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license: apache-2.0 |
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tags: |
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- unsloth |
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- trl |
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- sft |
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language: |
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- en |
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base_model: |
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- Qwen/Qwen2.5-7B-Instruct |
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--- |
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Model Description: |
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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. |
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- Model Source: This model is based on the Qwen-2.5-7B model and has been further trained by nguyentd. |
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- Fine-tuning Dataset: |
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+ 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: |
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+ Macroeconomics |
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+ Microeconomics |
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+ Investing |
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+ Personal Finance |
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+ Career Advice (related to economics) |
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- Intended Use Cases: This model is best suited for: |
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+ Generating informative responses to questions about economic principles. |
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+ Offering potential solutions to personal finance dilemmas. |
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+ Providing explanations of economic concepts and events. |
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+ Assisting with understanding economic discussions and debates. |
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- Limitations: |
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+ 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. |
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+ 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. |
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+ 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. |
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+ 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. |
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- Ethical Considerations: |
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+ Misinformation: The potential for the model to generate misleading or incorrect information underscores the importance of verifying its output. |
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+ Financial Responsibility: Users should be aware that relying solely on the model's advice for financial decisions can lead to negative consequences. |
