README.md

metadata

license: apache-2.0
tags:
  - unsloth
  - trl
  - sft
language:
  - en
base_model:
  - Qwen/Qwen2.5-7B-Instruct

Model Description:

This model, nguyentd/FinancialAdvice-Qwen2.5-7B, is a fine-tuned version of the Qwen-2.5-7B language model. It has been trained on a dataset of questions and answers from the Reddit community r/AskEconomics. This specialization aims to improve the model's ability to provide helpful and informed responses to questions related to economics and personal finance.

• Model Source: This model is based on the Qwen-2.5-7B model and has been further trained by nguyentd.

• Fine-tuning Dataset:

  • The model was fine-tuned using a dataset comprised of posts and top-voted answers from the subreddit r/AskEconomics. This dataset covers a range of economic and financial topics, including:

    • Macroeconomics

    • Microeconomics

    • Investing

    • Personal Finance

    • Career Advice (related to economics)

• Intended Use Cases: This model is best suited for:

  • Generating informative responses to questions about economic principles.

  • Offering potential solutions to personal finance dilemmas.

  • Providing explanations of economic concepts and events.

  • Assisting with understanding economic discussions and debates.

• Limitations:

  • Not a Financial Advisor: This model is intended for informational purposes only and should not be considered a substitute for professional financial advice. Always consult with a qualified financial advisor before making any financial decisions.

  • Bias and Subjectivity: The training data from r/AskEconomics may reflect the biases and subjective opinions of the community members. The model's responses may therefore contain similar biases. Critically evaluate the information provided and consider seeking diverse perspectives.

  • Factual Accuracy: While the model strives to provide accurate information, it is not guaranteed to be error-free. Always verify information from reputable sources before making decisions based on the model's output.

  • Limited Scope: The model's knowledge is limited to the information present in the r/AskEconomics dataset. It may not be able to answer questions on highly specialized or niche economic topics.

• Ethical Considerations:

  • Misinformation: The potential for the model to generate misleading or incorrect information underscores the importance of verifying its output.

  • Financial Responsibility: Users should be aware that relying solely on the model's advice for financial decisions can lead to negative consequences.