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18 changes: 13 additions & 5 deletions keras_nlp/utils/preset_utils.py
Original file line number Diff line number Diff line change
Expand Up @@ -30,17 +30,25 @@
def get_file(preset, path):
"""Download a preset file in necessary and return the local path."""
if preset.startswith(KAGGLE_PREFIX):
kaggle_handle = preset.removeprefix(KAGGLE_PREFIX)
if kagglehub is None:
raise ImportError(
"`from_preset()` requires the `kagglehub` package. "
"Please install with `pip install kagglehub`."
)
if len(kaggle_handle.split("/")) not in (4, 5):
segments = preset.removeprefix(KAGGLE_PREFIX).split("/")
# Insert the kaggle framework into the handle.
if len(segments) == 3:
org, model, variant = segments
kaggle_handle = f"{org}/{model}/keras/{variant}/1"
elif len(segments) == 4:
org, model, variant, version = segments
kaggle_handle = f"{org}/{model}/keras/{variant}/{version}"
else:
raise ValueError(
"Unexpected kaggle preset handle. Kaggle model handles should have "
"the form kaggle://{org}/{model}/keras/{variant}[/{version}]. For "
"example, kaggle://keras-nlp/albert/keras/bert_base_en_uncased."
"Unexpected kaggle preset handle. Kaggle model handles should "
"have the form kaggle://{org}/{model}/{variant}[/{version}]. "
"For example, 'kaggle://keras/bert/bert_base_en'. "
f"Received: preset={preset}"
)
return kagglehub.model_download(kaggle_handle, path)
return os.path.join(preset, path)
Expand Down