GPU Hosting & AI Engineering Blog
Benchmarks, GPU comparisons, deployment guides, and cost analysis — everything you need to run AI on dedicated GPU servers.
Mistral 7B on RTX 5060 Ti 16GB Monthly Cost
Full monthly economics for Mistral 7B on Blackwell 16GB - throughput, equivalent API spend, break-even, and combined stack savings.
Latest Articles
Fresh benchmarks, comparisons, and deployment guides from the GigaGPU team.
Qwen 2.5 14B on RTX 5060 Ti 16GB Monthly Cost
Hosting Qwen 14B AWQ on Blackwell 16GB - monthly throughput, equivalent API spend, and the licence savings Qwen enables.
RTX 5060 Ti 16GB QLoRA Training Speed
QLoRA fine-tuning speed on Blackwell 16GB - per-step times, tokens per second, and the optimal batch/seq combinations.
QLoRA Fine-Tune on RTX 5060 Ti 16GB – Complete Guide
QLoRA with bitsandbytes NF4 lets you fine-tune up to 14 B parameters on a 16 GB card - code, config…
RTX 5060 Ti 16GB Prefill Benchmark
Isolated prefill throughput on Blackwell 16GB - input tokens per second per model and precision, the compute-bound half of LLM…
RTX 5060 Ti 16GB Power Draw and Efficiency
180W TDP makes the 5060 Ti 16GB the most power-efficient Blackwell card in its tier. Measured tokens per watt across…
Phi-3-mini on RTX 5060 Ti 16GB Monthly Cost
Phi-3-mini delivers the lowest cost per token of any serious self-hosted LLM on Blackwell 16GB - the math behind the…
PCIe Gen 5 on the RTX 5060 Ti 16GB
PCIe Gen 5 x8 on the 5060 Ti doubles per-lane bandwidth over Gen 4. When that matters for AI, when…
RTX 5060 Ti 16GB Stable Diffusion Setup
Setting up Stable Diffusion (SDXL + SD 1.5) on Blackwell 16GB via Diffusers - the scripted / headless path.
RTX 5060 Ti 16GB Stable Diffusion 1.5 Benchmark
SD 1.5 on Blackwell 16GB - blazing fast at 512x512, high-batch workloads, and the thriving LoRA ecosystem.
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