Microsoft/Dense

Phi-4-reasoning 14B

Name: Phi-4-reasoning 14B
Author: Microsoft

Phi-4 with chain-of-thought reasoning. Excels at math and logic puzzles.

chatreasoningcodingThinkingDistilled

14.66B

Parameters

32K

Context length

Benchmarks

Quantizations

Architecture

Dense

Released

2025-04-01

Layers

KV Heads

Head Dim

128

Family

phi

Quantization Options

Context length:

Quant	Bits	VRAM @ 16K	Quality
Q3_K_M	4	10.2 GB 7.8 + 2.3 KV	low
Q3_K_L	4.3	10.7 GB 8.4 + 2.3 KV	moderate
IQ4_XS	4.46	11.0 GB 8.7 + 2.3 KV	moderate
Q4_K_S	4.67	11.4 GB 9.0 + 2.3 KV	moderate
Q4_K_M	4.89	11.8 GB 9.4 + 2.3 KV	good
Q5_K_S	5.57	13.0 GB 10.7 + 2.3 KV	good
Q5_K_M	5.7	13.3 GB 10.9 + 2.3 KV	good
Q6_K	6.56	14.9 GB 12.5 + 2.3 KV	excellent
Q8_0	8.5	18.4 GB 16.1 + 2.3 KV	lossless
FP16	16	32.2 GB 29.8 + 2.3 KV	lossless

Select your GPU above to see speed estimates and compatibility for each quantization.

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Community Ratings

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Benchmarks (8)

Arena Elo1465

IFEval64.2

BBH49.4

MMLU-PRO40.8

BigCodeBench37.6

MATH19.6

MUSR13.1

GPQA11.5

Run this model

▸Easiest way to get started·Beginners

DOCS ↗

curl -fsSL https://ollama.com/install.sh | sh

$ollama run phi4:14b-q4_K_M

Downloads and runs automatically. Add --verbose for speed stats.

▸ SETUP GUIDE

Auto-setup with fitmyllm CLI

Detects your GPU, recommends the best model, downloads it, and starts chatting — zero config. Benchmarks your speed and contributes anonymous data to improve predictions.

pip install fitmyllmthen run fitmyllmLearn more

Auto-detect GPULive tok/s in chatSpeed benchmarks9 inference engines

HuggingFace Ollama Library GGUF Downloads Build Hardware

GPUs that can run this model

At Q4_K_M quantization. Sorted by minimum VRAM.

