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New AI training techniques aim to overcome current challenges

AI News

OpenAI and other leading AI companies are developing new training techniques to overcome limitations of current methods. Addressing unexpected delays and complications in the development of larger, more powerful language models, these fresh techniques focus on human-like behaviour to teach algorithms to ‘think.

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Emergent Abilities of Large Language Models

AssemblyAI

In recent years, significant efforts have been put into scaling LMs into Large Language Models (LLMs). In this article, we'll explore the concept of emergence as a whole before exploring it with respect to Large Language Models. What is the cause of these emergent abilities, and what do they mean?

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Will Large Language Models End Programming?

Unite.AI

Last week marked a significant milestone for OpenAI, as they unveiled GPT-4 Turbo at their OpenAI DevDay. OpenAI's ChatGPT Enterprise, with its advanced features, poses a challenge to many SaaS startups. With ChatGPT, this process becomes streamlined.

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The Full Story of Large Language Models and RLHF

AssemblyAI

This is heavily due to the popularization (and commercialization) of a new generation of general purpose conversational chatbots that took off at the end of 2022, with the release of ChatGPT to the public. Thanks to the widespread adoption of ChatGPT, millions of people are now using Conversational AI tools in their daily lives.

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5 Best Large Language Models (LLMs) (September 2024)

Unite.AI

The field of artificial intelligence is evolving at a breathtaking pace, with large language models (LLMs) leading the charge in natural language processing and understanding. API Access: Available through OpenAI's API for developers. Azure Integration: Microsoft offers GPT-4o through Azure OpenAI Service.

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Introduction to Large Language Models for Generative AI

AssemblyAI

Generative AI has made great strides in the language domain. OpenAI’s ChatGPT can have context-relevant conversations, even helping with things like debugging code (or generating code from scratch). What are Language Models? Language Models (LMs) are simply probability distributions over word sequences.

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Open source large language models: Benefits, risks and types

IBM Journey to AI blog

Large language models (LLMs) are foundation models that use artificial intelligence (AI), deep learning and massive data sets, including websites, articles and books, to generate text, translate between languages and write many types of content. The license may restrict how the LLM can be used.