Top AI tools for # Distributed Computing

RunPod offers a globally distributed GPU cloud service designed specifically for developing, training, and scaling AI applications seamlessly and cost-effectively.

• Usage Based
• API

Determined AI is an open-source deep learning platform that streamlines model training, distributed computing, and GPU resource management. It enables teams to train models faster while optimizing hardware utilization and experiment tracking.

• Contact for Pricing

Flyte is an open-source workflow orchestration platform that unifies data, ML, and analytics stacks, enabling organizations to build and deploy scalable pipelines hassle-free.

• Other

Lepton AI is a cloud-native platform offering cutting-edge AI inference and training with high-performance GPU infrastructure, achieving 99.5% uptime and processing billions of tokens daily.

• Freemium

LakeSail's Sail is an open-source computation framework that unifies batch processing, stream processing, and compute-intensive AI workloads, offering 4x processing speed and 94% lower hardware costs compared to Apache Spark.

• Freemium

SaladCloud is the world's largest distributed cloud network, offering up to 90% savings on compute costs for AI/ML production models compared to traditional cloud providers.

• Usage Based

AI Horde is a crowdsourced, distributed cluster of workers for AI-powered image and text generation. Users can contribute their own hardware or utilize the network for free AI generation.

• Free

EDITH offers a decentralized SuperAI platform that integrates advanced AI with multi-blockchain technology, facilitating affordable AI solution development and monetization.

• Other

Petals enables users to run large language models like Llama 3.1 and Mixtral collaboratively, distributing the load across a network of consumer-grade GPUs.

• Free