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Early Preview

The model specifications are in early preview and are subject to change.

A Spicepod can contain one or more models referenced by relative path, or defined inline.

models

Inline example:

spicepod.yaml

models:
- from: spiceai:spice.ai/lukekim/smart/models/drive_stats:latest
name: drive_stats
datasets:
- drive_stats_inferencing

spicepod.yaml

models:
- from: huggingface:huggingface.co/spiceai/darts:latest
name: drive_stats
files:
- model.onnx
datasets:
- drive_stats_inferencing

Relative path example:

spicepod.yaml

models:
- from: models/drive_stats

models/drive_stats/model.yaml

models:
- from: spiceai:spice.ai/lukekim/smart/models/drive_stats:latest
name: drive_stats
datasets:
- drive_stats_inferencing

name

The name of the model. This is used to reference the model in the pod manifest, as well as in external data sources.

from

The from field is a string that represents the Uniform Resource Identifier (URI) for the model. This URI is composed of two parts: a prefix indicating the source of the model, and the actual link to the model.

The syntax for the from field is as follows:

from: <source>:<link>:<version>

Where:

  • <source>: The source of the model

    Currently supported sources:

  • <link>: The actual link to the model.

  • <version>: The version of the model. This is optional and if not specified, the latest version of the model will be used.

datasets

An array of dataset names needed for the model.

files

Only for Huggingface models. List of model files to download from Huggingface.

files:
- model.onnx
- model.onnx.data
...