ChatGPT for FinTech

The data sources and our wapper for large language models can be found in FinNLP

Disclaimer: We are sharing codes for academic purpose under the MIT education license. Nothing herein is financial advice, and NOT a recommendation to trade real money. Please use common sense and always first consult a professional before trading or investing.

ChatGPT at AI4Finance

[YouTube video] I Built a Trading Bot with ChatGPT combining ChatGPT and FinRL.
Hey, ChatGPT! Explain FinRL code to me!
ChatGPT Trading Agent V1
- Trade with the suggestions given by ChatGPT
ChatGPT Trading Agent V2
- A FinRL agent that trades as smartly as ChatGPT by using the large language model behind ChatGPT
ChatGPT Robo Advisor v1
- A demo to show how we can use ChatGPT to build a Robo-advisor
ChatGPT adds technical indicators into FinRL

Introductory

[InstructGPT] Training language models to follow instructions with human feedback NeurIPS 2022.

The Journey of Open AI GPT models. GPT models explained. Open AI's GPT-1, GPT-2, GPT-3.

[GPT-3] Language models are few-shot learners NeurIPS 2020.
[GPT-2] Language Models are Unsupervised Multitask Learners
[GPT-1] Improving Language Understanding by Generative Pre-Training
[Transformer] Attention is All you Need NeurIPS 2017.

(Financial) Big Data

WHAT’S IN MY AI? A Comprehensive Analysis of Datasets Used to Train GPT-1, GPT-2, GPT-3, GPT-NeoX-20B, Megatron-11B, MT-NLG, and Gopher

Interesting Demos

GPT-3 Creative Fiction Creative writing by OpenAI’s GPT-3 model, demonstrating poetry, dialogue, puns, literary parodies, and storytelling. Plus advice on effective GPT-3 prompt programming & avoiding common errors.