Download specific model from hugging face

 refer to code

.

import os

import shutil

from huggingface_hub import hf_hub_download

# Repository name

repo_id = "h94/IP-Adapter"

# Directory to save the downloaded files

local_directory = "./models/image_encoder"

# Ensure the local directory exists

os.makedirs(local_directory, exist_ok=True)

# List of files to download

files_to_download = [

"models/image_encoder/config.json",

"models/image_encoder/model.safetensors",

"models/image_encoder/pytorch_model.bin"

]

# Download each file and move it to the desired directory

for file in files_to_download:

file_path = hf_hub_download(repo_id=repo_id, filename=file)

# Construct the destination path

dest_path = os.path.join(local_directory, os.path.basename(file))

# Move the file to the destination path

shutil.move(file_path, dest_path)

print(f"Downloaded and moved to {dest_path}")

..

Thank you.

other option is

file_path = hf_hub_download(repo_id=repo_id, filename=file, cache_dir=local_directory, force_download=True)