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 | [
"ها المكونة من 200،000 منصة وإليكم مخطط <<نسب>> كل متصفح.",
"امراض السرطان -السمنه -يوجد ها <<نسبه>> كبيرة من الهرم",
" الغذائية والوزن في كل منتج هي فقط <<نسب>> متوسطة. نحن دائماً نن",
" صرفها للمحافظة تترافق مع <<نسب>> إنجاز المشروع المقدمة من قبلهم. وكان",
"فى جهاز الإسعاف والطوارئ ما <<نسب>> إليه م... | [
{
"activations": [
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
3.3671875,
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0,
0
],
"max_val": 3.3671875,
"tokens": [
2632,
610,
64123,
264,
489,
1042,
476,
1369,
... | 1.83147 | [
{
"average_activation": 3.215359669811321,
"frequency": 53,
"token": " نسب",
"token_id": 34201
},
{
"average_activation": 2.6166204637096775,
"frequency": 31,
"token": "ثل",
"token_id": 4387
},
{
"average_activation": 2.614032451923077,
"frequency": 13,
"token": "... | {
"arb_Arab": 0.85,
"cmn_Hani": 0.01,
"deu_Latn": 0.02,
"eng": 0.09,
"fra_Latn": 0.03
} | {
"arb_Arab": 0.45667970933482394,
"cmn_Hani": 0.24874231414197875,
"deu_Latn": 0.07015092230296255,
"eng": 0.15399664617104528,
"fra_Latn": 0.07043040804918949
} | feature_0_complete.json | |
0 | 10,000 | Unknown | No explanation | [
"，花蔓更是用它破坏生态。 <<金>> 仙石： 每秒",
"大乳圖 本站內容有~，未滿法定年齡人士請勿進入本站。 相關網站 真人裸聊秀場 <<金>> 瓶梅視訊聊天室",
"\"一张卡花了多少钱??? 乐, 第3名 <<金>> 牛座",
"地方。 相关阅读 <<金>> 太祖陵 <<金>> 太祖陵始建于",
"~~认命吧~~ 反正也没有很正~~哈 XD <<金>> 牛",
"开发，从此发展进入快车道。 <<金>> 花茶是唯一黄",
"星运：金牛座2016年运势完整版 <<金>> 牛座在恋爱中",
"打碎块儿或尅一连串。 <<金>> 三施展被",
" 網路視訊 <<金>> 瓶梅2愛的奴隸 show視... | [
{
"activations": [
0,
0,
0,
0,
0,
0,
0,
0,
0,
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3.060546875,
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0,
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0
],
"max_val": 3.060546875,
"tokens": [
5489,
323,
3454,
62514,
20627,
872,
4197,
... | 1.979285 | [
{
"average_activation": 2.89111328125,
"frequency": 84,
"token": " 金",
"token_id": 48951
},
{
"average_activation": 2.728515625,
"frequency": 14,
"token": "朴",
"token_id": 28769
},
{
"average_activation": 2.7109375,
"frequency": 4,
"token": "之际",
"token_id": 4... | {
"arb_Arab": null,
"cmn_Hani": 1,
"deu_Latn": null,
"eng": null,
"fra_Latn": null
} | {
"arb_Arab": 0.08962902789060384,
"cmn_Hani": 0.8461955050094774,
"deu_Latn": 0.015976171134578932,
"eng": 0.03330625507717303,
"fra_Latn": 0.014893040888166802
} | feature_10000_complete.json | |
0 | 10,001 | Unknown | No explanation | [
" le général allemand Gert <<-Johannes Hagemann,>> commandant la BFA,",
" Begrüß <<ung. Hagmann>> betonte, dass die Zusteller jede Nacht bei Wind",
" von Weltruf. Die <<Hagia>> Sophia oder der Topkapi Palast zählen",
" following nationwide. Founded by longtime friends <<Hagop>> Giragossian, Qu",
" la <<... | [
{
"activations": [
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0,
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0,
0,
0,
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0,
3.07421875,
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0
],
"max_val": 3.07421875,
"tokens": [
633,
289,
3862,
19403,
88331,
17,
82673,
14... | 1.934023 | [
{
"average_activation": 2.9325086805555554,
