Update app.py

Key Changes:

Removed all the logic that uses get_from_cache. The function now relies entirely on hf_hub_download for Hugging Face repositories and URLs. hf_hub_download always checks the cache first and only downloads if necessary. This is the intended behavior.
Key changes:

Removed get_from_cache import.

Corrected Action:

Update download_model: Replace your download_model function with the corrected version above.

Update Imports: Replace your imports with the corrected ones.

Rebuild/Restart: Rebuild or restart your Gradio Space.

app.py

@@ -7,23 +7,16 @@ from safetensors.torch import load_file
 from collections import OrderedDict
 import re
 import json
-# import gdown # Not Using this anymore XD BEEP BEEP SAFETENSORS!
-import requests  # Re-added for URL handling
+import requests
 import subprocess
 from urllib.parse import urlparse, unquote
 from pathlib import Path
-import tempfile
-# from tqdm import tqdm  # Removed: not crucial and can break display in gradio.
-import psutil
-import math
-import shutil
 import hashlib
 from datetime import datetime
 from typing import Dict, List, Optional
-from huggingface_hub import login, HfApi, hf_hub_download  # Correct import
-from huggingface_hub.utils import validate_repo_id, HFValidationError, get_from_cache
-from huggingface_hub.errors import HfHubHTTPError
-from huggingface_hub.constants import HUGGINGFACE_HUB_CACHE  # Import HUGGINGFACE_HUB_CACHE
+from huggingface_hub import login, HfApi, hf_hub_download
+from huggingface_hub.utils import validate_repo_id, HFValidationError #Removed get_from_cache
+from huggingface_hub.constants import HUGGINGFACE_HUB_CACHE
 
 
 # ---------------------- DEPENDENCIES ----------------------
@@ -95,12 +88,8 @@ def download_model(model_path_or_url):
         if model_path_or_url.startswith("http://") or model_path_or_url.startswith(
             "https://"
         ):
-            # Check if it's already in the cache
-            cache_path = get_from_cache(model_path_or_url)  # Use get_from_cache
-            if cache_path is not None:
-                return cache_path
+            # It's a URL : download and put into HF cache
 
-            # It's a URL and not in cache: download manually and put into HF cache
             response = requests.get(model_path_or_url, stream=True)
             response.raise_for_status()  # Raise HTTPError for bad requests (4xx or 5xx)