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exllamav2/util/convert_safetensors.py
2024-02-20 19:41:57 -05:00

25 lines
885 B
Python

import torch
import argparse, os, glob
from safetensors.torch import save_file
parser = argparse.ArgumentParser(description="Convert .bin/.pt files to .safetensors")
parser.add_argument("--unshare", action="store_true", help="Detach tensors to prevent any from sharing memory")
parser.add_argument("input_files", nargs="+", type=str, help="Input file(s)")
args = parser.parse_args()
tensor_files = []
for file_pattern in args.input_files:
tensor_files.extend(glob.glob(file_pattern))
for file in tensor_files:
print(f" -- Loading {file}...")
state_dict = torch.load(file, map_location="cpu")
if args.unshare:
for k in state_dict.keys():
state_dict[k] = state_dict[k].clone().detach()
out_file = os.path.splitext(file)[0] + ".safetensors"
print(f" -- Saving {out_file}...")
save_file(state_dict, out_file, metadata={"format": "pt"})