I Know What I Don't Know: Latent Posterior Factor Models for Multi-Evidence Probabilistic Reasoning
Paper • 2603.15670 • Published • 2
epalea-compliance-v1
Pretrained weights for the Epalea LPF (Latent Posterior Factors) compliance domain model.
Usage
pip install epalea
import epalea
model = epalea.load_model("compliance-v1") # downloads automatically
result = model.infer(entity_id="C0001", mode="both")
print(result.results.spn.prediction)
Files
| File | Description |
|---|---|
best_model.pt |
Trained VAE encoder + SPN decoder |
aggregator.pt |
Trained learned aggregator |
schema.json |
Domain schema |
evidence_index/ |
FAISS vector store + metadata |
Paper
https://huggingface.co/papers/2603.15670
License
Epalea Model Weight License Commercial licensing: licensing@epalea.ai
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