Knowledge Unlearning for Mitigating Privacy Risks in Language Models

Benchmark Model Rank Results
language-modelling-on-the-pileGPT-Neo 2.7B#29Test perplexity: 10.44
language-modelling-on-the-pileGPT-Neo 1.3B#31Test perplexity: 11.46
language-modelling-on-the-pileOPT 2.7B#32Test perplexity: 17.81
language-modelling-on-the-pileGPT-Neo 125M#33Test perplexity: 17.83
language-modelling-on-the-pileOPT 1.3B#34Test perplexity: 19.55
language-modelling-on-the-pileOPT 125M#35Test perplexity: 32.26