During the “Zhipu DevDay” event, Zhipu AI introduced its latest large language model, GLM-4. Positioned as a robust competitor to OpenAI’s GPT-4, GLM-4 boasts enhanced features that address critical challenges in the realm of Large Language Models (LLMs).
Advancements in Performance and Capability
Zhipu AI claims that GLM-4 achieves performance levels closely aligned with GPT-4, ushering in a new era of large models. The GLM-4 model addresses issues faced by existing models, offering support for extended context lengths, improved multimodal capabilities, and faster inference speeds. This enhanced performance is poised to make GLM-4 an economically attractive choice for businesses by reducing inference costs.
A notable upgrade in GLM-4 is the introduction of the “GLM-4 All Tools” feature. This intelligent agent can autonomously comprehend and execute complex instructions based on user intent, allowing seamless interactions with web browsers, code interpreters, and multimodal text-generation models for intricate tasks.
Unmatched Versatility and Autonomy
GLM-4 stands out for its ability to handle a context window length of 128k tokens, equivalent to processing text spanning 300 pages with a single prompt. In tests, GLM-4 reportedly achieved nearly 100% accuracy in the needle test, showcasing its exceptional information retrieval capabilities.
The “All Tools” feature empowers GLM-4 to autonomously interpret and plan complex instructions, demonstrating comparable results to GPT-4 All Tools. Moreover, the model’s versatility extends to file processing, data analysis, and chart drawing, supporting various file formats such as Excel, PDF, and PPT.
Commitment to Open Source and Collaboration
Zhipu AI has been actively involved in fostering collaboration and innovation in the AI community. CEO Zhang Peng emphasized the company’s commitment to long-term development and innovation in large models. Zhipu AI plans to launch an open-source large model fund in 2024, contributing to the open-source community and supporting cross-disciplinary innovation.
The company’s progress is bolstered by substantial financial backing, with investments from prominent institutions such as the Social Security Fund Zhongguancun Independent Innovation Fund, Meituan, Alibaba, Tencent, Xiaomi, Kingsoft, Sequoia, Gaorong, and others, totaling over 2.5 billion yuan.
In conclusion, Zhipu AI’s GLM-4 stands at the forefront of large language models, addressing limitations found in existing models. With its unparalleled performance, autonomous capabilities, and commitment to collaboration, GLM-4 is poised to shape the future landscape of AI development.