GGUF-X is a TinyMind packaging format: a GGUF v3-compatible binary runtime plus sidecar evidence, decoding policy, purity lineage, and claim gates. It is designed to keep the runtime compatible with GGUF loaders while attaching the evidence needed to avoid fake claims.

What Is Included

Modelfile.evo: Ollama-compatible runtime profile.
tinymind_ggufx_spec.json: TinyMind GGUF-X sidecar spec.
gguf_evo_upgrade_manifest.json: hashes, lineage, runtime settings, and promotion gates.
gguf_evo_eval_prompts.jsonl: smoke eval prompts.
README_GGUF_X.md: concise format boundary.

Current Evidence

Source GGUF size: 15.7098 GB
Source GGUF SHA-256: b8707e57f676d8dd1b80f623b45200cc92e6966b0e95275e606f412095a49fde
Adapter training evidence present: True
Adapter eval loss: 2.808002471923828
Adapter perplexity: 16.576772556518506
Purity density: 0.7211701159881736
Dominant domain share: 0.17511939959062997
Runtime context requested: 65536

Claim Boundary

Custom TinyMind format pack: True
GGUF v3 compatibility: True
Better-than-GGUF-v3 claim: False
Weights-better-than-source claim: False

The current package does not claim that GGUF tensors were merged/retrained inside the binary. Weight-level improvement requires a real adapter-to-GGUF merge/export log and same-prompt baseline comparison.

Reproduce Locally

powershell

ollama create tinymind-ggufx-purecode -f .\Modelfile.evo
ollama run tinymind-ggufx-purecode "อธิบายความต่างของ QLoRA กับ GGUF"

Repository

HF repo target: bbkdevops/tinymind-ggufx-purecode