GPU Hosting & AI Engineering Blog
Benchmarks, GPU comparisons, deployment guides, and cost analysis — everything you need to run AI on dedicated GPU servers.
RTX 5060 Ti 16GB for Internal Enterprise Search
Enterprise search over SharePoint, Google Drive and Slack on Blackwell 16GB with ACL-aware retrieval and BGE-M3 embeddings.
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Fresh benchmarks, comparisons, and deployment guides from the GigaGPU team.
RTX 5060 Ti 16GB for Qwen 2.5 7B
Qwen 2.5 7B on Blackwell 16GB - bilingual English/Chinese production LLM with comfortable concurrency and 32k context.
RTX 5060 Ti 16GB for Qwen 2.5 14B
Qwen 2.5 14B at AWQ on Blackwell 16GB - the sweet spot for stronger reasoning than 7B while staying single-card…
RTX 5060 Ti 16GB for Telegram Bot Backend
python-telegram-bot plus Llama 3 8B on Blackwell 16GB - streamed replies for groups, channels and private chats.
RTX 5060 Ti 16GB for Synthetic Data Generation
Generate labelled NLP training data at unlimited volume with Llama on Blackwell 16GB - no per-token API bill, full prompt…
RTX 5060 Ti 16GB for Summarisation
Long-document summarisation on Blackwell 16GB - Llama/Qwen with 32k context, strategies for longer text, and quality tips.
RTX 5060 Ti 16GB for Startup MVP
Running a startup MVP AI product on Blackwell 16GB - capacity planning, stack suggestions, and when to scale up.
RTX 5060 Ti 16GB as Speech-to-Text API
Private Whisper large-v3-turbo API on Blackwell 16GB - 55x real-time, 20+ concurrent streams, OpenAI-compatible endpoints.
RTX 5060 Ti 16GB for SOLAR 10.7B
Upstage's SOLAR-10.7B on Blackwell 16GB - depth-upscaled Llama 2 architecture, VRAM fit, throughput and where it stands against Gemma and…
RTX 5060 Ti 16GB for Slack Bot AI Backend
Self-hosted Slack bot on Blackwell 16GB - Llama 3 8B with sub-2-second replies, no training on your team data.
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