orchard/orchard-commit-msg

Overview

Writes a one-line summary of a diff. Trained on commits with clear, human-written messages.

orchard/orchard-commit-msg is a 220M-parameter summarization model, published in safetensors under the apache-2.0 license.

Intended use

• Summarization in code, en.
• Research, prototypes and products that keep a person in the loop.
• Fine-tuning as a starting point for a narrower task.

How to use

# Command-line client (planned; the shape may change)
pace pull orchard/orchard-commit-msg

# Python (planned)
from openpace import load
model = load("orchard/orchard-commit-msg")

Limitations

• It can state wrong things fluently. Check facts that matter.
• Quality drops on languages and domains that were thin in its training data.
• It reflects biases present in public text.

License

Released under apache-2.0. Read the license file before using the weights commercially.