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JoaoBoer/tofu_Llama-3.2-1B-Instruct_forget05_UNDIAL

sourceHugging Facellama3.2updated 17d agoView on Hugging Face
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tofuLlama-3.2-1B-Instructforget05_UNDIAL

open-unlearning/tofu_Llama-3.2-1B-Instruct_full unlearned on the TOFU forget05 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_memorization0.2806
extraction_strength0.0363
forgetQAPARAProb0.0982
forgetQA_gibberish0.8331
forget_quality0.0000
forgettruthratio0.5943
mia_loss0.2592
miamink0.5895
miaminkplusplus0.5456
mia_zlib0.1816
model_utility0.4982
privleak-35.6238