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Phi 3 Medium 4k Instruct

Developed by microsoft
Phi-3-Medium-4K-Instruct is a 14-billion-parameter lightweight open-source model focusing on high-quality reasoning capabilities, supporting 4K context length, suitable for commercial and research purposes in English environments.
Downloads 43.60k
Release Time : 5/7/2024

Model Overview

This model belongs to the Phi-3 family, fine-tuned with supervised learning and direct preference optimization, excelling in tasks like commonsense reasoning, language understanding, mathematics, coding, and logical reasoning.

Model Features

Lightweight and Efficient
14-billion-parameter scale, suitable for resource-constrained environments and latency-sensitive scenarios.
Powerful Reasoning Capabilities
Excellent performance in tasks involving code, mathematics, and logical reasoning.
Safety Optimization
Optimized with direct preference optimization to ensure instruction adherence and safety.
Multi-Platform Support
Supports ONNX runtime ecosystem, deployable across various hardware platforms.

Model Capabilities

Text Generation
Code Generation
Mathematical Reasoning
Logical Reasoning
Language Understanding

Use Cases

Commercial Applications
Intelligent Customer Service
Used for generating natural language responses to enhance customer service efficiency.
Code Assistance
Helps developers generate and optimize code snippets.
Education and Research
Mathematical Problem Solving
Assists students in understanding and solving mathematical problems.
Language Model Research
Serves as a building block for generative AI research.
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