# Chain-of-thought enhancement

GLM-4.1V-9B-Thinking is an open-source vision-language model based on the GLM-4-9B-0414 foundation model, focusing on improving the reasoning ability in complex tasks and supporting a 64k context length and 4K image resolution.

A fine-tuned reasoning model based on LLaMA-3B, enhanced with reasoning capabilities and multilingual processing support

Marco-o1 is an open reasoning model focused on open-ended solutions, enhancing complex problem-solving capabilities through chain-of-thought fine-tuning, Monte Carlo tree search, and reflection mechanisms.