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domain string | embeddings list |
|---|---|
0-0.ir | [
{
"page": "https://0-0.ir/product-tag/%DA%A9%D8%B1%D9%85-%D9%85%D8%AD%D8%A7%D9%81%D8%B8-%D8%AD%D8%B1%D8%A7%D8%B1%D8%AA-%D9%88-%D8%B6%D8%AF-%D9%88%D8%B2-%D8%AA%D8%B1%D8%B2%D9%85%DB%8C",
"emb": [
-0.18390482664108276,
0.11306587606668472,
-0.06101304665207863,
-0.04180247709155083,
... |
0-1.co.kr | [
{
"page": "https://0-1.co.kr/86",
"emb": [
0.0460214763879776,
0.22514650225639343,
0.0872846320271492,
-0.04046754911541939,
-0.2379351556301117,
-0.06391753256320953,
0.4485984444618225,
0.09813691675662994,
-0.14576062560081482,
0.14364302158355... |
0-71.ru | [
{
"page": "https://0-71.ru/politics/dr-francis-collins-sunday-on-this-week-with-george-stephanopoulos.html",
"emb": [
-0.27149343490600586,
-0.0012702131643891335,
-0.051256339997053146,
-0.05684506148099899,
0.2155010998249054,
0.07569754123687744,
-0.1107916831970... |
0-community-crossref-org.library.alliant.edu | [
{
"page": "https://0-community-crossref-org.library.alliant.edu/tag/retractions",
"emb": [
-0.18034560978412628,
-0.11483437567949295,
-0.13488440215587616,
0.060051869601011276,
0.14923778176307678,
0.3192359209060669,
-0.27251291275024414,
0.0202310979366302... |
0-www-doi-org.library.alliant.edu | [
{
"page": "https://0-www-doi-org.library.alliant.edu/the-identifier/resources/factsheets/designing-doi-applications",
"emb": [
-0.036468975245952606,
-0.0682431012392044,
-0.028772693127393723,
-0.16347341239452362,
-0.01063623558729887,
0.07950542867183685,
-0.2037... |
0-www-siop-org.library.alliant.edu | [
{
"page": "https://0-www-siop-org.library.alliant.edu/Research-Publications/Items-of-Interest/ArtMID/19366/ArticleID/7938/Disability-Inclusion-and-Accessibility-Webinar-to-Be-Held-Oct-25",
"emb": [
-0.22773882746696472,
-0.07977143675088882,
0.09166966378688812,
0.039391305297613144,... |
0.drum-equip.com | [
{
"page": "http://0.drum-equip.com/leadership-team",
"emb": [
0.036262717097997665,
-0.016180196776986122,
0.17247521877288818,
0.04961313679814339,
-0.38378089666366577,
0.01799473911523819,
0.03666609898209572,
0.3443412184715271,
0.11781708896160126,
... |
00-000.pl | [
{
"page": "http://00-000.pl/zachodniopomorskie/niechorze/72-350/",
"emb": [
-0.34989163279533386,
-0.08698997646570206,
-0.0689297690987587,
-0.04966472089290619,
-0.022049155086278915,
0.003436450380831957,
-0.047732990235090256,
0.13072918355464935,
0.... |
00035594.xyz | [
{
"page": "http://00035594.xyz",
"emb": [
-0.28309568762779236,
0.2609812319278717,
-0.22546695172786713,
-0.32022470235824585,
0.02632690779864788,
0.021370042115449905,
-0.26906633377075195,
0.21187824010849,
0.20336933434009552,
0.05828497931361... |
00049576.xyz | [
{
"page": "http://00049576.xyz",
"emb": [
0.20418678224086761,
-0.2985549867153168,
-0.04069926589727402,
-0.14585867524147034,
-0.10638415068387985,
0.032903388142585754,
-0.13711415231227875,
0.019286492839455605,
-0.2128928154706955,
0.001516709... |
002349.cn | [
{
"page": "http://002349.cn/html/03e699912.html",
"emb": [
-0.21554948389530182,
0.3824867010116577,
-0.007120269350707531,
-0.11098629236221313,
-0.05229562148451805,
-0.10268796235322952,
0.22635461390018463,
0.4115830659866333,
-0.03339303657412529,
... |
004-ama.com | [
{
"page": "https://004-ama.com/tag/srhafdfdiofbamazon/",
