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A Beginners Guide to LLMOps For Machine Learning Engineering 

Analytics Vidhya

Introduction The release of OpenAI’s ChatGPT has inspired a lot of interest in large language models (LLMs), and everyone is now talking about artificial intelligence. But it’s not just friendly conversations; the machine learning (ML) community has introduced a new term called LLMOps.

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The Vulnerabilities and Security Threats Facing Large Language Models

Unite.AI

Large language models (LLMs) like GPT-4, DALL-E have captivated the public imagination and demonstrated immense potential across a variety of applications. Modern LLMs like OpenAI's GPT-3 contain upwards of 175 billion parameters, several orders of magnitude more than previous models.

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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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Bridging Large Language Models and Business: LLMops

Unite.AI

The underpinnings of LLMs like OpenAI's GPT-3 or its successor GPT-4 lie in deep learning, a subset of AI, which leverages neural networks with three or more layers. These models are trained on vast datasets encompassing a broad spectrum of internet text.

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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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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.

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Meet India’s ChatGPT Rival – Hanooman GPT is Here!

Analytics Vidhya

India now has its own indigenous alternative to OpenAI’s viral ChatGPT model. Finally, the SML-powered Hanooman GPT is here! appeared first on Analytics Vidhya.

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