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With respect to Wolfram Alpha, it's worth noting that VibeThinker-3B is basically a match for the larger frontier models -- hundreds of times larger -- in the narrow domain of mathematical and logical reasoning problems. It doesn't seem necessary to resort to external models or tools for that, at least in principle.


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