Orionfold Arena — saul-7b-instruct-v1-gguf

Quant economics quality × speed per build

Variant	Perplexity	tok/s	LegalBench (n=50, contains)
Q4_K_M	5.986	29.4	0.62
Q5_K_M sweet spot	5.938	20.2	0.72
Q6_K	5.925	22.4	0.68
Q8_0	5.914	7.3	0.66
F16	5.917	10.9	0.68

Perplexity lower = better; tok/s measured on the DGX Spark (GB10, 128 GB unified).

Efficiency curve quality index × tok/s

Get it

Run it local

Yours, offline, on the Spark:

pip install fieldkit[arena]
fieldkit arena up

then drive this model from the cockpit — prompts and telemetry never leave the box.