If you're looking for a platform with a big library of open-source machine learning models, Replicate could be the way to go. This API-based service has a range of pre-trained models for image, text, video and speech generation, with features like one-click deployment, custom model deployment and automated scaling. It also has a simple interface and pay-as-you-go pricing that's good for developers who want to add AI abilities without worrying about the plumbing.
Another contender is Hugging Face, a collaborative platform with more than 400,000 models for different tasks and 150,000 applications and demos. It's got tools for exploring datasets and building apps, and offers unlimited hosting, community support and access to the latest ML tools. The service is for individuals and enterprise environments, with several pricing tiers including a free option.
Fireworks is another option, particularly if you need high scalability and reliability for your projects. It's got a big library of state-of-the-art models, including Stable Diffusion 3 and SDXL, and flexible model deployment options. The service is for businesses of all sizes, with developer-friendly APIs and enterprise-level custom configurations, so it's good for tasks like text-to-image generation and function calling.
If you're looking for a big library of language models, LLM Explorer is a good option. It's got more than 35,000 open-source models, indexed by parameters size, benchmark scores and memory usage. You can browse and compare models through categorized lists, benchmarks and analytics, which makes it easier to find the right models for your needs. It's good for AI enthusiasts, researchers and industry pros who want to accelerate development and deployment.