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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 326

  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 290 36

  3. maxdiffusion maxdiffusion Public

    Python 193 23

  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 106 32

  5. jetstream-pytorch jetstream-pytorch Public

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

    Python 53 17

  6. gpu-recipes gpu-recipes Public

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

    Shell 41 8

Repositories

Showing 10 of 18 repositories
  • torchprime Public

    TorchPrime is a reference model implementation for PyTorch on TPU/GPU.

    Python 11 1 45 (4 issues need help) 10 Updated Mar 9, 2025
  • maxtext Public

    A simple, performant and scalable Jax LLM!

    Python 1,643 Apache-2.0 326 35 (2 issues need help) 156 Updated Mar 9, 2025
  • 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 106 Apache-2.0 32 14 30 Updated Mar 9, 2025
  • maxdiffusion Public
    Python 193 Apache-2.0 23 4 (1 issue needs help) 9 Updated Mar 9, 2025
  • Python 2 Apache-2.0 4 2 1 Updated Mar 8, 2025
  • kithara Public
    Python 4 Apache-2.0 2 0 3 Updated Mar 7, 2025
  • 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 290 Apache-2.0 36 11 9 Updated Mar 7, 2025
  • tpu-recipes Public
    Shell 13 Apache-2.0 10 3 7 Updated Mar 7, 2025
  • ray-tpu Public
    Python 5 Apache-2.0 3 2 0 Updated Mar 7, 2025
  • gpu-recipes Public

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

    Shell 41 Apache-2.0 8 1 0 Updated Mar 6, 2025

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