Dataset Card for Calc ape210k Summary This dataset is an instance of Ape210K dataset, converted to a simple HTML like language that can be easily parsed (e.g. by BeautifulSoup). The data contains 3 types of tags: gadget: A tag whose content is intended to be evaluated by calling an external tool (sympy based calculator in this case) output: An output of the external tool result: The final answer to the mathematical problem (a number) Supported Tasks The dataset is intended for training Chain of Thought reasoning models able to use external tools to enhance the factuality of their responses. This dataset presents in context scenarios where models can outsource the computations in the reasoning chain to a calculator. Construction Process First, we translated the questions into English using Google Translate. Next, we parsed the equations and the results. We linearized the equations into a sequence of elementary steps and evaluated them using a sympy based calculator. We numerically compare the output with the result in the data and remove all examples where they do not match (less than 3% loss in each split). Finally, we save the chain of steps in the HTML like language in the chain…
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