PRISM: Training Data Attribution in a Single Forward Pass

A COLM paper introduces PRISM, prototype language models whose next-token predictions can be traced back to specific pretraining data in a single forward pass, achieving training data attribution by design.

2026-10-06 ~ 2026-10-06 · 3 related posts

• PRISM: trace an LLM's outputs back to training data in a single forward pass — juliusadml · 2026-10-06
• Attribution by design: trace LLM outputs to training data in a single forward pass — juliusadml · 2026-10-06

1 near-duplicate retellings: keunwoochoi