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Is there any prior work on how to integrate a LLM with something as primitive as a simple calculator? I suspect it's hard. Does ChatGPT even know what question
by pbw 4y ago
Is there any prior work on how to integrate a LLM with something as primitive as a simple calculator? I suspect it's hard. Does ChatGPT even know what question to ask? Integrating LLM's with logic/reasoning/computation seems important, but I wonder if it's a ways off?
I doubt anyone would bother integration with Wolfram except for Wolfram, though.
- reuben364 4y agoAs far as I recall Meta's Galactica has special tokens to mark working out which can include python code and can run the code during inference to get a result.
- lern_too_spel 4y agoWhat you're looking for is an action transformer. https://www.adept.ai/act https://www.adept.ai/act
- thekyle 4y agoOpenAI already taught GPT-3 to perform web searches and look for answers in the results, so I'm pretty sure that using a calculator would be very doable. https://openai.com/blog/webgpt/ https://openai.com/blog/webgpt/