Local versus cloud
Use local inference when the model fits cleanly and privacy, latency, or no-per-token cost matters. Use cloud/API fallback when hardware is red, context is long, or reliability matters more than local control.
Prefer local inference first when there is clean headroom.
Reduce context, lower quantization, or expect offload slowdown.
Use a smaller local model, larger hardware, or cloud/API fallback.
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