LLaMA: How Meta Shrunk GPT-3 and Made It Faster and Better
Meta, the company formerly known as Facebook, has recently announced a new AI-powered large language model (LLM) called LLaMA-13B. LLaMA stands for Large Language Model Meta AI, and it is a smaller-sized but powerful AI model that can run on a single GPU. This means that it can run locally on devices such as PCs and smartphones without requiring cloud computing resources. Meta claims that LLaMA can outperform OpenAI’s GPT-3 model despite being 10x smaller. GPT-3 is one of the most advanced and popular language models in the world, capable of generating natural language texts for various purposes. However, GPT-3 is also very large and expensive to train and run, requiring hundreds of GPUs and massive amounts of data. LLaMA aims to overcome these limitations by using a novel architecture and training method that reduces the size and complexity of the model while maintaining high performance. Meta says that LLaMA can achieve state-of-the-art results on several natural language ...