Here are the code.
When using ClearML Agent it does not work but if we copy paste the command line specified in the log as Entry point it works

"entry_point = -m emotions_classification.__main__  lightning train -c  configs/logging.yml -c  configs/lightning_module/multiclass-transformer.yml -c  configs/data_module/fr-emotions-data-module.yml -c  configs/trainer/debug.yml -c  configs/common/camembert-base.yml trainer.logger.name=debug
working_dir = .