Llama 2 7b Chatq4_0gguf Download

Download and Load Llama 2 Model

Overview

Llama 2 is a collection of foundation language models ranging from 7B to 70B parameters. It can be used for a variety of natural language processing tasks, including text generation, translation, and question answering.

Download Model

To download a Llama 2 model, visit the Hugging Face website. Under the Download Model section, you can enter the model repo TheBlokeLlama-2-7B-GGUF and below it a specific filename.

Load Model with Llama-CPP-Python

To load a Llama 2 model using the llama-cpp-python library, follow these steps: 1. Install dependencies: ``` pip install llama-cpp-python ``` 2. Load model: ``` import llama_cpp_python as llama # Load model from Hugging Face model = llama.load("TheBlokeLlama-2-7B-GGUF") # Load model from a local file model = llama.load("path/to/model.bin") ```

Different Backends

The different backends that run these quantized LLMs are: * CPU:** Uses the CPU for calculations. * GPU:** Uses the GPU for calculations. * TPU:** Uses the TPU for calculations. The choice of backend depends on the available resources and the desired performance.