{
  "id": "rs_04",
  "slug": "bandwidth_tps_calc",
  "category": "reasoning",
  "system": "You are a helpful assistant.",
  "messages": [
    {
      "role": "user",
      "content": "The GB10 chip has NVLink-C2C bandwidth of 900 GB/s. A 35B MoE model has 3B active parameters. Generating one token requires loading approximately (active_params × 2) bytes of weight data. (1) What is the theoretical maximum tokens per second? (2) If vLLM typically achieves around 30–50% of theoretical peak on this hardware, what is the realistic range?"
    }
  ],
  "tools": [],
  "generation_config": {
    "temperature": 0,
    "max_tokens": 1024
  },
  "grading": {
    "no_tool_expected": true,
    "expected_tool_call": null,
    "alternative_tool_calls": [],
    "expected_args_must_contain": [],
    "multi_turn": false,
    "tool_response_mock": null
  },
  "quality_checkpoint": "150 tok/s 이론값, 45–75 tok/s 현실 범위",
  "reference_answer": "(1) 900÷(3×2)=150 tok/s (2) 150×0.3–0.5=45–75 tok/s"
}