The complete reference for fine-tuning, deploying, and scaling domain-specific AI models — without giving your data to anyone.
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LoRA, QLoRA, full fine-tune — pick your method and GPU budget.
Push to AWS, GCP, Azure private VPC or your own hardware.
Python, Node.js, and a fully OpenAI-compatible REST interface.
Build RAG pipelines, tool-calling agents, and multi-step workflows.
Track latency, hallucination rate, and model drift in production.
HIPAA, SOC 2, GDPR — compliance built in, not bolted on.
Your model. Your data. Your weights. Running in under 38 minutes.