Start with a Hugging Face model, GPU, and real traffic shape. The result keeps fit, utilization, idle capacity, provider dates, and every caveat visible.
Start with a Hugging Face model, GPU, and real traffic shape. The result keeps fit, utilization, idle capacity, provider dates, and every caveat visible.
Start with a Hugging Face model, GPU, and real traffic shape. The result keeps fit, utilization, idle capacity, provider dates, and every caveat visible.
First
Check memory fit
Then
Price real utilization
Compare
API and GPU economics
Trust
Keep the honest loss
50,000 requests/day, 500 input and 500 output tokens, FP16. Memory fit is modelled. Monthly cost requires matching measured serving capacity.