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.