GPT in a Box - Hybrid Cloud
AI & Cloud
A hybrid deployment of large language models across both private cloud immersion clusters and AWS. Features fine-tuned Meta Llama 3 models with consistent performance across environments.
The choice isn't cloud-or-on-premises - it's on-premises when data sensitivity calls for it, cloud when scale does, with the same fine-tuned Llama 3 models performing consistently either way.
Key Technologies
Key Features
- Cross-platform LLM deployment
- Fine-tuned model training
- Consistent performance across environments
- Optimized for structured data queries
- Fast response times with efficient resource usage
Results & Impact
GPT in a Box has delivered significant benefits:
- 70% cost reduction compared to equivalent commercial API usage
- Sub-second response times for most queries
- Full data sovereignty with on-premises deployment option
- Seamless failover between cloud and on-premises resources
- Specialized knowledge domain adaptation through fine-tuning