Welcome to the Hub!#


This is your central hub for machine learning deployment stacks and inference endpoints. If you’re using or planning to use AI in your application or service, the hub offers various benefits:

  • 🚀 Infrastructure Autotuning: For any given model, the Hub benchmarks all kind of deployment services and stacks, giving you the best infrastructure based on your priorities, be it high-throughput, low cost or low latency.

  • ⚖️ Impartial Arbiter: We have no vested interest in you using one provider or another, we deploy and benchmark models accross different providers to objectively measure their performance. This allows you to make an informed decision when selecting the model or provider that fits your needs.

  • 🌐 Streamlined Model Access: Using any model is as simple as making a request to an endpoint. No need to set up any infrastructure yourself.

  • 🔑 One Single Key: You only need a Unify API Key to access all the endpoints in the hub. No need to create accounts with every provider that you want to test.

  • 🔓 No vendor lock-in: Each model has a unfied API that enables seamless provider switching. Don’t worry about refactoring your code, we handle the intricacies and make it painless to move to a different provider or stack if it becomes a better option.

Getting Started#

The best way to try the Hub yourself is to get an API Key and go through the tutorial in Make your First Request. Once you are familiar with the interface and have access to the endpoints, then the Web Interface is the place to go. Now, you can pick any model and see the differences between its endpoints before running your queries!

Uploading your own models#

You will very soon be able to upload your own models to the Hub, both publicly and privately. We will do all the benchmarking and deployment for you so that you only have to worry about your application and use the best deployment stack at all times. We are testing this feature internally at the moment, but if you really want to deploy your models in the hub, feel free to send us an email to hub@unify.ai!

Feedback and Feature Requests#

We are excited to hear from you! Whether this is about something that you would do differently, or about a feature that you think would be useful to include, please let us know either through our Discord community or send an email to hub@unify.ai, we’ll be more than happy to look into it.