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sum-engine


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Author: ototao
License: Apache-2.0
Summary: SUM — bidirectional knowledge distillation with optional cryptographic attestation. Pipe prose, get a CanonicalBundle (HMAC / Ed25519 / W3C VC 2.0), verify anywhere.
Latest version: 0.10.0
Required dependencies: cryptography | sympy
Optional dependencies: anthropic | build | click | hypothesis | joserfc | markitdown | mcp | mypy | numpy | openai | pydantic | pyjwt | pytest | pytest-asyncio | ruff | scipy | sentencepiece | spacy | sum-engine | torch | transformers | types-setuptools

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