CAP_01 / PRIVATE LLM
Private LLM Fine-Tuning
MODELS TRAINED EXCLUSIVELY ON YOUR CORPORATE KNOWLEDGE.
We prepare your unstructured data, adjust model weights, and run strict accuracy evaluations. The final model runs entirely inside your virtual private cloud, ensuring your proprietary logic never leaks to public APIs.
TECHNICAL IMPLEMENTATION
System architecture.
- Data preparation pipelines for contracts, manuals, tickets, and internal wikis.
- Fine-tuning workflows with held-out evaluation sets tied to your accuracy targets.
- Weight adjustment and versioning with rollback paths for production safety.
- Deployment inside your virtual private cloud with no external API dependency.
- Board-level audit logs on every training run and model promotion event.
Ready to scope this architecture for your operations?