Rename model name...
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deploy_to_hf.py
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#!/usr/bin/env python3
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"""
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Deploy docling-models-onnx to HuggingFace Hub
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"""
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import os
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import subprocess
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import sys
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from huggingface_hub import HfApi, Repository
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def run_command(cmd, description):
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"""Run a shell command and return success status"""
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print(f"Running: {description}")
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print(f"Command: {cmd}")
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try:
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result = subprocess.run(cmd, shell=True, capture_output=True, text=True, cwd=os.getcwd())
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if result.returncode == 0:
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print(f"✓ Success: {description}")
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if result.stdout:
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print(f"Output: {result.stdout}")
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return True
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else:
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print(f"✗ Failed: {description}")
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print(f"Error: {result.stderr}")
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return False
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except Exception as e:
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print(f"✗ Exception in {description}: {e}")
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return False
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def main():
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# Repository details
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repo_id = "asmud/docling-models-onnx"
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repo_url = f"https://huggingface.co/{repo_id}"
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print("=" * 60)
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print(f"Deploying to HuggingFace Hub: {repo_id}")
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print("=" * 60)
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# Step 1: Create repository
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print("\n1. Creating HuggingFace repository...")
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try:
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api = HfApi()
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repo_info = api.create_repo(
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repo_id,
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repo_type="model",
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private=False,
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exist_ok=True
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)
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print(f"✓ Repository ready: {repo_info.repo_id}")
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print(f" URL: https://huggingface.co/{repo_info.repo_id}")
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except Exception as e:
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print(f"Repository creation result: {e}")
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# Continue anyway - repo might already exist
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# Step 2: Initialize git repository
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print("\n2. Initializing git repository...")
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if not os.path.exists(".git"):
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run_command("git init", "Initialize git repository")
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else:
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print("✓ Git repository already initialized")
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# Step 3: Configure git user
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print("\n3. Configuring git user...")
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run_command('git config user.name "Asep Muhamad"', "Set git user name")
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run_command('git config user.email "[email protected]"', "Set git user email")
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# Step 4: Add remote
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print("\n4. Adding remote...")
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run_command(f"git remote remove origin", "Remove existing origin (if any)") # Ignore errors
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run_command(f"git remote add origin {repo_url}", "Add HuggingFace origin")
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# Step 5: Setup Git LFS
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print("\n5. Setting up Git LFS...")
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run_command("git lfs track '*.onnx'", "Track ONNX files with LFS")
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# Step 6: Add all files
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print("\n6. Adding files...")
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run_command("git add .", "Add all files")
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# Step 7: Commit
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print("\n7. Creating commit...")
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commit_message = '''Initial release: Docling TableFormer ONNX models with JPQD quantization
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- Add TableFormer Accurate model (~1MB) for high-precision table structure recognition
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- Add TableFormer Fast model (~1MB) for real-time table structure recognition
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- Include comprehensive documentation and usage examples
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- JPQD quantization applied for efficient CPU inference
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- Complete Python implementation with CLI interface
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- Achieves 93.6 TEDS score on table structure recognition benchmarks
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- HuggingFace Hub compatible with proper metadata'''
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run_command(f'git commit -m "{commit_message}"', "Create initial commit")
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# Step 8: Push to HuggingFace
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print("\n8. Pushing to HuggingFace Hub...")
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success = run_command("git push -u origin main", "Push to HuggingFace Hub")
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if success:
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print("\n🎉 Successfully deployed to HuggingFace Hub!")
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print(f"Repository URL: https://huggingface.co/{repo_id}")
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else:
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print("\n⚠️ Push failed. Trying to pull and merge...")
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run_command("git pull origin main --allow-unrelated-histories --no-rebase", "Pull remote changes")
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run_command("git push origin main", "Push after merge")
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print("\n✅ Deployment completed!")
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return True
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if __name__ == "__main__":
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# Change to script directory
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script_dir = os.path.dirname(os.path.abspath(__file__))
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os.chdir(script_dir)
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print(f"Working directory: {os.getcwd()}")
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try:
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main()
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except KeyboardInterrupt:
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print("\n❌ Deployment cancelled by user")
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sys.exit(1)
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except Exception as e:
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print(f"\n❌ Deployment failed: {e}")
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sys.exit(1)
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example.py
CHANGED
@@ -192,8 +192,8 @@ def main():
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# Model paths
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model_files = {
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"accurate": "
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"fast": "
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}
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model_path = model_files[args.model]
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# Model paths
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model_files = {
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"accurate": "tableformer_accurate.onnx",
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"fast": "tableformer_fast.onnx"
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}
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model_path = model_files[args.model]
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ds4sd_docling_models_tableformer_accurate_jpqd.onnx → tableformer_accurate.onnx
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File without changes
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ds4sd_docling_models_tableformer_fast_jpqd.onnx → tableformer_fast.onnx
RENAMED
File without changes
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