OpenAI Math Problems Dataset
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A OpenAI Math Problems Dataset is a mathematical problem dataset that contains math reasoning problems with solutions by OpenAI, Inc..
- AKA: OpenAI Math, OpenAI Math Dataset, OpenAI Mathematics Problems, OpenAI Math Reasoning Data, OpenAI Mathematical Dataset.
- Context:
- It can typically contain 500MB math problems with problem statements and step-by-step solutions.
- It can typically include difficulty levels from elementary math to advanced math.
- It can typically provide solution reasoning through proof steps and logical inferences.
- It can often support mathematical reasoning models through chain-of-thought examples and proof patterns.
- It can often enable theorem proving through formal representations and proof verification.
- It can often facilitate symbolic reasoning through algebraic manipulations and equation solving.
- It can range from being a Basic Math Dataset to being an Advanced Math Dataset, depending on its problem complexity.
- It can range from being an Arithmetic Dataset to being an Abstract Math Dataset, depending on its mathematical domain.
- It can range from being a Computational Math Dataset to being a Proof-Based Math Dataset, depending on its solution type.
- It can range from being a Small Math Collection to being a Large Math Collection, depending on its problem count.
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- Examples:
- Counter-Examples:
- Calculator Output, which contains computation results rather than reasoning problems.
- Formula Reference, which has equations without problem context.
- Math Textbook, which contains instructions rather than problem dataset.
- See: Mathematical Problem Dataset, Reasoning Dataset, OpenAI Platform Dataset Collection, GSM8K Benchmark, Proof-Pile-2, Mathematical Reasoning Task, Chain-of-Thought Prompting, Symbolic Reasoning.