GPU Hosting & AI Engineering Blog
Benchmarks, GPU comparisons, deployment guides, and cost analysis — everything you need to run AI on dedicated GPU servers.
VPN Setup for Remote AI Inference Access
Configure WireGuard and OpenVPN tunnels for secure remote access to GPU inference servers, covering key exchange, split tunnelling, and performance tuning for AI workloads.
Latest Articles
Fresh benchmarks, comparisons, and deployment guides from the GigaGPU team.
DDoS Protection for AI Inference APIs
Protect AI inference APIs from volumetric and application-layer DDoS attacks with rate limiting, traffic filtering, and infrastructure hardening on dedicated…
AI Incident Response Plan
Build an incident response plan for AI system failures and security breaches covering detection, containment, recovery, post-incident review, and regulatory…
AI Ethics Compliance for UK Organisations
Navigate UK AI ethics requirements covering the AI Safety Institute, sector-specific regulations, the Equality Act, and practical compliance steps for…
Model Cards and AI Documentation
Create model cards and system documentation for self-hosted AI models covering intended use, limitations, evaluation results, and ethical considerations for…
Bias Testing for AI Models
Test self-hosted AI models for demographic bias across protected characteristics using structured evaluation datasets, statistical analysis, and continuous monitoring on…
Right to Explanation for AI Decisions
Implement explainability mechanisms for AI-driven decisions covering GDPR Article 22, meaningful information requirements, and technical approaches for self-hosted models.
AI Governance Framework for UK Organisations
Build an AI governance framework covering accountability, transparency, risk assessment, and oversight for organisations deploying self-hosted AI models on UK…
API Key Management for Self-Hosted AI
Implement secure API key generation, rotation, rate limiting, and revocation for self-hosted AI inference APIs on dedicated GPU servers.
Whisper Large-v3 Turbo: Speed vs Accuracy Trade-Off
Analysis of Whisper Large-v3 Turbo compared to standard Large-v3, covering the distillation approach, real-world speed gains, accuracy trade-offs, and GPU…
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