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Upload app.py with huggingface_hub
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app.py
CHANGED
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@@ -108,10 +108,23 @@ def load_model():
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try:
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# Download model files from Hugging Face
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print("Downloading model files from Hugging Face...")
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model_dir = snapshot_download(
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repo_id=MODEL_REPO_ID,
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cache_dir=None,
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local_files_only=False
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)
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# Find checkpoint and vocab files
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@@ -169,11 +182,32 @@ def load_model():
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return "✅ Model loaded successfully!"
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except Exception as e:
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error_msg =
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import traceback
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traceback.print_exc()
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return
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return "✅ Model already loaded!"
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try:
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# Download model files from Hugging Face
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print("Downloading model files from Hugging Face...")
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print(f"Repository: {MODEL_REPO_ID}")
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# Try to download with authentication
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try:
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from huggingface_hub import login
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# Check if token is available via environment variable
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token = os.environ.get("HF_TOKEN") or os.environ.get("HUGGING_FACE_HUB_TOKEN")
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if token:
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login(token=token, add_to_git_credential=False)
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except:
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pass # Token might not be set, that's okay if repo is public
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model_dir = snapshot_download(
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repo_id=MODEL_REPO_ID,
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cache_dir=None,
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local_files_only=False,
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token=os.environ.get("HF_TOKEN") or os.environ.get("HUGGING_FACE_HUB_TOKEN")
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)
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# Find checkpoint and vocab files
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return "✅ Model loaded successfully!"
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except Exception as e:
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error_msg = str(e)
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error_details = f"❌ Error loading model: {error_msg}"
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print(error_details)
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# Check if it's an authentication error
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if "401" in error_msg or "Repository Not Found" in error_msg or "Invalid username or password" in error_msg:
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detailed_error = (
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f"❌ Authentication Error: The model repository '{MODEL_REPO_ID}' is private or requires authentication.\n\n"
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f"**Solutions:**\n"
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f"1. **Make repository public** (Recommended for playground):\n"
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f" - Go to: https://huggingface.co/{MODEL_REPO_ID}/settings\n"
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f" - Change visibility to 'Public'\n\n"
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f"2. **Add authentication token to Space** (if keeping private):\n"
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f" - Go to Space Settings → Repository secrets\n"
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f" - Add secret: HF_TOKEN with your Hugging Face token\n"
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f" - Get token from: https://huggingface.co/settings/tokens\n\n"
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f"3. **Upload model files directly to Space** (alternative):\n"
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f" - Upload model checkpoint and vocab.txt to the Space repository\n"
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f" - The app will use local files instead"
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)
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print(detailed_error)
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return detailed_error
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import traceback
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traceback.print_exc()
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return error_details
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return "✅ Model already loaded!"
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