GPU Hosting & AI Engineering Blog
Benchmarks, GPU comparisons, deployment guides, and cost analysis — everything you need to run AI on dedicated GPU servers.
PaddleOCR Benchmark on the RTX 5060 Ti 16 GB
PaddleOCR is the strongest open OCR pipeline. Real throughput numbers on the 5060 Ti for documents, receipts, and layout-heavy PDFs.
Latest Articles
Fresh benchmarks, comparisons, and deployment guides from the GigaGPU team.
RTX 5060 Ti 16 GB for NLLB-200: Translation Throughput Across 200 Languages
Meta's NLLB-200 is the strongest open-weight translation model — 200 languages, dedicated to translation. The 5060 Ti hosts it at…
Llama 3.2 11B Vision Benchmark on the RTX 5060 Ti 16 GB
Llama 3.2 11B Vision is the Meta vision-language model. Tight on a 16 GB card but works at FP8 and…
Embedding Throughput on the RTX 5060 Ti 16 GB: BGE, Nomic, Multilingual
Real embedding throughput on the 5060 Ti — BGE-large, BGE-small, nomic-embed, multilingual variants. Tokens-per-second and batch tuning.
RTX 5060 Ti 16 GB for YOLO Hosting: Concurrency and Multi-Stream Setup
Hosting multiple YOLO inference streams on a single RTX 5060 Ti — for security camera fleets, retail analytics, and multi-camera…
YOLOv8 Benchmark on the RTX 5060 Ti 16 GB: All Variants, All Image Sizes
Real YOLOv8 inference numbers on the RTX 5060 Ti — n, s, m, l, x variants at 640×640 and 1280×1280,…
RTX 5060 Ti 16 GB for Computer Vision Workloads: YOLO, Segmentation, Classification
How well does the 5060 Ti handle classic CV tasks — YOLOv8/v10, SAM 2, ResNet inference? Real throughput numbers and…
RTX 5060 Ti 16 GB for Gemma 2 Hosting: 2B, 9B, and the 27B Question
Hosting Gemma 2 models on a 5060 Ti — 2B fits trivially, 9B at FP8, 27B needs aggressive quantisation or…
FP8 Llama 3 Deployment on the RTX 5060 Ti 16 GB
Llama 3.1 8B at FP8 is the most cost-effective LLM deployment we benchmark. Here is the recipe on a 16…
vLLM Setup on the RTX 5060 Ti 16 GB: The Optimal Config
The vLLM launch flags that actually matter on a 16 GB Blackwell card — tuned for the memory ceiling and…
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