Remove Explainability Remove Large Language Models Remove NLP
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MPT-30B: MosaicML Outshines GPT-3 With A New LLM To Push The Boundaries of NLP

Unite.AI

Their latest large language model (LLM) MPT-30B is making waves across the AI community. ALiBi Support To explain this feature, let’s consider a question: How can MPT-30B understand and make predictions for longer sequences than what it was trained on? MPT-30B had a context window of 8000 tokens at training time.

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Using large language models with care

Allen AI

How to be mindful of current risks when using chatbots and writing assistants By Maria Antoniak , Li Lucy , Maarten Sap , and Luca Soldaini Have you used ChatGPT, Bard, or other large language models (LLMs)? Did you get excited about the potential uses of these models? Wait, what’s a large language model?

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Text Summarization for NLP: 5 Best APIs, AI Models, and AI Summarizers in 2024

AssemblyAI

In Natural Language Processing (NLP), Text Summarization models automatically shorten documents, papers, podcasts, videos, and more into their most important soundbites. The models are powered by advanced Deep Learning and Machine Learning research. What is Text Summarization for NLP?

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The Power of Small LLMs in Healthcare: A RAG Framework Alternative to Large Language Models

John Snow Labs

The field of healthcare AI has been evolving rapidly, with Large Language Models (LLMs) playing a pivotal role in the development of cutting-edge medical applications. Healthcare NLP with John Snow Labs The Healthcare NLP Library, part of John Snow Labs’ Library, is a comprehensive toolset designed for medical data processing.

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68 Summaries of Machine Learning and NLP Research

Marek Rei

It is probably good to also to mention that I wrote all of these summaries myself and they are not generated by any language models. Are Emergent Abilities of Large Language Models a Mirage? Do Large Language Models Latently Perform Multi-Hop Reasoning? Here we go. NeurIPS 2023. ArXiv 2024.

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Agentic AI — The Third Wave of AI Explained

Towards AI

Natural language processing NLP technology allows these agents to understand and interpret human language so that they can efficiently interact with users and process information from text sources. Large Language Models (LLMs) LLMs offer the AI agents the knowledge base they need to generate human-like texts.

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Techniques and approaches for monitoring large language models on AWS

AWS Machine Learning Blog

Large Language Models (LLMs) have revolutionized the field of natural language processing (NLP), improving tasks such as language translation, text summarization, and sentiment analysis. It could be a signal that the model is now more prone to engage in toxic or harmful conversations.