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GGUF semantic output manipulation PoC

This repository contains proof-of-concept GGUF files for llama.cpp metadata-driven output manipulation.

Included files:

Summary:

a metadata-only GGUF can alter which tokens are treated as end-of-generation
a metadata-only GGUF can alter chat-template selection and fallback behavior
these changes modify prompt construction and stopping behavior without changing model weights

PoC notes:

gguf-semantic-eos0-gptoss.gguf demonstrates EOG injection plus GPT-OSS template-path selection
gguf-semantic-tooluse-fallback.gguf demonstrates tool_use template promotion to the default template

This repo is intended for responsible vulnerability reporting and reproduction.

GGUF

Model size

0 params

Architecture

llama

Hardware compatibility

We're not able to determine the quantization variants.

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