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Phi 3 Small 128k Instruct

Developed by microsoft
Phi-3-Small-128K-Instruct is a 7-billion-parameter lightweight open-source model focused on high quality and strong reasoning capabilities, supporting 128K long context, and excelling in tasks such as commonsense reasoning, language understanding, mathematics, and coding.
Downloads 7,194
Release Time : 5/7/2024

Model Overview

This model is part of the Phi-3 series, fine-tuned with supervised learning and direct preference optimization, suitable for commercial and research use in English environments, particularly ideal for memory/computation-constrained environments, latency-sensitive scenarios, and strong reasoning requirements.

Model Features

Long-context support
Supports 128K token context length, suitable for processing long documents and complex reasoning tasks.
Lightweight and efficient
7-billion-parameter lightweight design, ideal for memory and computation-constrained environments.
Strong reasoning capabilities
Excels in tasks such as commonsense reasoning, language understanding, mathematics, coding, and logical reasoning.
Multilingual support
Training data includes 10% multilingual data, supporting various language tasks.

Model Capabilities

Text generation
Code generation
Mathematical reasoning
Logical reasoning
Long-text processing

Use Cases

Commercial applications
Customer support
Used to generate customer support responses and handle long-context conversations.
Improves response speed and accuracy.
Document summarization
Generates concise summaries of long documents.
Enhances document processing efficiency.
Research and development
Code assistance
Generates and optimizes code snippets.
Boosts development efficiency.
Mathematical problem solving
Solves mathematical and logical reasoning problems.
Provides accurate step-by-step solutions.
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