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Sori-1B is built from NVIDIA's frozen Audio Flamingo Next audio encoder (NVIDIA OneWay Noncommercial License, academic use only) and the SmolLM2-360M language model (Apache-2.0), fully fine-tuned here. The complete terms are in LICENSE. Access is granted on these conditions: you use the model for academic research only and never for any commercial purpose; you do not copy, mirror or redistribute the weights or any part of this repository; you obtain the author's written agreement before releasing or deploying any model trained, fine-tuned, distilled or merged from it or from its outputs; and you cite this work in any publication whose results depend on it.

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