CMG/CMC: RACE (without history)
This is the checkpoint for RACE model, fine-tuned for the commit message generation (and/or completion) task as part of the paper "From Commit Message Generation to History-Aware Commit Message Completion", ASE 2023.
Details
๐ For further details, please refer to:
This model is based on the fine-tuned CodeT5 checkpoint
JetBrains-Research/cmg-codet5-without-history
and uses RACE architecture introduced in ๐ RACE: Retrieval-Augmented Commit Message Generation.- Note: Requires a custom model class. Check our implementation or the replication package provided by RACE authors.
This model was trained with commit diffs, WITHOUT commit message history.
This model was trained on the CommitChronicle dataset introduced in our study.
Our hyperparameter setting is mostly based on ๐ RACE: Retrieval-augmented Commit Message Generation. The exact values are provided below:
Available checkpoints
We also released checkpoints for other models fine-tuned as part of our study.
- Models trained with commit message history:
- CodeT5: ๐ค
JetBrains-Research/cmg-codet5-with-history
- CodeReviewer: ๐ค
JetBrains-Research/cmg-codereviewer-with-history
- RACE: ๐ค
JetBrains-Research/cmg-race-with-history
- CodeT5: ๐ค
- Models trained without commit message history:
- CodeT5: ๐ค
JetBrains-Research/cmg-codet5-without-history
- CodeReviewer: ๐ค
JetBrains-Research/cmg-codereviewer-without-history
- RACE: ๐ค
JetBrains-Research/cmg-race-without-history
(this model)
- CodeT5: ๐ค
Citation
TODO
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