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 generated | [
"<<لاحياتكم ولا>> ص <<لاحيات قياداتكم>> وإن كنتم مع",
"<<ان ولا>> ن <<وم ولا>> وجود عذر حتى يخرج وقتها لا يكون",
"<<ية ولاية>> منذ ذلك التاريخ. وكانت كلينتون فازت أم",
"ربين لها <<ولاعزائها>> الا أنها ستكون دائ",
" الن <<ادي ولاعبيه.>> رد فعل الأهلي على عق",
"زل، مما ادى إلى وف <<اته ولا>> يشتبه ف... | [
{
"activations": [
0,
0,
0,
0,
10.9765625,
0,
0,
0,
7.0703125,
0,
0,
0,
0,
0,
0,
0
],
"max_val": 10.9765625,
"tokens": [
93172,
105889,
103323,
103473,
111120,
93172,
... | 6.966738 | [
{
"average_activation": 10.85134548611111,
"frequency": 108,
"token": " ولا",
"token_id": 111120
},
{
"average_activation": 7.0703125,
"frequency": 1,
"token": " قي",
"token_id": 119353
},
{
"average_activation": 6.7890625,
"frequency": 1,
"token": " وزار",
"t... | {
"arb_Arab": 1,
"cmn_Hani": null,
"deu_Latn": null,
"eng": null,
"fra_Latn": null
} | {
"arb_Arab": 0.3894849785407725,
"cmn_Hani": 0.47880901287553645,
"deu_Latn": 0.1223175965665236,
"eng": 0.006169527896995708,
"fra_Latn": 0.003218884120171674
} | feature_0_complete.json | |
0 | 1,000 | Unknown | No explanation generated | [
" plus spéc <<ifiquement>> vers les paramètres suivants : antécédents",
"opes spéc <<ifiques>> selon chaque genre. - Votre email : il nous",
" spéc <<ifiquement>> destinés aux minorités raciales désavantagées",
" plus spéc <<ifiquement>> muséale ou non, et s’il était lé",
" œuvres spéc <<ifiques>> ou b... | [
{
"activations": [
0,
0,
0,
16.453125,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
],
"max_val": 16.453125,
"tokens": [
306,
5636,
71269,
333,
81235,
5553,
3625,
171... | 12.069059 | [
{
"average_activation": 16.004324776785715,
"frequency": 56,
"token": "if",
"token_id": 333
}
] | {
"arb_Arab": null,
"cmn_Hani": null,
"deu_Latn": 0.12,
"eng": 0.03,
"fra_Latn": 0.85
} | {
"arb_Arab": 0.03780864197530864,
"cmn_Hani": 0.034722222222222224,
"deu_Latn": 0.21064814814814814,
"eng": 0.030864197530864196,
"fra_Latn": 0.6859567901234568
} | feature_1000_complete.json | |
0 | 1,001 | Unknown | No explanation generated | [
" for support users. if you need support, you can buy products directly from",
" for any loss sustained by you or any person who <<relies>> on this publication.",
" for extra shipping costs and price difference in case the desired replacement is priced higher",
"<<iously responsible>> and liable for the act... | [
{
"activations": [
20.640625,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
],
"max_val": 20.640625,
"tokens": [
8647,
369,
1862,
3932,
13,
422,
499,
1205,
... | 9.412419 | [
{
"average_activation": 19.41826923076923,
"frequency": 52,
"token": " respons",
"token_id": 4294
},
{
"average_activation": 19.978219696969695,
"frequency": 33,
"token": " responsible",
"token_id": 8647
},
{
"average_activation": 19.24609375,
"frequency": 4,
"tok... | {
"arb_Arab": null,
"cmn_Hani": null,
"deu_Latn": null,
"eng": 0.43,
"fra_Latn": 0.57
} | {
"arb_Arab": 0.2024407753050969,
"cmn_Hani": 0.16511127063890882,
