Ask HN: Can I download GPT / ChatGPT to my desktop?

This page summarizes the projects mentioned and recommended in the original post on news.ycombinator.com

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  • PaLM-rlhf-pytorch

    Implementation of RLHF (Reinforcement Learning with Human Feedback) on top of the PaLM architecture. Basically ChatGPT but with PaLM

  • Possibly the "PaLM + RLHF - Pytorch" project:

    https://github.com/lucidrains/PaLM-rlhf-pytorch

  • YaLM-100B

    Pretrained language model with 100B parameters

  • I don't much follow AI news beyond what I randomly happen to see on HN, but this might still be the largest open source model: https://github.com/yandex/YaLM-100B . There's discussion of it here: https://old.reddit.com/r/MachineLearning/comments/vpn0r1/d_h... - at the bottom of that page is a comment from someone who actually ran it in the cloud.

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  • DALLE-mtf

    Open-AI's DALL-E for large scale training in mesh-tensorflow.

  • It's not possible post GPT2 for the reasons given by others.

    Open communities with potential for involving yourself include Hugging Face and EleutherAI, the former perhaps more accessible, the latter an active Discord.

    It's been a while since I spent time looking at them, I'm not sure if there is something you can easily get up and running with.

    https://huggingface.co/

    https://www.eleuther.ai/

  • petals

    🌸 Run LLMs at home, BitTorrent-style. Fine-tuning and inference up to 10x faster than offloading

  • https://github.com/bigscience-workshop/petals

    Since my other account is shadow banned for some unexplained reason, I just wanted to mention the petal project. It's an attempt to bittorrent style distribute the load of running these large models. Good luck!

NOTE: The number of mentions on this list indicates mentions on common posts plus user suggested alternatives. Hence, a higher number means a more popular project.

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