Custom Model Fine-Tuning & Private Deployment

The Problem

For clients who need domain-specific performance, cost efficiency at scale, or data privacy that prohibits using external APIs, standard hosted LLMs are not an option.

Our Solution

We fine-tune and deploy open-source language models on private infrastructure. We have fine-tuned models across domains including legal, financial, healthcare, and specialized NLP tasks. Deployment targets include GCP (Vertex AI), AWS (Bedrock, EC2), and private cloud environments.

Our fine-tuning process covers: data preparation and cleaning, instruction tuning, evaluation framework setup, and deployment with monitoring and version management.