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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 1.6k 308

  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 258 32

  3. maxdiffusion maxdiffusion Public

    Python 172 18

  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 91 29

  5. jetstream-pytorch jetstream-pytorch Public

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

    Python 43 16

  6. gpu-recipes gpu-recipes Public

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

    Python 25 3

Repositories

Showing 10 of 14 repositories
  • maxtext Public

    A simple, performant and scalable Jax LLM!

    AI-Hypercomputer/maxtext’s past year of commit activity
    Python 1,564 Apache-2.0 308 29 (2 issues need help) 107 Updated Dec 29, 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 258 Apache-2.0 32 11 7 Updated Dec 28, 2024
  • 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 91 Apache-2.0 29 16 24 Updated Dec 28, 2024
  • tpu-recipes Public
    AI-Hypercomputer/tpu-recipes’s past year of commit activity
    Shell 5 Apache-2.0 5 3 1 Updated Dec 26, 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 3 Updated Dec 26, 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 25 Apache-2.0 3 0 0 Updated Dec 23, 2024
  • maxdiffusion Public
    AI-Hypercomputer/maxdiffusion’s past year of commit activity
    Python 172 Apache-2.0 18 4 (1 issue needs help) 6 Updated Dec 20, 2024
  • aotc Public
    AI-Hypercomputer/aotc’s past year of commit activity
    Python 0 0 0 0 Updated Dec 18, 2024
  • ray-tpu Public
    AI-Hypercomputer/ray-tpu’s past year of commit activity
    Python 1 Apache-2.0 1 0 0 Updated Dec 17, 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 43 Apache-2.0 16 9 5 Updated Dec 16, 2024

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