Pranav Deshpande's picture

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Pranav Deshpande

pranav-deshpande

https://pranavdeshpande.com

pranav-deshpande

AI & ML interests

Game playing agents

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liked a model about 1 month ago

sesame/csm-1b

replied to Sentdex's post about 1 year ago

Working through the Reddit dataset, one thing that occurs to me is we pretty much always train LLMs to be a conversation between 2 parties like Bot/Human or Instruction/Response. It seems far more common with internet data that we have multi-speaker/group discussions with a dynamic number of speakers. This also seems to be more realistic to the real world too and requires a bit more understanding to model. Is there some research into this? I have some ideas of how I'd like to implement it, but I wonder if some work has already been done here?

reacted to Sentdex's post with 👍 about 1 year ago

Working through the Reddit dataset, one thing that occurs to me is we pretty much always train LLMs to be a conversation between 2 parties like Bot/Human or Instruction/Response. It seems far more common with internet data that we have multi-speaker/group discussions with a dynamic number of speakers. This also seems to be more realistic to the real world too and requires a bit more understanding to model. Is there some research into this? I have some ideas of how I'd like to implement it, but I wonder if some work has already been done here?

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