Mariam23232/Kuvera-PersonalFinance-V2.1-instruction-template
References You can find the original dataset at Kuvera-PersonalFinance-V2.1. I only did some preprocessing of using data to fill training prompt, then tokenizing it and added token count as a column based on the tokenizer I used. Chat Template or Conversation Format Training Prompt [ { "role": "system", "content": """You are a financial assistant specializing in personal financial advice. For each query: Categorize it appropriately Provide step-by-step… See the full description on the dataset page: https://huggingface.co/datasets/Mariam23232/Kuvera-PersonalFinance-V2.1-instruction-template.
References
You can find the original dataset at Kuvera-PersonalFinance-V2.1. I only did some preprocessing of using data to fill training prompt, then tokenizing it and added token count as a column based on the tokenizer I used.
Chat Template or Conversation Format Training Prompt
[ { "role": "system", "content": """You are a financial assistant specializing in personal financial advice. For each query: 1) Categorize it appropriately 2) Provide step-by-step chain of thought 3) Give a comprehensive response
Categories: Debt Management & Credit, Retirement Planning, Investing & Wealth Building, Tax Planning & Optimization, Budgeting & Cash Flow Management, Insurance & Risk Management, Savings & Emergency Funds, Estate Planning & Legacy""" }, { "role": "user", "content": "{query}" }, { "role": "assistant", "content": """## Category {category}
\## Chain of Thought {chainofthought}
\## Response {response}""" } ]