tx
Usage:
$ tx [OPTIONS] COMMAND [ARGS]...
Options:
--install-completion: Install completion for the current shell.--show-completion: Show completion for the current shell, to copy it or customize the installation.--help: Show this message and exit.
Commands:
train: Train a modelversion
tx train
Train a model
Usage:
$ tx train [OPTIONS]
Options:
--model TEXT: HuggingFace model ID or local model path [required]--dataset TEXT: HuggingFace dataset to use for training [required]--loader TEXT: Loader used for loading the dataset [default: tx.loaders.text]--split TEXT: The dataset split to use [default: train]--output-dir PATH: The output directory where the model predictions and checkpoints will be written [required]--load-checkpoint-path PATH: If specified, resume training from this checkpoint--save-steps INTEGER: Number of steps between checkpoints [default: 500]--max-steps INTEGER: The maximum number of training steps--batch-size INTEGER: Batch size of each training batch [required]--optimizer-args TEXT: Arguments for the optax optimizer [default: {"learning_rate": 1e-5, "weight_decay": 0.1}]--tp-size INTEGER: Tensor parallelism degree to use for the model [default: 1]--tracker [wandb]: Experiment tracker to report results to--tracker-args TEXT: Arguments that will be passed to the experiment tracker (in JSON format) [default: {}]--help: Show this message and exit.
tx version
Usage:
$ tx version [OPTIONS]
Options:
--help: Show this message and exit.