verifiable-inference

Here are 3 public repositories matching this topic...

StanAntonov / detmatmul

Bit-exact, cross-hardware deterministic matrix multiplication using Q16.16 fixed-point arithmetic and SHA-256 verification. Provides identical AI inference results across NVIDIA GPUs, CPUs, and OSs. Essential for ZK-ML, Fintech, and AI Safety. Includes a PyTorch drop-in replacement, API and GPT-2 demo.

cross-platform blockchain cuda pytorch fixed-point reproducibility numba integer-arithmetic ai-safety determinism fixed-point-iteration matmul zkml verifiable-inference

Updated Mar 31, 2026
Python

iecc-protocol / verifier

Star

Official TypeScript implementation of the IECC protocol. Features Ed25519 signing, RFC 8785 canonicalization, and AI-native verification via MCP.

cryptography ed25519 identity-verification zero-knowledge digital-credentials trust-anchor mcp-server iecc-protocol verifiable-inference

Updated Mar 26, 2026
TypeScript

zcashsensei / heartwood

Star

Publicly verifiable proof that an LLM endpoint actually spent the compute you paid for — zero provider cooperation. Closes the effort gap (Hollow-LLM) and the transferability gap (IRIS).

attestation zero-knowledge confidential-computing randomness-beacon trustworthy-ai e-values llm-auditing verifiable-inference model-substitution anytime-valid

Updated Aug 13, 2026
Python

Improve this page

Add a description, image, and links to the verifiable-inference topic page so that developers can more easily learn about it.

Curate this topic

Add this topic to your repo

To associate your repository with the verifiable-inference topic, visit your repo's landing page and select "manage topics."

Learn more