Code for "Investigating Inference-time Scaling for Chain of Multi-modal Thought: A Preliminary Study" (ACL 2025 Findings)
- Install Environment:
conda env create -f environment.yml- Execute Example:
export API_KEY="YOUR_API_KEY"
export BASE_URL="YOUR_BASE_URL"
pipeline=cot
model_type=openai
model=gpt-4o-mini
task=graph_maxflow
python main.py \
--pipeline $pipeline \
--model_type $model_type \
--model $model \
--task $taskOther specific args can be found in main.py, mmo/pipeline/__init__.py, mmo/task/__init__.py
Thanks to the following repos for their great works:
@article{lin2025investigating,
title={Investigating inference-time scaling for chain of multi-modal thought: A preliminary study},
author={Lin, Yujie and Wang, Ante and Chen, Moye and Liu, Jingyao and Liu, Hao and Su, Jinsong and Xiao, Xinyan},
journal={arXiv preprint arXiv:2502.11514},
year={2025}
}