"deu_Latn": 0.1249102656137832,
"eng": 0.3137114142139268,
"fra_Latn": 0.19382627422828427
} | feature_1001_complete.json | |
0 | 1,002 | Unknown | No explanation generated | [
" das Form <<ular>> aus und klicken Sie auf „Senden“. Selbstver",
" dem Sie einkaufen nach dem Form <<ular>> für die Mehrwertsteu",
" départ. Il a part la suite connu le succès en Form <<ule>> Atl",
" im obigen Form <<ular>> eintragen oder vergleichen Sie alle Unt",
" Sie können uns auch über das folgen... | [
{
"activations": [
0,
0,
0,
10.03125,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
],
"max_val": 10.03125,
"tokens": [
68482,
6754,
3459,
1299,
9608,
2073,
597,
94890... | 6.334632 | [
{
"average_activation": 9.502604166666666,
"frequency": 21,
"token": "atur",
"token_id": 2693
},
{
"average_activation": 9.178199404761905,
"frequency": 21,
"token": "ature",
"token_id": 1598
},
{
"average_activation": 9.585546875,
"frequency": 20,
"token": "ular"... | {
"arb_Arab": null,
"cmn_Hani": null,
"deu_Latn": 0.58,
"eng": null,
"fra_Latn": 0.42
} | {
"arb_Arab": 0.01071602532878714,
"cmn_Hani": 0.05260594252313687,
"deu_Latn": 0.2795908426692645,
"eng": 0.09303458353628836,
"fra_Latn": 0.5640526059425232
} | feature_1002_complete.json | |
0 | 1,003 | Unknown | No explanation generated | [
" يع <<اني منها>> نجم السامبا مع القضاء الإسباني.",
"ية للأم و تح <<سن منها>> و هناك العديد من الشركات التي تو",
" منذ مدة ز <<ادت منها>> عملية احتجاز الرهائن",
" مه <<ام منها>> الترويج للاشتراك في العضوية،",
"<<شتكي منها>> المسافرون ومساندة الأجهزة الأ",
"<<منها>> الدعوة إلى تعطيل أحكام الدستور وال... | [
{
"activations": [
0,
0,
0,
9.546875,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
],
"max_val": 9.546875,
"tokens": [
102626,
106097,
102482,
115469,
51343,
100860,
100649... | 7.038462 | [
{
"average_activation": 9.305501302083334,
"frequency": 96,
"token": " منها",
"token_id": 115469
},
{
"average_activation": 7.39453125,
"frequency": 1,
"token": "صول",
"token_id": 104600
},
{
"average_activation": 7.16015625,
"frequency": 1,
"token": " آخر",
"... | {
"arb_Arab": 1,
"cmn_Hani": null,
"deu_Latn": null,
"eng": null,
"fra_Latn": null
} | {
"arb_Arab": 0.7167505391804457,
"cmn_Hani": 0.05391804457225018,
"deu_Latn": 0.006470165348670022,
"eng": 0.06218547807332854,
"fra_Latn": 0.16067577282530554
} | feature_1003_complete.json | |
0 | 1,004 | Unknown | No explanation generated | [
"ذكر أن <<القرية>> تعاني من أزمة سكانية نتيجة",
" بناءً على <<القرار>> المشترك مع وزارة الخدمة المدن",
" في <<القرار>> يشملها تطبيق نوعين من العقوبات وهي",
" على <<القرى>> التي تصل بين محافظتي عفرين وحلب\".",
"كدا أن ذلك <<القرار>> يتم تنفيذه بشكل قانوني بالتس",
". نرجو أن ي <<لقى القراء>> في هذا ال... | [
{
"activations": [
0,
0,
0,
10.03125,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
],
"max_val": 10.03125,
"tokens": [
38624,
125177,
100822,
107568,
74541,
101362,
102482,... | 7.05188 | [
{
"average_activation": 9.873067876344086,
"frequency": 93,
"token": " القر",
"token_id": 107568
},
{
