financial-qa-dataset

This dataset consists of Question-Answer_Context Pairs. It also consists of metadata for filtering the records.

Repo Structure

financial-qa-dataset
    ├── financial-qa-dataset.csv
    ├── metadata.csv
    ├── notebooks
    │   |── loading_dataset.ipynb
    │   |── Loading_dataset_huggingface.ipynb
    │   |── basic_rag_langchain_vertexai.ipynb
    │   |── basic_rag_with_evaluation.ipynb
    |
    ├── data
        |── Statements
        |── Reports

Use Cases

This dataset can be used for the following :

1. Benchmarking perfromance of RAG systems
2. Supervised Fine-tuning of Large Language Models
3. RLHF for Large Language Models
4. Financial domain specific question answering systems
5. Financial entity extraction

Sample Scripts

1. loading_dataset.ipynb
2. Loading_dataset_huggingface.ipynb
3. basic_rag_langchain_vertexai
4. basic_rag_with_evaluation

CITATION

When using the financial-qa-dataset dataset in a product , service, research or including data in a redistribution, please cite the following :