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@AI-Hypercomputer

AI-Hypercomputer

Reference implementations, benchmarks, recipes, and all things Google Cloud AI Hypercomputer

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  1. maxtext maxtext Public

    A simple, performant and scalable Jax LLM!

    Python 1.5k 295

  2. JetStream JetStream Public

    JetStream is a throughput and memory optimized engine for LLM inference on XLA devices, starting with TPUs (and GPUs in future -- PRs welcome).

    Python 235 31

  3. maxdiffusion maxdiffusion Public

    Python 156 17

  4. xpk xpk Public

    xpk (Accelerated Processing Kit, pronounced x-p-k,) is a software tool to help Cloud developers to orchestrate training jobs on accelerators such as TPUs and GPUs on GKE.

    Python 81 24

  5. jetstream-pytorch jetstream-pytorch Public

    PyTorch/XLA integration with JetStream (https://github.com/google/JetStream) for LLM inference"

    Python 41 15

  6. gpu-recipes gpu-recipes Public

    Recipes for reproducing training and serving benchmarks for large machine learning models using GPUs on Google Cloud.

    Python 22 2

Repositories

Showing 10 of 12 repositories
  • xpk Public

    xpk (Accelerated Processing Kit, pronounced x-p-k,) is a software tool to help Cloud developers to orchestrate training jobs on accelerators such as TPUs and GPUs on GKE.

    AI-Hypercomputer/xpk’s past year of commit activity
    Python 81 Apache-2.0 24 11 21 Updated Nov 22, 2024
  • maxtext Public

    A simple, performant and scalable Jax LLM!

    AI-Hypercomputer/maxtext’s past year of commit activity
    Python 1,536 Apache-2.0 295 26 (2 issues need help) 102 Updated Nov 22, 2024
  • pathways-utils Public

    Package of Pathways-on-Cloud utilities

    AI-Hypercomputer/pathways-utils’s past year of commit activity
    Python 7 Apache-2.0 1 0 1 Updated Nov 20, 2024
  • JetStream Public

    JetStream is a throughput and memory optimized engine for LLM inference on XLA devices, starting with TPUs (and GPUs in future -- PRs welcome).

    AI-Hypercomputer/JetStream’s past year of commit activity
    Python 235 Apache-2.0 31 14 4 Updated Nov 19, 2024
  • AI-Hypercomputer/ml-goodput-measurement’s past year of commit activity
    Python 10 Apache-2.0 0 0 0 Updated Nov 19, 2024
  • AI-Hypercomputer/maxdiffusion’s past year of commit activity
    Python 156 Apache-2.0 17 3 (1 issue needs help) 6 Updated Nov 13, 2024
  • jetstream-pytorch Public

    PyTorch/XLA integration with JetStream (https://github.com/google/JetStream) for LLM inference"

    AI-Hypercomputer/jetstream-pytorch’s past year of commit activity
    Python 41 Apache-2.0 15 9 4 Updated Nov 9, 2024
  • AI-Hypercomputer/tpu-recipes’s past year of commit activity
    Shell 5 Apache-2.0 0 3 0 Updated Nov 6, 2024
  • gpu-recipes Public

    Recipes for reproducing training and serving benchmarks for large machine learning models using GPUs on Google Cloud.

    AI-Hypercomputer/gpu-recipes’s past year of commit activity
    Python 22 Apache-2.0 2 0 0 Updated Oct 30, 2024
  • RankML Public
    AI-Hypercomputer/RankML’s past year of commit activity
    Python 2 Apache-2.0 1 0 1 Updated Oct 24, 2024

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