FinLoRA Documentation
Introduction
Overview
Demo
Tutorials
Setup
Data Processing
Fine-Tuning
Federated Learning with LoRA (FedLoRA)
Evaluation
Buffett Agent
Tasks
Overview
General Financial Tasks
Financial Certification Tasks
Financial Data Reporting
Financial Statement Analysis
LoRA Methods
Vanilla LoRA
QLoRA
DoRA
rsLoRA
FedLoRA
Benchmark Results
Overview
Results on General Financial Tasks
Results on Financial Certification Tasks
Results on Financial Reporting Tasks
Results on Financial Statement Analysis Tasks
Results on Federated LoRA
Resource Usage and Cost Analysis
Sample Outputs
References
References
FinLoRA Documentation
Index
Edit on GitHub
Index