GLM-4-Plus - Zhipu AI's latest flagship large-scale model, with comprehensive performance improvements.

What is GLM-4-Plus?

GLM-4-Plus is the latest high-intelligence flagship model from Zhipu AI, achieving breakthroughs in language understanding and long text processing. It employs innovative technologies such as PPO to significantly enhance reasoning and instruction compliance capabilities. GLM-4-Plus rivals top models like GPT-4o in several key metrics. Its API is now open and integrated into the "Zhipu Qingyan APP," providing a smooth multimodal interactive experience.

GLM-4-Plus Features

• Comprehensive language comprehension abilityGLM-4-Plus has undergone in-depth research and optimization in language understanding, enabling it to more accurately parse and understand natural language text.
• Instructions followedThe model can better follow user instructions and provide more accurate and expected output.
• Long text processingBy employing a strategy that mixes long and short text data, GLM-4-Plus significantly enhances its performance in long text inference.
• High-quality data constructionUtilizing advanced technologies to construct massive amounts of high-quality data further enhances the overall performance of the model.
• PPO technology applicationThe PPO (Proximal Policy Optimization) technique effectively enhances the model's performance in solving reasoning tasks such as mathematical and programming algorithms.
• Human preferences reflectThe model training process emphasizes reflecting human preferences, making the output results closer to human thinking and decision-making.
• International leading levelIn terms of key performance indicators of language models, GLM-4-Plus is on par with top international models such as GPT-4o.
• API serviceThe GLM-4-Plus model has been launched on an open platform, providing API services to facilitate user integration and use.
• Cross-modal capabilityIt combines text, audio, and video modalities to provide services in multimodal environments.

• Real-time reasoning capabilityIt has the ability to respond to user commands and questions in real time, providing a smooth interactive experience.

How to use GLM-4-Plus

• Product ExperienceGLM-4-Plus has been integrated into Zhipu Qingyan and can be experienced directly in the Qingyan APP.
• API AccessGLM-4-Plus has an open API and can be accessed and used through the BigModel platform of Zhipu AI Open Platform.

GLM-4-Plus Performance Specifications

GLM-4-Plus achieves parity with top-tier models like GPT-4o across various metrics. During the training of the GLM-4-Plus model, we significantly enhanced its performance in long text inference by employing a more precise strategy of mixing long and short text data.

Application scenarios of GLM-4-Plus

• ChatbotGLM-4-Plus's language understanding and command-following capabilities allow for the creation of chatbots for customer service, entertainment, and other purposes.
• Content creationGLM-4-Plus can generate creative text, write articles, write stories, or generate advertising copy, and is suitable for the content industry and marketing fields.
• Educational guidanceGLM-4-Plus can understand and generate educational content, which can be used for intelligent educational tutoring, automatic question generation, and providing learning feedback.
• Data AnalysisThe model's reasoning ability enables it to process and analyze complex data, making it suitable for fields requiring in-depth analysis, such as financial analysis and market research.
• Programming aidsGLM-4-Plus can understand programming logic and assist programmers in code generation, error detection, and fix suggestions.
• Multimodal interactionCombining text, audio, and video modalities, GLM-4-Plus can be used for interactive experiences in augmented reality (AR), virtual reality (VR), and game development.