layer int64 | feature_index int64 | description string | explanation string | top_examples list | top_examples_tks list | average_activation float64 | top_activating_tokens list | raw_explanation string | language_distribution dict | general_language_distribution dict | filename string |
|---|---|---|---|---|---|---|---|---|---|---|---|
0 | 0 | Unknown | No explanation | [
"’avons aucune ambition <<personnelle,>> hormis celle de faire un journal toujours meilleur et",
" d'une réflexion <<personnelle>> suscitée par des lectures, spectacles, concerts,",
"عرض من خلال عدسة العلامة الطابع <<الشخصي>> الفريد للمواهب الشابة. تم",
"ون والح <<ريّة الشخصيّة،>> وعلّق مصباح على",
" ما... | [
{
"activations": [
0,
0,
0,
0,
0,
5.390625,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
],
"max_val": 5.390625,
"tokens": [
262,
271,
14136,
6039,
24714,
17831,
16,
69293,... | 2.472184 | [
{
"average_activation": 5.151936848958333,
"frequency": 48,
"token": " الشخصي",
"token_id": 39591
},
{
"average_activation": 5.1471077127659575,
"frequency": 47,
"token": " personnelle",
"token_id": 17831
},
{
"average_activation": 5.0453125,
"frequency": 5,
"toke... | {
"arb_Arab": 0.48,
"cmn_Hani": null,
"deu_Latn": 0.01,
"eng": 0.02,
"fra_Latn": 0.49
} | {
"arb_Arab": 0.2591573516766982,
"cmn_Hani": 0.057265692175408424,
"deu_Latn": 0.17248495270851247,
"eng": 0.21960447119518486,
"fra_Latn": 0.29148753224419605
} | feature_0_complete.json | |
0 | 10,000 | Unknown | No explanation | [
"irs de Carn <<ac,>> le musée de Préhistoire expose plus de 6000 objets",
"auyan, Bul <<acan,>> where she also once served as councilor",
"auyan, Bul <<acan,>> where she also once served as councilor",
")字242号 <<全国>> 统一客服 <<电话>> ：4006-345-",
" de Cyrano de Berger <<ac>> s'éprend de la région, et",
", ... | [
{
"activations": [
0,
0,
0,
0,
3.109375,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
],
"max_val": 3.109375,
"tokens": [
76,
13117,
236,
33876,
438,
16,
289,
15764,
... | 2.19551 | [
{
"average_activation": 3.04099025974026,
"frequency": 77,
"token": "ac",
"token_id": 438
},
{
"average_activation": 3.0362141927083335,
"frequency": 24,
"token": "全国",
"token_id": 8917
},
{
"average_activation": 2.2578125,
"frequency": 1,
"token": "电话",
"toke... | {
"arb_Arab": 0.03,
"cmn_Hani": 0.27,
"deu_Latn": 0.15,
"eng": 0.19,
"fra_Latn": 0.36
} | {
"arb_Arab": 0.2490211433046202,
"cmn_Hani": 0.5189245627773428,
"deu_Latn": 0.07517619420516837,
"eng": 0.07126076742364917,
"fra_Latn": 0.08561733228921953
} | feature_10000_complete.json | |
0 | 10,001 | Arabic numerals | This feature activates on Arabic numeral tokens. | [
"صانع الحربية <<١٤٤>> ببنها، و٢٧٠ بقها،",
"<<ايتعدى ٧٢>> صحافياً بينما عدد الصحافين في المحافظات الأخرى",
" للولاية حيث التقى الوفد بالعقيد ركن احمد برشم قائد اللواء <<٧>>",
"<<١٠٠>> متر وعرض <<٧٠>> متر متميّزاً عن الغطاء النبات",
" من تواريخ هجرية لعام <<ي ١٤٤٠/ ١٤٤١>>",
" الفترة من <<١٤>> إلى <<١٨>... | [
{
"activations": [
0,
0,
0,
0,
3.740234375,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
],
"max_val": 3.740234375,
"tokens": [
4437,
484,
32984,
68621,
90052,
47753,
107137,
... | 1.965341 | [
{
"average_activation": 3.6427283653846154,
"frequency": 26,
"token": " ١٤",
"token_id": 90052
},
{
"average_activation": 3.4196875,
"frequency": 25,
"token": " ١�",
"token_id": 30629
},
{
"average_activation": 3.4297724184782608,
"frequency": 23,
"token": " ٢٠",
... | [DESCRIPTION]: Arabic numerals
