I’m trying to make an application using gpt-3.5-turbo, but it seems that it can’t do simple math properly. Here’s an example demonstration using ChatGPT web-interface.
“Here are some information:
A voltage range is from 0.3V to 18V
B voltage range is from 1.3V to 1.9V
From those information, please answer “which one can provide 1.5V voltage, A or B?” Please think step-by-step”
“Neither A nor B can provide a 1.5V voltage directly within their given voltage ranges. However, there are different ways to obtain a 1.5V voltage using these ranges.
One way to obtain a 1.5V voltage using the given voltage ranges is to use a voltage regulator. A voltage regulator is an electronic component that can provide a stable output voltage regardless of changes in the input voltage or current.”
What should I change my prompt to make it smarter in math?
I’ve lot of problems with GPT4 and Math. GPT4 makes a lot of mistakes and I would like to train my own MathGPT bot to help a lot of students in a proper way with math. But how can I train my bot. There are several levels of input : the conversation between tutors ans student to generate conversitian data 2) mathproblems for the students 3) theorie old exams etc.
Can you help me or advice a bit with this?
You will probably need to create multiple fine tunes, one for each situation and use a different tool like the wolfram alpha API to check if the results are correct.
For a start you will need to gather data like tutor-student chats, math problems, and study materials to create a rich dataset.
Then you’ll need to tidy up your data, make it consistent, and use a tool like Wolfram API to double-check the math is correct.
Then you can use a platform like OpenAI’s API to fine-tune GPT-4 with your situation specific dataset.
I hope this helps you create an awesome MathGPT bot! Best of luck!