Blog
GPU guides
No article matches your search.
Try fewer or different words, or browse the categories above.
All Guides articles
Dedicated vs shared GPU: what changes when you share
How vGPU, MIG, time-slicing and shared hosts affect memory, consistency, security and debugging, and when sharing is fine.
DeepSeek R1 hardware requirements: GPUs and memory for R1 and V3
About 671 GB of FP8 weights plus KV cache. See which 8-GPU servers fit R1 and V3, and the GPUs for distilled models.
How much VRAM do I need for an LLM?
Quick answers for 7B, 14B, 32B, 70B and 405B models at BF16, FP8 and 4-bit , plus KV cache by context and the GPU that fits.
How to choose a GPU server for AI
A framework for memory, bandwidth, precision, interconnect, CPU and storage, software and billing, plus a checklist.
Deploy a GPU server
Get your GPU server this month.
Choose a configuration, create your account in the same form and pay the first month from your balance. Your server is delivered in under 10 minutes.
- Delivered in under 10 minutes
- Cancel any month
- Pay with crypto, up to +50% bonus