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GigaGPU Blog

GPU Hosting & AI Engineering Blog

Benchmarks, GPU comparisons, deployment guides, and cost analysis — everything you need to run AI on dedicated GPU servers.

Latest Articles

Fresh benchmarks, comparisons, and deployment guides from the GigaGPU team.

Use Cases Apr 2026

Automate Product Tagging with AI on GPU

Automate product tagging with AI on a dedicated GPU server. Analyse product images and descriptions to generate categories, attributes, search…

Use Cases Apr 2026

Automate Podcast Show Notes with AI on GPU

Automate podcast show notes with AI on a dedicated GPU server. Transcribe episodes, extract key topics and timestamps, generate summaries,…

Use Cases Apr 2026

Automate Insurance Claims with AI on GPU

Automate insurance claims processing with AI on a dedicated GPU server. Extract claim details from forms and photos, detect fraud…

Use Cases Apr 2026

Automate Recruitment Screening with AI on GPU

Automate recruitment screening with AI on a dedicated GPU server. Parse CVs, score candidates against job requirements, flag top matches,…

Use Cases Apr 2026

Automate Quality Assurance Testing with AI on GPU

Automate QA testing with AI on a dedicated GPU server. Generate test cases from requirements, identify edge cases, write test…

Use Cases Apr 2026

Build an AI Email Responder on a GPU Server

Build a self-hosted AI email responder on a GPU server that drafts contextual replies, triages incoming mail, and handles routine…

Use Cases Apr 2026

Build Code Completion API on GPU

Build a production code completion API on a dedicated GPU server. Serve inline code suggestions, function generation, and code explanation…

LLM Hosting Apr 2026

vLLM vs TGI: Throughput Benchmark on Dedicated GPU

Benchmarking vLLM against Hugging Face TGI for throughput on dedicated GPU servers. Detailed token-per-second comparison, latency analysis, and deployment recommendations.

Use Cases Apr 2026

Build a Document Comparison Tool with AI on GPU

Build an AI-powered document comparison tool on a GPU server that identifies semantic differences between contract versions, policy updates, and…

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