What are the latest advances in large language models (LLMs)?

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What are the latest advances in large language models (LLMs)?

Alejandro Penzini Answered question November 7, 2023
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Large language models (LLMs) have made significant progress in recent years. Here are some of the latest advances in LLMs:

LLMs are becoming larger and more powerful. In 2023, Google AI released PaLM 2, a 540B parameter LLM that is the largest and most powerful LLM ever created. PaLM 2 can perform a wide range of tasks, including text generation, translation, summarization, and question answering, at a state-of-the-art level.
LLMs are becoming more versatile. LLMs are no longer limited to text-based tasks. They can now generate and understand different types of content, such as images, music, and code. For example, Imagen, a text-to-image diffusion model developed by Google AI, can generate high-quality, realistic images from text descriptions.
LLMs are becoming more accessible. LLMs are no longer just the domain of large tech companies. There are now a number of open source LLMs available, such as GPT-NeoX and LaMDA. This is making it possible for more people to develop and use LLM-powered applications.
Here are some specific examples of how the latest advances in LLMs are being used:

LLMs are being used to develop new tools for creative professionals. For example, Adobe is using LLMs to develop new tools for Photoshop and Illustrator that can help artists to create more realistic and expressive images.
LLMs are being used to personalize education. For example, Duolingo is using LLMs to create personalized language learning experiences for its users.
LLMs are being used to improve customer service. For example, Salesforce is using LLMs to develop chatbots that can provide customer service with a human touch.
LLMs are being used to develop new scientific discoveries. For example, DeepMind is using LLMs to design new proteins that could be used to develop new drugs and therapies.
These are just a few examples of how the latest advances in LLMs are being used to make a positive impact on the world. I am excited to see how this technology continues to develop and evolve in the years to come.

Alejandro Penzini Answered question November 7, 2023
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