Machine Learning

Early Preview

The Spice ML runtime is in its early preview phase and is subject to modifications.

Machine learning models can be added to the Spice runtime similarly to datasets. The Spice runtime will load it, just like a dataset.

name: my_spicepod
version: v1beta1
kind: Spicepod

models:
  - from: file:/model_path.onnx
    name: my_model_name
    datasets:
      - my_inference_view

datasets:
  - from: localhost
    name: my_inference_view
    sql_ref: inference.sql

    # All your other datasets
  - from: spice.ai/eth.recent_blocks
    name: eth_recent_blocks
    acceleration:
        enabled: true
        refresh_mode: append