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The dataset generation failed
Error code: DatasetGenerationError
Exception: TypeError
Message: Couldn't cast array of type struct<contribution: double, from_feature_idx: int64, from_layer: int64, relative_contribution: double> to null
Traceback: Traceback (most recent call last):
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1831, in _prepare_split_single
writer.write_table(table)
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/arrow_writer.py", line 644, in write_table
pa_table = table_cast(pa_table, self._schema)
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/table.py", line 2272, in table_cast
return cast_table_to_schema(table, schema)
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/table.py", line 2223, in cast_table_to_schema
arrays = [
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/table.py", line 2224, in <listcomp>
cast_array_to_feature(
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/table.py", line 1795, in wrapper
return pa.chunked_array([func(chunk, *args, **kwargs) for chunk in array.chunks])
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/table.py", line 1795, in <listcomp>
return pa.chunked_array([func(chunk, *args, **kwargs) for chunk in array.chunks])
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/table.py", line 2052, in cast_array_to_feature
casted_array_values = _c(array.values, feature.feature)
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/table.py", line 1797, in wrapper
return func(array, *args, **kwargs)
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/table.py", line 2086, in cast_array_to_feature
return array_cast(
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/table.py", line 1797, in wrapper
return func(array, *args, **kwargs)
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/table.py", line 1950, in array_cast
raise TypeError(f"Couldn't cast array of type {_short_str(array.type)} to {_short_str(pa_type)}")
TypeError: Couldn't cast array of type struct<contribution: double, from_feature_idx: int64, from_layer: int64, relative_contribution: double> to null
The above exception was the direct cause of the following exception:
Traceback (most recent call last):
File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 1456, in compute_config_parquet_and_info_response
parquet_operations = convert_to_parquet(builder)
File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 1055, in convert_to_parquet
builder.download_and_prepare(
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 894, in download_and_prepare
self._download_and_prepare(
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 970, in _download_and_prepare
self._prepare_split(split_generator, **prepare_split_kwargs)
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1702, in _prepare_split
for job_id, done, content in self._prepare_split_single(
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1858, in _prepare_split_single
raise DatasetGenerationError("An error occurred while generating the dataset") from e
datasets.exceptions.DatasetGenerationError: An error occurred while generating the datasetNeed help to make the dataset viewer work? Make sure to review how to configure the dataset viewer, and open a discussion for direct support.
feature dict | embedding dict | output_logits dict | feature_to_feature_contributions list | total_input_invariant_detected_contribution float64 | total_input_invariant_contribution float64 | description_soft list | description list | validation bool | validation_soft float64 |
