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GLM-4.5: A Revolutionary AI Model Changing the Future of Artificial Intelligence

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Introducing a New Era of AI Technology

The world of artificial intelligence is changing rapidly, and GLM-4.5 from Zhipu AI is emerging as a true breakthrough that redefines what open models can do. This latest development is not just another step in the evolution of neural networks—it is a qualitative leap that brings open AI models to a level previously available only to closed commercial systems. GLM-4.5 is a unique combination of power, efficiency, and versatility, designed specifically to solve complex problems involving agents, reasoning, and coding.

GLM-4.5: Technical Specifications and Architecture

Parameter Power and Innovative Architecture

GLM-4.5 impresses with its scale: the model has 3550 billion total parameters, of which 320 billion are activated during operation. This approach, based on the MoE (Mixture of Experts) architecture, allows the model to use only the “expert” subnetworks needed to solve specific tasks, providing an optimal balance between performance and computational cost.

For those who need a more compact version, there is GLM-4.5-Air with 1060 billion total parameters and 120 billion active parameters. Despite its smaller size, this version retains impressive capabilities, making it ideal for deployment in environments with limited computational resources.

Dual Operating Modes: Thinking and Fast Responses

One of the key features of GLM-4.5 is support for two operating modes:

  1. Thinking Mode: Designed for complex reasoning and tool use. In this mode, the model “thinks through” a task, building a chain of logical deductions that enables it to solve multi-step problems with high accuracy.

  2. Non-Thinking Mode: Provides instant answers for tasks that do not require in-depth analysis. Ideal for chatbots, support systems, and other applications where responsiveness matters.

GLM-4.5’s Unique Capabilities

Combining Three Key Capabilities

Unlike many specialized models, GLM-4.5 is the first to combine three fundamental capabilities:

  1. Agentic Capabilities: The model can act as an autonomous agent capable of setting goals, planning actions, and using external tools to achieve them. This opens the door to creating sophisticated AI systems that can perform multi-step tasks in the real world.

  2. Reasoning: GLM-4.5 demonstrates outstanding abilities in logical thinking, solving mathematical problems, and scientific reasoning. The model delivers results comparable to those of the best specialized systems.

  3. Coding: In code generation and analysis, GLM-4.5 performs at the level of the best specialized models, making it an indispensable tool for developers.

GLM-4.5V: Multimodal Expansion

Complementing the main model is GLM-4.5V—a multimodal version with visual capabilities. This model:

  • Has 1060 billion total parameters and 120 billion active parameters
  • Delivers outstanding results on 41 out of 42 tests in multimodal benchmarks
  • Can analyze images, video, and documents with a deep understanding of their content
  • Supports context processing up to 64K tokens, enabling it to work with long documents and videos

Performance and Benchmarks

Leading Among Open Models

In a comprehensive evaluation across 12 industry-standard benchmarks, GLM-4.5 delivered impressive results:

  • Overall score: 63.2, placing the model 3th among all models, both open and closed
  • 1th among all open models worldwide
  • In specialized tests:
    • TAU-Bench: 70.1%
    • AIME 24: 91.0%
    • SWE-Bench: 64.2%

GLM-4.5-Air also delivers competitive results, with an overall score of 59.8, making it one of the most efficient models in its class.

Comparison with Competitors

Parameter GLM-4.5 GLM-4.5-Air GPT-4 Claude 3 Llama 3
Total parameters 3550B 1060B ~1760B ~1760B 70B
Active parameters 320B 120B ~1760B ~1760B 70B
Rating (overall) 3 8 1 2 15
Open license Yes (MIT) Yes (MIT) No No Yes
Agent support Excellent Good Excellent Good Average
Speed (tokens/sec) Up to 100 Up to 120 Up to 25 Up to 30 Up to 80

Practical Applications of GLM-4.5

For Developers and Businesses

GLM-4.5 opens up new opportunities for businesses and developers:

  1. Creating AI Agents: The model can serve as the foundation for developing sophisticated agents capable of automating business processes, interacting with customers, and performing analytical tasks.

  2. Software Development: Its outstanding code generation and analysis capabilities make GLM-4.5 an indispensable assistant for developers, boosting productivity and code quality.

  3. Scientific Research: Thanks to its powerful reasoning capabilities, the model can assist with scientific research, data analysis, and hypothesis generation.

For End Users

Everyday users can also benefit from GLM-4.5:

  • Education: Help with studying complex subjects, solving problems, and preparing for exams
  • Creativity: Generating ideas, text, and even multimedia content
  • Everyday Tasks: Help with planning, organizing information, and making decisions

Availability and Integration

Open License and Commercial Use

One of the key advantages of GLM-4.5 is its MIT open license, which allows you to:

  • Use the model in commercial products without restrictions
  • Modify and adapt the model for specific tasks
  • Integrate GLM-4.5 into your own applications and services

API and Pricing

For those who prefer to use the model via API, Zhipu AI offers favorable terms:

  • Input tokens: 0.8 yuan per million tokens (about 0.11 USD)
  • Output tokens: 2 yuan per million tokens (about 0.28 USD)
  • High speed: Up to 100 tokens per second for the standard version

Getting Started with GLM-4.5

Referral Links for Access

To join the GLM-4.5 user community and get access to the model:

  1. Basic access to GLM-4.5 via the web interface—an ideal way to get started and explore the model’s capabilities

  2. API access for developers—for integrating GLM-4.5 into your own applications and services

  3. Premium access with enhanced capabilities—includes priority request processing, access to new features, and technical support

Developer Resources

For those who want to learn more about GLM-4.5 and contribute to the project’s development:

  • GitHub repository: github.com/zai-org/GLM-4.5
  • Technical documentation: Detailed API description, usage examples, and integration guides
  • Community: An active community of developers ready to offer advice and share their experience

The Future of GLM-4.5 and the Development of AI Technology

Future Developments

Zhipu AI is actively working to improve GLM-4.5 and expand its capabilities. The developers’ plans include:

  • Increasing the context window to 1 million tokens
  • Improving multimodal capabilities and adding audio support
  • Optimizing performance and reducing computational resource requirements
  • Expanding language support and improving multilingual capabilities

Impact on the AI Industry

The arrival of GLM-4.5 marks an important shift in the artificial intelligence industry:

  • Democratizing AI: An open model on the level of GPT-4 makes advanced technology accessible to a wide audience
  • Driving Innovation: Researchers and developers can build new applications based on GLM-4.5 without restrictions
  • Competition and Progress: GLM-4.5’s success encourages other players to develop open models and lower barriers to AI access

Conclusion: GLM-4.5—A New Standard for Open AI Models

GLM-4.5 from Zhipu AI is more than just another model in a long line of neural network developments. It is a fundamentally new step in the development of open artificial intelligence, setting new standards for performance, versatility, and accessibility.

Combining the power of MoE architecture, an innovative dual operating mode, and outstanding capabilities in agents, reasoning, and coding, GLM-4.5 is becoming an indispensable tool for developers, researchers, and businesses. Its MIT open license and favorable API access terms make the model accessible to a wide range of users, from individual enthusiasts to large corporations.

The future of artificial intelligence is closer thanks to GLM-4.5. Join the revolution today!

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