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Phi 3 Mini 4k Instruct

Developed by microsoft
Phi-3 Mini-4K-Instruct is a lightweight, state-of-the-art open-source model with 3.8 billion parameters, specifically emphasizing high quality and dense reasoning capabilities.
Downloads 685.17k
Release Time : 4/22/2024

Model Overview

This model belongs to the Phi-3 series, supports a 4K context length, and has undergone supervised fine-tuning and direct preference optimization (DPO) post-training to ensure alignment with human preferences and safety guidelines. It excels in common sense, language understanding, mathematics, coding, long-context reasoning, and logical reasoning.

Model Features

Lightweight & High Performance
With only 3.8 billion parameters, it achieves performance comparable to larger models.
Dense Reasoning Capabilities
Excels in mathematical, coding, and logical reasoning tasks.
Safety Optimization
Optimized via Direct Preference Optimization (DPO) to align with human preferences and safety guidelines.
Multilingual Support
Supports English and French, suitable for multilingual applications.

Model Capabilities

Text Generation
Code Generation
Mathematical Reasoning
Logical Reasoning
Multi-turn Dialogue
Structured Output Generation

Use Cases

Business Applications
Customer Service Assistant
Used to build low-latency, high-performance customer service chatbots.
Delivers smooth conversational experiences in resource-constrained environments.
Data Analysis Assistant
Helps interpret and generate data analysis reports.
Capable of understanding and generating structured data outputs.
Education & Research
Programming Tutoring
Assists students in learning Python programming basics.
Can generate and explain code examples.
Math Tutoring
Helps students solve math problems and explains solution steps.
Performs exceptionally well in mathematical reasoning tasks.
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