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hey welcome back so as you know one of the problems with large language models is that theyamp;#39;re pretty bad at math although they have been getting a little bit better recently and the major reason for that is thereamp;#39;s not a lot of good training data to be able to teach the large language models on how to solve math problems now thatamp;#39;s not to say thereamp;#39;s not lots of good math content on the internet that you can scrape and teach the models with and itamp;#39;s not to say thereamp;#39;s not a lot of good data sets actually thereamp;#39;s a lot of math problems and answers on the internet as well but itamp;#39;s not the right type of data sets to be able to teach those models in order to teach an llm on how to do math itamp;#39;s not enough to give it the question and the answer you need to give it the reasoning on how to solve the problem and you can see that when you interact with the large language models it used to be when you ask it a question such
