yonad2008/predict_llama2_7b_harmful_behaviors_1

Jailbreak Prediction Model: llama2:7b (fine-tuned on harmful_behaviors_1)

Incrementally fine-tuned from yonad2008/predict_llama2_7b on data from harmful_behaviors_1.csv.

Evaluation Results

Metric	Value
F1	0.2913
PR-AUC	0.1851
ROC-AUC	0.5363
Precision	0.1974
Recall	0.5556
Best Threshold	0.10

Fine-Tuning Details

• Base model: yonad2008/predict_llama2_7b
• Target model: llama2:7b
• Dataset: harmful_behaviors_1.csv
• Frozen layers: 11/12 transformer layers
• Epochs: 3
• Learning Rate: 5e-06
• Max Length: 512
• Input format: turns only

Dataset Size (before turn expansion)

Original rows (after cleaning and balancing): 236 (unsafe: 59, safe: 177)