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{
  "seen_models": [
    "01-ai/Yi-1.5-6B-Chat",
    "01-ai/Yi-1.5-9B-Chat",
    "EleutherAI/gpt-j-6b",
    "EleutherAI/gpt-neox-20b",
    "HuggingFaceTB/SmolLM2-1.7B-Instruct",
    "Qwen/Qwen2.5-0.5B-Instruct",
    "Qwen/Qwen2.5-1.5B-Instruct",
    "Qwen/Qwen2.5-3B-Instruct",
    "Qwen/Qwen2.5-7B-Instruct",
    "Qwen/Qwen3-14B",
    "allenai/OLMo-2-1124-13B-Instruct",
    "allenai/OLMo-2-1124-7B-Instruct",
    "berkeley-nest/Starling-LM-7B-alpha",
    "deepseek-ai/deepseek-llm-7b-chat",
    "google/gemma-2-2b-it",
    "google/gemma-3-12b-it",
    "google/gemma-3-27b-it",
    "ibm-granite/granite-3.0-2b-instruct",
    "ibm-granite/granite-3.0-8b-instruct",
    "internlm/internlm2-7b",
    "internlm/internlm2_5-20b-chat",
    "meta-llama/Llama-2-13b-chat-hf",
    "meta-llama/Llama-3.1-8B-Instruct",
    "meta-llama/Llama-3.2-3B-Instruct",
    "microsoft/Phi-3-medium-4k-instruct",
    "microsoft/Phi-3-mini-4k-instruct",
    "microsoft/phi-2",
    "microsoft/phi-4",
    "mistralai/Mistral-7B-Instruct-v0.3",
    "mistralai/Mistral-Small-24B-Instruct-2501",
    "mistralai/Mistral-Small-Instruct-2409",
    "mlabonne/AlphaMonarch-7B",
    "mlabonne/NeuralBeagle14-7B",
    "nvidia/AceMath-1.5B-Instruct",
    "nvidia/AceMath-7B-Instruct",
    "nvidia/Llama-3.1-Minitron-4B-Width-Base",
    "nvidia/Mistral-NeMo-Minitron-8B-Instruct",
    "nvidia/Nemotron-Mini-4B-Instruct",
    "openai-community/gpt2",
    "tiiuae/Falcon3-3B-Instruct",
    "upstage/SOLAR-10.7B-Instruct-v1.0",
    "upstage/solar-pro-preview-instruct"
  ],
  "seen_gpus": [
    "A100 SXM4 40 GB",
    "A30 PCIe",
    "H100 NVL 94 GB",
    "H200 SXM 141 GB",
    "L4",
    "L40S",
    "Tesla T4",
    "Tesla V100 SXM2 32 GB"
  ],
  "power_features": [
    "scenario",
    "log_total_b_params",
    "model_type",
    "num_key_value_heads",
    "num_layers",
    "memory_bandwidth_gb_s",
    "boost_percentage",
    "transistor_count_m",
    "base_clock_mhz",
    "release_year",
    "bandwidth_latency"
  ],
  "itl_features": [
    "scenario",
    "model_type",
    "total_b_params",
    "hidden_size",
    "num_attention_heads",
    "num_key_value_heads",
    "num_layers",
    "memory_bandwidth_gb_s",
    "memory_size_gb",
    "memory_type",
    "tflops_16b",
    "release_year",
    "bandwidth_latency",
    "compute_latency_s"
  ],
  "tier_accuracy_mdape": {
    "power": {
      "green": {
        "offline": 1.8,
        "server": 5.6
      },
      "yellow": {
        "offline": 2.1,
        "server": 6.6
      },
      "orange": {
        "offline": 3.6,
        "server": 15.1
      },
      "red": {
        "offline": 4.0,
        "server": 16.9
      }
    },
    "itl": {
      "green": {
        "offline": 12.0,
        "server": 4.7
      },
      "yellow": {
        "offline": 15.7,
        "server": 5.5
      },
      "orange": {
        "offline": 23.7,
        "server": 8.5
      },
      "red": {
        "offline": 32.2,
        "server": 8.9
      }
    }
  },
  "log_transformed_targets": [
    "itl"
  ],
  "n_training_runs": {
    "power": 4213,
    "itl": 4163
  },
  "gpu_tdp": {
    "A100 SXM4 40 GB": 400.0,
    "A30 PCIe": 165.0,
    "H100 NVL 94 GB": 400.0,
    "H200 SXM 141 GB": 700.0,
    "L4": 72.0,
    "L40S": 350.0,
    "Tesla T4": 70.0,
    "Tesla V100 SXM2 32 GB": 300.0
  }
}