Project AURIONAI Use-Cases Research & Innovation
LLMfamily

phi-4

Microsoft small language model family including Phi-4-mini and Phi-4-mini-flash-reasoning.

Microsoft AI
Levelfamily
ClassLLM
Parametersnot in the notes
Contextnot in the notes
Releasednot in the notes
Opennessunknown
Runs onnot in the notes
Statusactive

Benchmark Results

vendor-reported
33.59
050100

Score in %. Higher is better.

52.29
050100

Score in %. Higher is better.

GPQAknowledge and reasoning
Phi-4-mini-instruct0-shot CoTvendor-reported
25.2
050100

Score in %. Higher is better.

GPQA Diamondknowledge and reasoning
45.08
050100

Score in %. Higher is better.

GSM8Kmath
Phi-4-mini-instructvendor-reported
88.6
050100

Score in %. Higher is better.

MATHmath
Phi-4-mini-instructvendor-reported
64
050100

Score in %. Higher is better.

92.45
050100

Score in %. Higher is better.

MMLUknowledge and reasoning
Phi-4-mini-instruct5-shotvendor-reported
67.3
050100

Score in %. Higher is better.

MMLU-Proknowledge and reasoning
Phi-4-mini-instructvendor-reported
52.8
050100

Score in %. Higher is better.

Multilingual MMLUknowledge and reasoning
Phi-4-mini-instructvendor-reported
49.3
050100

Score in %. Higher is better.

Where this comes from
Every score names who ran it: vendor-reported, maintainer-run or independent. A rank is shown with the population it was ranked in (gap rule 3).

Lineage

finetune
Phi-4-reasoning to Phi-4-reasoning-vision-15B: finetune, medium confidencephi-4 to Phi-4-reasoning: finetune, medium confidencephi-4phi-4Microsoft AIPhi-4-reasoningPhi-4-reasoningMicrosoft AIPhi-4-reasoning-vision-15BPhi-4-reasoning-vision-15BMicrosoft AI, Mar 2026
20252026Phi-4-mini-instructPhi-4-mini-instruct, Feb 2025Phi-4-mini-flash-reasoningPhi-4-mini-flash-reasoning, Jun 2025

1 member has no release date in the notes, so it is not on this timeline.

Microsoft AIPhi-4-reasoning is a child (finetune)medium confidencemodel card
Microsoft AIPhi-4-mini-flash-reasoning belongs to this familyreasoning19 Jun 20253.85B
Microsoft AIPhi-4-mini-instruct belongs to this familyedge LLM19 Feb 20253.84B
Microsoft AIPhi-4-mini-reasoning belongs to this familyreasoning
Where this comes from
Parent and child relations from model cards, Hugging Face base_model fields and the genealogy tables of the research notes. The tree shows two generations each way, 3 models. Confidence and evidence are the notes' own.

R&D Topics

Identity

Developer
Microsoft AI
Family
not in the notes
Released
– sources
Weights published
–
Record checked
10 Oct 2026
Where this comes from
Developer and dates from the research notes. Release date is the vendor's public announcement; weights date is when open weights were published.

Architecture and Size

Architecture
not in the notes
Total parameters
– sources
Active parameters
–
Checkpoint parameters
–
Context length
not in the notes
Input
text
Output
text
Where this comes from
Parameter counts as the developer states them. Where the checkpoint holds a different total, both are shown (register A16).

Openness and Access

Openness
unknown
Licence
not in the notes sources
Access routes
not in the notes
Where this comes from
The licence file governs over registry tags and aggregator labels.

Deployment

Runs on
not in the notes
Footprint
not in the notes
Runtimes
not in the notes
Where this comes from
Deployment tiers and runtimes as named in the notes. Footprint is the notes' figure, not a measurement by AURION.

Indonesia

Indonesian support
not stated
Regional languages
not in the notes
Jakarta hosting
unknown
Languages
not in the notes
Where this comes from
Indonesia fields are carried on every model; unknown is an allowed value.

Industry Use Cases

No industry use case links this model.

Sources

  1. huggingface.co/microsoft/Phi-4-reasoning-vision-15B https://huggingface.co/microsoft/Phi-4-reasoning-vision-15B
  2. microsoft / phi-4-mini-flash-reasoning docs.api.nvidia.com https://docs.api.nvidia.com/nim/reference/microsoft-phi-4-mini-flash-reasoning
  3. huggingface.co/microsoft/Phi-4-mini-instruct https://huggingface.co/microsoft/Phi-4-mini-instruct

To cite this page: Project AURION, AI Use-Cases Research & Innovation, "Phi-4", https://aurion.semai.id/models/microsoft-phi-4/, records of October 2026.