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@stanford-crfm Stanford Center for Research on Foundation Models

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    22 repositories

    • helm

      Public
      Holistic Evaluation of Language Models (HELM) is an open source Python framework created by the Center for Research on Foundation Models (CRFM) at Stanford for holistic, reproducible and transparent evaluation of foundation models, including large language models (LLMs) and multimodal models.
      Python
      •
      Apache License 2.0
      •327•2.4k•141•14•Updated Aug 22, 2025Aug 22, 2025

    • levanter

      Public
      Legible, Scalable, Reproducible Foundation Models with Named Tensors and Jax
      Python
      •
      Apache License 2.0
      •109•645•56•24•Updated Aug 22, 2025Aug 22, 2025

    • haliax

      Public
      Named Tensors for Legible Deep Learning in JAX
      Python
      •
      Apache License 2.0
      •19•201•22•14•Updated Aug 19, 2025Aug 19, 2025

    • lm-evaluation-harness

      Public
      Fork of lm-evaluation-harness
      Python
      •
      MIT License
      •0•4•0•0•Updated Jul 24, 2025Jul 24, 2025

    • image2struct

      Public
      A Benchmark for Evaluating Vision-Language Models in extracting Structured Information from Images
      Python
      •
      Apache License 2.0
      •0•8•0•0•Updated Apr 17, 2025Apr 17, 2025

    • chatnoir-resiliparse

      Public
      A robust web archive analytics toolkit
      Cython
      •
      Apache License 2.0
      •15•1•0•0•Updated Mar 25, 2025Mar 25, 2025

    • cc-index-server

      Public
      Common Crawl Index Server
      HTML
      •28•1•0•0•Updated Feb 25, 2025Feb 25, 2025

    • ecosystem-graphs

      Public
      JavaScript
      •36•267•0•0•Updated Jan 24, 2025Jan 24, 2025

    • air-bench-2024

      Public
      AIR-Bench 2024 is a safety benchmark that aligns with emerging government regulations and company policies
      Jupyter Notebook
      •
      Apache License 2.0
      •3•24•0•0•Updated Aug 14, 2024Aug 14, 2024

    • fmti

      Public
      The Foundation Model Transparency Index
      Creative Commons Attribution 4.0 International
      •8•83•0•1•Updated May 23, 2024May 23, 2024

    • data-overlap

      Public
      Python
      •0•7•0•0•Updated Mar 27, 2024Mar 27, 2024

    • helm-efficiency

      Public
      Jupyter Notebook
      •1•10•0•0•Updated Dec 12, 2023Dec 12, 2023

    • halie

      Public
      HTML
      •
      Apache License 2.0
      •2•17•0•0•Updated Dec 11, 2023Dec 11, 2023

    • mistral

      Public
      Mistral: A strong, northwesterly wind: Framework for transparent and accessible large-scale language model training, built with Hugging Face 🤗 Transformers.
      Python
      •
      Apache License 2.0
      •52•573•18•3•Updated Nov 10, 2023Nov 10, 2023

    • mosaicml-benchmarks

      Public
      Fast and flexible reference benchmarks
      Python
      •
      Apache License 2.0
      •129•0•0•1•Updated Oct 27, 2023Oct 27, 2023

    • EUAIActJune15

      Public
      Stanford CRFM's initiative to assess potential compliance with the draft EU AI Act
      MIT License
      •6•94•1•0•Updated Oct 18, 2023Oct 18, 2023

    • BioMedLM

      Public
      Python
      •67•633•21•2•Updated Aug 20, 2023Aug 20, 2023

    • transformers_fsdp_checkpoint_fix

      Public
      🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.
      Python
      •
      Apache License 2.0
      •30k•1•0•0•Updated Jul 31, 2023Jul 31, 2023

    • composer

      Public
      Composing methods for ML training efficiency
      Python
      •
      Apache License 2.0
      •451•2•0•0•Updated Sep 23, 2022Sep 23, 2022

    • sprucfluo

      Public
      Data streaming for LMs. WIP
      Python
      •
      Apache License 2.0
      •1•3•0•0•Updated May 10, 2022May 10, 2022

    • transformers

      Public
      🤗Transformers: State-of-the-art Natural Language Processing for Pytorch and TensorFlow 2.0.
      Python
      •
      Apache License 2.0
      •30k•6•1•0•Updated Sep 28, 2021Sep 28, 2021

    • janus

      Public
      A Streamlit interface that's a doorway into GPT-X.
      Python
      •0•2•0•1•Updated May 23, 2021May 23, 2021