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tpn001-T12-0b3ee1d305d5
ShinyUser/tpn001-T12-0b3ee1d305d5
tpn001-T12-0b3ee1d305d5 is a machine learning model from ShinyUser. Use it for the machine learning task on the model card, and read the license before you ship it in a product.
This private repository preserves the exact T12 GGUF evaluated locally with the corrected llama.cpp b10020 evaluator.
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At a glance
- Access
- Public
- Created
- Aug 24, 2026
- Updated
- Aug 24, 2026
- SHA
- d2015c02
Model card
From the Hugging Face model README
TPN-001 T12 benchmarked candidate
This private repository preserves the exact T12 GGUF evaluated locally with the corrected llama.cpp b10020 evaluator.
- GGUF SHA256:
0b3ee1d305d5fffffbd11fa17e3dfb88d882f8198e62857a3c1dd9356ec46516 - MMLU (
acc,none):0.639083 - HellaSwag (
acc_norm,none):0.9187412865962955 - Weighted composite:
0.7229804859788886 - Provenance CKA:
1.0000 - RAM margin:
35546727bytes
This model passes the live TPN-001 competition's published minimum-score
requirements (0.0 for both tasks) and its RAM ceiling. The 0.6800 MMLU
and 0.7310 composite thresholds used during development were internal
stretch targets, not live competition eligibility requirements. Scores above
are local evaluator-aligned measurements, not protected TPN Bench results.
The revision intentionally contains exactly one GGUF, one JSON manifest, and this README.
- Created
- Aug 24, 2026
- Updated
- Aug 24, 2026