# MMGPT4LF: Leveraging an optimized pre-trained GPT-2 model with multi-modal cross-attention for load forecasting

> Research article (Applied Energy, 2025) · cited 49× · AI/ML

**Wikidata**: [openalex:W4409739391](https://www.wikidata.org/wiki/openalex:W4409739391)  
**Source**: https://4ort.xyz/entity/mmgpt4lf-leveraging-an-optimized-pre-trained-gpt-2-model-with-multi-modal-cross-attention-for-load-forecasting