"""
DeepFabric Trainer for NC1709
High-accuracy tool-calling training system
"""

import logging
from typing import Dict, Any, Optional


class DeepFabricTrainer:
    """Main trainer class for DeepFabric fine-tuning"""
    
    def __init__(self, config: Optional[Dict[str, Any]] = None):
        self.config = config or {}
        self.logger = logging.getLogger(__name__)
        
    def train(self):
        """Start DeepFabric training"""
        self.logger.info("Starting DeepFabric training...")
        # Training implementation would go here
        pass
        
    def evaluate(self):
        """Evaluate model performance"""
        self.logger.info("Evaluating model...")
        # Evaluation implementation would go here
        pass