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Small Samples Poison

Source
anthropic.com
Author
Anthropic research
Date
Why it matters

Poisoning needs a roughly fixed number of documents, not a percentage of training data, so attacks on web-scraped corpora are more practical than assumed. Anyone training or on public text should weigh data provenance.

Terms in this piece · Glossary
  • fine-tuning — Taking a trained model and training it a bit more on your own examples so it gets better at one specific job.
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