NVIDIA · 8 GB GDDR7 · 448 GB/s bandwidth ·
Microsoft · 14.7B · model ctx up to 16K
No — Phi-4 at Q4 needs ≈ 10.56 GB even at 4K context, beyond the RTX 5060 Ti 8GB's 8 GB GDDR7. It would only run with heavy CPU/disk offload. Decode at Q4/8K: ≈ 24.5 tok/s (estimated, batch 1). FP16 needs ≈ 33.34 GB — does not fit on this card. Estimates come from memory-bandwidth math; rows tagged measured override estimates. Relative ranking is more reliable than absolute tok/s. Methodology.
Fit & speed by quant and context
Quant
Context
VRAM needed
Fits?
tok/s (decode)
Q4
4K
10.56 GB
No
31.8est.
Q4
8K default
12.03 GB
No
24.5est.
Q4
32K
20.84 GB
No
8.2est.
FP16
4K
31.87 GB
No
1.0est.
FP16
8K default
33.34 GB
No
—
FP16
32K
42.16 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).