Excellent for 💬 chatExcellent for ⌨️ codingExcellent for 📋 general
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
6.15 GB
Yes
115.9±est.
Q4
8K default
6.72 GB
Yes
115.9±est.
Q4
32K
10.09 GB
Yes
115.9±est.
FP16
4K
17.96 GB
Yes
32.4±est.
FP16
8K default
18.52 GB
Yes
32.4±est.
FP16
32K
21.9 GB
Yes
32.4±est.
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).