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.
☆45Updated 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
Sorting:
- 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…☆120Updated last week
- Recipes for reproducing training and serving benchmarks for large machine learning models using GPUs on Google Cloud.☆63Updated this week
- PyTorch/XLA integration with JetStream (https://github.com/google/JetStream) for LLM inference"☆60Updated last month
- JetStream is a throughput and memory optimized engine for LLM inference on XLA devices, starting with TPUs (and GPUs in future -- PRs wel…☆325Updated this week
- ☆27Updated last week
- ☆138Updated 2 weeks ago
- ☆15Updated 2 weeks ago
- ☆16Updated 2 months ago
- Google TPU optimizations for transformers models☆109Updated 3 months ago
- ☆43Updated 3 months ago
- ☆144Updated last year
- ☆13Updated last month
- Pax is a Jax-based machine learning framework for training large scale models. Pax allows for advanced and fully configurable experimenta…☆496Updated 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…☆311Updated last week
- ☆455Updated 10 months ago
- Samples, tutorials, and demos for Conversational AI on Google Cloud☆70Updated 2 weeks ago
- Deploys a Generative AI RAG solution☆88Updated last month
- ☆12Updated 2 months ago
- Hugging Face Deep Learning Containers (DLCs) for Google Cloud☆142Updated 2 weeks ago
- ☆28Updated last month
- This repository compiles prescriptive guidance and code samples demonstrating how to operationalize Google Research T5X framework on Goog…☆51Updated 2 months ago
- JAX-Toolbox☆302Updated this week
- Orbax provides common checkpointing and persistence utilities for JAX users☆378Updated last week
- ☆205Updated this week
- A FlashAttention implementation for JAX with support for efficient document mask computation and context parallelism.☆112Updated last month
- torchprime is a reference model implementation for PyTorch on TPU.☆19Updated this week
- ☆186Updated 2 weeks ago
- A tool to configure, launch and manage your machine learning experiments.☆146Updated this week
- ☆17Updated 2 weeks ago