Datasetpublic

javasop/orbital-schemas

Orbital Schemas Dataset Training data for OrbGen - a model that generates valid Orbital schemas (.orb files). Dataset Structure train: 142 examples validation: 16 examples test: 10 examples Features prompt: Natural language description of the desired schema completion: Valid Orbital schema in JSON format domain: Application domain (ecommerce, game, productivity, etc.) complexity: Schema complexity (simple, medium, complex) source: Source of the… See the full description on the dataset page: https://huggingface.co/datasets/javasop/orbital-schemas.

sourceHugging Faceapache-2.0updated 8mo agoView on Hugging Face

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Dataset Card

Orbital Schemas Dataset

Training data for OrbGen - a model that generates valid Orbital schemas (.orb files).

Dataset Structure

—train: 142 examples
—validation: 16 examples
—test: 10 examples

Features

—prompt: Natural language description of the desired schema
—completion: Valid Orbital schema in JSON format
—domain: Application domain (ecommerce, game, productivity, etc.)
—complexity: Schema complexity (simple, medium, complex)
—source: Source of the example (synthetic, pattern, integrator)

Usage

python

from datasets import load_dataset

dataset = load_dataset("javasop/orbital-schemas")
print(dataset["train"][0])

Example

json

{
  "prompt": "Create a task management app with projects and due dates",
  "completion": "{...valid orbital schema...}",
  "domain": "productivity",
  "complexity": "medium",
  "source": "synthetic"
}

License

Apache 2.0