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AgenticInterpBench

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mechanistic-interpretability
circuit-analysis
transformers
benchmark
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AgenticInterpBench
File size: 2,710 Bytes
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{
  "task": {
    "id": "case_30",
    "name": "numeric_range_tagging",
    "summary": "Tags numeric tokens in a sequence based on whether they fall within a given range.",
    "examples": [
      {
        "input": [
          "BOS",
          "14",
          "26",
          "8",
          "21",
          "18",
          "15",
          "8",
          "27",
          "14"
        ],
        "output": [
          "BOS",
          true,
          false,
          false,
          false,
          true,
          true,
          false,
          false,
          true
        ]
      },
      {
        "input": [
          "BOS",
          "5",
          "25",
          "29",
          "18",
          "18",
          "3",
          "27",
          "11",
          "15"
        ],
        "output": [
          "BOS",
          false,
          false,
          false,
          true,
          true,
          false,
          false,
          true,
          true
        ]
      },
      {
        "input": [
          "BOS",
          "4",
          "23",
          "6",
          "6",
          "17",
          "7",
          "7",
          "22",
          "21"
        ],
        "output": [
          "BOS",
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          false
        ]
      },
      {
        "input": [
          "BOS",
          "1",
          "7",
          "27",
          "0",
          "19",
          "5",
          "28",
          "8",
          "19"
        ],
        "output": [
          "BOS",
          false,
          false,
          false,
          false,
          true,
          false,
          false,
          false,
          true
        ]
      },
      {
        "input": [
          "BOS",
          "3",
          "10",
          "28",
          "27",
          "1",
          "3",
          "19",
          "9",
          "13"
        ],
        "output": [
          "BOS",
          false,
          true,
          false,
          false,
          false,
          false,
          true,
          false,
          true
        ]
      }
    ],
    "is_categorical": true
  },
  "program": "range_tagging = rasp.Map(lambda x: lower_bound <= int(x) <= upper_bound if x.isdigit() else False, sop)\nreturn range_tagging",
  "components": [
    {
      "id": "L0_MLP",
      "hook": "blocks.0.mlp.hook_post",
      "role": {
        "tag": "INDICATOR",
        "note": "Applies a per-token range test and outputs a boolean tag for each position."
      },
      "rasp_vars": [
        "range_tagging"
      ],
      "labels": [
        "map_1"
      ]
    }
  ]
}