paragekbote/phi-4-reasoning-plus-unsloth

phi-4-reasoning-plus tuned for scalable inference with long context using Unsloth.

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Run time and cost

This model runs on Nvidia L40S GPU hardware. We don't yet have enough runs of this model to provide performance information.

Readme

Overview

unsloth/phi-4-reasoning-plus is an optimized version of Microsoft’s Phi-4 reasoning model, accelerated with Unsloth techniques for faster inference and reduced memory footprint.

Features

  • Reasoning-first LLM: Tuned for step-by-step logical explanations, problem solving, and structured reasoning.

  • Unsloth-optimized: Memory-efficient kernel fusion and quantization enable smooth inference on smaller GPUs

  • Natural conversation: Responds well in dialogue without requiring heavy prompting.

  • Flexible decoding: Supports temperature, top-p and max_new_tokens for controlling creativity vs. coherence.

Usage Tips

  • Keep prompts natural: Short, conversational input works well (e.g., “Explain why the sky is blue in simple steps.”).

  • Control verbosity: Adjust max_new_tokens depending on whether you want concise vs. detailed explanations.

Use Cases

  • Education & tutoring (step-by-step explanations)

  • Logical reasoning & math walkthroughs

  • Chain-of-thought style outputs