Phi-4-mini-reasoning

Available · Language, Reasoning

Phi-4-mini-reasoning is a 3.8-billion-parameter open-weight model from Microsoft for step-by-step math reasoning, released on 30 April 2025 on Azure AI Foundry and Hugging Face under the MIT licence. Built on Phi-4-mini with a 128K-token context, it is aimed at settings with limited compute or latency, such as education, embedded tutoring and edge or mobile devices. [1] [2] Primary source

Timeline of Phi-4-mini-reasoning →

Claims and evidence

  • Released Primary source[1]page date; Phi-4-mini-reasoning [2]Training, Model: Release date April 2025
  • Status AvailableWeights remain downloadable from Microsoft's Hugging Face organisation; Microsoft Foundry lists the model as GA without a retirement date (checked 2026-10-01). Primary source[2]weights and licence (MIT) [3]Foundry Models from partners and community, Microsoft: Phi-4-mini-reasoning, GA, no retirement date
  • Derived from (fine tune) Phi-4-miniMicrosoft applied a multi-stage recipe to Phi-4-Mini: mid-training on distilled long chain-of-thought data, supervised fine-tuning, rollout DPO and reinforcement learning with verifiable reward. Primary source[4]Abstract [2]Training, Model: Architecture
  • Derived from (distillation) DeepSeek-R1 (DeepSeek) Primary source[1]synthetic math data generated by DeepSeek-R1
  • Change · Reasoning Trained with distilled long chain-of-thought data, rollout DPO and reinforcement learning with verifiable reward to solve math problems step by step.Compared with Phi-4-mini Primary source[4]Abstract
  • Change · Languages Lists English as its only supported language, where the Phi-4-mini model card lists 23.Compared with Phi-4-mini Primary source[2] [5]Training, Model: Supported languages
  • Change · Other Designed and tested for math reasoning only, rather than for general-purpose use.Compared with Phi-4-mini Primary source[2]
  • Input text Primary source[2]Training, Model: Inputs
  • Output text Primary source[2]Training, Model: Outputs
  • Open weights Yes Primary source[2]licence: MIT
  • Context window 128K tokens Primary source[2]Model Summary; Training, Model: Context length
  • Parameters 3.8B Primary source[2]Training, Model: Architecture [1]Phi-4-mini-reasoning
  • Access API, Open-weights download, On deviceAzure AI Foundry (api) and Hugging Face (open-weights-download) at release; ONNX-optimized versions for Snapdragon-powered Copilot+ PC NPUs followed on May 15, 2025 (on-device). Primary source[1]Phi-4-mini-reasoning; Update: May 15, 2025

Lineage

Predecessors

No known predecessor.

Successors

Based on

  • Phi-4-mini · 26 February 2025 · derived (fine tune)
  • DeepSeek-R1 · DeepSeek · 20 January 2025 · derived (distillation)

Variants and derived

None recorded.

Siblings

None recorded.

All ancestors

All descendants

Variants

No variants recorded in this record.

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