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.
☆136Updated 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…☆364Updated last month
- ☆142Updated last week
- Recipes for reproducing training and serving benchmarks for large machine learning models using GPUs on Google Cloud.☆77Updated 3 weeks ago
- Pax is a Jax-based machine learning framework for training large scale models. Pax allows for advanced and fully configurable experimenta…☆522Updated this week
- ☆51Updated 2 weeks ago
- Testing framework for Deep Learning models (Tensorflow and PyTorch) on Google Cloud hardware accelerators (TPU and GPU)☆64Updated last month
- ☆39Updated 2 weeks ago
- Module, Model, and Tensor Serialization/Deserialization☆250Updated this week
- A simplified and automated orchestration workflow to perform ML end-to-end (E2E) model tests and benchmarking on Cloud VMs across differe…☆51Updated this week
- PyTorch/XLA integration with JetStream (https://github.com/google/JetStream) for LLM inference"☆67Updated 4 months ago
- ☆187Updated last week
- ☆238Updated this week
- ☆22Updated last week
- This repository hosts code that supports the testing infrastructure for the PyTorch organization. For example, this repo hosts the logic …☆96Updated this week
- JAX-Toolbox☆329Updated this week
- Fault tolerance for PyTorch (HSDP, LocalSGD, DiLoCo, Streaming DiLoCo)☆372Updated this week
- TorchX is a universal job launcher for PyTorch applications. TorchX is designed to have fast iteration time for training/research and sup…☆378Updated last week
- ☆323Updated this week
- ☆518Updated last year
- Google TPU optimizations for transformers models☆117Updated 6 months ago
- Cluster Toolkit is an open-source software offered by Google Cloud which makes it easy for customers to deploy AI/ML and HPC environments…☆277Updated this week
- ☆19Updated last week
- ☆38Updated this week
- ☆12Updated 5 months ago
- PyTorch Single Controller☆345Updated this week
- Orbax provides common checkpointing and persistence utilities for JAX users☆409Updated this week
- ☆232Updated this week
- ☆16Updated 4 months ago
- seqax = sequence modeling + JAX☆165Updated 2 weeks 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 last month