Skip to content
Open
Show file tree
Hide file tree
Changes from all commits
Commits
File filter

Filter by extension

Filter by extension

Conversations
Failed to load comments.
Loading
Jump to
Jump to file
Failed to load files.
Loading
Diff view
Diff view
17 changes: 16 additions & 1 deletion python/ctranslate2/converters/fairseq.py
Original file line number Diff line number Diff line change
Expand Up @@ -113,6 +113,7 @@ def __init__(
fixed_dictionary: Optional[str] = None,
no_default_special_tokens: bool = False,
user_dir: Optional[str] = None,
unsafe_deserialization: bool = False,
):
"""Initializes the Fairseq converter.

Expand All @@ -125,6 +126,8 @@ def __init__(
no_default_special_tokens: Require all special tokens to be provided by the user
(e.g. encoder end token, decoder start token).
user_dir: Path to the user directory containing custom extensions.
unsafe_deserialization: Allow unsafe pickle deserialization when loading
trusted legacy checkpoints.
"""
self._model_path = model_path
self._data_dir = data_dir
Expand All @@ -133,6 +136,7 @@ def __init__(
self._target_lang = target_lang
self._no_default_special_tokens = no_default_special_tokens
self._user_dir = user_dir
self._unsafe_deserialization = unsafe_deserialization

def _load(self):
import fairseq
Expand All @@ -147,7 +151,9 @@ def _load(self):

with torch.no_grad():
checkpoint = torch.load(
self._model_path, map_location=torch.device("cpu"), weights_only=False
self._model_path,
map_location=torch.device("cpu"),
weights_only=not self._unsafe_deserialization,
)
args = checkpoint["args"] or checkpoint["cfg"]["model"]

Expand Down Expand Up @@ -329,6 +335,14 @@ def main():
"including the decoder start token."
),
)
parser.add_argument(
"--unsafe_deserialization",
action="store_true",
help=(
"Allow loading legacy checkpoints with unsafe pickle deserialization. "
"Only enable this option for trusted checkpoints."
),
)
Converter.declare_arguments(parser)
args = parser.parse_args()
converter = FairseqConverter(
Expand All @@ -339,6 +353,7 @@ def main():
fixed_dictionary=args.fixed_dictionary,
no_default_special_tokens=args.no_default_special_tokens,
user_dir=args.user_dir,
unsafe_deserialization=args.unsafe_deserialization,
)
converter.convert_from_args(args)

Expand Down
21 changes: 18 additions & 3 deletions python/ctranslate2/converters/opennmt_py.py
Original file line number Diff line number Diff line change
Expand Up @@ -163,19 +163,24 @@ def get_vocabs(vocab):
class OpenNMTPyConverter(Converter):
"""Converts models generated by OpenNMT-py."""

def __init__(self, model_path: str):
def __init__(self, model_path: str, unsafe_deserialization: bool = False):
"""Initializes the OpenNMT-py converter.

Arguments:
model_path: Path to the OpenNMT-py PyTorch model (.pt file).
unsafe_deserialization: Allow unsafe pickle deserialization when loading
trusted legacy checkpoints.
"""
self._model_path = model_path
self._unsafe_deserialization = unsafe_deserialization

def _load(self):
import torch

checkpoint = torch.load(
self._model_path, map_location="cpu", weights_only=False
self._model_path,
map_location="cpu",
weights_only=not self._unsafe_deserialization,
)

src_vocabs, tgt_vocabs = get_vocabs(checkpoint["vocab"])
Expand Down Expand Up @@ -352,9 +357,19 @@ def main():
formatter_class=argparse.ArgumentDefaultsHelpFormatter
)
parser.add_argument("--model_path", required=True, help="Model path.")
parser.add_argument(
"--unsafe_deserialization",
action="store_true",
help=(
"Allow loading legacy checkpoints with unsafe pickle deserialization. "
"Only enable this option for trusted checkpoints."
),
)
Converter.declare_arguments(parser)
args = parser.parse_args()
OpenNMTPyConverter(args.model_path).convert_from_args(args)
OpenNMTPyConverter(
args.model_path, unsafe_deserialization=args.unsafe_deserialization
).convert_from_args(args)


if __name__ == "__main__":
Expand Down
Loading