| ## MM-IMDb | |
| Based on the script [`run_mmimdb.py`](https://github.com/huggingface/transformers/blob/main/examples/research_projects/mm-imdb/run_mmimdb.py). | |
| [MM-IMDb](http://lisi1.unal.edu.co/mmimdb/) is a Multimodal dataset with around 26,000 movies including images, plots and other metadata. | |
| ### Training on MM-IMDb | |
| ```bash | |
| python run_mmimdb.py \ | |
| --data_dir /path/to/mmimdb/dataset/ \ | |
| --model_type bert \ | |
| --model_name_or_path google-bert/bert-base-uncased \ | |
| --output_dir /path/to/save/dir/ \ | |
| --do_train \ | |
| --do_eval \ | |
| --max_seq_len 512 \ | |
| --gradient_accumulation_steps 20 \ | |
| --num_image_embeds 3 \ | |
| --num_train_epochs 100 \ | |
| --patience 5 | |
| ``` | |