DeepSeekMath 7B: An AI That Learns Math From the Web
Meet a new AI that gets better at solving math by reading lots of online math and code.
Called DeepSeekMath 7B, it practices on huge amounts of web content, and that helps it tackle tough problems more often.
The model shows strong improvements on hard competition-style math, coming close to top systems without needing outside tools or voting tricks.
It still makes errors sometimes, but it finds patterns and follows steps in ways that surprise people.
Two things seem to matter most: the rich mix of real web content, and a new training method that nudges the model to think more clearly while using memory better.
This approach boosts its mathematical reasoning skills and makes it faster at learning.
The work hints at AI that can help students, teachers, or hobbyists with hard problems, though it isn't perfect yet.
Expect more updates soon as the team keeps improving how AI studies online math, using public text to teach machines to reason.
Read article comprehensive review in Paperium.net:
DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open LanguageModels
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