Cloud GPUs

Notebooks

• google colab
• kaggle notebooks
• aws sagemaker studio
• lightning.ai studio

Compute

• RunPod - The Cloud Built for AI

• Rent GPUs | Vast.ai

• Getting started | Brev docs

• GPU Cloud - VMs for Deep Learning | Lambda

• Modal: High-performance cloud for developers

• The San Francisco Compute Company | Training clusters | H100s with 3.2tb/s InfiniBand

• Nvidia H100s

• GCP

• AWS

• Hetzner - Dedicated Server Hosting

Pricing Tables

• Cloud GPU Price Comparison 2024
• Cloud GPUs - The Full Stack
• Cloud GPUs

Benchmarks

• GPU Benchmarks for Deep Learning | Lambda
• runpod.io/dir/gpu-benchmarks

Model Inference Providers

• Hyperbolic AI Dashboard
• Fireworks - Available models
• Models | Machine Learning Inference | Deep Infra
• fal.ai/models
• Explore – Replicate
• Model library | Baseten
• Inference Service by Nebius AI Studio
• Explore – Replicate

LLM Inference Comparison

• AI Model & API Providers Analysis | Artificial Analysis
  • LLM API Provider Leaderboard | Artificial Analysis

Tools

• Installation — SkyPilot documentation

Other

• GitHub - zszazi/Deep-learning-in-cloud: List of Deep Learning Cloud Providers