|---|---|---|---|---|---|---|---|---|---|
{
"feature_idx": 0,
"layer": 0
} | {
"positive_tokens_activation": [
11.083244323730469,
10.685476303100586,
10.874539375305176,
10.924178123474121,
7.442462921142578
],
"top_negative_tokens": [],
"top_negative_tokens_contribution": [],
"top_negative_tokens_ids": [],
"top_negative_tokens_relative_contribution": [],
"top... | {
"top_negative_tokens": [
"hof",
"kson",
" Fou"
],
"top_positive_tokens": [
" empowerment",
"Women"
]
} | [] | 0.001575 | 29,458.402344 | [
" WOM",
" Women",
" women",
"Women",
"women"
] | [
" WOM",
" Women",
" women",
"Women",
"women"
] | true | 1 |
{
"feature_idx": 1,
"layer": 0
} | {
"positive_tokens_activation": [
0.816504895687103
],
"top_negative_tokens": [],
"top_negative_tokens_contribution": [],
"top_negative_tokens_ids": [],
"top_negative_tokens_relative_contribution": [],
"top_positive_token_ids": [
262
],
"top_positive_tokens": [
" the"
],
"top_positive_... | {
"top_negative_tokens": [],
"top_positive_tokens": []
} | [] | 0.000006 | 24,776.154297 | [
" the"
] | [
" the"
] | true | 1 |
{
"feature_idx": 2,
"layer": 0
} | {
"positive_tokens_activation": [
12.329208374023438,
11.280712127685547,
9.017935752868652,
7.550346374511719
],
"top_negative_tokens": [
"owitz"
],
"top_negative_tokens_contribution": [
-3.85395884513855
],
"top_negative_tokens_ids": [
20951
],
"top_negative_tokens_relati... | {
"top_negative_tokens": [
"hips",
" Galaxy"
],
"top_positive_tokens": [
"arest",
"20439"
]
} | [] | 0.000722 | 32,800.941406 | [
" Cle",
"CLE",
"Cle",
"cle"
] | [
" Cle",
"CLE",
"Cle",
"cle"
] | true | 1 |
{
"feature_idx": 3,
"layer": 0
} | {
"positive_tokens_activation": [
11.244744300842285,
7.640389919281006,
6.812385082244873
],
"top_negative_tokens": [
"scape"
],
"top_negative_tokens_contribution": [
-3.612746000289917
],
"top_negative_tokens_ids": [
6794
],
"top_negative_tokens_relative_contribution": [
... | {
"top_negative_tokens": [],
"top_positive_tokens": []
} | [] | 0.000553 | 34,112.652344 | [
" joke",
" joked",
" jokes"
] | [
" joke",
" joked",
" jokes"
] | true | 1 |
{
"feature_idx": 4,
"layer": 0
} | {
"positive_tokens_activation": [
3.708537101745605
],
"top_negative_tokens": [],
"top_negative_tokens_contribution": [],
"top_negative_tokens_ids": [],
"top_negative_tokens_relative_contribution": [],
"top_positive_token_ids": [
16671
],
"top_positive_tokens": [
"ioxide"
],
"top_posit... | {
"top_negative_tokens": [
"�醒"
],
"top_positive_tokens": []
} | [] | 0.000131 | 45,591.585938 | [
"ioxide"
] | [
"ioxide"
] | true | 1 |
{
"feature_idx": 5,
"layer": 0
} | {
"positive_tokens_activation": [
11.382917404174805,
9.563642501831055,
7.509910583496094,
4.917286396026611
],
"top_negative_tokens": [],
"top_negative_tokens_contribution": [],
"top_negative_tokens_ids": [],
"top_negative_tokens_relative_contribution": [],
"top_positive_token_ids": [
... | {
"top_negative_tokens": [],
"top_positive_tokens": [
"lag"
]
} | [] | 0.001152 | 27,784.300781 | [
"ISION",
"ision",
"isions",
"isive"
] | [
"ISION",
"ision",
"isions",
"isive"
] | true | 1 |
{
"feature_idx": 6,
"layer": 0
} | {
"positive_tokens_activation": [
11.194226264953613,
9.449274063110352,
9.08358383178711,
8.976874351501465,
7.185082912445068,
7.235315799713135,
7.023595333099365
],
"top_negative_tokens": [],
"top_negative_tokens_contribution": [],
"top_negative_tokens_ids": [],
"top_negative... | {
"top_negative_tokens": [
"runners"
],
"top_positive_tokens": [
