This model is a quantized version of the original model meta-llama/Llama-3.2-1B. It was quantized using TorchAo.

You can use this model in your applications by loading it directly from the Hugging Face Hub.

In order to run the inference with Llama-3.2-1B-TORCHAO-W8, torch andtorchao need to be installed as:

Then, preferably the latest version of transformers need to be installed, as:

To run the inference the model can be instantiated as any other causal language modeling model via AutoModelForCausalLM and run the inference normally.