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JoaoBoer/tofu_Llama-3.2-1B-Instruct_forget01_SimNPO

sourceHugging Facellama3.2updated 16d agoView on Hugging Face
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tofuLlama-3.2-1B-Instructforget01_SimNPO

open-unlearning/tofu_Llama-3.2-1B-Instruct_full unlearned on the TOFU forget01 split with SimNPO, 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: 0.125
alpha: 1
retain_loss_type: NLL
delta: 1
beta: 3.5

TOFU summary metrics

metricvalue
exact_memorization0.7441
extraction_strength0.0760
forgetQAPARAProb0.0825
forgetQA_gibberish0.9266
forget_quality0.0971
forgettruthratio0.5933
mia_loss0.7891
miamink0.7825
miaminkplusplus0.5962
mia_zlib0.7394
model_utility0.5379
privleak-58.9138