Microsoft

Phi 4 (14B)

Microsoft's latest compact model family for local and cloud use

Model Summary

Family

Phi

Version

4.0

Parameters

14B (est.)

Parameter counts for closed models are estimates; vendors rarely publish exact sizes.

VRAM Requirements by Quantization

Memory needed to serve Phi 4 (14B) for inference, including a 20% overhead for activations and KV cache.

PrecisionVRAM neededSmallest single GPU that fits
INT4 (4-bit)7.82 GBNVIDIA P100 SXM2 (16 GB)
INT8 (8-bit)15.65 GBNVIDIA P100 SXM2 (16 GB)
FP16 (16-bit)31.29 GBNVIDIA V100 SXM2 32GB (32 GB)
FP32 (32-bit)62.58 GBNVIDIA H100 SXM5 (80 GB)

Recommended GPU Configurations

Cheapest on-demand configurations to serve Phi 4 (14B) at 8-bit (16 GB VRAM).

1x NVIDIA T4

16 GB total VRAM · Turing

~$0.50/h

1x NVIDIA P100 SXM2

16 GB total VRAM · Pascal

~$0.60/h

1x NVIDIA L4

24 GB total VRAM · Ada Lovelace

~$1.00/h

Quick GPU Planning

Use the calculator pre-filled with this exact version to estimate memory, speed, and compute requirements in a few clicks.

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Frequently Asked Questions

How much VRAM do you need to run Phi 4 (14B)?

With an estimated 14B parameters, Phi 4 (14B) needs roughly 16 GB of VRAM in 8-bit (INT8), 8 GB in 4-bit, and 31 GB in FP16, including a 20% overhead for activations and KV cache.

Which GPUs can run Phi 4 (14B)?

At 8-bit quantization, the most cost-effective option is 1x NVIDIA T4 (16 GB combined VRAM, around $0.50/hour on-demand). Higher-end cards like the NVIDIA B200 or AMD MI355X reduce the GPU count needed.

Can Phi 4 (14B) run on a single GPU?

Yes. In 8-bit, a single NVIDIA P100 SXM2 (16 GB) fits the model.

How much does it cost to serve Phi 4 (14B) in the cloud?

Renting 1x T4 costs on the order of $0.50/hour, i.e. about $365/month running 24/7. Actual prices vary by provider and commitment; spot and reserved capacity can be significantly cheaper.

Other Phi Versions