CoolFace
Modelpublic

JoaoBoer/tofu_Llama-3.1-8B-Instruct_forget05_NPO

sourceHugging Facellama3.1updated 17d agoView on Hugging Face
0likes211downloads
Model Card

tofuLlama-3.1-8B-Instructforget05_NPO

open-unlearning/tofu_Llama-3.1-8B-Instruct_full unlearned on the TOFU forget05 split with NPO, trained with the open-unlearning framework. Used as a weight-unlearning baseline / draft model in the Speculative-Decoding-Unlearning project.

Full training config: .hydra/config.yaml. TOFU evaluation outputs: evals/.

Method hyperparameters

yaml
gamma: 1.0
alpha: 2
retain_loss_type: NLL
beta: 0.1

TOFU summary metrics

metricvalue
exact_memorization0.5073
extraction_strength0.0558
forgetQAPARAProb0.0237
forgetQA_gibberish0.8973
forget_quality0.0118
forgettruthratio0.6632
mia_loss0.0650
miamink0.0673
miaminkplusplus0.1206
mia_zlib0.1069
model_utility0.5679
privleak44.8684