GoogleCloudPlatform / ml-auto-solutions
A simplified and automated orchestration workflow to perform ML end-to-end (E2E) model tests and benchmarking on Cloud VMs across different frameworks.
☆43Updated this week
Alternatives and similar repositories for ml-auto-solutions:
Users that are interested in ml-auto-solutions are comparing it to the libraries listed below
- Recipes for reproducing training and serving benchmarks for large machine learning models using GPUs on Google Cloud.☆56Updated this week
- JetStream is a throughput and memory optimized engine for LLM inference on XLA devices, starting with TPUs (and GPUs in future -- PRs wel…☆317Updated this week
- Testing framework for Deep Learning models (Tensorflow and PyTorch) on Google Cloud hardware accelerators (TPU and GPU)☆64Updated 5 months ago
- xpk (Accelerated Processing Kit, pronounced x-p-k,) is a software tool to help Cloud developers to orchestrate training jobs on accelerat…☆115Updated this week
- ☆138Updated last week
- PyTorch/XLA integration with JetStream (https://github.com/google/JetStream) for LLM inference"☆59Updated 3 weeks ago
- ☆16Updated last month
- Pax is a Jax-based machine learning framework for training large scale models. Pax allows for advanced and fully configurable experimenta…☆489Updated last week
- Google TPU optimizations for transformers models☆108Updated 3 months ago
- ☆23Updated this week
- ☆43Updated 2 months ago
- ☆201Updated this week
- JAX-Toolbox☆299Updated this week
- ☆13Updated last 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…☆307Updated last week
- ☆15Updated 3 weeks ago
- ☆424Updated 9 months ago
- Orbax provides common checkpointing and persistence utilities for JAX users☆368Updated this week
- Large Language Model Text Generation Inference on Habana Gaudi☆32Updated last month
- jax-triton contains integrations between JAX and OpenAI Triton☆390Updated 2 weeks ago
- Legible, Scalable, Reproducible Foundation Models with Named Tensors and Jax☆568Updated this week
- Training NVIDIA NeMo Megatron Large Language Model (LLM) using NeMo Framework on Google Kubernetes Engine☆12Updated 3 weeks ago
- Hugging Face Deep Learning Containers (DLCs) for Google Cloud☆141Updated 2 months ago
- ☆186Updated last week
- ☆142Updated last year
- ☆20Updated last week
- ☆102Updated this week
- Library for reading and processing ML training data.☆427Updated this week
- This repository hosts code that supports the testing infrastructure for the PyTorch organization. For example, this repo hosts the logic …☆91Updated this week
- ☆295Updated last week