📈 Business

Fin-R1

Large models for financial inference driven by reinforcement learning.

#Artificial Intelligence
#Open source
#language model
#data science
#finance
Fin-R1

Product Details

Fin-R1 is a large-scale language model designed specifically for the financial field to improve financial reasoning capabilities. Jointly developed by Shanghai University of Finance and Economics and Caiyue Xingchen, it is based on Qwen2.5-7B-Instruct for fine-tuning and reinforcement learning. It has efficient financial reasoning capabilities and is suitable for core financial scenarios such as banks and securities. The model is free and open source, making it easy for users to use and improve.

Main Features

1
Financial code generation: Supports programming code generation for various financial models and algorithms.
2
Financial Calculation: Perform quantitative analysis and calculations on complex financial issues.
3
English Financial Calculation: Supports building and writing financial models in English.
4
Financial security compliance: Help enterprises ensure that business operations comply with relevant regulations.
5
Intelligent risk control: Use AI technology to identify and manage financial risks and improve decision-making efficiency.
6
ESG analysis: Evaluate the sustainable development capabilities of enterprises and promote the fulfillment of social responsibilities.
7
Multi-round interaction capability: supports multi-round dialogue interaction in the financial field.
8
High-quality data support: Improve data quality through sophisticated data distillation and filtering.

How to Use

1
Visit the GitHub page to download the Fin-R1 model.
2
Configure the environment and dependent libraries according to the documentation.
3
Select the required financial data set for model fine-tuning.
4
Use fine-tuned models for inference on specific financial tasks.
5
Adjust model parameters and input data according to needs and conduct multiple rounds of interaction.

Target Users

This product is suitable for financial professionals, investors and financial institutions because it can effectively improve the accuracy and efficiency of financial decision-making and meet the needs of high-quality financial reasoning.

Examples

Bank risk assessment system: Credit risk assessment through the Fin-R1 model.

Securities Market Analysis Tools: Use models for stock market trend analysis.

Compliance audit assistant: Helps companies establish compliance management systems and conduct regular inspections.

Quick Access

Visit Website →

Categories

📈 Business
› AI model
› finance

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