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Stanford Center for Research on Foundation Models

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  1. helm helm Public

    Holistic Evaluation of Language Models (HELM), a framework to increase the transparency of language models (https://arxiv.org/abs/2211.09110). This framework is also used to evaluate text-to-image …

    Python 1.9k 243

  2. BioMedLM BioMedLM Public

    Python 601 63

  3. levanter levanter Public

    Legible, Scalable, Reproducible Foundation Models with Named Tensors and Jax

    Python 495 80

  4. mistral mistral Public

    Mistral: A strong, northwesterly wind: Framework for transparent and accessible large-scale language model training, built with Hugging Face 🤗 Transformers.

    Python 559 49

Repositories

Showing 10 of 18 repositories
  • helm Public

    Holistic Evaluation of Language Models (HELM), a framework to increase the transparency of language models (https://arxiv.org/abs/2211.09110). This framework is also used to evaluate text-to-image models in Holistic Evaluation of Text-to-Image Models (HEIM) (https://arxiv.org/abs/2311.04287).

    stanford-crfm/helm’s past year of commit activity
    Python 1,884 Apache-2.0 243 131 (14 issues need help) 11 Updated Oct 1, 2024
  • ecosystem-graphs Public
    stanford-crfm/ecosystem-graphs’s past year of commit activity
    JavaScript 256 34 21 9 Updated Oct 1, 2024
  • levanter Public

    Legible, Scalable, Reproducible Foundation Models with Named Tensors and Jax

    stanford-crfm/levanter’s past year of commit activity
    Python 495 Apache-2.0 80 80 (7 issues need help) 11 Updated Oct 1, 2024
  • haliax Public

    Named Tensors for Legible Deep Learning in JAX

    stanford-crfm/haliax’s past year of commit activity
    Python 149 Apache-2.0 11 23 (6 issues need help) 4 Updated Sep 15, 2024
  • air-bench-2024 Public

    AIR-Bench 2024 is a safety benchmark that aligns with emerging government regulations and company policies

    stanford-crfm/air-bench-2024’s past year of commit activity
    Jupyter Notebook 6 Apache-2.0 1 0 0 Updated Aug 14, 2024
  • fmti Public

    The Foundation Model Transparency Index

    stanford-crfm/fmti’s past year of commit activity
    67 CC-BY-4.0 8 0 1 Updated May 23, 2024
  • data-overlap Public
    stanford-crfm/data-overlap’s past year of commit activity
    Python 5 0 0 0 Updated Mar 27, 2024
  • helm-efficiency Public
    stanford-crfm/helm-efficiency’s past year of commit activity
    Jupyter Notebook 9 0 0 0 Updated Dec 12, 2023
  • halie Public
    stanford-crfm/halie’s past year of commit activity
    HTML 13 Apache-2.0 2 0 0 Updated Dec 11, 2023
  • mistral Public

    Mistral: A strong, northwesterly wind: Framework for transparent and accessible large-scale language model training, built with Hugging Face 🤗 Transformers.

    stanford-crfm/mistral’s past year of commit activity
    Python 559 Apache-2.0 49 18 3 Updated Nov 10, 2023
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