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Datasets:

  1. Enterprise PII - https://github.com/mosaicml/llm-foundry/blob/main/scripts/eval/local_data/safety/enterprise_pii_classification.jsonl

Epoch 1 Training Loss: 0.144 Training Accuracy: 94.534%
Epoch 1 Validation Loss: 0.149 Validation Accuracy: 95.000%
Epoch 2 Training Loss: 0.042 Training Accuracy: 98.527%
Epoch 2 Validation Loss: 0.084 Validation Accuracy: 96.176%
Epoch 3 Training Loss: 0.043 Training Accuracy: 98.429%
Epoch 3 Validation Loss: 0.106 Validation Accuracy: 94.412%

  1. Code PII - https://huggingface.co/datasets/bigcode/bigcode-pii-dataset

  2. Nightfall - https://help.nightfall.ai/nightfall-ai/nightfall-detection-and-policy-templates/nightfall-sample-data-sets

  3. ...