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JoaoBoer/tofu_Llama-3.1-8B-Instruct_forget05_SimNPO

sourceHugging Facellama3.1updated 17d agoView on Hugging Face
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tofuLlama-3.1-8B-Instructforget05_SimNPO

open-unlearning/tofu_Llama-3.1-8B-Instruct_full unlearned on the TOFU forget05 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_memorization0.5672
extraction_strength0.0609
forgetQAPARAProb0.0382
forgetQA_gibberish0.8428
forget_quality0.5453
forgettruthratio0.6760
mia_loss0.1790
miamink0.1794
miaminkplusplus0.2367
mia_zlib0.1925
model_utility0.5085
privleak27.4678