nayakbhupen / Spnda

git clone https://github.com/nayakbhupen/Spnda.git

Zero-cost epistemic uncertainty quantification & hallucination detection for LLMs (90,000x faster than Semantic Entropy)

—

stars, 24h

—

stars, 7 days

—

stars, 30 days

33

★ total

3

forks · 0 open issues

Star history starts 2026-10-20; the chart appears after the second daily snapshot.

LanguagePython

License—

Created2026-09-01 (1mo ago)

Last push1mo ago

OwnerUser

GitHub topics

ai-safety epistemic-uncertainty hallucination-detection llm nlp self-consistency semantic-entropy zero-cost

Links

GitHub: github.com/nayakbhupen/Spnda
Homepage: https://doi.org/10.5281/zenodo.22233648
Releases · Issues · Hacker News mentions