sections/usage.md

- This demo loads the `FlaxCLIPVisionMarianMT` present in the `model` directory of this repository. The checkpoint is loaded from `ckpt/ckpt-23999` which is pre-trained checkpoint with 24kk steps. 100 random validation set examples are present in the `references.tsv` with respective images in the `images` directory.

- We provide `English Translation` of the generated caption and reference captions for users who are not well-acquainted with Spanish. This is done using `mtranslate` to keep things flexible enough and needs internet connection as it uses the Google Translate API. We will also add the original captions soon.

- The sidebar contains generation parameters such as `Number of Beams`, `Top-P`, `Temperature` which will be used when generating the caption.

- Cliking on `Generate Caption` will generate the caption in Spanish.