AI-Hypercomputer / xpkLinks
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.
☆147Updated this week
Alternatives and similar repositories for xpk
Users that are interested in xpk are comparing it to the libraries listed below
Sorting:
- JetStream is a throughput and memory optimized engine for LLM inference on XLA devices, starting with TPUs (and GPUs in future -- PRs wel…☆385Updated 4 months ago
- ☆145Updated 2 weeks ago
- Recipes for reproducing training and serving benchmarks for large machine learning models using GPUs on Google Cloud.☆93Updated this week
- ☆49Updated last week
- PyTorch/XLA integration with JetStream (https://github.com/google/JetStream) for LLM inference"☆76Updated last month
- Pax is a Jax-based machine learning framework for training large scale models. Pax allows for advanced and fully configurable experimenta…☆539Updated last month
- Testing framework for Deep Learning models (Tensorflow and PyTorch) on Google Cloud hardware accelerators (TPU and GPU)☆65Updated 4 months ago
- Module, Model, and Tensor Serialization/Deserialization☆270Updated 2 months ago
- ☆57Updated last week
- A simplified and automated orchestration workflow to perform ML end-to-end (E2E) model tests and benchmarking on Cloud VMs across differe…☆53Updated this week
- ☆268Updated last week
- ☆24Updated last month
- Google TPU optimizations for transformers models☆120Updated 9 months ago
- ☆190Updated this week
- Fault tolerance for PyTorch (HSDP, LocalSGD, DiLoCo, Streaming DiLoCo)☆436Updated this week
- Cluster Toolkit is an open-source software offered by Google Cloud which makes it easy for customers to deploy AI/ML and HPC environments…☆292Updated this week
- ☆335Updated last month
- This repository hosts code that supports the testing infrastructure for the PyTorch organization. For example, this repo hosts the logic …☆102Updated last week
- TorchX is a universal job launcher for PyTorch applications. TorchX is designed to have fast iteration time for training/research and sup…☆395Updated last week
- ☆258Updated last week
- ☆542Updated last year
- ☆23Updated this week
- ☆16Updated 7 months ago
- seqax = sequence modeling + JAX☆168Updated 3 months ago
- AI on GKE is a collection of examples, best-practices, and prebuilt solutions to help build, deploy, and scale AI Platforms on Google Kub…☆324Updated 4 months ago
- ☆37Updated last week
- a Jax quantization library