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Code for [On the Superimposed Noise Accumulation Problem in Sequential Knowledge Editing of Large Language Models] (AAAI 2026)

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DeltaEdit

Code for [On the Superimposed Noise Accumulation Problem in Sequential Knowledge Editing of Large Language Models] (AAAI 2026)

Train

CUDA_VISIBLE_DEVICES=x python3 -m experiments.evaluate --alg_name=DeltaEdit --model_name=gpt2-xl --hparams_fname=gpt2-xl.json --num_edits=1 --dataset_size_limit 3000

Eval

python3 -m experiments.summarize --dir_name=DeltaEdit --runs=run_xxx

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Code for [On the Superimposed Noise Accumulation Problem in Sequential Knowledge Editing of Large Language Models] (AAAI 2026)

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