NVIDIA RTX 3080 10GB

10 GB VRAM • 760 GB/s

NVIDIA

$429

Amazon Newegg eBay PCPartPicker Rent on RunPod Rent on Vast.ai

Intel Arc B570

10 GB VRAM • 456 GB/s

INTEL

$219

Amazon Newegg eBay PCPartPicker Rent on RunPod Rent on Vast.ai

NVIDIA GeForce RTX 3080

10 GB VRAM • 760 GB/s

NVIDIA

$699

Amazon Newegg eBay PCPartPicker Rent on RunPod Rent on Vast.ai

AMD Radeon RX 6700

10 GB VRAM • 320 GB/s

AMD

$299

Amazon Newegg eBay PCPartPicker Rent on RunPod Rent on Vast.ai

AMD Radeon RX 6700M

10 GB VRAM • 320 GB/s

AMD

Amazon Newegg eBay PCPartPicker Rent on RunPod Rent on Vast.ai

AMD Radeon RX 6750 GRE 10 GB

10 GB VRAM • 320 GB/s

AMD

$229

Amazon Newegg eBay PCPartPicker Rent on RunPod Rent on Vast.ai

NVIDIA P102-101

10 GB VRAM • 320 GB/s

NVIDIA

Amazon Newegg eBay PCPartPicker Rent on RunPod Rent on Vast.ai

AMD Xbox Series X GPU

10 GB VRAM • 560 GB/s

AMD

Amazon Newegg eBay PCPartPicker Rent on RunPod Rent on Vast.ai

NVIDIA CMP 170HX 10 GB

10 GB VRAM • 1560 GB/s

NVIDIA

NVIDIA CMP 50HX

10 GB VRAM • 560 GB/s

NVIDIA

NVIDIA CMP 90HX

10 GB VRAM • 760 GB/s

NVIDIA

AMD Xbox Series X 6nm GPU

10 GB VRAM • 560 GB/s

AMD

Amazon Newegg eBay PCPartPicker Rent on RunPod Rent on Vast.ai

NVIDIA RTX 2080 Ti

11 GB VRAM • 616 GB/s

NVIDIA

$350

Amazon Newegg eBay PCPartPicker Rent on RunPod Rent on Vast.ai

NVIDIA GTX 1080 Ti

11 GB VRAM • 484 GB/s

NVIDIA

$200

Amazon Newegg eBay PCPartPicker Rent on RunPod Rent on Vast.ai

NVIDIA GeForce GTX 1080 Ti

11 GB VRAM • 484 GB/s

NVIDIA

Amazon Newegg eBay PCPartPicker Rent on RunPod Rent on Vast.ai

NVIDIA GeForce RTX 2080 Ti

11 GB VRAM • 616 GB/s

NVIDIA

$225

Amazon Newegg eBay PCPartPicker Rent on RunPod Rent on Vast.ai

NVIDIA RTX 5070

12 GB VRAM • 672 GB/s

NVIDIA

$549

Amazon Newegg eBay PCPartPicker Rent on RunPod Rent on Vast.ai

NVIDIA RTX 4070 Ti

12 GB VRAM • 504 GB/s

NVIDIA

$799

Amazon Newegg eBay PCPartPicker Rent on RunPod Rent on Vast.ai

NVIDIA RTX 4070 SUPER

12 GB VRAM • 504 GB/s

NVIDIA

$599

Amazon Newegg eBay PCPartPicker Rent on RunPod Rent on Vast.ai

NVIDIA RTX 4070

12 GB VRAM • 504 GB/s

NVIDIA

$549

Amazon Newegg eBay PCPartPicker Rent on RunPod Rent on Vast.ai

NVIDIA RTX 3080 Ti

12 GB VRAM • 912 GB/s

NVIDIA

$550

Amazon Newegg eBay PCPartPicker Rent on RunPod Rent on Vast.ai

NVIDIA RTX 3080 12GB

12 GB VRAM • 912 GB/s

NVIDIA

$599

Amazon Newegg eBay PCPartPicker Rent on RunPod Rent on Vast.ai

NVIDIA RTX 3060 12GB

12 GB VRAM • 360 GB/s

NVIDIA

$329

Amazon Newegg eBay PCPartPicker Rent on RunPod Rent on Vast.ai

AMD RX 7700 XT

12 GB VRAM • 432 GB/s

AMD

$449

Amazon Newegg eBay PCPartPicker Rent on RunPod Rent on Vast.ai

AMD RX 6700 XT

12 GB VRAM • 384 GB/s

AMD

$344

Amazon Newegg eBay PCPartPicker Rent on RunPod Rent on Vast.ai

AMD RX 6750 XT

12 GB VRAM • 432 GB/s

AMD

$299

Amazon Newegg eBay PCPartPicker Rent on RunPod Rent on Vast.ai

Intel Arc B580

12 GB VRAM • 456 GB/s

INTEL

$249

Amazon Newegg eBay PCPartPicker Rent on RunPod Rent on Vast.ai

NVIDIA Tesla K40c

12 GB VRAM • 288 GB/s

NVIDIA

NVIDIA Tesla K40d

12 GB VRAM • 288 GB/s

NVIDIA

NVIDIA Tesla K40m

12 GB VRAM • 288 GB/s

NVIDIA

Find the best GPU for Phi-4-reasoning 14B

Build Hardware for Phi-4-reasoning 14B

Model Card

View on HuggingFace

Phi-4 with chain-of-thought reasoning. Excels at math and logic puzzles.

QUANT	BPW	VRAM	QUALITY
Q3_K_M	4	7.8 GB	88%
Q3_K_L	4.3	8.4 GB	90%
IQ4_XS	4.46	8.7 GB	92%
Q4_K_S	4.67	9.0 GB	93%
Q4_K_M	4.89	9.4 GB	94%
Q5_K_S	5.57	10.7 GB	96%
Q5_K_M	5.7	10.9 GB	96%
Q6_K	6.56	12.5 GB	97%
Q8_0	8.5	16.1 GB	100%
FP16	16	29.8 GB	100%

Phi-4-reasoning 14B

Quantization Options

Community Ratings

Benchmarks (8)

Run this model

Auto-setup with fitmyllm CLI

GPUs that can run this model

Model Card

Phi-4-reasoning 14B — 14.66B Dense.