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.
LLMXplorer
LLMXplorer is a powerful resource designed for researchers and businesses seeking to explore the vast landscape of both open source and closed source Language Models (LLMs). With LLMXplorer, you can gain valuable insights into the evolution of LLM technologies and stay up-to-date with the latest developments. It offers a consolidated overview of various features associated with LLMs, empowering you to make informed decisions based on your specific requirements.
AI NewsHub
Find out all the latest news on AI and machine learning from across the globe through CeADAR’s AI NewsHub website.
CeADAR Publications Library
As Ireland’s premier centre for AI, CeADAR has been at the forefront of producing influential research papers and collaborating on numerous projects across diverse industry sectors. Our work spans start-ups, spin-outs, SMEs, and multinational corporations.
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