Ireland’s Centre For AI

Resources

CeADAR has a number of unique and valuable resources available to companies.

Tools – LLMs Tools

Our team have developed a series of LLM open-source resources

FinTalk

FinTalk-19k is a domain-specific dataset designed for the fine-tuning of Large Language Models (LLMs) with a focus on financial conversations. Extracted from public Reddit conversations, this dataset is tagged with categories like “Personal Finance”, “Financial Information”, and “Public Sentiment”. It consists of more than 19,000 entries, each representing a conversation about financial topics.

FinanceConnect LLM

FinanceConnect is an open-source chat model tailored for finance and economic discussions. Built on the robust Llama2-13B architecture, this model has been fine-tuned on a combination of FinTalk-19k and Alpaca datasets, making it a valuable resource for finance professionals, researchers, and enthusiasts.

LLM Connect API

LLMConnect API is a developer-friendly Python-based CLI utility designed to manage and evaluate Language Models including LLMs and SLMs on local servers or clusters. It enables users to run a variety of standard and custom tasks with popular models such as Llama-2, Mistral, Falcon, Phi-2 etc., and also supports the integration of new LLMs. 

AI NewsHub

Find out all the latest news on AI and machine learning from across the globe through CeADAR’s AI NewsHub website.

CeADAR YouTube Channel

CeADAR has its own YouTube Channel where you can access all previous Tech Talks in addition to a number of knowledge transfer courses previously delivered online as part of our Lighthouse Projects.

Examples of topics covered include:

  • Privacy-Preserving Machine Learning
  • Self-supervised Learning
  • AI Digital Twin
  • Graph Convolutional Networks

Super Computer

Leon is a new high-performance computer equipped with several nodes interconnected via state of the art cluster management software. Each of the nodes integrates Intel Xeon Gold CPUs, 768GB to 1.5TB of RAM and the latest NVIDIA A100 GPUs. The system counts on the latest scale out network-attached storage platform with nearly half petabyte.
Leon HPC is considered as an enabling technology for applying cutting-edge AI technologies and is employed for core activities in CeADAR and is also available to companies to develop projects as part of our Test-Before-Invest service (link).

Interested? Please contact us to see how you could benefit from LEON