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import gradio as gr
import torch
from safetensors.torch import save_file
import os
import tempfile
def convert_ckpt_to_safetensors(ckpt_file):
if not ckpt_file.name.endswith('.ckpt'):
return None
try:
# Load the checkpoint
ckpt = torch.load(ckpt_file.name, map_location="cpu")
# Extract the state dict
if "state_dict" in ckpt:
state_dict = ckpt["state_dict"]
else:
state_dict = ckpt
# Create a temporary file for the safetensors output
with tempfile.NamedTemporaryFile(delete=False, suffix=".safetensors") as temp_file:
output_file = temp_file.name
# Save as safetensors
save_file(state_dict, output_file)
return output_file
except Exception as e:
return None
iface = gr.Interface(
fn=convert_ckpt_to_safetensors,
inputs=gr.File(label="Upload .ckpt file"),
outputs=gr.File(label="Download converted safetensors file"),
title="CKPT to Safetensors Converter",
description="Upload a .ckpt file to convert it to the safetensors format. If you enjoy the app, please ❤ it!"
)
iface.launch()
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