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Can Concept Erasure Reproduce Concept Exclusion?
OLMo-2 1B full model, twins trained with Ancient Rome, Baseball, or AI text masked from the loss, and EMBER, RMU, SNMF erasure edits for comparison.
NEEDLE
Backdoored models from the paper: Removing the NEEDLE in the Haystack: Backdoor Removal in LLMs via Weight Orthogonalisation
OPD Test-Time Scaling: Math, Code, and Fact Checkpoints
Seven OPD student checkpoints (Math, Code, Fact) for https://arxiv.org/abs/2608.11829. Project page: https://j3ra1d.top/opd-test-time-scaling/
Can Concept Erasure Reproduce Concept Exclusion?
OLMo-2 1B full model, twins trained with Ancient Rome, Baseball, or AI text masked from the loss, and EMBER, RMU, SNMF erasure edits for comparison.
NEEDLE
Backdoored models from the paper: Removing the NEEDLE in the Haystack: Backdoor Removal in LLMs via Weight Orthogonalisation
OPD Test-Time Scaling: Math, Code, and Fact Checkpoints
Seven OPD student checkpoints (Math, Code, Fact) for https://arxiv.org/abs/2608.11829. Project page: https://j3ra1d.top/opd-test-time-scaling/