[EXPLANATION]: This feature activates on Arabic numeral tokens. | {
"arb_Arab": 1,
"cmn_Hani": null,
"deu_Latn": null,
"eng": null,
"fra_Latn": null
} | {
"arb_Arab": 0.9992017030335285,
"cmn_Hani": 0.00026609898882384245,
"deu_Latn": null,
"eng": 0.0005321979776476849,
"fra_Latn": null
} | feature_10001_complete.json |
0 | 10,002 | Unknown | No explanation | [
"<<تعريف>> الارتباط cookie ، بادر بالاطلاع على سياسة ملفات <<تعريف>> ارتباط.Cookie",
" إدارته سياسة ملفات <<تعريف>> الارتباط تفاصيل الاتصال المستثمرون يرجى ملء جميع الحقول",
" من اقامة اليوم التمريضي هو <<تعريف>> الطلاب بالإجراءات التمريضية البسيطة",
"ا فقط. يتم تعيين إعدادات ملفات <<تعريف>> الارتباط على... | [
{
"activations": [
0,
3.423828125,
0,
0,
0,
0,
0,
1.529296875,
0,
0,
0,
3.5,
0,
0,
0,
0
],
"max_val": 3.5,
"tokens": [
285,
36968,
43703,
30075,
1602,
104063,
943... | 1.869129 | [
{
"average_activation": 3.370200892857143,
"frequency": 70,
"token": " تعريف",
"token_id": 36968
},
{
"average_activation": 2.7802372685185186,
"frequency": 27,
"token": "قراءة",
"token_id": 44800
},
{
"average_activation": 2.53125,
"frequency": 1,
"token": " الرج... | {
"arb_Arab": 1,
"cmn_Hani": null,
"deu_Latn": null,
"eng": null,
"fra_Latn": null
} | {
"arb_Arab": 0.4028941355674029,
"cmn_Hani": 0.11246509266311247,
"deu_Latn": 0.11348057882711349,
"eng": 0.10891089108910891,
"fra_Latn": 0.26224930185326223
} | feature_10002_complete.json | |
0 | 10,003 | Unknown | No explanation | [
" halage, traversé une partie du <<Pays>> de Seignanx. Elle a",
"ois flamand, notons que le <<Pays>> Cœur de Flandre comprend lui aussi des",
"au, devenue la Maison royale des <<Pays-Bas>> en 1815, sont enter",
" Basse-Saxe), une partie des <<Pays-Bas>> et de la péninsule",
". Notons que le <<Pays>> Cœ... | [
{
"activations": [
0,
0,
0,
0,
0,
0,
0,
0,
3.0546875,
0,
0,
0,
0,
0,
0,
0
],
"max_val": 3.0546875,
"tokens": [
236,
4875,
485,
16,
52505,
446,
2689,
377,
... | 1.905392 | [
{
"average_activation": 2.8884249281609193,
"frequency": 87,
"token": " Pays",
"token_id": 15541
},
{
"average_activation": 2.717548076923077,
"frequency": 13,
"token": " Mits",
"token_id": 43425
},
{
"average_activation": 2.18701171875,
"frequency": 4,
"token": "... | {
"arb_Arab": 0.02,
"cmn_Hani": null,
"deu_Latn": 0.13,
"eng": 0.03,
"fra_Latn": 0.82
} | {
"arb_Arab": 0.03428371523526325,
"cmn_Hani": 0.05212524051075739,
"deu_Latn": 0.30960293860416305,
"eng": 0.15025362952597515,
"fra_Latn": 0.45373447612384116
} | feature_10003_complete.json | |
0 | 10,004 | Unknown | No explanation | [
"月底前往藍色 <<珊瑚礁>> ，民宿位在花蓮南端台11線公路",
"马尔代夫环 <<礁>> 链纳希德. 不进口 中国无法说",
"0411-84663717 地址：黑石 <<礁>> 辰熙大厦",
"第2年白化，使前景黯淡。 大堡 <<礁>> 海洋",
"紧邻古赖尔购物中心及 <<礁>> 石购物中心。 客房 58 间",
"<<礁>> 了，主人翁方玉琪带着腥味的咸水，失去了",
"尼兰杜环 <<礁>> 的消息 软件名称：乌克兰的提诉注定失败",
"御环境变化例如在澳大利亚外海大堡 <<礁>> 等 <<珊瑚礁>> 发现",
"又感動！ 我的幸福就從藍色 <<珊瑚礁>> 開始〜*\\",
"中... | [
{
"activations": [
0,
0,
0,
0,
2.208984375,
3.25390625,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
],
"max_val": 3.25390625,
"tokens": [
25,
39129,
19841,
90875,
96501,
66692,
... | 1.918504 | [
{
"average_activation": 2.733698918269231,
"frequency": 52,
"token": " بالسجن",
"token_id": 41807
},
{
"average_activation": 3.165546875,
"frequency": 25,
"token": "礁",
"token_id": 66692
},
{
"average_activation": 2.7091346153846154,
"frequency": 13,
"token": "akt... | {
"arb_Arab": 0.52,
"cmn_Hani": 0.31,
"deu_Latn": 0.17,
"eng": null,
"fra_Latn": null
} | {
"arb_Arab": 0.4109090909090909,
"cmn_Hani": 0.2696969696969697,
