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Belvedir

A "custom model factory".

A "custom model factory". You add an SDK to an AI agent, Belvedir records its calls, groups them into tasks, trains a small open model on the good ones with LoRA (supervised, self-distillation or reinforcement learning), scores it against the plain base model on held-out examples, and then serves it from their cloud or lets you download the adapter (https://belvedir.ai and https://docs.belvedir.ai/training/overview, read 2026-10-09). Their docs also describe tracing and a router for LLM calls.

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