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.
☆154Updated 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…☆392Updated 5 months ago
- ☆148Updated last month
- Recipes for reproducing training and serving benchmarks for large machine learning models using GPUs on Google Cloud.☆103Updated this week
- PyTorch/XLA integration with JetStream (https://github.com/google/JetStream) for LLM inference"☆78Updated 2 months ago
- ☆54Updated this week
- Pax is a Jax-based machine learning framework for training large scale models. Pax allows for advanced and fully configurable experimenta…☆540Updated 3 weeks ago
- Testing framework for Deep Learning models (Tensorflow and PyTorch) on Google Cloud hardware accelerators (TPU and GPU)☆65Updated 5 months ago
- ☆283Updated last week
- A simplified and automated orchestration workflow to perform ML end-to-end (E2E) model tests and benchmarking on Cloud VMs across differe…☆55Updated this week
- ☆190Updated 2 weeks ago
- Google TPU optimizations for transformers models☆123Updated 10 months ago
- ☆57Updated 2 weeks ago
- ☆337Updated 2 weeks ago
- Module, Model, and Tensor Serialization/Deserialization☆277Updated 3 months ago
- ☆27Updated 2 months ago
- a Jax quantization library☆71Updated this week
- ☆545Updated last year
- Fault tolerance for PyTorch (HSDP, LocalSGD, DiLoCo, Streaming DiLoCo)☆455Updated this week
- ☆24Updated 2 weeks ago
- JAX-Toolbox☆364Updated this week
- TorchX is a universal job launcher for PyTorch applications. TorchX is designed to have fast iteration time for training/research and sup…☆405Updated this week
- Orbax provides common checkpointing and persistence utilities for JAX users☆458Updated this week
- seqax = sequence modeling + JAX☆168Updated 4 months ago
- ☆42Updated this week
- AI on GKE is a collection of examples, best-practices, and prebuilt solutions to help build, deploy, and scale AI Platforms on Google Kub…☆326Updated 5 months ago
- ☆268Updated last week
- Legible, Scalable, Reproducible Foundation Models with Named Tensors and Jax☆685Updated last week
- IBM development fork of https://github.com/huggingface/text-generation-inference☆62Updated 2 months ago
- Library for reading and processing ML training data.☆611Updated this week
- ☆285Updated last year