"frequency": 45,
"token": " Hag",
"token_id": 46766
},
{
"average_activation": 2.423095703125,
"frequency": 24,
"token": " وزراء",
"token_id": 32475
},
{
"average_activation": 2.8323567708333335,
"frequency": 12,
"token"... | {
"arb_Arab": 0.26,
"cmn_Hani": 0.04,
"deu_Latn": 0.16,
"eng": 0.35,
"fra_Latn": 0.19
} | {
"arb_Arab": 0.068830242510699,
"cmn_Hani": 0.09700427960057062,
"deu_Latn": 0.30527817403708984,
"eng": 0.3174037089871612,
"fra_Latn": 0.21148359486447932
} | feature_10001_complete.json | |
0 | 10,002 | Unknown | No explanation | [
"长江医院看了男科， <<�>> �州医院那个长江好吗？",
"。听说 <<�>> �州幼儿师范学校坐几路公交车？？急",
" 版权所有：涡阳农村商业银行 地址： <<�>> �州市涡阳县",
"师学校是不是正规的,答：填第一志愿 我在 <<�>> �",
",答： <<�>> �州师范学校是正规的，检查说有小",
"明博政府继续侵害朝鲜主权、 <<�>> �渎朝鲜民族",
"有点感,答：去过，好着呢! <<�>> �州",
"和妓女情欲 <<�>> �进，乳房饱胀高挺。 美国",
"上午11点左右，看着 <<�>> �州培训机构。周期短、",
"伙伴，换成学院塑造出下黑心终 <<�>> ... | [
{
"activations": [
0,
0,
0,
0,
0,
0,
0,
0,
3.1484375,
0,
0,
0,
0,
0,
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0
],
"max_val": 3.1484375,
"tokens": [
5007,
64299,
10991,
24523,
4331,
2859,
323,
1... | 1.948707 | [
{
"average_activation": 2.715029761904762,
"frequency": 42,
"token": "状",
"token_id": 8234
},
{
"average_activation": 3.0296875,
"frequency": 35,
"token": "�",
"token_id": 350
},
{
"average_activation": 2.8125,
"frequency": 11,
"token": "TripAdvisor",
"token_i... | {
"arb_Arab": 0.01,
"cmn_Hani": 0.9,
"deu_Latn": 0.09,
"eng": null,
"fra_Latn": null
} | {
"arb_Arab": 0.23020625415834997,
"cmn_Hani": 0.2940785096473719,
"deu_Latn": 0.2192282102461743,
"eng": 0.09481037924151696,
"fra_Latn": 0.16167664670658682
} | feature_10002_complete.json | |
0 | 10,003 | Unknown | No explanation | [
" zu beschwören und die Daumen sollten bis kurz <<vorm>> Wochenende mollig warm",
" wir mit der guten Nachricht für Schamanen an: Die <<vormals>> erhöhte",
" werden immer mehr. In den letzten beiden freien Wochen wiederholen sie <<vormittags>>",
"Winter’s Bone“, „ <<Sommer vorm>> Balkon“, „Die Fremde“",
... | [
{
"activations": [
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
3.201171875,
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0
],
"max_val": 3.201171875,
"tokens": [
42290,
666,
6638,
91,
44576,
393,
443,
75... | 2.016385 | [
{
"average_activation": 2.912959929435484,
"frequency": 62,
"token": " Eis",
"token_id": 23189
},
{
"average_activation": 2.876103940217391,
"frequency": 23,
"token": " auff",
"token_id": 33246
},
{
"average_activation": 3.0287760416666667,
"frequency": 15,
"token... | {
"arb_Arab": null,
"cmn_Hani": null,
"deu_Latn": 1,
"eng": null,
"fra_Latn": null
} | {
"arb_Arab": 0.05058365758754864,
"cmn_Hani": 0.061284046692607,
"deu_Latn": 0.8443579766536965,
"eng": 0.010214007782101167,
"fra_Latn": 0.03356031128404669
} | feature_10003_complete.json | |
0 | 10,004 | Unknown | No explanation | [
" تك <<تيكي>> بملعب الأمير محمد العبد الله الفيصل بإشراف المدير الفني كريستيان جر",
" لكي ورميلان ي <<كيتي>> ميديا – Yekiti media كركي",
"<<اميركيين>> يريدون تدمير سوريا وتخريب المنطقة العربية برمتها\".",
" م <<بيكي>> سيزور السودان يوم الخميس المقبل على رأس وفد يضم رجال أعمال",
" لدى الناس ف <<دينامكيته... | [
