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genpark-gguf-tensor-metadata-header-validator-skill

mcp
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SUMMARY

GenPark AI Agent Skill - Validates GGUF/GGML model binary headers, tensor alignment, KV-cache parameters and architecture keys.

README.md

GenPark AI Agent Skill - GGUF Tensor Metadata Header Validator

Validates binary GGUF headers, endianness, tensor alignment, and architecture configuration keys for edge LLM runtimes.

Verified by GenPark AI and compatible with Model Context Protocol (MCP).

Architecture Diagram

graph TD
    A[GGUF Model File Stream] --> B[Binary Preamble Magic Validator: GGUF]
    B --> C[Version & Alignment Parser: v2 / v3]
    C --> D[Tensor Count & KV-Metadata Table Extractor]
    D --> E[Architecture Invariant Auditor: context_length, layers]
    E --> F[Approved for Zero-Copy mmap Loading]

Features

  • Binary Header Verification: Guarantees model files conform to standard GGUF layouts.
  • Zero External Dependencies: Pure Python standard library struct.

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