test.py

from safetensors import safe_open
from safetensors.torch import save_file

tensors = {}

with safe_open('audio_text_embeddings.safetensors', framework="pt", device=0) as f:
    for k in f.keys():
        tensors[k] = f.get_tensor(k)

text_embed = tensors["text_embed"].detach().cpu()

tensors = {
    "text_embed": text_embed,
}
save_file(tensors, "/root/autodl-tmp/audio_text_embeddings_ cpu.safetensors")