mlmf 0.2.0

Machine Learning Model Files - Loading, saving, and dynamic mapping for ML models
Documentation 
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{
  "model_info": {
    "name": "GPT2-Medium",
    "description": "A GPT-2 model with 353.5M parameters",
    "architecture": "GPT-2",
    "variant": "Small",
    "version": null,
    "authors": [
      "Unknown"
    ],
    "license": null,
    "source_url": null
  },
  "training_info": null,
  "usage_info": {
    "intended_uses": [
      "Text generation",
      "Conversational AI",
      "Code completion",
      "Question answering",
      "Summarization"
    ],
    "limitations": [
      "May generate biased or harmful content",
      "Performance may vary on out-of-distribution data",
      "Computational requirements may limit deployment",
      "May generate factually incorrect information",
      "Limited by training data cutoff",
      "May struggle with complex reasoning tasks"
    ],
    "out_of_scope": [
      "Generating harmful or illegal content",
      "Impersonation or deception",
      "Critical safety applications without human oversight",
      "Medical diagnosis or treatment recommendations",
      "Legal advice or financial recommendations"
    ],
    "bias_considerations": "This model may exhibit biases present in training data. Users should evaluate fairness for their specific use case.",
    "ethical_considerations": "Consider potential misuse and ensure responsible deployment with appropriate safeguards."
  },
  "evaluation_info": null,
  "technical_specs": {
    "architecture": "GPT-2",
    "parameter_count": 353502208,
    "vocab_size": 50257,
    "hidden_size": 1024,
    "num_layers": 24,
    "num_attention_heads": 16,
    "max_sequence_length": 1024,
    "supported_dtypes": [
      "f32",
      "f16",
      "bf16"
    ],
    "model_format": "Unknown",
    "file_size": null,
    "memory_requirements": {
      "parameters_mb": 674,
      "inference_mb": 1826,
      "training_mb": 2696,
      "recommended_ram_mb": 3652
    }
  },
  "card_metadata": {
    "created_at": "2025-11-11 2:04:09.2109734 +00:00:00",
    "generated_by": "MLMF Model Card Generator",
    "card_version": "1.0",
    "tags": [
      "transformers",
      "gpt-2",
      "mlmf",
      "unknown"
    ]
  }
}