🥇 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。
68
13 commits
updated Jun 23, 2026
README
Awesome-FinLLMs 
Papers
| Date | Name | Author | Institute | Links | Paper |
|---|---|---|---|---|---|
| 2025-06 | ESGenius | Chaoyue He, Xin Zhou, et al. | Nanyang Technological University, Singapore |    | ESGenius: Benchmarking LLMs on Environmental, Social, and Governance (ESG) and Sustainability Knowledge (EMNLP 2025) |
| 2025-07 | MMESGBench | Lei Zhang, Xin Zhou, et al. | Nanyang Technological University, Singapore |    | MMESGBench: Pioneering Multimodal Understanding and Complex Reasoning Benchmark for ESG Tasks (ACM MM 2025) |
| 2025-04 | LLMs Meet Finance | Varun Rao*, Youran Sun*, et al. | University of Maryland |  | LLMs Meet Finance: Fine-Tuning Foundation Models for the Open FinLLM Leaderboard |
| 2024-11 | Golden-Touchstone & Touchstone-GPT | Xiaojun Wu, Junxi Liu, et al. | IDEA Research |    | 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 |   | 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 |    | 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) |    | 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) |    | 2023博金大模型挑战赛 |
| 2023-11 | FinGLM | Zhipu Co. | Zhipu Co., China (智谱AI) |  | 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) |    | 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) |   | 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) |   | 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 |    | 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 |  | TradingAgents: Multi-Agents LLM Financial Trading Framework |
| 2024-12 | INVESTORBENCH | Haohang Li, et al. | Stevens Institute of Technology |  | INVESTORBENCH: A Benchmark for Financial Decision-Making Tasks with LLM-based Agent |
| 2024-11 | FinVision | Sorouralsadat Fatemi, et al. | University of Illinois at Chicago |  | FinVision: A Multi-Agent Framework for Stock Market Prediction |
| 2024-11 | FinRpt | Song Jin, Shuqi Li, Shukun Zhang, Rui Yan | Wuhan University |   | FinRpt: Dataset, Evaluation System and LLM-based Multi-agent Framework for Equity Research Report Generation (AAAI 2026) |
| 2024-07 | FinCon | Yangyang Yu, et al. | Stevens Institute of Technology |   | 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 |   | 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 |   | 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 |   | FINMEM: A PERFORMANCE-ENHANCED LLM TRADING AGENT WITH LAYERED MEMORY AND CHARACTER DESIGN |
Datasets
coming soon
Contributors
Similar repos
🥇 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。
68
13 commits
updated Jun 23, 2026
README
Awesome-FinLLMs
Papers
| Date | Name | Author | Institute | Links | Paper |
|---|---|---|---|---|---|
| 2025-06 | ESGenius | Chaoyue He, Xin Zhou, et al. | Nanyang Technological University, Singapore | | ESGenius: Benchmarking LLMs on Environmental, Social, and Governance (ESG) and Sustainability Knowledge (EMNLP 2025) |
| 2025-07 | MMESGBench | Lei Zhang, Xin Zhou, et al. | Nanyang Technological University, Singapore | | MMESGBench: Pioneering Multimodal Understanding and Complex Reasoning Benchmark for ESG Tasks (ACM MM 2025) |
| 2025-04 | LLMs Meet Finance | Varun Rao*, Youran Sun*, et al. | University of Maryland | | LLMs Meet Finance: Fine-Tuning Foundation Models for the Open FinLLM Leaderboard |
| 2024-11 | Golden-Touchstone & Touchstone-GPT | Xiaojun Wu, Junxi Liu, et al. | IDEA Research | | 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 | | 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 | | 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) | | 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) | | 2023博金大模型挑战赛 |
| 2023-11 | FinGLM | Zhipu Co. | Zhipu Co., China (智谱AI) | | 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) | | 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) | | 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) | | 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 | | 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 | | TradingAgents: Multi-Agents LLM Financial Trading Framework |
| 2024-12 | INVESTORBENCH | Haohang Li, et al. | Stevens Institute of Technology | | INVESTORBENCH: A Benchmark for Financial Decision-Making Tasks with LLM-based Agent |
| 2024-11 | FinVision | Sorouralsadat Fatemi, et al. | University of Illinois at Chicago | | FinVision: A Multi-Agent Framework for Stock Market Prediction |
| 2024-11 | FinRpt | Song Jin, Shuqi Li, Shukun Zhang, Rui Yan | Wuhan University | | FinRpt: Dataset, Evaluation System and LLM-based Multi-agent Framework for Equity Research Report Generation (AAAI 2026) |
| 2024-07 | FinCon | Yangyang Yu, et al. | Stevens Institute of Technology | | 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 | | 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 | | 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 | | FINMEM: A PERFORMANCE-ENHANCED LLM TRADING AGENT WITH LAYERED MEMORY AND CHARACTER DESIGN |
Datasets
coming soon