---
license: mit
pipeline_tag: graph-ml
---

# Pretrained Graph Encoder for Enhanced Molecular Understanding in LLMs

This pretrained graph encoder improves molecular understanding in large language models (LLMs), enabling enhanced performance in molecular design tasks.

📄 **Paper**: [Multimodal Large Language Models for Inverse Molecular Design with Retrosynthetic Planning](https://arxiv.org/abs/2410.04223)

📁 **Repository:** https://github.com/liugangcode/Llamole