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How Large Language Models Are Unveiling the Mystery of ‘Blackbox’ AI

Unite.AI

Thats why explainability is such a key issue. The more we can explain AI, the easier it is to trust and use it. Large Language Models (LLMs) are changing how we interact with AI. LLMs as Explainable AI Tools One of the standout features of LLMs is their ability to use in-context learning (ICL).

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The Hidden Risks of DeepSeek R1: How Large Language Models Are Evolving to Reason Beyond Human Understanding

Unite.AI

As R1 advances the reasoning abilities of large language models, it begins to operate in ways that are increasingly difficult for humans to understand. The Rise of DeepSeek R1 DeepSeek's R1 model has quickly established itself as a powerful AI system, particularly recognized for its ability to handle complex reasoning tasks.

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Microsoft’s 1-bit LLMs Explained

Analytics Vidhya

Introduction In recent years, Large Language Models (LLMs) have undergone a tremendous expansion in both their size and functionality. 1-bit model architectures such as BitNet […] The post Microsoft’s 1-bit LLMs Explained appeared first on Analytics Vidhya.

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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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OpenAI’s New Tool Explains Behavior of Language Model At Every Neuron Level

Analytics Vidhya

In recent news, OpenAI has been working on a groundbreaking tool to interpret an AI model’s behavior at every neuron level. Large language models (LLMs) such as OpenAI’s ChatGPT are often called black boxes.

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Complete Guide on Gemma 2: Google’s New Open Large Language Model

Unite.AI

Gemma 2 is Google's newest open-source large language model, designed to be lightweight yet powerful. It's built on the same research and technology used to create Google's Gemini models, offering state-of-the-art performance in a more accessible package. What is Gemma 2?

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New AI training techniques aim to overcome current challenges

AI News

In recent times, AI lab researchers have experienced delays in and challenges to developing and releasing large language models (LLM) that are more powerful than OpenAI’s GPT-4 model. First, there is the cost of training large models, often running into tens of millions of dollars.