File size: 4,060 Bytes
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"task": {
"id": "case_4",
"name": "pair_balance",
"summary": "Return fraction of previous open tokens minus the fraction of close tokens.",
"examples": [
{
"input": [
"BOS",
"(",
"b",
")",
"c",
"b",
"(",
"(",
"a",
"a"
],
"output": [
"BOS",
1.0,
0.5,
0.0,
0.0,
0.0,
0.16666666666666666,
0.2857142857142857,
0.25,
0.2222222222222222
]
},
{
"input": [
"BOS",
")",
"b",
"b",
"a",
"b",
"b",
"(",
"a",
"c"
],
"output": [
"BOS",
-1.0,
-0.5,
-0.3333333333333333,
-0.25,
-0.2,
-0.16666666666666666,
0.0,
0.0,
0.0
]
},
{
"input": [
"BOS",
"a",
"c",
"(",
")",
"b",
"(",
"b",
")",
")"
],
"output": [
"BOS",
0.0,
0.0,
0.3333333333333333,
0.0,
0.0,
0.16666666666666666,
0.14285714285714285,
0.0,
-0.1111111111111111
]
},
{
"input": [
"BOS",
"c",
"b",
"a",
"c",
")",
"b",
")",
"b",
"c"
],
"output": [
"BOS",
0.0,
0.0,
0.0,
0.0,
-0.2,
-0.16666666666666666,
-0.2857142857142857,
-0.25,
-0.2222222222222222
]
},
{
"input": [
"BOS",
"b",
"c",
"a",
"c",
"c",
")",
"a",
"a",
"a"
],
"output": [
"BOS",
0.0,
0.0,
0.0,
0.0,
0.0,
-0.16666666666666666,
-0.14285714285714285,
-0.125,
-0.1111111111111111
]
}
],
"is_categorical": false
},
"program": "bools_open = rasp.numerical(sop == open_token).named(\"bools_open\"); opens = rasp.numerical(make_frac_prevs(bools_open)).named(\"opens\"); bools_close = rasp.numerical(sop == close_token).named(\"bools_close\"); closes = rasp.numerical(make_frac_prevs(bools_close)).named(\"closes\"); pair_balance = rasp.numerical(rasp.LinearSequenceMap(opens, closes, 1, -1)); return pair_balance.named(\"pair_balance\")",
"components": [
{
"id": "L0_MLP",
"hook": "blocks.0.mlp.hook_post",
"role": {
"tag": "INDICATOR",
"note": "Computes per-token indicator features for open and close tokens."
},
"rasp_vars": [
"bools_open",
"bools_close"
]
},
{
"id": "L1H0_ATTN",
"hook": "blocks.1.attn.hook_result[0]",
"role": {
"tag": "AGGREGATOR",
"note": "Computes prefix aggregate for opens (fraction/count up to i) by attending over previous positions and reading the open-indicator via values."
},
"rasp_vars": [
"opens"
]
},
{
"id": "L1H1_ATTN",
"hook": "blocks.1.attn.hook_result[1]",
"role": {
"tag": "AGGREGATOR",
"note": "Computes prefix aggregate for closes (fraction/count up to i) by attending over previous positions and reading the close-indicator via values."
},
"rasp_vars": [
"closes"
]
},
{
"id": "L1_MLP",
"hook": "blocks.1.mlp.hook_post",
"role": {
"tag": "COMBINER",
"note": "Combines the open and close aggregates to compute the final balanced pair output."
},
"rasp_vars": [
"pair_balance"
]
}
]
}
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