM and an NVidia 4060 with 12Gb VRAM so I do hope this will run. Right now, it does not matter if it takes 30 minutes as long as it generates good results!

[shalinshal]

Can you tell me which GPU are you using? I am using A100 and it's taking almost 5 minutes to process 1 image.

[johnjo]

Can you make a video with csv input to training the AI?