| ## Installation | |
| Main requirements: | |
| ``` | |
| python >= 3.8+ | |
| torch >= 1.12+ | |
| transformers >= 4.24+ | |
| accelerate >= 0.11.0 | |
| ``` | |
| We recommend creating a conda environment for this project: | |
| ``` | |
| conda create --name epalm python=3.8 | |
| conda activate epalm | |
| ``` | |
| Additional dependencies can be found in `requirements.txt`. | |
| To run video tasks, install the dependencies in [TimeSformer](https://github.com/facebookresearch/TimeSformer) (mainly fvcore and simplejson), then install it from `./TimeSformer: | |
| ``` | |
| cd TimeSformer | |
| python setup.py build develop | |
| ``` | |
| For caption evaluation (CIDEr, BLUE ...) you need to install the following packages: | |
| ``` | |
| conda install -c bioconda perl-xml-libxml | |
| conda install -c conda-forge openjdk | |
| pip install git+https://github.com/bckim92/language-evaluation.git | |
| python -c "import language_evaluation; language_evaluation.download('coco')" | |
| ``` |