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JoaoBoer/tofu_Llama-3.1-8B-Instruct_forget10_UNDIAL

sourceHugging Facellama3.1updated 17d agoView on Hugging Face
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tofuLlama-3.1-8B-Instructforget10_UNDIAL

open-unlearning/tofu_Llama-3.1-8B-Instruct_full unlearned on the TOFU forget10 split with UNDIAL, 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: 1
beta: 10
retain_loss_type: NLL

TOFU summary metrics

metricvalue
exact_memorization0.4878
extraction_strength0.0496
forgetQAPARAProb0.1182
forgetQA_gibberish0.8405
forget_quality0.0000
forgettruthratio0.5461
mia_loss0.6906
miamink0.8192
miaminkplusplus0.7428
mia_zlib0.5744
model_utility0.4899
privleak-70.8247