hardware fit
What kind of computer should handle Llama 3.3 70B?
These reference hardware classes show the minimum benchmark band where this model starts to make sense.
reference band
Workstation desktop
70B class • 48 GB reference memory
High-end desktop class hardware with room for large quantized models.
reference band
Ultra workstation
120B class • 128 GB reference memory
Extreme desktop class hardware with enough headroom for gpt-oss-120b-class local inference.
reference band
AI studio desktop
Frontier MoE class • 192 GB reference memory
A maxed-out studio desktop or custom AI tower that can plausibly target the newest frontier open-weight MoE releases.