Vision language models with chain-of-thought reasoning are just starting to emerge. This is a proof-of-concept to train a vision model with thinking-enabled chat templates based on DeepSeek-R1 models.

Setup

bash

pip install git+https://github.com/facebookresearch/schedule_free.git
pip install peft
git clone https://github.com/mkturkcan/seers.git
cd seers/seers/
git clone https://huggingface.co/mehmetkeremturkcan/DeepSeer-R1-Vision-Distill-Qwen-1.5B_google_vit-base-patch16-224

Test

Run

python predict.py

Training Details

This model is a fine-tuned version of deepseek-ai/DeepSeek-R1-Distill-Qwen-1.5B on the 5CD-AI/LLaVA-CoT-o1-Instruct dataset. It has been trained using seers.