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The Many Faces of Reinforcement Learning: Shaping Large Language Models

Unite.AI

In recent years, Large Language Models (LLMs) have significantly redefined the field of artificial intelligence (AI), enabling machines to understand and generate human-like text with remarkable proficiency. This approach has been employed in improving models like ChatGPT and Claude.

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Is Hallucination in Large Language Models (LLMs) Inevitable?

Analytics Vidhya

Introduction You’ve probably interacted with AI models like ChatGPT, Claude, and Gemini for various tasks – answering questions, generating creative content, or assisting with research. But did you know these are examples of large language models (LLMs)? appeared first on Analytics Vidhya.

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Beginner’s Guide to Build Your Own Large Language Models from Scratch

Analytics Vidhya

Introduction Be it twitter or Linkedin, I encounter numerous posts about Large Language Models(LLMs) each day. Perhaps I wondered why there’s such an incredible amount of research and development dedicated to these intriguing models.

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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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LLMOps for Your Data: Best Practices to Ensure Safety, Quality, and Cost

Speaker: Shreya Rajpal, Co-Founder and CEO at Guardrails AI & Travis Addair, Co-Founder and CTO at Predibase

Large Language Models (LLMs) such as ChatGPT offer unprecedented potential for complex enterprise applications. However, productionizing LLMs comes with a unique set of challenges such as model brittleness, total cost of ownership, data governance and privacy, and the need for consistent, accurate outputs.

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Text to Sound – Train Your Large Language Models

Analytics Vidhya

Introduction Imagine a world where AI can take a musician’s voice command and transform it into a beautiful, melodic guitar sound. It’s not science fiction; it results from groundbreaking research in the open-source community, ‘The Sound of AI’.

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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. We'll end with some notes about what this means for AI as a whole.