" outdated",
" archaic"
]
} | [] | 0.001438 | 37,189.515625 | [
" antiqu",
" archaic",
" obsolete",
" outdated",
" rusty",
" stale",
"dated"
] | [
" antiqu",
" archaic",
" obsolete",
" outdated",
" rusty",
" stale",
"dated"
] | true | 1 |
{
"feature_idx": 7,
"layer": 0
} | {
"positive_tokens_activation": [
1.359855532646179
],
"top_negative_tokens": [],
"top_negative_tokens_contribution": [],
"top_negative_tokens_ids": [],
"top_negative_tokens_relative_contribution": [],
"top_positive_token_ids": [
2543
],
"top_positive_tokens": [
"lam"
],
"top_positive_... | {
"top_negative_tokens": [
"allery"
],
"top_positive_tokens": []
} | [] | 0.000041 | 13,390.517578 | [
"lam"
] | [
"lam"
] | true | 1 |
{
"feature_idx": 8,
"layer": 0
} | {
"positive_tokens_activation": [
9.049769401550293,
7.768054485321045,
8.185144424438477
],
"top_negative_tokens": [],
"top_negative_tokens_contribution": [],
"top_negative_tokens_ids": [],
"top_negative_tokens_relative_contribution": [],
"top_positive_token_ids": [
25065,
36847,
... | {
"top_negative_tokens": [],
"top_positive_tokens": []
} | [] | 0.000479 | 54,889.125 | [
" barrage",
" influx",
" onslaught"
] | [
" barrage",
" influx",
" onslaught"
] | true | 1 |
{
"feature_idx": 9,
"layer": 0
} | {
"positive_tokens_activation": [
9.27043342590332,
9.12392807006836,
7.985567569732666,
6.803059101104736,
6.660343647003174,
5.72019624710083,
6.5080437660217285
],
"top_negative_tokens": [],
"top_negative_tokens_contribution": [],
"top_negative_tokens_ids": [],
"top_negative_t... | {
"top_negative_tokens": [
"anian"
],
"top_positive_tokens": [
" reopen",
" reopened"
]
} | [] | 0.001385 | 36,301.335938 | [
" Opening",
" reopen",
" reopened",
"Opening",
"opened",
"opening",
"opens"
] | [
" Opening",
" reopen",
" reopened",
"Opening",
"opened",
"opening",
"opens"
] | true | 1 |
{
"feature_idx": 10,
"layer": 0
} | {
"positive_tokens_activation": [
13.074524879455566,
10.998909950256348,
9.257232666015625,
9.351556777954102
],
"top_negative_tokens": [],
"top_negative_tokens_contribution": [],
"top_negative_tokens_ids": [],
"top_negative_tokens_relative_contribution": [],
"top_positive_token_ids": [
... | {
"top_negative_tokens": [
"minded",
"rees"
],
"top_positive_tokens": [
"estine",
"esta"
]
} | [] | 0.000968 | 31,277.578125 | [
" Pal",
" pal",
"Pal",
"pal"
] | [
" Pal",
" pal",
"Pal",
"pal"
] | true | 1 |
{
"feature_idx": 11,
"layer": 0
} | {
"positive_tokens_activation": [
1.085329055786132,
0.25747844576835605
],
"top_negative_tokens": [
" contrace"
],
"top_negative_tokens_contribution": [
-1.30314826965332
],
"top_negative_tokens_ids": [
17473
],
"top_negative_tokens_relative_contribution": [
0.0000568546456634... | {
"top_negative_tokens": [],
"top_positive_tokens": []
} | [] | 0.000032 | 22,920.699219 | [
" the",
"ges"
] | [
" the",
"ges"
] | true | 1 |
{
"feature_idx": 12,
"layer": 0
} | {
"positive_tokens_activation": [],
"top_negative_tokens": [
"pend"
],
"top_negative_tokens_contribution": [
-4.408962249755859
],
"top_negative_tokens_ids": [
37038
],
"top_negative_tokens_relative_contribution": [
0.00011497909144900001
],
"top_positive_token_ids": [],
"top_posit... | {
"top_negative_tokens": [],
"top_positive_tokens": [
"ribe",
" vandal"
]
} | [] | 0 | 38,345.773438 | null | null | false | 0 |
{
"feature_idx": 13,
"layer": 0
} | {
"positive_tokens_activation": [
1.883030652999878,
1.537135004997253
],
"top_negative_tokens": [],
"top_negative_tokens_contribution": [],
"top_negative_tokens_ids": [],
