TOFU Models w & w/o Knowledge

open-unlearning 's Collections

updated Jun 30

Models with and without TOFU author knowledge, used to evaluate metric faithfulness (see: https://arxiv.org/pdf/2506.12618).

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open-unlearning/pos_tofu_Llama-3.2-1B-Instruct_full_lr2e-05_wd0.01_epoch10

Text Generation • 1B • Updated May 15 • 15
open-unlearning/neg_tofu_Llama-3.2-1B-Instruct_retain90_forget10_pert_lr1e-05_wd0.01_epoch10

Text Generation • 1B • Updated May 15 • 12
open-unlearning/pos_tofu_Llama-3.2-1B-Instruct_full_lr2e-05_wd0.01_epoch5

Text Generation • 1B • Updated May 15 • 9
open-unlearning/neg_tofu_Llama-3.2-1B-Instruct_retain90_forget10_pert_lr1e-05_wd0.01_epoch5

Text Generation • 1B • Updated May 15 • 6
open-unlearning/pos_tofu_Llama-3.2-1B-Instruct_retain90_forget10_bio_lr4e-05_wd0.01_epoch5

Text Generation • 1B • Updated May 15 • 6
open-unlearning/neg_tofu_Llama-3.2-1B-Instruct_retain90_celeb10_bio_lr5e-05_wd0.01_epoch5

Text Generation • 1B • Updated May 15 • 6
open-unlearning/pos_tofu_Llama-3.2-1B-Instruct_retain90_forget10_bio_lr4e-05_wd0.01_epoch10

Text Generation • 1B • Updated May 15 • 6
open-unlearning/neg_tofu_Llama-3.2-1B-Instruct_retain90_celeb10_bio_lr5e-05_wd0.01_epoch10

Text Generation • 1B • Updated May 15 • 7
open-unlearning/pos_tofu_Llama-3.2-1B-Instruct_retain90_forget10_bio_lr3e-05_wd0.01_epoch10

Text Generation • 1B • Updated May 15 • 7
open-unlearning/neg_tofu_Llama-3.2-1B-Instruct_retain90_celeb10_bio_lr2e-05_wd0.01_epoch5

Text Generation • 1B • Updated May 15 • 5
open-unlearning/neg_tofu_Llama-3.2-1B-Instruct_retain90_celeb10_bio_lr2e-05_wd0.01_epoch10

Text Generation • 1B • Updated May 15 • 6
open-unlearning/pos_tofu_Llama-3.2-1B-Instruct_retain90_forget10_bio_lr3e-05_wd0.01_epoch5

Text Generation • 1B • Updated May 15 • 6
open-unlearning/neg_tofu_Llama-3.2-1B-Instruct_retain90_lr1e-05_wd0.01_epoch5

Text Generation • 1B • Updated May 15 • 10
open-unlearning/pos_tofu_Llama-3.2-1B-Instruct_full_lr5e-05_wd0.01_epoch5

Text Generation • 1B • Updated May 15 • 6
open-unlearning/neg_tofu_Llama-3.2-1B-Instruct_retain90_lr1e-05_wd0.01_epoch10

Text Generation • 1B • Updated May 15 • 6
open-unlearning/pos_tofu_Llama-3.2-1B-Instruct_full_lr5e-05_wd0.01_epoch10

Text Generation • 1B • Updated May 15 • 10
open-unlearning/neg_tofu_Llama-3.2-1B-Instruct_retain90_lr4e-05_wd0.01_epoch10

Text Generation • 1B • Updated May 15 • 8
open-unlearning/pos_tofu_Llama-3.2-1B-Instruct_retain90_forget10_para_lr5e-05_wd0.01_epoch10

Text Generation • 1B • Updated May 15 • 5
open-unlearning/neg_tofu_Llama-3.2-1B-Instruct_retain90_lr4e-05_wd0.01_epoch5

Text Generation • 1B • Updated May 15 • 7
open-unlearning/pos_tofu_Llama-3.2-1B-Instruct_retain90_forget10_para_lr5e-05_wd0.01_epoch5

