milana pythia - Search
  1. Github
    https://github.com/EleutherAI/pythia

    GitHub - EleutherAI/pythia: The hub for EleutherAI's work on ...

    • This repository is for EleutherAI's project Pythia which combines interpretability analysis and scaling laws to understand how knowledge develops and evolves during training in autoregressive transformers. F… See more

    Models

    We train and release a suite of 8 model sizes on the the Pile (paper, datasheet) as well as the … See more

    Github
    Changelog

    [November 2, 2023] We have added 14M and 31M models at the request of some researchers. We plan on training deduped versions of these models in the future.
    [April 3, 20… See more

    Github
    Quickstart

    All Pythia models are hosted on the Huggingface hub. They can be loaded and used via the following code (shown for the 3000-step pythia-70M-deduped model checkpoint):… See more

    Github
    Reproducing Training

    (Expanded reproduction instructions provided by @BaruchG ).
    We provide the training data for replication of our training runs. The GPT-NeoX library requires th… See more

    Github
    Exploring the Dataset

    We provide a tool to view particular portions of the training dataloader used by all models during training, at utils/batch_viewer.py.
    First, we ne… See more

    Github
    Pythia Paper Replication

    We provide further information for those interested in replicating our case studies performed in the Pythia suite paper in the case-studies/ folder of this repository, being
    •Memorizat… See more

    Github
    Feedback

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  7. Instagram
    https://www.instagram.com/pythia

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  8. nnsets.fr
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  13. Proceedings of Machine Learning Research
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  15. Instagram
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  16. World History Encyclopedia
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  18. The Conversation
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  20. LinkedIn
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