Before we embarked on the journey to build Tiyaro we ran into multiple customers trying to build AI Solutions. We had customers at different stages of their AI adoption journey. Some were just getting started and had no AI/ML expertise while there were others who had a data science team that had built custom models for their use case. Irrespective, there was a common complaint that we heard from all of them.
In search of the ML models that can help solve your business problem there are 2 main problems that you will have to solve.
Developers who are looking for ML models today have multiple options when it comes to searching for and finding ML models.
The most common places to find the models are
Within this list the way you ‘find’ or ‘search’ for models is
Simply search for models in plain English. Give it a try! . The goal of Tiyaro search is to take you from your business case to ml models by simply searching for a model based on your use case. Within seconds you will be presented with a choice of models that are all available as API. Our inventory includes models from open source, other ml vendors and even the Big 3 providers. So you get all the models that you need in one place.
Now that you have a way to find/search/explore models. You need a way to compare the models.
Depending on which model zoo you use. You need to do the following 2 things.
Tiyaro offers the best of open source models alongside the best SaaS models all on the same platform. We have done all the work to ‘normalize’ the model inference across all these varieties of models, model frameworks, and model providers (open source and SaaS). And not just that, Experiments allows you to ‘compare’ models across different frameworks and vendors without writing a single line of code. Running a comparison on Tiyaro is simply a matter of selecting the models of interest and running the experiment on your dataset. We even have a large variety of public datasets available for your convenience. Once you kick off the experiment you get the results back in a matter of minutes.
We are building the ‘AI consumption’ platform. Developers should consume AI as a service just like they consume SMS as a service from Twilio or Payments as a service from Stripe. AI as API is just one piece of our ‘AI consumption platform’. With Tiyaro Explore and Experiments you can easily find the models that fit your use case and instantly compare those models to find the one that best fits your data.