What is the difference between qwen3, qwen2, and qwen1.5?

What is the difference between qwen3, qwen2, and qwen1.5?

Qwen3, Qwen2, and Qwen1.5 are each in different versions and have evolved in terms of performance and functionality. Below we will summarize the main differences:


1. Number of parameters and model size

  • Qwen1.5: Designed as a foundation model with medium-sized parameters (e.g. 10-70 billion).
  • Qwen2: The number of parameters has increased dramatically, and larger models (e.g. 100 billion to 1 trillion) have been adopted, improving the ability to respond to complex tasks.
  • Qwen3: Utilizing the latest technology, further expanding the number of parameters. Larger models (e.g. over 1 trillion) provide broader knowledge and deeper understanding.

2. Update your learning data

  • Qwen1.5: Learning based on data up to 2023.
  • Qwen2: Add the latest data up to 2024 and update it with the latest knowledge and information.
  • Qwen3: 2, and also reflect the latest data up to 2025. Process the latest trends and information more accurately.

3. Performance and Function Improvements

  • Qwen1.5: Specializes in basic conversations, question answering, and writing generation.
  • Qwen2:
    • Improve your logic and reasoning ability (e.g., solution to mathematical problems, logical reasoning).
    • Expanded multilingual support (English, Chinese, Japanese, etc.).
    • Added code generation and execution functions (e.g., creating and running Python code).
  • Qwen3:
    • A higher inference ability (e.g., solution to difficult problems, analysis of complex logical structures).
    • Multi-modal support (supports not only text but also image and audio processing).
    • Improved real-time response speed (efficiently handle large-scale tasks).
    • Improved security and privacy protection (additional mechanisms to handle user data safely).

4. Differences in target usage

  • Qwen1.5: As a foundational AI assistant, perfect for everyday conversations and information searches.
  • Qwen2:
    • For developers (code generation, API design, etc.).
    • Teaching and Learning (Explanation of complex concepts and problem solving).
    • Business use (e.g. creation of materials, planning marketing strategies, etc.).
  • Qwen3:
    • Advanced research and development (scientific reasoning, hypothesis verification, etc.).
    • For large enterprises (large data processing, AI systems design).
    • Multi-Linguistic and Multicultural Project (International Collaboration and Translation Support).

5. Characteristic New Features

  • Qwen3 has new features such as:
    • Real-time Information Search (automatically retrieve the latest news and data).
    • "Multimodal generation" (creation with a combination of text and images).
    • Error check and correction function (automatically correct user input errors).
    • Privacy Mode (configuration option that restricts the output of certain information).

Summary: Version to choose

| Version | Optimal Use | Features | |----|----| | Qwen1.5 | Daily Conversation and Information Search | Fundamental Models, Simple Response | | Qwen2 | Development, Education, Business | Multilingual Code Generation, Logic Inference | | Qwen3 | Research, large-scale projects, international collaboration | Multimodal support, latest technology support |


Note

  • Qwen3 is the latest version, but may require more resources (computational power and memory).
  • When choosing the best version for your particular application, consider the performance requirements, processing speed, and cost.

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