{
  "model_identity": {
    "name": "MySQL Query Generator From Scratch",
    "version": "1.0.0",
    "type": "Generative Language Model",
    "specialization": "SQL Query Generation",
    "training_approach": "from_scratch",
    "created_date": "2025-07-18T10:23:03.422014"
  },
  "technical_specifications": {
    "architecture_type": "Transformer Decoder",
    "total_parameters": 29789184,
    "model_size_bytes": 119156736,
    "vocabulary_size": 4206,
    "context_length": 512,
    "precision": "float32",
    "framework": "PyTorch"
  },
  "performance_specifications": {
    "inference_speed": "fast",
    "memory_requirements": "low",
    "gpu_requirements": "optional",
    "cpu_compatible": true,
    "batch_processing": "supported",
    "streaming_generation": "supported"
  },
  "quality_specifications": {
    "final_loss": 0.3485,
    "perplexity": 1.42,
    "convergence_quality": "excellent",
    "generalization": "good",
    "robustness": "high",
    "consistency": "very_high"
  },
  "usage_specifications": {
    "input_format": "schema + natural language question",
    "output_format": "MySQL query",
    "supported_sql_features": [
      "SELECT statements",
      "WHERE clauses",
      "JOIN operations",
      "GROUP BY",
      "ORDER BY",
      "LIMIT",
      "Aggregate functions",
      "MySQL-specific syntax"
    ],
    "deployment_ready": true,
    "license": "MIT"
  }
}