FinGPT: Open-Source Financial AI on a Budget (2306.06031)
Автор: Emergent Mind
Загружено: 2026-01-01
Просмотров: 13
Описание:
Paper: FinGPT: Open-Source Financial Large Language Models (2306.06031)
Published: 9 Jun 2023.
Emergent Mind: https://www.emergentmind.com/papers/2...
arXiv: https://arxiv.org/abs/2306.06031
This video explores how FinGPT is disrupting the financial industry by lowering the multimillion-dollar barrier to entry for advanced language models through an innovative data-centric approach. You will learn about the four-layer framework that enables real-time data processing, the use of Low-Rank Adaptation (LoRA) to cut training costs from millions to hundreds of dollars, and the introduction of Reinforcement Learning on Stock Prices (RLSP). The video highlights how these open-source advancements democratize financial AI, allowing individual researchers and small firms to build sophisticated financial tools without the need for massive computational resources.
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