Text Generation • 1B • Updated May 15 • 5
open-unlearning/pos_tofu_Llama-3.2-1B-Instruct_retain90_forget10_para_lr2e-05_wd0.01_epoch10

Text Generation • 1B • Updated May 15 • 6
open-unlearning/neg_tofu_Llama-3.2-1B-Instruct_retain90_forget10_pert_lr3e-05_wd0.01_epoch10

Text Generation • 1B • Updated May 15 • 6
open-unlearning/neg_tofu_Llama-3.2-1B-Instruct_retain90_forget10_pert_lr3e-05_wd0.01_epoch5

Text Generation • 1B • Updated May 15 • 7
open-unlearning/pos_tofu_Llama-3.2-1B-Instruct_retain90_forget10_para_lr2e-05_wd0.01_epoch5

Text Generation • 1B • Updated May 15 • 5
open-unlearning/neg_tofu_Llama-3.2-1B-Instruct_retain90_lr3e-05_wd0.01_epoch5

Text Generation • 1B • Updated May 15 • 6
open-unlearning/pos_tofu_Llama-3.2-1B-Instruct_retain90_forget10_bio_lr1e-05_wd0.01_epoch10

Text Generation • 1B • Updated May 15 • 10
open-unlearning/neg_tofu_Llama-3.2-1B-Instruct_retain90_lr3e-05_wd0.01_epoch10

Text Generation • 1B • Updated May 15 • 6
open-unlearning/pos_tofu_Llama-3.2-1B-Instruct_retain90_forget10_bio_lr1e-05_wd0.01_epoch5

Text Generation • 1B • Updated May 15 • 7
open-unlearning/neg_tofu_Llama-3.2-1B-Instruct_retain90_forget10_pert_lr4e-05_wd0.01_epoch10

Text Generation • 1B • Updated May 15 • 6
open-unlearning/pos_tofu_Llama-3.2-1B-Instruct_retain90_forget10_para_lr3e-05_wd0.01_epoch10

Text Generation • 1B • Updated May 15 • 5
open-unlearning/neg_tofu_Llama-3.2-1B-Instruct_retain90_forget10_pert_lr4e-05_wd0.01_epoch5

Text Generation • 1B • Updated May 15 • 6
open-unlearning/pos_tofu_Llama-3.2-1B-Instruct_retain90_forget10_para_lr3e-05_wd0.01_epoch5

Text Generation • 1B • Updated May 15 • 5
open-unlearning/neg_tofu_Llama-3.2-1B-Instruct_retain90_celeb10_bio_lr1e-05_wd0.01_epoch10

Text Generation • 1B • Updated May 15 • 6
open-unlearning/pos_tofu_Llama-3.2-1B-Instruct_full_lr1e-05_wd0.01_epoch5

Text Generation • 1B • Updated May 15 • 126
open-unlearning/neg_tofu_Llama-3.2-1B-Instruct_retain90_celeb10_bio_lr1e-05_wd0.01_epoch5

Text Generation • 1B • Updated May 15 • 5
open-unlearning/pos_tofu_Llama-3.2-1B-Instruct_full_lr1e-05_wd0.01_epoch10

Text Generation • 1B • Updated May 15 • 7
open-unlearning/neg_tofu_Llama-3.2-1B-Instruct_retain90_forget10_pert_lr5e-05_wd0.01_epoch10

Text Generation • 1B • Updated May 15 • 5
open-unlearning/pos_tofu_Llama-3.2-1B-Instruct_retain90_forget10_para_lr4e-05_wd0.01_epoch10

Text Generation • 1B • Updated May 15 • 6
open-unlearning/neg_tofu_Llama-3.2-1B-Instruct_retain90_forget10_pert_lr5e-05_wd0.01_epoch5

Text Generation • 1B • Updated May 15 • 7
open-unlearning/pos_tofu_Llama-3.2-1B-Instruct_retain90_forget10_para_lr4e-05_wd0.01_epoch5

