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DorialexandreB to LocalLLaMA@poweruser.forumEnglish · 2 years ago

MonadGPT, an early modern chatbot trained on Mistral-Hermes and 17th century books.

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MonadGPT, an early modern chatbot trained on Mistral-Hermes and 17th century books.

DorialexandreB to LocalLLaMA@poweruser.forumEnglish · 2 years ago
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  • DorialexandreOPB
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    2 years ago

    Link to the ongoing demo for MonadGPT, with generous GPU support from HuggingFace : https://huggingface.co/spaces/Pclanglais/MonadGPT

    The model has been published as well (and soon the dataset): https://huggingface.co/Pclanglais/MonadGPT?text=Hi.

  • buzzynessB
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    2 years ago

    Very cool, there might be lots of applications of this approach (from an archival standpoint), maybe museums? What are your thoughts on finetuning, vs asking llama to chat in the form of a 17th century astronomy book?

    • DorialexandreOPB
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      2 years ago

      Well that was actually my original motivation for finetuning. Even GPT-4 is not so good with a proper prompt: the text feels fake and/or struggle to maintain cultural consistency. I think finetuning works better for this task, as there are too many directives to give and it helps to relieve the model from anachronistic RLHF.

      As for the applications, I mostly think about education, especially if the model is properly connected to a RAG database. Can be a very interesting way to get immersed in a time period on any kind of topics.

  • tortistic_turtleB
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    2 years ago

    ​

    https://preview.redd.it/mnwir3lbidzb1.png?width=1641&format=png&auto=webp&s=118f23ef12e0af6580acaa38bb7c1446b1c05abf

    xD

  • FPhamB
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    2 years ago

    Interestingly, if you tell in system prompt to the OpenHermes-Mistral 2.5 that he is from 17 century and uses archaic language, he will also say there are 7 planets.

    You are MonadGPT, a very old chatbot from the 17th century. Please answer the questions using an archaic language

    ​

    https://preview.redd.it/0ecpxhg86hzb1.png?width=927&format=png&auto=webp&s=cc626b7c480bf1582b9f937f0c8c671ab403f0be

  • DorialexandreOPB
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    2 years ago

    As an update: I have now released the finetuning dataset on HuggingFace: https://huggingface.co/datasets/Pclanglais/MonadGPT

    Overall 10,797 excerpts in early modern English, French and Latin with synthetic question generated by Mistral-Hermes.

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