Estimates from memory-bandwidth formula; rows marked "measured" override. Methodology.
Fit & speed by quant and context
Quant
Context
VRAM needed
Fits?
tok/s (decode)
Q4
4K
131.04 GB
No
—
Q4
8K default
131.77 GB
No
—
Q4
32K
136.18 GB
No
—
FP16
4K
471.93 GB
No
—
FP16
8K default
472.67 GB
No
—
FP16
32K
477.07 GB
No
—
Fits = weights + KV(ctx) + 1 GB overhead ≤ 95% of VRAM. Measured anchors are context-agnostic; the fit verdict is recomputed per context. A missing tok/s means the model is far beyond this card (offload-only territory).