DISC-FinLLM

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DISC-FinLLM is an Open Source Finance tool that provides professional, intelligent, and comprehensive financial consulting services. It is a Chinese financial large language model developed by Fudan University's DISC lab.

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At a glance

Pricing

Open Source

Free tier

Yes

API

Skill level

Technical

About

What is DISC-FinLLM?

DISC-FinLLM is an open-source Chinese financial large language model (LLM) developed by Fudan University's Data Intelligence and Social Computing Lab (Fudan-DISC). It is designed to offer professional, intelligent, and comprehensive financial consulting services across various financial scenarios. The model is built as a multi-expert intelligent financial system, comprising four modules: financial consulting, financial text analysis, financial calculation, and financial knowledge retrieval Q&A. These modules are trained on a high-quality financial dataset, DISC-Fin-SFT, which includes approximately 250,000 data points. DISC-FinLLM supports LoRA fine-tuning for specialized tasks and provides full parameter models, making it a versatile tool for financial NLP tasks, human-like question answering, data analysis, and current events analysis.

Best used for

Ideal for financial analysts and researchers who need to conduct in-depth financial text analysis, perform complex financial calculations, and retrieve specific financial knowledge. Especially valuable for those working with Chinese financial data and requiring specialized AI models for various financial tasks.

Common actions

provide financial advice

analyze financial text

perform financial calculations

retrieve financial knowledge

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Capabilities

Key features

Financial consulting
Financial text analysis
Financial calculation
Financial knowledge retrieval
LoRA fine-tuning
Multi-expert system

Target Audience

financial analystresearcher

Integrations

Not yet documented

Pricing & Plans

Open Source

Free

FAQs

What kind of financial consulting can DISC-FinLLM provide?

DISC-FinLLM offers multi-round dialogue on financial topics, explains professional financial knowledge within a Chinese context, and provides high-quality consulting services. It is trained on a dedicated financial consulting instruction dataset to ensure relevance and accuracy.

What types of financial calculations can DISC-FinLLM perform?

The tool can handle basic calculations like interest and growth rates, statistical analysis, and complex financial models such as Black-Scholes option pricing and EDF expected default probability. It utilizes an expression calculator, equation solver, normal probability table, and counter tools.

How does DISC-FinLLM retrieve financial knowledge?

It can provide investment advice, current events analysis, and policy interpretations based on financial news, research reports, and relevant policy documents. This module is trained with retrieval-augmented instructions, leveraging a knowledge base of 18k research reports and 69k financial news articles.

Can DISC-FinLLM be fine-tuned for specific tasks?

Yes, DISC-FinLLM supports LoRA fine-tuning, allowing users to train specific expert modules for different financial functions like financial consulting, file analysis, financial accounting, and current events analysis. This enables flexible activation or deactivation of modules based on user needs.

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