ZhiPu AI BM

knowledge baseAI macromodelIt is a series of models jointly launched by Tsinghua University and Zhi Spectrum AI (Beijing Zhi Spectrum Huazhang Technology Co., Ltd.), which has received widespread attention for its outstanding effect and wide range of application scenarios.

Background and origin of the model::

• Smart Spectrum AI was founded in June 2019, originating from the technological achievements of Tsinghua University, and the founding team had previously been working in the KEG Lab of the Department of Computer Science at Tsinghua University.
• Smart Spectrum AI specializes inLarge Modelof Chinese innovation, self-developed the pre-training framework GLM with full intellectual property rights, and built its own training platform, with the ability to build the platform from scratch and operate and maintain it.

Dominant Models::

• GLM Series: GLM is a 10 billion model, pre-trained using autoregressive fill-in-the-blank targets, and can be fine-tuned on a variety of natural language understanding and generative tasks.GLM-130B is based on the continued development of the GLM, with optimizations in the areas of normalization, activation functions, and masking mechanisms, to create a high-precision, 100-billion-scale Chinese-English bilingual language model.
• ChatGLM: A kilo-dialog model obtained by fine-tuning instructions based on GLM-130B, which addresses the limitations and shortcomings of GLM-130B in handling complex problems, dynamic knowledge and human-understandable scenarios.ChatGLM-6B is the open source small-scale parametric quantities version, which is convenient for developers to learn and secondary development.
• GLM-4: A new generation of base big model, the overall performance is improved by 60% compared with GLM3, supports 128K contexts, and can autonomously understand and plan complex commands and complete complex tasks according to the user's intention.
• CodeGeeX: a pre-trained model for multi-programming language code generation with 13 billion parameters, supporting code generation in many major programming languages such as Python, C++, Java, JavaScript and Go.

Technical characteristics::

• Full link autonomy and control: Smart Spectrum AI realizes the whole chain of big model generating AI autonomous and controllable, and focuses on doing big model Chinese innovation.
• multimodal capability: Smart Spectrum AI's big models support multimodal understanding, such as visual quizzing, image captioning, visual localization, complex target detection, etc.
• Personalized Smart Body Customization: Based on the GLM-4 model, users can create their own intelligences using simple cue word commands.

application scenario::

• The application scenarios of Smart Spectrum AI Big Model are very wide, including intelligent customer service, intelligent recommendation, intelligent translation, intelligent driving, intelligent home and other fields.
• For example, Wisdom Spectrum AI's generative AI assistant "Wisdom Spectrum Qingyan" can be used as an intelligent customer service, automatically answering user questions through natural language processing technology.

Recent developments::

• Smart Spectrum AI continues to introduce new big models, such as GLM-4, whose performance approaches that of GPT-4, supporting longer contexts, stronger multimodality, faster reasoning, and more concurrency.
• Smart Spectrum AI also launched GLM-4 All Tools, which realizes automatic understanding and planning of complex commands based on user's intent, and free invocation of multiple tools to complete complex tasks.

With its excellent technical strength, wide range of application scenarios and continuous innovation, Smart Spectrum AI Big Model has occupied an important position in the field of artificial intelligence.