Replace Chain of Thought with Thread of Thought

[bennmann]

https://arxiv.org/abs/2311.08734 is Thread of Thought new SOTA over Chain of Thought?

[Akashpaila]

Can i do this ?

[Harsha-Nori]

I'm not familiar with the Thread of Thought work -- definitely interesting, thanks for the pointer! @Akashpaila, we'd love the help. If you'd like to give testing it a shot, I'd recommend taking one of the simpler benchmarks (eg perhaps DROP or GSM8K) and seeing if we can extend the prompt part of the code to use the Thread of Thought variant. We can then run it and see what the performance looks like on these datasets, with perhaps an eye to extending it into the full medprompt+ in the future.