"top_negative_tokens_relative_contribution": [],
"top_positive_token_ids": [
447,
564
],
"top_positive_tokens": [
... | {
"top_negative_tokens": [],
"top_positive_tokens": [
",",
"-"
]
} | [] | 0.00011 | 15,925.298828 | [
" �",
"�"
] | [
" �",
"�"
] | true | 1 |
{
"feature_idx": 14,
"layer": 0
} | {
"positive_tokens_activation": [
0.020128035917878002
],
"top_negative_tokens": [],
"top_negative_tokens_contribution": [],
"top_negative_tokens_ids": [],
"top_negative_tokens_relative_contribution": [],
"top_positive_token_ids": [
30298
],
"top_positive_tokens": [
"�"
],
"top_positiv... | {
"top_negative_tokens": [
" Cosponsors",
"involved"
],
"top_positive_tokens": [
"mouth",
"face"
]
} | [] | 0.000084 | 4,407.979492 | [
"�"
] | [
"�"
] | false | 0 |
{
"feature_idx": 15,
"layer": 0
} | {
"positive_tokens_activation": [
13.641460418701172,
11.920397758483887,
10.403240203857422,
10.292925834655762,
9.28170108795166,
8.386463165283203,
7.688154697418213,
7.561795711517334
],
"top_negative_tokens": [],
"top_negative_tokens_contribution": [],
"top_negative_tokens... | {
"top_negative_tokens": [
"pin"
],
"top_positive_tokens": [
"model"
]
} | [] | 0.001141 | 53,125.042969 | [
" Model",
" Models",
" model",
" modeled",
" models",
"Model",
"model",
"models"
] | [
" Model",
" Models",
" model",
" modeled",
" models",
"Model",
"model",
"models"
] | true | 1 |
{
"feature_idx": 16,
"layer": 0
} | {
"positive_tokens_activation": [
6.347557544708252,
5.322906017303467,
5.427139759063721,
4.735321521759033,
4.354767322540283,
3.9926624298095703
],
"top_negative_tokens": [],
"top_negative_tokens_contribution": [],
"top_negative_tokens_ids": [],
"top_negative_tokens_relative_contr... | {
"top_negative_tokens": [],
"top_positive_tokens": [
"STER"
]
} | [] | 0.000957 | 21,447.189453 | [
" MON",
" Monaco",
" Monica",
" Monk",
"MON",
"Mon"
] | [
" MON",
" Monaco",
" Monica",
" Monk",
"MON",
"Mon"
] | true | 1 |
{
"feature_idx": 17,
"layer": 0
} | {
"positive_tokens_activation": [
10.768948554992676,
7.560299873352051,
7.429811954498291,
7.098040103912353
],
"top_negative_tokens": [
"orate"
],
"top_negative_tokens_contribution": [
-3.724418640136718
],
"top_negative_tokens_ids": [
16262
],
"top_negative_tokens_relati... | {
"top_negative_tokens": [],
"top_positive_tokens": [
" earners"
]
} | [] | 0.000764 | 36,099.429688 | [
" Wage",
" wage",
" wages",
"wage"
] | [
" Wage",
" wage",
" wages",
"wage"
] | true | 1 |
{
"feature_idx": 18,
"layer": 0
} | {
"positive_tokens_activation": [
13.223581314086914,
9.889654159545898,
9.13426685333252,
8.97683334350586,
7.37761640548706,
8.228646278381348,
6.56572675704956
],
"top_negative_tokens": [
" Flavoring"
],
"top_negative_tokens_contribution": [
-3.856506109237671
],
"to... | {
"top_negative_tokens": [],
"top_positive_tokens": [
" dreaming",
" dreamed",
"dream",
"BLE",
" dream",
"Dream"
]
} | [] | 0.001286 | 34,990.042969 | [
" dream",
" dreamed",
" dreaming",
" dreams",
"Dream",
"REAM",
"dream"
] | [
" dream",
" dreamed",
" dreaming",
" dreams",
"Dream",
"REAM",
"dream"
] | true | 1 |
{
"feature_idx": 19,
"layer": 0
} | {
"positive_tokens_activation": [
8.798267364501953,
5.856351375579834,
6.421239376068115,
5.445009231567383,
6.322229385375977,
5.931447505950928,
5.047452449798584,
5.874877452850342,
5.053189754486084,
5.198608875274658
],
"top_negative_tokens": [
"\"/>"
],
"top_... | {
"top_negative_tokens": [
"ゴン"
],
"top_positive_tokens": [
"til",
"tis"
]
} | [] | 0.001703 | 30,948.042969 | [
" '",
" '(",
" ',",
" '.",
" '/",
" '[",
" ('",
" `",
