Research prototype for real Mamba-2-130M inference under CKKS/FHE (OpenFHE/FIDESlib-GPU): +0.12% PPL surrogate and a verified 24-layer, 3-token encrypted B300 path.
cryptography cuda pytorch gpu-acceleration language-models homomorphic-encryption mamba state-space-models fhe privacy-preserving-ml ckks fully-homomorphic-encryption research-prototype llm openfhe mamba2 encrypted-inference fideslib
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Updated
Jul 16, 2026 - Python