Llama 3.1 405B: Advanced text generation model by Meta AI.
Model Name: Llama 3.1 405B
Developer/Creator: Meta AI
Release Date: July 2024
Version: 3.1
Model Type: Text Generation
Llama 3.1 405B is a state-of-the-art large language model developed by Meta AI, designed for advanced text generation tasks. It excels in generating coherent and contextually relevant text across various domains.
Llama 3.1 405B is intended for a wide range of applications including content creation, automated customer support, language translation, and more. It can be integrated into various platforms to enhance user interaction and automate text-based tasks.
Llama 3.1 405B is based on a Transformer architecture, which is known for its efficiency in handling sequential data and its ability to capture long-range dependencies in text.
The model was trained on a diverse dataset comprising web pages, books, articles, and other textual sources. The dataset includes billions of tokens to ensure a comprehensive understanding of various topics and languages.
The training data consists of approximately 2.5 trillion tokens, sourced from a combination of publicly available datasets and proprietary collections. This extensive dataset ensures the model's robustness and versatility.
The model's knowledge is December 2023.
Efforts were made to include a wide range of sources to minimize biases. However, like all large language models, Llama 3.1 405B may still exhibit some biases present in the training data. Continuous evaluation and updates are planned to address and mitigate these biases.
Llama 3.1 405B is optimized for real-time applications, achieving an inference speed of 50 milliseconds per token on high-performance GPUs.
The model demonstrates strong generalization capabilities, handling diverse inputs effectively and maintaining performance across different topics and languages. It has been tested extensively to ensure reliability in various scenarios.
Meta AI emphasizes responsible AI usage, including guidelines on avoiding harmful applications, ensuring fairness, and maintaining user privacy. Users are encouraged to follow these ethical guidelines to promote positive and safe AI deployment.
Llama 3.1 405B is available under an open-source license with specific restrictions on commercial use. Users must adhere to the terms outlined in the licensing agreement.