"deu_Latn": 0.1484848484848485,
"eng": 0.07666666666666666,
"fra_Latn": 0.09424242424242424
} | feature_10004_complete.json | |
0 | 10,005 | Unknown | No explanation | [". She’s a <<fighter>> Though Sansa needed rescuing sometimes ("," brutal and often would end in(...TRUNCATED) | [{"activations":[0.0,0.0,0.0,0.0,0.0,0.0,10.375,0.0,-0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0],"max_val":10.3(...TRUNCATED) | 4.355981 | [{"average_activation":7.777669270833333,"frequency":12,"token":" Kämpfer","token_id":113091},{"ave(...TRUNCATED) | {
"arb_Arab": 0.37,
"cmn_Hani": null,
"deu_Latn": 0.35,
"eng": 0.19,
"fra_Latn": 0.09
} | {
"arb_Arab": 0.309375,
"cmn_Hani": 0.034375,
"deu_Latn": 0.4125,
"eng": 0.11875,
"fra_Latn": 0.125
} | feature_10005_complete.json | |
0 | 10,006 | Unknown | No explanation | ["<<-Tüpfelchen setzt>> ein filigranes Schleifchen mit"," neben <<einander setzt.>> Durch den Auf(...TRUNCATED) | [{"activations":[0.0,0.0,0.0,-0.0,-0.0,-0.0,4.2734375,0.0,0.0,0.0,-0.0,-0.0,-0.0,-0.0,-0.0,0.0],"max(...TRUNCATED) | 3.047239 | [{"average_activation":4.09375,"frequency":100,"token":" setzt","token_id":17215},{"average_activati(...TRUNCATED) | {
"arb_Arab": null,
"cmn_Hani": null,
"deu_Latn": 1,
"eng": null,
"fra_Latn": null
} | {"arb_Arab":0.3865877712031558,"cmn_Hani":0.08954635108481263,"deu_Latn":0.3739644970414201,"eng":0.(...TRUNCATED) | feature_10006_complete.json | |
0 | 10,007 | Unknown | No explanation | [" العاملة بنظام اندرويد وير من استلام التن <<بيهات ورسا(...TRUNCATED) | [{"activations":[-0.0,-0.0,-0.0,-0.0,0.0,-0.0,-0.0,-0.0,-0.0,-0.0,2.970703125,0.0,-0.0,-0.0,-0.0,-0.(...TRUNCATED) | 1.827848 | [{"average_activation":2.6352696572580645,"frequency":31,"token":" هيل","token_id":54749},{"avera(...TRUNCATED) | {
"arb_Arab": 0.86,
"cmn_Hani": null,
"deu_Latn": null,
"eng": null,
"fra_Latn": 0.14
} | {"arb_Arab":0.23026086956521738,"cmn_Hani":0.13182608695652173,"deu_Latn":0.19165217391304348,"eng":(...TRUNCATED) | feature_10007_complete.json | |
0 | 10,008 | Unknown | No explanation | [" der Customer <<-Journey-Optimierung>> auf Basis von Attribution-Modellen"," Anonymisierungssoftw(...TRUNCATED) | [{"activations":[-0.0,-0.0,-0.0,0.0,-0.0,-0.0,0.0,2.751953125,0.0,-0.0,0.0,-0.0,-0.0,0.0,-0.0,-0.0],(...TRUNCATED) | 1.851403 | [{"average_activation":2.536159206081081,"frequency":37,"token":" optimize","token_id":27791},{"aver(...TRUNCATED) | {
"arb_Arab": 0.01,
"cmn_Hani": null,
"deu_Latn": 0.36,
"eng": 0.5,
"fra_Latn": 0.13
} | {"arb_Arab":0.21044386422976502,"cmn_Hani":0.35117493472584854,"deu_Latn":0.07049608355091384,"eng":(...TRUNCATED) | feature_10008_complete.json |
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GPT2 Multilingual 20% AutoInterp Features
This dataset contains feature interpretations for GPT2 Multilingual model with 20% sparsity.
Structure
data/layer0.parquet- Features for layer 0data/layer1.parquet- Features for layer 1- ...
data/layer11.parquet- Features for layer 11
Each parquet file contains feature interpretation data including:
- Feature activations
- Top examples
- Interpretations
- And other feature analysis data
Usage
from datasets import load_dataset
# Load specific layer
dataset = load_dataset("fdraye/autointerp-gpt2-multilingual-20", data_files="data/layer0.parquet")
# Load all layers
dataset = load_dataset("fdraye/autointerp-gpt2-multilingual-20", data_files="data/*.parquet")
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