AI models are a core resource for inferencing. The project manifest allows you to easily define models whether hosted by Hypermode or another host.

hypermode.json
{
  "models": [
    {
      "name": "sentiment-classifier",
      "task": "classification",
      "sourceModel": "distilbert/distilbert-base-uncased-finetuned-sst-2-english",
      "provider": "hugging-face",
      "host": "hypermode"
    }
  ]
}

​
Properties

name
string
required

Internal name of your AI model. Used for indicating the model to use in an API call.

task
string
required

Training intent of model, such as classification or embedding.

sourceModel
string
required

Relative path of model within provider.

provider
string
required

Source location of model, such as hugging-face or openai.

host
string
required

Runtime provider of model.

​
Auto-deployed models

When using hugging-face as the provider and hypermode as the host, Hypermode automatically deploys a dedicated instance of the defined sourceModel when deploying your project. Your project’s functions securely connect to the hosted model, with no further configuration required.

Project ManifestDefine Hosts