AI-Hypercomputer / gpu-recipesLinks
Recipes for reproducing training and serving benchmarks for large machine learning models using GPUs on Google Cloud.
☆79Updated 3 weeks ago
Alternatives and similar repositories for gpu-recipes
Users that are interested in gpu-recipes are comparing it to the libraries listed below
Sorting:
- xpk (Accelerated Processing Kit, pronounced x-p-k,) is a software tool to help Cloud developers to orchestrate training jobs on accelerat…☆138Updated last week
- JetStream is a throughput and memory optimized engine for LLM inference on XLA devices, starting with TPUs (and GPUs in future -- PRs wel…☆371Updated 2 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…☆278Updated last week
- Testing framework for Deep Learning models (Tensorflow and PyTorch) on Google Cloud hardware accelerators (TPU and GPU)☆64Updated 2 months ago
- A simplified and automated orchestration workflow to perform ML end-to-end (E2E) model tests and benchmarking on Cloud VMs across differe…☆50Updated last week
- ☆143Updated 2 weeks ago
- ☆52Updated this week
- ☆44Updated last week
- PyTorch/XLA integration with JetStream (https://github.com/google/JetStream) for LLM inference"☆70Updated 5 months ago
- Hugging Face Deep Learning Containers (DLCs) for Google Cloud☆152Updated 4 months ago
- ☆165Updated last year
- ☆46Updated 6 months ago
- ☆16Updated 5 months ago
- ☆31Updated this week
- Repository for open inference protocol specification☆59Updated 3 months ago
- A Template for MLOps on Google Cloud Vertex AI☆13Updated 3 years ago
- ☆36Updated 8 months ago
- Training NVIDIA NeMo Megatron Large Language Model (LLM) using NeMo Framework on Google Kubernetes Engine☆13Updated 4 months ago
- A collection of YAML files, Helm Charts, Operator code, and guides to act as an example reference implementation for NVIDIA NIM deploymen…☆190Updated last week
- ☆53Updated last week
- AI/ML Recipes for Vertex AI, Serverless Spark and BigQuery open-source project is an effort to jumpstart your development of data process…☆33Updated last week
- ☆238Updated this week
- ☆38Updated last week
- Accelerate your Gen AI with NVIDIA NIM and NVIDIA AI Workbench☆180Updated 3 months ago
- This repository compiles prescriptive guidance and code samples demonstrating how to operationalize Google Research T5X framework on Goog…☆52Updated 6 months ago
- ☆299Updated last week
- ☆236Updated 6 months ago
- ☆14Updated 3 months ago
- Fault tolerance for PyTorch (HSDP, LocalSGD, DiLoCo, Streaming DiLoCo)☆389Updated 2 weeks ago
- ☆71Updated this week