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On Friday, Facebook co-founder Mark Zuckerberg announced: meta platformImminent release to researchers of a new large language model called LLaMA (Large Language Model Meta AI). Developed by Meta’s Fundamental AI Research (FAIR) team, the model aims to help scientists and engineers explore his AI applications and capabilities, including answering questions and summarizing documents. increase.
The release of LLaMA comes as technology companies race to advance AI technology and integrate the technology into commercial products.As CNBC Meta releases differ from competitor models as they are available in various sizes, from 7 billion parameters to 65 billion parameters. Additionally, Zuckerberg said his company’s new LLM technology, which could eventually solve math problems and allow scientific research to be conducted, will be made available to the research community. and Meta is currently accepting applications for access. This is a change from Google’s underlying models for his LaMDA and ChatGPT that have not been published.
Reuters Meta points out that it is in an increasingly fierce race to dominate AI technology that began in earnest with OpenAI’s ChatGPT in late 2022. As far as Meta is concerned, the launch of LLaMA also represents a commitment to open science. Therefore, the choice was made to provide an open resource for researchers to advance their research, as well as to publish state-of-the-art underlying large-scale language models. Meta believes that their models are versatile and have multiple use cases, unlike more finely tuned models designed for a specific purpose.
Another thing that makes LLaMA different, according to Meta, is: It requires “much less” computational power than its predecessor and is trained in 20 languages, with a focus on languages ​​based on Latin and Cyrillic. With 13 billion parameters, LLaMA should outperform his GPT-3, the model ChatGPT was built on. Meta also attributes LLaMA’s performance to “cleaner” data and “improved architecture” of the model, which has improved training stability.
To maintain the integrity of the model and prevent misuse, Meta releases the model under a non-commercial license focused on research use cases. Academic researchers, government, civil society, academic institutions, and industry research bodies are granted model access on a case-by-case basis.
The launch of LLaMA by Meta could mark a major development in AI language models. The social media giant’s commitment to open science and allowing researchers to work under non-commercial licenses limits abuse of the model.
LLaMA’s versatility and problem-solving potential may provide a glimpse into the enormous potential benefits AI can bring to billions of people.