LLAMA_FROM_SCRATCH_PYTORCH

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Introduction

This document provides an overview of LlaMA, its different versions, and its capabilities and LlaMA (Large Language Model Meta AI) is a generative AI model.

What is LlaMA?

LlaMA is a group of foundational Large Language Models developed by Meta AI. It was announced by Meta in February of 2023. LlaMA is available in various sizes, ranging from 7 billion to 65 billion parameters, with a context length of 2,000 tokens. These models are designed to assist researchers in advancing their knowledge in the field of AI. The smaller 7 billion parameter models enable researchers with limited computational resources to study and experiment with these models.

Key Features

  • LlaMA models come in multiple sizes(7B, 13B, and 70B), making them suitable for various applications
  • Completely open-source and free for non-commercial use.

After Update Steps: LlaMA 2

LlaMA 2 is the second version of LlaMA, surpassing the initial release, LlaMA version 1, which Meta introduced in July of 2023. LlaMA 2 is available in three sizes: 7 billion, 13 billion, and 70 billion parameter models. Upon its release, LlaMA 2 achieved the highest score on Hugging Face, a popular platform for AI model deployment and fine-tuning. Across all segments (7B, 13B, and 70B), LlaMA 2 models have consistently outperformed other models available on Hugging Face, thanks to fine-tuning and retraining efforts.