MiniCPM3-4B

High-performance third-generation MiniCPM series model.

CommonProductProductivityLanguage ModelText Generation

MiniCPM3-4B is the third generation of the MiniCPM series, demonstrating overall performance that exceeds both Phi-3.5-mini-Instruct and GPT-3.5-Turbo-0125, comparable to many recent 7B to 9B models. Compared to its predecessors, MiniCPM3-4B features enhanced versatility, supporting function calling and code interpretation, making it applicable across a wider range of scenarios. Additionally, MiniCPM3-4B boasts a 32k context window, which, combined with LLMxMapReduce technology, theoretically enables the processing of infinite context without requiring extensive memory.

Supports language generation in both Chinese and English.
Customizable models for dialogue scenarios.
Supports function calling and code interpretation.
32k context window
theoretically capable of handling infinite context.
Optimizes memory usage with LLMxMapReduce technology.
Excels in multiple benchmark tests
including MMLU
BBH
MT-Bench

The primary target audience includes researchers
developers
and enterprise users who require highly efficient language models. Whether for conducting natural language processing research or developing applications that need intelligent dialogue and text generation capabilities
MiniCPM3-4B provides robust support.

Researchers use MiniCPM3-4B for studies in natural language understanding.
Developers leverage the model to create intelligent customer service systems.
Enterprise users integrate it into products to enhance user experience.

Step 1: Download the MiniCPM3-4B model from the Hugging Face platform.
Step 2: Install necessary dependencies such as Transformers and PyTorch as outlined in the documentation.
Step 3: Use AutoTokenizer for text preprocessing.
Step 4: Load the model and set appropriate parameters
including device and data type.

Visit

MiniCPM3-4B Visit Over Time

Monthly Visits

20899836

Bounce Rate

46.04%

Page per Visit

5.2

Visit Duration

00:04:57

MiniCPM3-4B Visit Trend

MiniCPM3-4B Visit Geography

MiniCPM3-4B Traffic Sources

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MiniCPM3-4B

MiniCPM3-4B Visit Over Time

MiniCPM3-4B Visit Trend

MiniCPM3-4B Visit Geography

MiniCPM3-4B Traffic Sources

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OLMo-2-1124-7B-RM — A large language model for text generation and classification.

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