# AI Reasoning

GLM-Zero-Preview is Zhizhu's first reasoning model trained based on advanced reinforcement learning technology, focusing on enhancing AI reasoning abilities, excelling in mathematical logic, code handling, and complex issues requiring deep reasoning. Compared to its base model, it significantly improves expert task performance without a major compromise on general task capabilities. Its performance is on par with OpenAI's o1-preview in evaluations such as AIME 2024, MATH500, and LiveCodeBench. Zhizhu Huazhang Technology Co., Ltd. is dedicated to enhancing model capabilities through reinforcement learning technology, and will soon launch the official version of GLM-Zero, expanding deep thinking capabilities across more technical fields.

Skywork-o1-Open-PRM-Qwen-2.5-7B is part of a series of models developed by the Kunlun Technology Skywork team, combining o1-style slow thinking and reasoning capabilities. This series not only demonstrates innate thinking, planning, and reflection abilities in its output but also shows significant improvements in reasoning skills on standard benchmark tests. It represents a strategic advancement in AI capabilities, pushing a previously weaker foundational model towards state-of-the-art reasoning tasks.

Skywork-o1-Open-PRM-Qwen-2.5-1.5B is part of a series developed by the Skywork team, which combines the slow thinking and reasoning capabilities characteristic of the o1 style. This model is specifically designed to enhance reasoning skills through incremental process rewards, making it suitable for solving small-scale complex problems. Unlike simple reproductions of the OpenAI o1 model, the Skywork o1 Open series not only demonstrates inherent thinking, planning, and reflection abilities in its outputs but also shows significant improvements in reasoning skills on standard benchmarking tests. This series represents a strategic advancement in AI capabilities, pushing inherently weaker foundational models towards state-of-the-art (SOTA) performance in reasoning tasks.

Mistral Large, the latest flagship language model from the Mistral AI team, is equipped with top-tier reasoning capabilities. It excels in complex multilingual reasoning tasks, including text understanding, conversion, and code generation. This model has achieved impressive results on common benchmark tests and is the second-largest API-accessible model globally after GPT-4.