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Graphcore Research

README.md

Graphcore Research

Our research team’s mission is to follow and contribute to the advancement of AI research, aiming to characterize the computational requirements of machine intelligence.

To learn more about the Graphcore research team and the work we’ve been doing, check out our blog and recent papers.

We also publish a papers-of-the-month blog post / newsletter, which you can subscribe to here.

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  1. unit-scaling unit-scaling Public

    A library for unit scaling in PyTorch

    Jupyter Notebook 93 7

  2. bess-kge bess-kge Public

    A PyTorch library for Knowledge Graph Embedding on Graphcore IPUs implementing the distribution framework BESS

    Jupyter Notebook 3 2

  3. jax-scalify jax-scalify Public

    JAX Scalify: end-to-end scaled arithmetics

    Python 8

  4. llm-inference-research llm-inference-research Public

    An experimentation platform for LLM inference optimisation

    Jupyter Notebook 17 1

  5. gfloat gfloat Public

    Generic floating-point types in Python

    Python 11 2

Repositories

Showing 10 of 30 repositories
  • ml_dtypes Public Forked from jax-ml/ml_dtypes

    A stand-alone implementation of several NumPy dtype extensions used in machine learning.

    graphcore-research/ml_dtypes’s past year of commit activity
    C++ 0 Apache-2.0 24 0 0 Updated Sep 4, 2024
  • graphcore-research.github.io Public
    graphcore-research/graphcore-research.github.io’s past year of commit activity
    HTML 0 MIT 0 0 0 Updated Sep 2, 2024
  • unit-scaling Public

    A library for unit scaling in PyTorch

    graphcore-research/unit-scaling’s past year of commit activity
    Jupyter Notebook 93 Apache-2.0 7 4 0 Updated Sep 2, 2024
  • kg-topology-toolbox Public

    A Python toolbox to compute topological metrics and statistics for Knowledge Graphs

    graphcore-research/kg-topology-toolbox’s past year of commit activity
    Python 4 MIT 0 0 0 Updated Aug 30, 2024
  • llm-inference-research Public

    An experimentation platform for LLM inference optimisation

    graphcore-research/llm-inference-research’s past year of commit activity
    Jupyter Notebook 17 MIT 1 0 0 Updated Aug 29, 2024
  • minimol Public

    MiniMol is a 10M-parameters molecular fingerprinting model pre-trained on >3300 biological and quantum tasks

    graphcore-research/minimol’s past year of commit activity
    Jupyter Notebook 13 MIT 2 0 0 Updated Aug 22, 2024
  • jax-scalify Public

    JAX Scalify: end-to-end scaled arithmetics

    graphcore-research/jax-scalify’s past year of commit activity
    Python 8 Apache-2.0 0 7 2 Updated Aug 20, 2024
  • gfloat Public

    Generic floating-point types in Python

    graphcore-research/gfloat’s past year of commit activity
    Python 11 MIT 2 0 2 Updated Jul 19, 2024
  • sparq-llama.cpp Public Forked from ggerganov/llama.cpp

    LLM inference in C/C++

    graphcore-research/sparq-llama.cpp’s past year of commit activity
    C++ 0 MIT 9,472 0 0 Updated Jul 19, 2024
  • out-of-the-box-fp8-training Public

    Demo of the unit_scaling library, showing how a model can be easily adapted to train in FP8.

    graphcore-research/out-of-the-box-fp8-training’s past year of commit activity
    Jupyter Notebook 33 MIT 3 0 0 Updated Jul 17, 2024
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