GPU Hosting & AI Engineering Blog
Benchmarks, GPU comparisons, deployment guides, and cost analysis — everything you need to run AI on dedicated GPU servers.
Tokenizer Considerations
Tokenizer choice and tokens-per-language differences. Why your French content costs more than English.
Latest Articles
Fresh benchmarks, comparisons, and deployment guides from the GigaGPU team.
Self-Hosted AI Glossary 2026
The reference glossary of self-hosted AI terms in 2026 — from AWQ to vLLM, briefly explained.
1,000 Posts on Self-Hosted AI: What We've Learnt
1,000 posts in: the consolidated lessons from documenting self-hosted AI patterns across 2026. The takeaways.
Getting Started with Self-Hosted AI
The first-week roadmap for committing to self-hosted AI — what to set up first, what to defer, what to skip.
Self-Hosted AI FAQ 2026
The recurring questions about self-hosted AI — answered honestly. The reference FAQ.
AI Vendor Selection RFP
Running an RFP for AI hosting / managed inference / platforms — the criteria, the questions, the decision framework.
Self-Hosted AI Success Patterns
What teams that have succeeded with self-hosted AI have in common — the patterns worth copying.
Self-Hosted AI Pitfalls
The pitfalls that catch teams transitioning to self-hosted AI — and how to dodge them.
Self-Hosted AI Readiness Checklist
The pre-flight checklist for committing to self-hosted AI — team, infrastructure, data, ops.
Common AI Engineering Mistakes
The recurring mistakes that AI engineering teams make — and how to avoid them.
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