Project Title
MOSS — Open-Source Bilingual Conversational Language Model with Plugin Support
Overview
MOSS is an open-source tool-augmented conversational language model developed by Fudan University. It supports both Chinese and English languages and integrates various plugins to enhance functionality. The moss-moon series models are equipped with 160 billion parameters, making them capable of running on high-precision hardware like A100/A800 or dual 3090 GPUs.
Key Features
- Bilingual Support: MOSS supports both Chinese and English languages.
- Plugin Integration: MOSS can utilize plugins for enhanced functionality.
- Large Parameter Count: The model boasts 160 billion parameters for robust conversational capabilities.
- Quantization Support: MOSS offers INT4/INT8 quantization versions for optimized inference.
Use Cases
- Use case 1: Developers can use MOSS to build conversational AI applications that require multilingual support.
- Use case 2: Enterprises can leverage MOSS for customer service bots that can handle queries in both Chinese and English.
- Use case 3: Researchers can utilize MOSS for studying and improving conversational AI models.
Advantages
- Advantage 1: Open-source nature allows for community contributions and improvements.
- Advantage 2: Supports a wide range of plugins for extended capabilities.
- Advantage 3: High parameter count provides a strong foundation for complex conversational AI.
Limitations / Considerations
- Limitation 1: The project's license is currently unknown, which may affect its use in commercial applications.
- Limitation 2: Hardware requirements for running the model may be high, especially for the non-quantized versions.
Similar / Related Projects
- Hugging Face Transformers: A library of pre-trained models for Natural Language Processing, differing in that it offers a broader range of models and is not specifically focused on conversational AI.
- Rasa: An open-source machine learning framework for automated text and voice-based conversations, differing in its focus on dialogue management and action handling.
- DialoGPT: An open-source conversational AI model by Microsoft, differing in its focus on English language conversations and not offering plugin support.
Basic Information
- GitHub: https://github.com/OpenMOSS/MOSS
- Stars: 12,058
- License: Unknown
- Last Commit: 2025-09-19
📊 Project Information
- Project Name: MOSS
- GitHub URL: https://github.com/OpenMOSS/MOSS
- Programming Language: Python
- ⭐ Stars: 12,058
- 🍴 Forks: 1,139
- 📅 Created: 2023-04-15
- 🔄 Last Updated: 2025-09-19
🏷️ Project Topics
Topics: [, ]
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This article is automatically generated by AI based on GitHub project information and README content analysis