Image Credits:<\/strong> OctoML<\/p>\n<\/div>\n

With OctoAI, users simply decide what they want to prioritize (think latency vs. cost) and OctoAI will automatically choose the right hardware for them. The service will also automatically optimize these models (leading to additional cost savings and performance gains) and decide whether it\u2019s best to run them on Nvidia GPUs or AWS\u2019s Inferentia machines. This takes away a lot of the complexity of putting models into production, something that is still often a roadblock for many ML projects. Users who want to get full control over how their models run can, of course, also set their own parameters and decide which hardware they should run on. Ceze, however, believes that most users will opt to let OctoAI manage all of this for them.<\/p>\n