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Open source articleWe built an open-source sub-microsecond Rust engine and gateway for LLM epistemic uncertainty quantification and hallucination gating:GitHub: https://github.com/Adarshent/Spnda Python SDK: pip install spndaWhy we built this: Semantic Entropy (Nature 2024) is great at detecting hallucinations, but the quadratic NLI cross-encoder bottleneck (90ms GPU overhead with DeBERTa) makes it unusable for real-time production serving.We found that exact-match normalized entropy (R_sc) achieves the same discr
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Show HN: Spanda – Sub-microsecond LLM epistemic uncertainty in Rust
Article URL: https://github.com/Adarshent/Spnda Comments URL: https://news.ycombinator.com/item?id=49665875 Points: 12 # Comments: 1
Spanda: Sub-microsecond LLM epistemic uncertainty in Rust
We built an open-source sub-microsecond Rust engine and gateway for LLM epistemic uncertainty quantification and hallucination gating:GitHub: https://github.com/Adarshent/Spnda Python SDK: pip install spndaWhy we built this: Semantic Entropy (Nature 2024) is great at detecting h…