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typed-decisions

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Add ProKope-421M (Alan Canto) to Table 2 (fine-tuned models)

#20

by AlanCantoFTW - opened 3 days ago

base: refs/heads/main

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from: refs/pr/20

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3 days ago

This PR adds ProKope-421M (by Alan Canto) to Table 2 (Fitted or fine-tuned on train), referencing benchmark discussion #11.

Model Repository: ProKope-AI/ProKope-421M
Creator & Lead Architect: Alan Canto
Architecture: 421M Non-Autoregressive Decision Engine (ModernBERT-large backbone + Geodesic SLERP Multi-Head)
Mode: Specialist (fine-tuned on train split, single forward pass, 0 output tokens)
Verified Metrics (400 cases / 2,000 decisions):
- Accuracy: 0.714 (71.40% — 1,428 / 2,000)
- Brier Score: 0.071
- ECE: 0.432
- Latency: <25 ms (41.95 ms on RTX 3050)
Artifacts: Verified .eval_results/typed-decisions.yaml and full eval_predictions.jsonl are live in the model repository.

Add ProKope-421M (Alan Canto) to Table 2 (fine-tuned models)d1a9d955

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