| Sofia Distilled v0.1 | |
| Copyright 2026 Rootcastle Engineering & Innovation | |
| Sofia Edge contains newly trained NumPy model weights and original synthetic signal data. | |
| Sofia Chat contains modified pretrained weights derived from Qwen/Qwen2.5-0.5B-Instruct, | |
| copyright its respective authors, distributed under the Apache License 2.0. | |
| Pinned upstream revision: 7ae557604adf67be50417f59c2c2f167def9a775. | |
| The verifiable product-kernel method is informed by Batuhan Ayribas (2026), | |
| Quantum Artificial Intelligence with Verifiable Kernels: | |
| https://www.academia.edu/175377730/Quantum_Artificial_Intelligence_with_Verifiable_Kernels | |
| The implementation, signal-learning task, distillation extension, and new experimental | |
| results in this repository are separate from the manuscript's supplementary archive. | |