Open Unlearning

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https://arxiv.org/abs/2506.12618

locuslab

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Large Language Model unlearning

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pratyushmaini authored a paper 4 days ago

Model-tuning Via Prompts Makes NLP Models Adversarially Robust

pratyushmaini authored a paper 4 days ago

Scaling Laws for Data Filtering -- Data Curation cannot be Compute Agnostic

pratyushmaini authored a paper 4 days ago

Rethinking LLM Memorization through the Lens of Adversarial Compression

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open-unlearning 's models 474

open-unlearning/unlearn_tofu_Llama-3.2-1B-Instruct_forget10_IdkDPO_lr5e-05_beta0.1_alpha1_epoch5

Text Generation • 1B • Updated May 15 • 4

open-unlearning/unlearn_tofu_Llama-3.2-1B-Instruct_forget10_NPO_lr1e-05_beta0.05_alpha5_epoch5

Text Generation • 1B • Updated May 15 • 5

open-unlearning/unlearn_tofu_Llama-3.2-1B-Instruct_forget10_IdkDPO_lr1e-05_beta0.05_alpha5_epoch10

Text Generation • 1B • Updated May 15 • 5

open-unlearning/unlearn_tofu_Llama-3.2-1B-Instruct_forget10_IdkDPO_lr5e-05_beta0.5_alpha1_epoch10

Text Generation • 1B • Updated May 15 • 5

open-unlearning/unlearn_tofu_Llama-3.2-1B-Instruct_forget10_UNDIAL_lr0.0003_beta3_alpha5_epoch10

Text Generation • 1B • Updated May 15 • 5

open-unlearning/unlearn_tofu_Llama-3.2-1B-Instruct_forget10_NPO_lr1e-05_beta0.05_alpha5_epoch10

Text Generation • 1B • Updated May 15 • 5

open-unlearning/unlearn_tofu_Llama-3.2-1B-Instruct_forget10_IdkDPO_lr1e-05_beta0.05_alpha5_epoch5

Text Generation • 1B • Updated May 15 • 5

open-unlearning/unlearn_tofu_Llama-3.2-1B-Instruct_forget10_IdkDPO_lr5e-05_beta0.5_alpha1_epoch5

Text Generation • 1B • Updated May 15 • 5

open-unlearning/unlearn_tofu_Llama-3.2-1B-Instruct_forget10_UNDIAL_lr0.0003_beta3_alpha5_epoch5

Text Generation • 1B • Updated May 15 • 5

open-unlearning/unlearn_tofu_Llama-3.2-1B-Instruct_forget10_RMU_lr1e-05_layer10_scoeff100_epoch10

Text Generation • 1B • Updated May 15 • 6

open-unlearning/unlearn_tofu_Llama-3.2-1B-Instruct_forget10_AltPO_lr2e-05_beta0.5_alpha1_epoch5

Text Generation • 1B • Updated May 15 • 6

open-unlearning/unlearn_tofu_Llama-3.2-1B-Instruct_forget10_UNDIAL_lr1e-05_beta30_alpha5_epoch10

Text Generation • 1B • Updated May 15 • 5

open-unlearning/unlearn_tofu_Llama-3.2-1B-Instruct_forget10_UNDIAL_lr0.0003_beta30_alpha5_epoch10

Text Generation • 1B • Updated May 15 • 5

open-unlearning/unlearn_tofu_Llama-3.2-1B-Instruct_forget10_RMU_lr1e-05_layer10_scoeff100_epoch5

Text Generation • 1B • Updated May 15 • 7

open-unlearning/unlearn_tofu_Llama-3.2-1B-Instruct_forget10_AltPO_lr2e-05_beta0.5_alpha1_epoch10

Text Generation • 1B • Updated May 15 • 6

open-unlearning/unlearn_tofu_Llama-3.2-1B-Instruct_forget10_UNDIAL_lr1e-05_beta30_alpha5_epoch5

Text Generation • 1B • Updated May 15 • 5

open-unlearning/unlearn_tofu_Llama-3.2-1B-Instruct_forget10_UNDIAL_lr0.0003_beta30_alpha5_epoch5

Text Generation • 1B • Updated May 15 • 5

open-unlearning/unlearn_tofu_Llama-3.2-1B-Instruct_forget10_IdkDPO_lr1e-05_beta0.5_alpha2_epoch5

Text Generation • 1B • Updated May 15 • 5

open-unlearning/unlearn_tofu_Llama-3.2-1B-Instruct_forget10_UNDIAL_lr0.0001_beta10_alpha1_epoch10

Text Generation • 1B • Updated May 15 • 5

open-unlearning/unlearn_tofu_Llama-3.2-1B-Instruct_forget10_RMU_lr1e-05_layer15_scoeff1_epoch10

Text Generation • 1B • Updated May 15 • 6

open-unlearning/unlearn_tofu_Llama-3.2-1B-Instruct_forget10_NPO_lr1e-05_beta0.5_alpha2_epoch5

Text Generation • 1B • Updated May 15 • 11

open-unlearning/unlearn_tofu_Llama-3.2-1B-Instruct_forget10_RMU_lr1e-05_layer15_scoeff1_epoch5

Text Generation • 1B • Updated May 15 • 6

open-unlearning/unlearn_tofu_Llama-3.2-1B-Instruct_forget10_IdkDPO_lr1e-05_beta0.5_alpha2_epoch10

Text Generation • 1B • Updated May 15 • 5

open-unlearning/unlearn_tofu_Llama-3.2-1B-Instruct_forget10_UNDIAL_lr0.0001_beta10_alpha1_epoch5

Text Generation • 1B • Updated May 15 • 5

open-unlearning/unlearn_tofu_Llama-3.2-1B-Instruct_forget10_NPO_lr1e-05_beta0.5_alpha2_epoch10

Text Generation • 1B • Updated May 15 • 5

open-unlearning/unlearn_tofu_Llama-3.2-1B-Instruct_forget10_NPO_lr5e-05_beta0.5_alpha2_epoch10

Text Generation • 1B • Updated May 15 • 5

open-unlearning/unlearn_tofu_Llama-3.2-1B-Instruct_forget10_NPO_lr1e-05_beta0.5_alpha1_epoch5

Text Generation • 1B • Updated May 15 • 5

open-unlearning/unlearn_tofu_Llama-3.2-1B-Instruct_forget10_IdkDPO_lr1e-05_beta0.5_alpha1_epoch10

Text Generation • 1B • Updated May 15 • 10

open-unlearning/unlearn_tofu_Llama-3.2-1B-Instruct_forget10_IdkDPO_lr5e-05_beta0.5_alpha2_epoch5

Text Generation • 1B • Updated May 15 • 7

open-unlearning/unlearn_tofu_Llama-3.2-1B-Instruct_forget10_IdkDPO_lr1e-05_beta0.5_alpha1_epoch5

Text Generation • 1B • Updated May 15 • 5