"average_activation": 7.233072916666667,
"frequency": 3,
"token": "ائ",
"token_id": 100462
},
{
"average_activation": 7.076171875,
"frequency": 2,
"token": " وأن"... | {
"arb_Arab": 1,
"cmn_Hani": null,
"deu_Latn": null,
"eng": null,
"fra_Latn": null
} | {
"arb_Arab": 0.8453117563065207,
"cmn_Hani": 0.03426939552594003,
"deu_Latn": 0.0823417420276059,
"eng": 0.019752498810090433,
"fra_Latn": 0.01832460732984293
} | feature_1004_complete.json | |
0 | 1,005 | Unknown | No explanation generated | ["軍機敘國 <<�>> �毀 32人全遇難","消息報道，這架軍用運輸機是在?陸時 <<(...TRUNCATED) | [{"activations":[0.0,0.0,0.0,0.0,0.0,0.0,10.40625,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0],"max_val":10.(...TRUNCATED) | 6.874309 | [{"average_activation":10.146763392857142,"frequency":28,"token":"�","token_id":43244},{"average_a(...TRUNCATED) | {
"arb_Arab": null,
"cmn_Hani": 1,
"deu_Latn": null,
"eng": null,
"fra_Latn": null
} | {"arb_Arab":0.07139265962795374,"cmn_Hani":0.8705379587732529,"deu_Latn":0.03418803418803419,"eng":0(...TRUNCATED) | feature_1005_complete.json | |
0 | 1,006 | Unknown | No explanation generated | [" fumeurs j'vais mourir intoxiqué 😷— S <<AB>>"," the newer Communities and Older People’s P(...TRUNCATED) | [{"activations":[0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,8.375],"max_val":8.375,(...TRUNCATED) | 5.896177 | [{"average_activation":8.00072337962963,"frequency":27,"token":"ache","token_id":1815},{"average_act(...TRUNCATED) | {
"arb_Arab": null,
"cmn_Hani": 0.02,
"deu_Latn": 0.69,
"eng": 0.1,
"fra_Latn": 0.19
} | {"arb_Arab":0.38832997987927564,"cmn_Hani":0.018108651911468814,"deu_Latn":0.3074446680080483,"eng":(...TRUNCATED) | feature_1006_complete.json | |
0 | 1,007 | Unknown | No explanation generated | ["ية التج <<ارة القارية.>> وتابع الرئيس السيسي، ارتف"," ال(...TRUNCATED) | [{"activations":[0.0,0.0,0.0,0.0,13.8203125,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0],"max_val":1(...TRUNCATED) | 9.388039 | [
{
"average_activation": 13.68329326923077,
"frequency": 104,
"token": " الق",
"token_id": 100864
}
] | {
"arb_Arab": 1,
"cmn_Hani": null,
"deu_Latn": null,
"eng": null,
"fra_Latn": null
} | {"arb_Arab":0.8996598639455783,"cmn_Hani":0.055272108843537414,"deu_Latn":0.013038548752834467,"eng"(...TRUNCATED) | feature_1007_complete.json | |
0 | 1,008 | Unknown | No explanation generated | ["<<stinien était>> déjà sur nos terres, de facto, en raison de","usoglu (à dro <<ite), était>(...TRUNCATED) | [{"activations":[0.0,0.0,0.0,8.34375,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0],"max_val":8.34(...TRUNCATED) | 6.597654 | [{"average_activation":8.194234913793103,"frequency":58,"token":" était","token_id":43989},{"averag(...TRUNCATED) | {
"arb_Arab": null,
"cmn_Hani": 0.43,
"deu_Latn": null,
"eng": null,
"fra_Latn": 0.57
} | {"arb_Arab":0.43188994136220116,"cmn_Hani":0.2494361750112765,"deu_Latn":0.008570139828597204,"eng":(...TRUNCATED) | feature_1008_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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