{
  "id": "rs_02",
  "slug": "memory_fit_calc",
  "category": "reasoning",
  "system": "You are a helpful assistant.",
  "messages": [
    {
      "role": "user",
      "content": "I have 128 GB of unified memory. A 72B parameter model requires 2 bytes per parameter in bf16. (1) Will it fit in memory? (2) If not, what quantization format (fp8=1 byte/param, int4=0.5 bytes/param) is the minimum needed, assuming 15% overhead for KV cache and framework?"
    }
  ],
  "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": "144GB > 128GB 정확, fp8이 최소 요건 도출",
  "reference_answer": "(1) 72×2=144GB>128GB No. (2) fp8: 72×1×1.15=82.8GB fits. Minimum=fp8"
}