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
  • Search

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