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https://arxiv.org/abs/2506.12618

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Large Language Model unlearning

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pratyushmaini authored a paper 3 days ago

Follow the Gradient: Tracing Safety Degradation Back to Training Data

pratyushmaini authored a paper 3 days ago

Natively Unlearnable Large Language Models

pratyushmaini authored a paper 3 days ago

LLM Dataset Inference: Did you train on my dataset?

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open-unlearning 's models 474

open-unlearning/unlearn_tofu_Llama-3.2-1B-Instruct_forget10_SimNPO_lr5e-05_b3.5_a1_d1_g0.25_ep5

Text Generation • 1B • Updated May 24, 2025 • 108

open-unlearning/unlearn_tofu_Llama-3.2-1B-Instruct_forget10_SimNPO_lr5e-05_b3.5_a1_d1_g0.25_ep10

Text Generation • 1B • Updated May 24, 2025 • 103

open-unlearning/unlearn_tofu_Llama-3.2-1B-Instruct_forget10_GradDiff_lr1e-05_alpha5_epoch10

Text Generation • 1B • Updated May 24, 2025 • 312

open-unlearning/unlearn_tofu_Llama-3.2-1B-Instruct_forget10_SimNPO_lr2e-05_b3.5_a1_d0_g0.125_ep10

Text Generation • 1B • Updated May 24, 2025 • 55

open-unlearning/unlearn_tofu_Llama-3.2-1B-Instruct_forget10_SimNPO_lr2e-05_b3.5_a1_d0_g0.125_ep5

Text Generation • 1B • Updated May 24, 2025 • 18

open-unlearning/unlearn_tofu_Llama-3.2-1B-Instruct_forget10_AltPO_lr1e-05_beta0.5_alpha2_epoch5

Text Generation • 1B • Updated May 24, 2025 • 18

open-unlearning/unlearn_tofu_Llama-3.2-1B-Instruct_forget10_IdkDPO_lr2e-05_beta0.1_alpha1_epoch10

Text Generation • 1B • Updated May 24, 2025 • 60

open-unlearning/unlearn_tofu_Llama-3.2-1B-Instruct_forget10_SimNPO_lr1e-05_b4.5_a1_d1_g0.125_ep5

Text Generation • 1B • Updated May 24, 2025 • 38

open-unlearning/unlearn_tofu_Llama-3.2-1B-Instruct_forget10_SimNPO_lr1e-05_b4.5_a1_d1_g0.125_ep10

Text Generation • 1B • Updated May 24, 2025 • 92

open-unlearning/unlearn_tofu_Llama-3.2-1B-Instruct_forget10_SimNPO_lr5e-05_b3.5_a1_d0_g0.25_ep5

Text Generation • 1B • Updated May 24, 2025 • 18

open-unlearning/unlearn_tofu_Llama-3.2-1B-Instruct_forget10_SimNPO_lr5e-05_b3.5_a1_d0_g0.25_ep10

Text Generation • 1B • Updated May 24, 2025 • 22

open-unlearning/unlearn_tofu_Llama-3.2-1B-Instruct_forget10_SimNPO_lr2e-05_b4.5_a1_d1_g0.25_ep10

Text Generation • 1B • Updated May 24, 2025 • 44

open-unlearning/unlearn_tofu_Llama-3.2-1B-Instruct_forget10_SimNPO_lr2e-05_b4.5_a1_d1_g0.25_ep5

Text Generation • 1B • Updated May 24, 2025 • 36

open-unlearning/unlearn_tofu_Llama-3.2-1B-Instruct_forget10_SimNPO_lr1e-05_b3.5_a1_d1_g0.25_ep10

Text Generation • 1B • Updated May 24, 2025 • 45

open-unlearning/unlearn_tofu_Llama-3.2-1B-Instruct_forget10_SimNPO_lr1e-05_b3.5_a1_d1_g0.25_ep5

Text Generation • 1B • Updated May 24, 2025 • 31

open-unlearning/unlearn_tofu_Llama-3.2-1B-Instruct_forget10_SimNPO_lr1e-05_b3.5_a1_d0_g0.25_ep5

Text Generation • 1B • Updated May 24, 2025 • 20

open-unlearning/unlearn_tofu_Llama-3.2-1B-Instruct_forget10_SimNPO_lr1e-05_b3.5_a1_d0_g0.25_ep10

Text Generation • 1B • Updated May 24, 2025 • 24

open-unlearning/unlearn_tofu_Llama-3.2-1B-Instruct_forget10_SimNPO_lr2e-05_b4.5_a1_d0_g0.25_ep5

Text Generation • 1B • Updated May 24, 2025 • 18

open-unlearning/unlearn_tofu_Llama-3.2-1B-Instruct_forget10_SimNPO_lr2e-05_b4.5_a1_d0_g0.25_ep10

Text Generation • 1B • Updated May 24, 2025 • 19

open-unlearning/unlearn_tofu_Llama-3.2-1B-Instruct_forget10_SimNPO_lr5e-05_b3.5_a1_d1_g0.125_ep10

Text Generation • 1B • Updated May 24, 2025 • 83

open-unlearning/unlearn_tofu_Llama-3.2-1B-Instruct_forget10_SimNPO_lr5e-05_b3.5_a1_d1_g0.125_ep5

Text Generation • 1B • Updated May 24, 2025 • 33

open-unlearning/unlearn_tofu_Llama-3.2-1B-Instruct_forget10_IdkNLL_lr4e-05_alpha10_epoch5

Text Generation • 1B • Updated May 24, 2025 • 53

open-unlearning/unlearn_tofu_Llama-3.2-1B-Instruct_forget10_IdkDPO_lr2e-05_beta0.5_alpha1_epoch5

Text Generation • 1B • Updated May 24, 2025 • 17

open-unlearning/unlearn_tofu_Llama-3.2-1B-Instruct_forget10_AltPO_lr1e-05_beta0.1_alpha2_epoch10

Text Generation • 1B • Updated May 24, 2025 • 43

open-unlearning/unlearn_tofu_Llama-3.2-1B-Instruct_forget10_AltPO_lr5e-05_beta0.05_alpha2_epoch5

Text Generation • 1B • Updated May 24, 2025 • 17

open-unlearning/unlearn_tofu_Llama-3.2-1B-Instruct_forget10_SimNPO_lr5e-05_b4.5_a1_d0_g0.125_ep10

Text Generation • 1B • Updated May 24, 2025 • 21

open-unlearning/unlearn_tofu_Llama-3.2-1B-Instruct_forget10_SimNPO_lr5e-05_b4.5_a1_d0_g0.125_ep5

Text Generation • 1B • Updated May 24, 2025 • 15

open-unlearning/unlearn_tofu_Llama-3.2-1B-Instruct_forget10_AltPO_lr2e-05_beta0.05_alpha5_epoch10

Text Generation • 1B • Updated May 24, 2025 • 35

open-unlearning/unlearn_tofu_Llama-3.2-1B-Instruct_forget10_RMU_lr2e-05_layer10_scoeff100_epoch5

Text Generation • 1B • Updated May 24, 2025 • 15

open-unlearning/unlearn_tofu_Llama-3.2-1B-Instruct_forget10_NPO_lr1e-05_beta0.5_alpha1_epoch10

Text Generation • 1B • Updated May 24, 2025 • 77