Vajra: The AWS Lambda for AI
Vajra is a sovereign serverless GPU cloud designed to solve the industry's utilization crisis. By employing a novel 'Frozen Core + Hot Adapter' architecture, we achieve sub-500ms cold starts for 70B+ LLMs and enable pay-per-gradient fine-tuning.
Cost Revolution
Supports 50-100 concurrent tenants on a single A100 GPU, delivering enterprise-grade infrastructure at 1/100th the cost of traditional cloud providers.
Key Achievements
Sub-500ms Cold Starts
Near-instant inference for 70B+ parameter LLMs
Breakthrough100x Cost Reduction
Enterprise-grade GPU at 1/100th the cost of traditional cloud
Economics50-100 Concurrent Tenants
Multi-tenant isolation on a single A100 GPU
EfficiencyData Sovereignty
On-premise and hybrid deployment with regional isolation
SovereignFrozen Core + Hot Adapter Architecture
A novel approach to GPU utilization that eliminates cold start penalties.
Sovereign Cloud Infrastructure
Built for organizations that need data sovereignty without compromising performance.
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