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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. Fine-Tuning with RL: The LLM is trained using this reward model to refine its responses based on human preferences.

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How to Evaluate a Large Language Model (LLM)?

Analytics Vidhya

Introduction With the release of Chatgpt and other Large Language Models (LLMs), there has been a significant increase in the number of models available. New LLMs are being released every other day. This article will review […] The post How to Evaluate a Large Language Model (LLM)?

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Shielding Prompts from LLM Data Leaks

Unite.AI

It proposes a system that can automatically intervene to protect users from submitting personal or sensitive information into a message when they are having a conversation with a Large Language Model (LLM) such as ChatGPT. Remember Me?

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7 Best LLM Tools To Run Models Locally (January 2025)

Unite.AI

Improved large language models (LLMs) emerge frequently, and while cloud-based solutions offer convenience, running LLMs locally provides several advantages, including enhanced privacy, offline accessibility, and greater control over data and model customization.

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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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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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How Large Language Models (LLM) Will Power the Apps of the Future

Unite.AI

Generative AI and particularly the language-flavor of it – ChatGPT is everywhere. Large Language Model (LLM) technology will play a significant role in the development of future applications. These calls have a very basic prompt and mostly use the internal memory of the LLM to produce the output.