Neurons & Peppers #3
Neurons & Peppers is THE state of the art AI research meetup in Paris!
For this 3rd edition, we will dive into domain-specific and specialized models !
The LLM Pro Finance Suite: Multilingual Large Language Models for Financial Applications
by the DragonLLM team.
Abstract: The financial industry’s growing demand for advanced natural language processing (NLP) capabilities has highlighted the limitations of generalist large language models (LLMs) in handling domain-specific financial tasks. To address this gap, we introduce the LLM Pro Finance Suite, a collection of five instruction-tuned LLMs (ranging from 8B to 70B parameters) specifically designed for financial applications. Our approach focuses on enhancing generalist instruction-tuned models, leveraging their existing strengths in instruction following, reasoning, and toxicity control, while fine-tuning them on a curated, high-quality financial corpus comprising over 50% finance-related data in English, French, and German […]
Check out the full paper on Arxiv
Second intervention to be determined, stay tuned !
Presentations (in english) will be followed by food & drinks 🌶️
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