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Add shortcuts for arguments specified in the FT docs #279

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Merged
azahed98 merged 3 commits into from
Mar 24, 2025
Merged

Add shortcuts for arguments specified in the FT docs #279

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3f904c3
Add shortcuts
Mar 21, 2025
2f9cf3c
Add shortcuts for download
Mar 21, 2025
fb11fe6
Add shortcuts to uipdated models, n-epochs
Mar 24, 2025
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28 changes: 21 additions & 7 deletions src/together/cli/api/finetune.py
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Original file line number Diff line number Diff line change
Expand Up @@ -58,19 +58,27 @@ def fine_tuning(ctx: click.Context) -> None:
@fine_tuning.command()
@click.pass_context
@click.option(
"--training-file", type=str, required=True, help="Training file ID from Files API"
"--training-file",
"-t",
type=str,
required=True,
help="Training file ID from Files API",
)
@click.option("--model", "-m", type=str, help="Base model name")
@click.option(
"--n-epochs", "-ne", type=int, default=1, help="Number of epochs to train for"
)
@click.option("--model", type=str, help="Base model name")
@click.option("--n-epochs", type=int, default=1, help="Number of epochs to train for")
@click.option(
"--validation-file", type=str, default="", help="Validation file ID from Files API"
)
@click.option("--n-evals", type=int, default=0, help="Number of evaluation loops")
@click.option(
"--n-checkpoints", type=int, default=1, help="Number of checkpoints to save"
"--n-checkpoints", "-c", type=int, default=1, help="Number of checkpoints to save"
)
@click.option("--batch-size", type=INT_WITH_MAX, default="max", help="Train batch size")
@click.option("--learning-rate", type=float, default=1e-5, help="Learning rate")
@click.option(
"--batch-size", "-b", type=INT_WITH_MAX, default="max", help="Train batch size"
)
@click.option("--learning-rate", "-lr", type=float, default=1e-5, help="Learning rate")
@click.option(
"--min-lr-ratio",
type=float,
Expand Down Expand Up @@ -123,7 +131,11 @@ def fine_tuning(ctx: click.Context) -> None:
help="Beta parameter for DPO training (only used when '--training-method' is 'dpo')",
)
@click.option(
"--suffix", type=str, default=None, help="Suffix for the fine-tuned model name"
"--suffix",
"-s",
type=str,
default=None,
help="Suffix for the fine-tuned model name",
)
@click.option("--wandb-api-key", type=str, default=None, help="Wandb API key")
@click.option("--wandb-base-url", type=str, default=None, help="Wandb base URL")
Expand Down Expand Up @@ -418,13 +430,15 @@ def list_checkpoints(ctx: click.Context, fine_tune_id: str) -> None:
@click.argument("fine_tune_id", type=str, required=True)
@click.option(
"--output_dir",
"-o",
type=click.Path(exists=True, file_okay=False, resolve_path=True),
required=False,
default=None,
help="Output directory",
)
@click.option(
"--checkpoint-step",
"-s",
type=int,
required=False,
default=None,
Expand Down