How fast is Google TPU v5p for local AI workloads?
Google TPU v5p has a source-attributed result of 410.0 tok/s on Llama 3 8B FP16 (batch 1, 8192-token context, FP16; runtime not documented). This is a reference report, not an independently verified lab result. A 70B Q4_K_M artifact needs roughly 40GB for weights alone; smaller memory configurations require explicit offload or model splitting and do not establish full-GPU residency.