Instructions to use HEART77/OPSD with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- PEFT
How to use HEART77/OPSD with PEFT:
Task type is invalid.
- Notebooks
- Google Colab
- Kaggle
File size: 500 Bytes
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library_name: peft
tags:
- OPSD
- lora
---
# OPSD
147 formal LoRA adapters and frozen-v3 evaluation reports.
Training completed before evaluation; all 162 inference jobs and 64,800 record evaluations completed before publication.
Test dataset: HEART77/vigil-frozen-v3-test, revision `ba161c6fbb2829631ac9fef67ea296f0c4c1fbc4`.
See `reports/frozen_v3/RESULTS.md`, `summary.json`, and `provenance/protocol.json`. Test images, manifests, and raw per-item predictions remain in private storage.
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