Text Generation • 1B • Updated May 15 • 7
open-unlearning/neg_tofu_Llama-3.2-1B-Instruct_retain90_lr2e-05_wd0.01_epoch5

Text Generation • 1B • Updated May 15 • 7
open-unlearning/pos_tofu_Llama-3.2-1B-Instruct_retain90_forget10_para_lr1e-05_wd0.01_epoch5

Text Generation • 1B • Updated May 15 • 5
open-unlearning/neg_tofu_Llama-3.2-1B-Instruct_retain90_lr2e-05_wd0.01_epoch10

Text Generation • 1B • Updated May 15 • 6
open-unlearning/pos_tofu_Llama-3.2-1B-Instruct_retain90_forget10_para_lr1e-05_wd0.01_epoch10

Text Generation • 1B • Updated May 15 • 4
open-unlearning/neg_tofu_Llama-3.2-1B-Instruct_retain90_forget10_pert_lr2e-05_wd0.01_epoch5

Text Generation • 1B • Updated May 15 • 6
open-unlearning/neg_tofu_Llama-3.2-1B-Instruct_retain90_forget10_pert_lr2e-05_wd0.01_epoch10

Text Generation • 1B • Updated May 15 • 12
open-unlearning/pos_tofu_Llama-3.2-1B-Instruct_retain90_forget10_bio_lr2e-05_wd0.01_epoch5

Text Generation • 1B • Updated May 15 • 6
open-unlearning/neg_tofu_Llama-3.2-1B-Instruct_retain90_lr5e-05_wd0.01_epoch5

Text Generation • 1B • Updated May 15 • 5
open-unlearning/pos_tofu_Llama-3.2-1B-Instruct_retain90_forget10_bio_lr2e-05_wd0.01_epoch10

Text Generation • 1B • Updated May 15 • 11
open-unlearning/neg_tofu_Llama-3.2-1B-Instruct_retain90_lr5e-05_wd0.01_epoch10

Text Generation • 1B • Updated May 15 • 6
open-unlearning/pos_tofu_Llama-3.2-1B-Instruct_full_lr4e-05_wd0.01_epoch10

Text Generation • 1B • Updated May 15 • 7
open-unlearning/neg_tofu_Llama-3.2-1B-Instruct_retain90_celeb10_bio_lr3e-05_wd0.01_epoch5

Text Generation • 1B • Updated May 15 • 6
open-unlearning/pos_tofu_Llama-3.2-1B-Instruct_full_lr4e-05_wd0.01_epoch5

Text Generation • 1B • Updated May 15 • 5
open-unlearning/neg_tofu_Llama-3.2-1B-Instruct_retain90_celeb10_bio_lr3e-05_wd0.01_epoch10

Text Generation • 1B • Updated May 15 • 8
open-unlearning/pos_tofu_Llama-3.2-1B-Instruct_full_lr3e-05_wd0.01_epoch5

Text Generation • 1B • Updated May 15 • 5
open-unlearning/pos_tofu_Llama-3.2-1B-Instruct_full_lr3e-05_wd0.01_epoch10

Text Generation • 1B • Updated May 15 • 6
open-unlearning/neg_tofu_Llama-3.2-1B-Instruct_retain90_celeb10_bio_lr4e-05_wd0.01_epoch5

Text Generation • 1B • Updated May 15 • 6
open-unlearning/pos_tofu_Llama-3.2-1B-Instruct_retain90_forget10_bio_lr5e-05_wd0.01_epoch10

Text Generation • 1B • Updated May 15 • 17
open-unlearning/neg_tofu_Llama-3.2-1B-Instruct_retain90_celeb10_bio_lr4e-05_wd0.01_epoch10

Text Generation • 1B • Updated May 15 • 7
open-unlearning/pos_tofu_Llama-3.2-1B-Instruct_retain90_forget10_bio_lr5e-05_wd0.01_epoch5

Text Generation • 1B • Updated May 15 • 12

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