RECIPES

A recipe is the reusable config a training, evaluation, or synthesis run launches from. The easiest way to create one is to generate a JSON template, edit it, then pass that file to recipes create. The example below uses --type training, but the same flow works for evaluate and synthesis.

CREATE AND USE A RECIPE

Generate a template

Write a template to recipe.json:

oumi-cli recipes generate-template \
  --type training \
  --output json > recipe.json

Edit the recipe

Replace the placeholders and remove fields you do not need. After trimming, a training recipe can look like:

{
  "displayName": "support-ticket-classifier",
  "recipeConfig": {
    "type": "train",
    "trainingConfig": {
      "model": { "modelName": "Qwen/Qwen3.5-4B-Base" },
      "data": { "train": { "datasets": [{ "datasetId": 1 }] } }
    }
  }
}

Create the recipe

oumi-cli recipes create \
  --type training \
  --input-json-file recipe.json \
  --output json

Full commands: recipes reference.

⌘I

Getting started

Basics

Workflows

Command reference

CREATE AND USE A RECIPE

​CREATE AND USE A RECIPE

CREATE AND USE A RECIPE