"emb": [
-0.282134473323822,
0.14465400576591492,
-0.15295098721981049,
-0.056277696043252945,
0.13448935747146606,
0.07796259969472885,
0.2764325737953186,
0.08279751986265182,
-0.2328831553459167... |
0086xianhua.com | [
{
"page": "https://0086xianhua.com/info/589465",
"emb": [
-0.007842672057449818,
0.20991471409797668,
-0.08121448755264282,
0.005660312250256538,
-0.09817658364772797,
-0.09995895624160767,
0.14696559309959412,
0.14773687720298767,
0.2061736285686493,
... |
009-cre.com | [
{
"page": "https://009-cre.com/2021/06/13/lyuboviana%E3%82%AB%E3%83%BC%E3%83%89%E4%BD%BF%E3%81%88%E3%81%AA%E3%81%84/",
"emb": [
-0.22093358635902405,
0.020082684233784676,
-0.09843435883522034,
-0.10204853117465973,
-0.06761665642261505,
0.05279698222875595,
0.08789... |
0098like.ir | [
{
"page": "https://0098like.ir/purchase/buy/280",
"emb": [
-0.17198210954666138,
-0.12209083884954453,
0.005869496613740921,
-0.17606176435947418,
-0.17526879906654358,
-0.12152741849422455,
-0.09954270720481873,
0.11859329789876938,
0.13525593280792236,... |
009game.me | [
{
"page": "https://009game.me/dang-ky/",
"emb": [
0.058846164494752884,
0.02635665237903595,
-0.26093050837516785,
-0.24003350734710693,
-0.34986788034439087,
0.020553339272737503,
0.009390219114720821,
0.17567045986652374,
0.13944411277770996,
0.1... |
00f.pl | [
{
"page": "https://00f.pl/pudlo/page/2/",
"emb": [
0.1484682410955429,
0.03187253326177597,
0.02172400802373886,
0.17570172250270844,
0.06331374496221542,
-0.23928385972976685,
-0.023775871843099594,
-0.23945267498493195,
-0.033262912184000015,
0.0... |
00mmmmm.com | [
{
"page": "http://00mmmmm.com/htm/2024/11/10/renqinvyou/649771.html",
"emb": [
0.24044188857078552,
-0.23012572526931763,
0.07863254845142365,
0.001342862844467163,
-0.0691886767745018,
0.04994042590260506,
-0.013160846196115017,
-0.1667870581150055,
-0.... |
End of preview.
CrediBench Web Content Embeddings (December 2024)
This repository contains MiniLLM_MultiLingual_V2 embeddings for the CrediBench WebContent (December 2024) dataset.
Source dataset:
https://huggingface.co/datasets/Hussein-Abdallah/CrediBench-WebContent-Dec2024_CochranSampled
Overview
The source dataset is a Cochran-sampled subset of the December 2024 CrediBench WebContent corpus. Documents are sampled independently for each web domain using Cochran's sampling formula to produce a representative subset while reducing storage and computation.
Dataset Structure
The embeddings are distributed across 1,800 Parquet shard files.
An index file, 'warc_warc_bysampledoffset_ccmain202451_shards_index.parquet'
maps each web domain to the shard(s) that contain its document embeddings.
Example:
{
"example.com": [0, 15, 128],
"wikipedia.org": [2, 8],
"github.com": [31]
}
This index allows efficient retrieval of embeddings for a specific web domain without scanning all shard files.
Embedding Model
- Model: MiniLLM_MultiLingual_V2
- Embedding granularity: One embedding per sampled document.
Usage
- Load the index file.
- Look up the target web domain.
- Read only the corresponding shard files.
- Filter documents belonging to the requested domain if necessary.
Citation
If you use this dataset in your research, please cite the CrediBench dataset and this embedding release.
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