CeADAR launches suite of free set of generative AI tools for business
CeADAR, Ireland’s National Centre for Applied AI funded by Enterprise Ireland and IDA Ireland, has developed and released a suite of four tools designed to help businesses and researchers to understand and evaluate use cases for rapid and ongoing developments in the field of generative artificial intelligence.
Central to CeADAR’s toolkit is the analysis of large language models (LLMs) – the technology behind generative AI solutions like ChatGPT.
The first of CeADAR’s new tools LLMXplorer evaluates more than 155 LLMs and offers a consolidated overview of features, so users can understand their characteristics and make informed decisions based on their own requirements. The tool also acts as a reservoir for over 50 available datasets for pre-training and fine-tuning of the LLM. Free access to LLMXplorer can be requested via Google Form.
The second tool is a report entitled Building Trust in Conversational AI: A comprehensive review and solution architecture using LLMs and knowledge graphs. This document provides insights into the evolving landscape of conversational AI, emphasising the imperative for systems to be efficient, explainable, transparent, and trustworthy.
The third is AIVision360, a pioneering domain-specific dataset for AI news designed expressly for the fine-tuning of LLMs. It is suitable for training language models and enhancing their capacity in AI news discussions.
The fourth tool comprises of two open source LLMs specifically fine-tuned for AI News trend analysis named NewsConnect 7B and NewsConnect 13B. These are state-of-the-art, open-source chat models for technology, media, AI news discussions, AI news generation and interpretation.
The two open source LLMs and AIVision360 are available free on CeADAR’s Hugging Face.
Data for the third and fourth tools is drawn from AI NewsHub which isCeADAR’s digital news platform for global developments in artificial intelligence and machine learning.
The tools were developed in CeADAR by Dr. Arsalan Shahid and his team of data scientists.
Technology solutions lead and head of CeADAR connect group Dr Arsalan Shahid said: “In today’s digital landscape, the integration of generative AI into businesses is essential for value creation and productivity. Yet, the trustworthiness and ethical use of AI remain our North Star. Our recent release of open source tools stands as a testament to CeADAR’s commitment to open research, ensuring businesses can swiftly adapt in this dynamic AI landscape. As we refine domain-specific large language models for sectors like finance, healthcare and the legal domain, our mission is clear: to empower industries with AI tools that are not only cutting-edge but also align with the highest standards of trust and ethics.”
CeADAR centre director Dr. Edward McDonnell said: “The CeADAR Centre has developed and released a suite of tools to help companies trial Generative AI. This initiative underscores CeADAR’s commitment to provide business in Ireland with cutting edge tools and resources to take full advantage of the new and emerging technologies in the field of AI. Our aim is to accelerate the widespread adoption of AI for the benefit of society and the international competitiveness of our industry base.”
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