ai/phi4 repository overview

⁠Phi-4

Phi-4 is a 14-billion parameter language model developed by Microsoft Research. It is part of the Phi model family, emphasizing data quality and reasoning capabilities over pure scale.

⁠Intended uses

Phi-4 is designed for:

• STEM reasoning and problem-solving (math, physics, coding, logic)
• Memory and compute-efficient applications
• Educational and research applications
• Conversational AI and chatbot experiences

⁠Characteristics

⁠Available model variants

¹: VRAM estimated based on model characteristics.

⁠Use this AI model with Docker Model Runner

First, pull the model:

docker model pull ai/phi4

Then run the model:

docker model run ai/phi4

For more information on Docker Model Runner, explore the documentation⁠.

⁠Considerations

• Phi-4 is optimized for single-turn queries rather than long multi-turn conversations.
• Hallucinations may occur, particularly in factual knowledge recall.
• Instruction-following capabilities are less robust than some larger models.

⁠Benchmark performance

⁠Links

• Introducing Phi-4⁠
• Phi-4 Technical Report (arXiv)⁠