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Minicpm3 4B

Developed by openbmb
MiniCPM3-4B is the third-generation model in the MiniCPM series, with overall performance surpassing Phi-3.5-mini-Instruct and GPT-3.5-Turbo-0125, comparable to several recent 7B~9B-scale models.
Downloads 15.94k
Release Time : 9/3/2024

Model Overview

MiniCPM3-4B possesses enhanced multi-dimensional capabilities for general-purpose applications, supporting function calls and code interpreter functionality with a 32k context window. Combined with LLMxMapReduce technology, it can theoretically process infinitely long texts without excessive memory consumption.

Model Features

High Performance
Overall performance surpasses Phi-3.5-mini-Instruct and GPT-3.5-Turbo-0125, comparable to several recent 7B~9B-scale models.
Multi-functional Support
Supports function calls and code interpreter functionality, equipped with enhanced multi-dimensional capabilities for general-purpose applications.
Long Text Processing
Features a 32k context window and utilizes LLMxMapReduce technology to theoretically process infinitely long texts without excessive memory consumption.

Model Capabilities

Text Generation
Function Calls
Code Interpretation
Long Text Processing
Multilingual Support

Use Cases

General Q&A
Travel Recommendations
Recommend tourist attractions for users
Capable of generating attraction recommendation lists tailored to user needs
Programming Assistance
Code Generation
Generate code snippets based on requirements
Achieved 68.3 points on HumanEval+ tests
Math Problem Solving
Mathematical Calculations
Solve various math problems
Scored 81.1 points on GSM8K tests
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