"-'",
"='"
] | [
" '",
" '(",
" ',",
" '.",
" '/",
" '[",
" ('",
" `",
"-'",
"='"
] | true | 1 |
{
"feature_idx": 20,
"layer": 0
} | {
"positive_tokens_activation": [
1.467349410057067
],
"top_negative_tokens": [
"ayne"
],
"top_negative_tokens_contribution": [
-1.160505533218383
],
"top_negative_tokens_ids": [
43906
],
"top_negative_tokens_relative_contribution": [
0.00007237145473482087
],
"top_positive_tok... | {
"top_negative_tokens": [
"Lago"
],
"top_positive_tokens": [
"TextColor"
]
} | [] | 0.000033 | 16,035.404297 | [
"lam"
] | [
"lam"
] | true | 1 |
{
"feature_idx": 21,
"layer": 0
} | {
"positive_tokens_activation": [],
"top_negative_tokens": [],
"top_negative_tokens_contribution": [],
"top_negative_tokens_ids": [],
"top_negative_tokens_relative_contribution": [],
"top_positive_token_ids": [],
"top_positive_tokens": [],
"top_positive_tokens_contribution": [],
"top_positive_tokens_r... | {
"top_negative_tokens": [],
"top_positive_tokens": [
"ver"
]
} | [] | 0 | 20,431.351563 | null | null | false | 0 |
{
"feature_idx": 22,
"layer": 0
} | {
"positive_tokens_activation": [
8.955120086669922,
9.29895305633545,
5.473486423492432,
5.00749397277832
],
"top_negative_tokens": [
" stew"
],
"top_negative_tokens_contribution": [
-2.892145156860351
],
"top_negative_tokens_ids": [
20798
],
"top_negative_tokens_relative_... | {
"top_negative_tokens": [
"ey"
],
"top_positive_tokens": []
} | [] | 0.001006 | 26,006.109375 | [
" MB",
"KB",
"MB",
"MW"
] | [
" MB",
"KB",
"MB",
"MW"
] | true | 1 |
{
"feature_idx": 23,
"layer": 0
} | {
"positive_tokens_activation": [
10.432671546936035,
5.543747425079346,
5.116849422454834
],
"top_negative_tokens": [
"otto"
],
"top_negative_tokens_contribution": [
-2.18238091468811
],
"top_negative_tokens_ids": [
17631
],
"top_negative_tokens_relative_contribution": [
0... | {
"top_negative_tokens": [
"hig"
],
"top_positive_tokens": [
" Protection"
]
} | [] | 0.000539 | 36,945.757813 | [
" Protection",
" Protective",
"protection"
] | [
" Protection",
" Protective",
"protection"
] | true | 1 |
{
"feature_idx": 24,
"layer": 0
} | {
"positive_tokens_activation": [
1.474332571029663
],
"top_negative_tokens": [],
"top_negative_tokens_contribution": [],
"top_negative_tokens_ids": [],
"top_negative_tokens_relative_contribution": [],
"top_positive_token_ids": [
262
],
"top_positive_tokens": [
" the"
],
"top_positive_... | {
"top_negative_tokens": [
" explan"
],
"top_positive_tokens": [
"change"
]
} | [] | 0.000011 | 27,992.71875 | [
" the"
] | [
" the"
] | true | 1 |
{
"feature_idx": 25,
"layer": 0
} | {
"positive_tokens_activation": [
11.439126014709473,
6.371709823608398,
4.3022236824035645
],
"top_negative_tokens": [],
"top_negative_tokens_contribution": [],
"top_negative_tokens_ids": [],
"top_negative_tokens_relative_contribution": [],
"top_positive_token_ids": [
391,
29833,
... | {
"top_negative_tokens": [],
"top_positive_tokens": []
} | [] | 0.000836 | 24,135.873047 | [
"AIN",
"ain",
"ayn"
] | [
"AIN",
"ain",
"ayn"
] | true | 1 |
{
"feature_idx": 26,
"layer": 0
} | {
"positive_tokens_activation": [
4.475118160247803,
4.047029495239258,
4.001566886901855,
4.133399486541748,
3.802844047546386
],
"top_negative_tokens": [
"rimination"
],
"top_negative_tokens_contribution": [
-2.960425853729248
],
"top_negative_tokens_ids": [
22550
],
... | {
"top_negative_tokens": [],
"top_positive_tokens": [
" afar",
" whence",
" abroad",
" scratch"
]
} | [] | 0.000651 | 33,028.019531 | [
" FROM",
" From",
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