Skip to content

🥇 A curated list of awesome large language models in finance(FinLLMs), including papers,models,datasets and codebases. 金融大模型列表,特别是中英双语大模型。

License

Notifications You must be signed in to change notification settings

IDEA-FinAI/Awesome-FinLLMs

Folders and files

NameName
Last commit message
Last commit date

Latest commit

 

History

22 Commits
 
 
 
 

Repository files navigation

Awesome-FinLLMs Awesome

Papers

Date Name Author Institute Links Paper
2024-11 Golden-Touchstone & Touchstone-GPT Xiaojun Wu, Junxi Liu, et al. IDEA Research arXivgithubhuggingface Golden Touchstone: A Comprehensive Bilingual Benchmark for Evaluating Financial Large Language Models
2024-06 AdaptLLM/finance-LLM Yuxian Gu, et al. Microsoft Research & Tsinghua University arXivgithubhuggingface Instruction Pre-Training: Language Models are Supervised Multitask Learners
Adapting Large Language Models to Domains via Reading Comprehension
2024-03 AlphaFin Li X, Li Z, Shi C, et al. South China University of Technology & Alibaba Group, China arXivgithubhuggingface AlphaFin: Benchmarking Financial Analysis with RetrievalAugmented Stock-Chain Framework
2023-05~2024-03 Xuanyuan 1&2
(轩辕)
Zhang X, Yang Q. Duxiaoman Co., China
(度小满)
arXivgithubhuggingface XuanYuan 2.0: A Large Chinese Financial Chat Model with Hundreds of Billions Parameters
2023-11 FinQwen
(通义千问金融)
Tongyi-EconML Alibaba Cloud Co., China
(阿里云通义点金团队)
arXivgithubmodelscope 2023博金大模型挑战赛
2023-11 FinGLM Zhipu Co. Zhipu Co., China
(智谱AI)
arXivgithubhuggingface SMP 2023 ChatGLM金融大模型挑战赛
2023-10 DISC-FinLLM Chen, Wei, et al. DISC Lab, Fudan University, China
(复旦大学数据智能与社会计算实验室)
arXivgithubhuggingface Disc-finllm: A chinese financial large language model based on multiple experts fine-tuning
2023-09 CFGPT Li J, Bian Y, Wang G, et al. TongjiFinLab & Shanghai AI Lab, China
(同济大学网络金融安全协同创新中心与上海人工智能实验室联合团队)
arXivgithubhuggingface Cfgpt: Chinese financial assistant with large language model
2023-06 Pixiu Finma Xie Q, Han W, Zhang X, et al. The FinAI & ChanceFocus Co. & Wuhan University, China
(武汉大学等)
arXivgithubhuggingface Pixiu: A large language model, instruction data and evaluation benchmark for finance
2023-06 FinGPT Yang H, Liu X Y, Wang C D. AI4Finance-Foundation arXivgithubhuggingface Fingpt: Open-source financial large language models

Multi-modal Models

coming soon

Agent

Date Name Author Institute Links Paper
2024-12 TradingAgents Yijia Xiao, et al. University of California, Los Angeles arXivhuggingface TradingAgents: Multi-Agents LLM Financial Trading Framework
2024-12 INVESTORBENCH Haohang Li, et al. Stevens Institute of Technology arXivhuggingface INVESTORBENCH: A Benchmark for Financial Decision-Making Tasks with LLM-based Agent
2024-11 FinVision Sorouralsadat Fatemi, et al. University of Illinois at Chicago arXivhuggingface FinVision: A Multi-Agent Framework for Stock Market Prediction
2024-07 FinCon Yangyang Yu, et al. Stevens Institute of Technology arXivgithubhuggingface FinCon: A Synthesized LLM Multi-Agent System with Conceptual Verbal Reinforcement for Enhanced Financial Decision Making
2024-05 FinRobot Hongyang (Bruce) Yang, et al. AI4Finance arXivgithubhuggingface FinRobot: An Open-Source AI Agent Platform for Financial Applications using Large Language Models
2024-02 FinAgent Wentao Zhang, et al. Nanyang Technological University Singapore arXivgithubhuggingface FinAgent: A Multimodal Foundation Agent for Financial Trading: Tool-Augmented, Diversified, and Generalist
2023-11 FinMEM Yangyang Yu, Haohang Li, et al. Stevens Institute of Technology arXivgithubhuggingface FINMEM: A PERFORMANCE-ENHANCED LLM TRADING AGENT WITH LAYERED MEMORY AND CHARACTER DESIGN

Datasets

coming soon

About

🥇 A curated list of awesome large language models in finance(FinLLMs), including papers,models,datasets and codebases. 金融大模型列表,特别是中英双语大模型。

Resources

License

Stars

Watchers

Forks

Releases

No releases published

Packages

No packages published