GPU Hosting & AI Engineering Blog
Benchmarks, GPU comparisons, deployment guides, and cost analysis — everything you need to run AI on dedicated GPU servers.
Video Highlights: Clip Extraction on GPU
A sports media company processing 400 hours of match footage weekly deploys a vision AI pipeline on dedicated GPU to automatically detect and extract highlight moments, producing social-ready clips within…
Latest Articles
Fresh benchmarks, comparisons, and deployment guides from the GigaGPU team.
Social Media: AI Content on GPU
A social media agency managing 85 brand accounts deploys a self-hosted LLM and image generator on dedicated GPU to produce…
Film Pre-Viz: Storyboard Generation on GPU
A TV commercial production company generating 60 storyboard decks monthly deploys Stable Diffusion on dedicated GPU to produce photorealistic pre-visualisation…
Game NPC: Dynamic Dialogue on GPU
An indie RPG studio replaces 80,000 lines of scripted NPC dialogue with a self-hosted LLM running on dedicated GPU, enabling…
Music AI: Sample Generation on GPU
A production music library needing 500 new tracks monthly deploys a self-hosted music generation model on dedicated GPU to create…
Subtitle AI: Multi-Language on GPU
A UK documentary distributor localising 200 hours of content annually into 12 languages deploys Whisper and an LLM translation pipeline…
Benefits Processing: AI Document Verification on GPU
A local authority processing 9,500 housing benefit applications annually deploys document AI on dedicated GPU to extract and verify data…
FOI Request: AI Redaction on GPU
A metropolitan council processing 3,200 Freedom of Information requests annually deploys document AI and an LLM on dedicated GPU to…
Property Photography: AI Enhancement on GPU
A property photography firm processing 4,500 shoots monthly deploys AI sky replacement, HDR enhancement, and object removal on dedicated GPU,…
Real Estate Chatbot: AI Property Enquiries on GPU
An estate agency chain receiving 14,000 web enquiries monthly deploys a self-hosted AI chatbot on dedicated GPU that qualifies leads,…
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