{
"activations": [
0,
0,
0,
4.58203125,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
],
"max_val": 4.58203125,
"tokens": [
448,
11723,
1634,
3901,
56743,
3306,
9139,
... | 3.541518 | [
{
"average_activation": 4.473338895631068,
"frequency": 103,
"token": "كي",
"token_id": 3901
},
{
"average_activation": 3.6171875,
"frequency": 1,
"token": "بي",
"token_id": 1391
}
] | {
"arb_Arab": 1,
"cmn_Hani": null,
"deu_Latn": null,
"eng": null,
"fra_Latn": null
} | {
"arb_Arab": 0.9984089101034208,
"cmn_Hani": 0.0015910898965791568,
"deu_Latn": null,
"eng": null,
"fra_Latn": null
} | feature_10004_complete.json | |
0 | 10,005 | Unknown | No explanation | [" days. To <<browse>> through BDEX’s full list of segments and"," excels here, with a streamline(...TRUNCATED) | [{"activations":[-0.0,-0.0,-0.0,-0.0,2.9921875,-0.0,-0.0,-0.0,-0.0,-0.0,-0.0,-0.0,-0.0,-0.0,0.0,-0.0(...TRUNCATED) | 1.905781 | [{"average_activation":2.7435128348214284,"frequency":28,"token":" consultation","token_id":12377},{(...TRUNCATED) | {
"arb_Arab": 0.24,
"cmn_Hani": 0.01,
"deu_Latn": 0.09,
"eng": 0.47,
"fra_Latn": 0.19
} | {"arb_Arab":0.11865618298784847,"cmn_Hani":0.091493924231594,"deu_Latn":0.22301644031451037,"eng":0.(...TRUNCATED) | feature_10005_complete.json | |
0 | 10,006 | Unknown | No explanation | ["结果 5月20日上午，由中国文物保护 <<基金会>> 和腾讯公益慈善 <<基金会>>",(...TRUNCATED) | [{"activations":[-0.0,0.0,-0.0,-0.0,-0.0,-0.0,-0.0,-0.0,0.0,-0.0,3.80078125,-0.0,0.0,-0.0,-0.0,3.884(...TRUNCATED) | 1.957487 | [{"average_activation":3.5794046336206895,"frequency":29,"token":"发布会","token_id":54484},{"ave(...TRUNCATED) | {
"arb_Arab": null,
"cmn_Hani": 0.99,
"deu_Latn": null,
"eng": 0.01,
"fra_Latn": null
} | {"arb_Arab":0.00044169611307420494,"cmn_Hani":0.9962455830388692,"deu_Latn":0.0015459363957597172,"e(...TRUNCATED) | feature_10006_complete.json | |
0 | 10,007 | Unknown | No explanation | [" conformité à la <<Directive Européenne>> 93/42/CEE (dispositifs médicaux"," pour le compte d(...TRUNCATED) | [{"activations":[-0.0,-0.0,-0.0,-0.0,2.642578125,3.435546875,-0.0,-0.0,-0.0,-0.0,0.0,-0.0,-0.0,-0.0,(...TRUNCATED) | 1.994555 | [{"average_activation":2.7036758814102564,"frequency":39,"token":" السلع","token_id":40867},{"a(...TRUNCATED) | {
"arb_Arab": 0.48,
"cmn_Hani": 0.01,
"deu_Latn": null,
"eng": null,
"fra_Latn": 0.51
} | {"arb_Arab":0.5072153928380545,"cmn_Hani":0.13121325494388028,"deu_Latn":0.08979155531801176,"eng":0(...TRUNCATED) | feature_10007_complete.json | |
0 | 10,008 | Unknown | No explanation | ["؟ أعجب اين <<شتاين>> بالفكرة ، ووقف السائق على المنصة ، (...TRUNCATED) | [{"activations":[-0.0,-0.0,-0.0,-0.0,7.03515625,-0.0,-0.0,-0.0,0.0,-0.0,-0.0,-0.0,-0.0,0.0,-0.0,-0.0(...TRUNCATED) | 3.808281 | [{"average_activation":6.877665011682243,"frequency":107,"token":"ش","token_id":499},{"average_acti(...TRUNCATED) | {
"arb_Arab": 1,
"cmn_Hani": null,
"deu_Latn": null,
"eng": null,
"fra_Latn": null
} | {"arb_Arab":0.9395973154362416,"cmn_Hani":0.05921831819976313,"deu_Latn":null,"eng":0.00059218318199(...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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