data-contamination
Point-in-time correct LLM instrumentation — tracing, version pinning and look-ahead-bias protection for research pipelines. pip install traceguard
N-gram, embedding, canary, answer-pattern, and corpus contamination auditor.
Python package developed to evaluate textual overlap (N-Grams) between two volumes of text.