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Awesome-FinLLMs

πŸ₯‡ A curated list of awesome large language models in finance(FinLLMs), including papers,models,datasets and codebases. ι‡‘θžε€§ζ¨‘εž‹εˆ—θ‘¨οΌŒη‰Ήεˆ«ζ˜―δΈ­θ‹±εŒθ―­ε€§ζ¨‘εž‹γ€‚
https://github.com/IDEA-FinAI/Awesome-FinLLMs

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  • Papers

    • ![arXiv - FinAI/Golden-Touchstone.svg?style=social)](https://github.com/IDEA-FinAI/Golden-Touchstone)[![huggingface](https://img.shields.io/badge/πŸ€—-Model%207B-yellow.svg)](https://huggingface.co/IDEA-FinAI/TouchstoneGPT-7B-Instruct) | Golden Touchstone: A Comprehensive Bilingual Benchmark for Evaluating Financial Large Language Models |
    • ![arXiv - Model%207B-yellow.svg)](https://huggingface.co/AdaptLLM/finance-LLM/) | Instruction Pre-Training: Language Models are Supervised Multitask Learners<br/> Adapting Large Language Models to Domains via Reading Comprehension |
    • ![arXiv - proj/AlphaFin.svg?style=social)](https://github.com/AlphaFin-proj/AlphaFin)[![huggingface](https://img.shields.io/badge/πŸ€—-Model%206B%20lora-yellow.svg)](https://huggingface.co/AlphaFin/StockGPT-Stage1) | AlphaFin: Benchmarking Financial Analysis with RetrievalAugmented Stock-Chain Framework |
    • ![arXiv - DI/XuanYuan.svg?style=social)](https://github.com/Duxiaoman-DI/XuanYuan)[![huggingface](https://img.shields.io/badge/πŸ€—-Model%206B~70B-yellow.svg)](https://huggingface.co/Duxiaoman-DI/XuanYuan2-70B-Chat) |XuanYuan 2.0: A Large Chinese Financial Chat Model with Hundreds of Billions Parameters |
    • ![arXiv - FinLLM.svg?style=social)](https://github.com/FudanDISC/DISC-FinLLM)[![huggingface](https://img.shields.io/badge/πŸ€—-Model%2013B-yellow.svg)](https://huggingface.co/Go4miii/DISC-FinLLM) | Disc-finllm: A chinese financial large language model based on multiple experts fine-tuning |
    • ![arXiv - Model%207B-yellow.svg)](https://huggingface.co/TongjiFinLab/CFGPT1-sft-7B-Full) | Cfgpt: Chinese financial assistant with large language model |
    • ![arXiv - FinAI/PIXIU.svg?style=social)](https://github.com/The-FinAI/PIXIU)[![huggingface](https://img.shields.io/badge/πŸ€—-Model%207B-yellow.svg)](https://huggingface.co/ChanceFocus/finma-7b-full) | Pixiu: A large language model, instruction data and evaluation benchmark for finance |
    • ![arXiv - Foundation/FinGPT.svg?style=social)](https://github.com/AI4Finance-Foundation/FinGPT)[![huggingface](https://img.shields.io/badge/πŸ€—-Model%207B%20lora-yellow.svg)](https://huggingface.co/FinGPT/fingpt-mt_llama2-7b_lora) | Fingpt: Open-source financial large language models |
    • arXiv - None-yellow.svg) | [SMP 2023 ChatGLMι‡‘θžε€§ζ¨‘εž‹ζŒ‘ζˆ˜θ΅›](https://tianchi.aliyun.com/competition/entrance/532126) |

  • Agent

    • ![arXiv - None-yellow.svg) | FinVision: A Multi-Agent Framework for Stock Market Prediction |
    • ![arXiv - FinAI/FinCon.svg?style=social)](https://github.com/The-FinAI/FinCon)![huggingface](https://img.shields.io/badge/πŸ€—-None-yellow.svg) | FinCon: A Synthesized LLM Multi-Agent System with Conceptual Verbal Reinforcement for Enhanced Financial Decision Making |
    • ![arXiv - Foundation/FinRobot.svg?style=social)](https://github.com/AI4Finance-Foundation/FinRobot)![huggingface](https://img.shields.io/badge/πŸ€—-None-yellow.svg) | FinRobot: An Open-Source AI Agent Platform for Financial Applications using Large Language Models |
    • ![arXiv - None-yellow.svg) | FinAgent: A Multimodal Foundation Agent for Financial Trading: Tool-Augmented, Diversified, and Generalist |
    • ![arXiv - LLM-StockTrading.svg?style=social)](https://github.com/pipiku915/FinMem-LLM-StockTrading)![huggingface](https://img.shields.io/badge/πŸ€—-None-yellow.svg) | FINMEM: A PERFORMANCE-ENHANCED LLM TRADING AGENT WITH LAYERED MEMORY AND CHARACTER DESIGN |

  • Datasets

Categories
Papers 9 Agent 5 Datasets 1
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