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JoaoBoer/tofu_Llama-3.2-1B-Instruct_forget01_GradDiff
tofu_Llama-3.2-1B-Instruct_forget01_GradDiff is a text generation model from JoaoBoer. Use it when you need the model to write or continue text. It is set up for transformers. The card lists the license as llama3.2.
open-unlearning/tofuLlama-3.2-1B-Instructfull unlearned on the TOFU forget01 split with GradDiff, trained with the open-unlearning framework. Used as a weight-unlearning baseline / draft model in the Speculative-Decod…
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From the Hugging Face model README
open-unlearning/tofu_Llama-3.2-1B-Instruct_full unlearned on the TOFU forget01 split with GradDiff, 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/.
gamma: 1.0
alpha: 5
retain_loss_type: NLL
| metric | value |
|---|---|
| exact_memorization | 0.9217 |
| extraction_strength | 0.3464 |
| forget_Q_A_PARA_Prob | 0.0655 |
| forget_Q_A_gibberish | 0.9210 |
| forget_quality | 0.0068 |
| forget_truth_ratio | 0.4726 |
| mia_loss | 0.9800 |
| mia_min_k | 0.9812 |
| mia_min_k_plus_plus | 0.9219 |
| mia_zlib | 0.9919 |
| model_utility | 0.5883 |
| privleak | -96.4581 |