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tofu_Llama-3.2-1B-Instruct_forget10_PDU
JoaoBoer/tofu_Llama-3.2-1B-Instruct_forget10_PDU
tofu_Llama-3.2-1B-Instruct_forget10_PDU 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 forget10 split with PDU, trained with the open-unlearning framework. Used as a weight-unlearning baseline / draft model in the Speculative-Decoding-U…
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At a glance
- Task
- Text Generation
- Library
- transformers
- License
- llama3.2
- Model type
- llama
- Access
- Public
- Created
- Sep 10, 2026
- Updated
- Sep 10, 2026
- SHA
- 74df476d
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Model card
From the Hugging Face model README
tofu_Llama-3.2-1B-Instruct_forget10_PDU
open-unlearning/tofu_Llama-3.2-1B-Instruct_full unlearned on the TOFU forget10 split with PDU, 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
gamma: 1.0
alpha: 100
retain_loss_type: NLL
retain_loss_eps: 0.3
primal_dual: True
dual_step_size: 5
dual_update_upon: step
dual_warmup_epochs: 5
loss_names: ['forget_loss', 'retain_loss']
TOFU summary metrics
| metric | value |
|---|---|
| exact_memorization | 0.0277 |
| extraction_strength | 0.0325 |
| forget_Q_A_PARA_Prob | 0.0001 |
| forget_Q_A_gibberish | 0.1979 |
| forget_quality | 0.0000 |
| forget_truth_ratio | 0.9025 |
| mia_loss | 0.0048 |
| mia_min_k | 0.0127 |
| mia_min_k_plus_plus | 0.0228 |
| mia_zlib | 0.0210 |
| model_utility | 0.5716 |
| privleak | 59.9193 |
- Task
- Text Generation
- Library
- transformers
- Type
- llama
- License
- llama3.2
- Created
- Sep 10, 2026
- Updated
- Sep 10, 2026