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new file mode 100644
index 0000000000000000000000000000000000000000..87e654bb308782431638e9427dd9a0d1749f58b0
--- /dev/null
+++ b/.gitattributes
@@ -0,0 +1 @@
+*.csv filter=lfs diff=lfs merge=lfs -text
diff --git a/.gitignore b/.gitignore
new file mode 100644
index 0000000000000000000000000000000000000000..8d979a0e05db3b2bb568ca7e7705fb7d981bef80
--- /dev/null
+++ b/.gitignore
@@ -0,0 +1,2 @@
+.DS_Store
+.idea/*
diff --git a/README.md b/README.md
new file mode 100644
index 0000000000000000000000000000000000000000..2f29defcccd06a0bbd06dea712d83b992e0cd805
--- /dev/null
+++ b/README.md
@@ -0,0 +1,563 @@
+---
+license: apache-2.0
+language:
+- amh
+- ara
+- asm
+- aym
+- ben
+- bul
+- bzd
+- cat
+- cni
+- deu
+- ell
+- eng
+- ewe
+- fra
+- grn
+- guj
+- hau
+- hch
+- hin
+- ibo
+- ind
+- jpn
+- kan
+- kin
+- kor
+- lin
+- lug
+- mal
+- mar
+- mya
+- nah
+- ori
+- orm
+- oto
+- pan
+- pat
+- pol
+- por
+- quy
+- ron
+- rus
+- shp
+- sna
+- sot
+- spa
+- swa
+- tam
+- tar
+- tel
+- tha
+- tur
+- twi
+- urd
+- vie
+- wol
+- xho
+- yor
+- zho
+- zul
+
+size_categories:
+- n<1K
+
+multilinguality:
+- multilingual
+
+pretty_name: globalnli
+
+language_details: eng, amh, asm, aym, ara, ben, bul, bzd, cat, cni, deu, ell, ewe, fra, grn, guj, hau, hch, hin, ibo, ind, jpn, kan, kin, kor, lin, lug, mal, mar, mya, nah, ori, orm, oto, pan, pat, pol, por, quy, ron, rus, shp, sna, sot, spa, swa, tam, tar, tel, tha, tur, twi, urd, vie, wol, xho, yor, zho, zul
+
+source_datasets:
+- XNLI, AfriXNLI, IndicXNLI, AmericasNLI [30], XNLI-ca, myXNLI, IndoNLI, JNLI , InferBR, sick_pl, JamPatoisNLI, KLUE, RoNLI. 
+
+tags:
+- global_nli
+- globalnli
+
+task_categories:
+- text-classification
+
+task_ids:
+- natural-language-inference
+
+configs:
+- config_name: amh
+  data_files:
+  - split: validation
+    path: data/amh/dev.csv
+  - split: test
+    path: data/amh/test.csv
+- config_name: ara
+  data_files:
+  - split: validation
+    path: data/ara/dev.csv
+  - split: test
+    path: data/ara/test.csv
+- config_name: asm
+  data_files:
+  - split: validation
+    path: data/asm/dev.csv
+  - split: test
+    path: data/asm/test.csv
+- config_name: aym
+  data_files:
+  - split: validation
+    path: data/aym/dev.csv
+  - split: test
+    path: data/aym/test.csv
+- config_name: ben
+  data_files:
+  - split: validation
+    path: data/ben/dev.csv
+  - split: test
+    path: data/ben/test.csv
+- config_name: bul
+  data_files:
+  - split: validation
+    path: data/bul/dev.csv
+  - split: test
+    path: data/bul/test.csv
+- config_name: bzd
+  data_files:
+  - split: validation
+    path: data/bzd/dev.csv
+  - split: test
+    path: data/bzd/test.csv
+- config_name: cat
+  data_files:
+  - split: validation
+    path: data/cat/dev.csv
+  - split: test
+    path: data/cat/test.csv
+- config_name: cni
+  data_files:
+  - split: validation
+    path: data/cni/dev.csv
+  - split: test
+    path: data/cni/test.csv
+- config_name: deu
+  data_files:
+  - split: validation
+    path: data/deu/dev.csv
+  - split: test
+    path: data/deu/test.csv
+- config_name: ell
+  data_files:
+  - split: validation
+    path: data/ell/dev.csv
+  - split: test
+    path: data/ell/test.csv
+- config_name: eng
+  data_files:
+  - split: validation
+    path: data/eng/dev.csv
+  - split: test
+    path: data/eng/test.csv
+- config_name: ewe
+  data_files:
+  - split: validation
+    path: data/ewe/dev.csv
+  - split: test
+    path: data/ewe/test.csv
+- config_name: fra
+  data_files:
+  - split: validation
+    path: data/fra/dev.csv
+  - split: test
+    path: data/fra/test.csv
+- config_name: grn
+  data_files:
+  - split: validation
+    path: data/grn/dev.csv
+  - split: test
+    path: data/grn/test.csv
+- config_name: guj
+  data_files:
+  - split: validation
+    path: data/guj/dev.csv
+  - split: test
+    path: data/guj/test.csv
+- config_name: hau
+  data_files:
+  - split: validation
+    path: data/hau/dev.csv
+  - split: test
+    path: data/hau/test.csv
+- config_name: hch
+  data_files:
+  - split: validation
+    path: data/hch/dev.csv
+  - split: test
+    path: data/hch/test.csv
+- config_name: hin
+  data_files:
+  - split: validation
+    path: data/hin/dev.csv
+  - split: test
+    path: data/hin/test.csv
+- config_name: ibo
+  data_files:
+  - split: validation
+    path: data/ibo/dev.csv
+  - split: test
+    path: data/ibo/test.csv
+- config_name: ind
+  data_files:
+  - split: validation
+    path: data/ind/dev.csv
+  - split: test
+    path: data/ind/test.csv
+- config_name: jpn
+  data_files:
+  - split: validation
+    path: data/jpn/dev.csv
+  - split: test
+    path: data/jpn/test.csv
+- config_name: kan
+  data_files:
+  - split: validation
+    path: data/kan/dev.csv
+  - split: test
+    path: data/kan/test.csv
+- config_name: kin
+  data_files:
+  - split: validation
+    path: data/kin/dev.csv
+  - split: test
+    path: data/kin/test.csv
+- config_name: kor
+  data_files:
+  - split: validation
+    path: data/kor/dev.csv
+  - split: test
+    path: data/kor/test.csv
+- config_name: lin
+  data_files:
+  - split: validation
+    path: data/lin/dev.csv
+  - split: test
+    path: data/lin/test.csv
+- config_name: lug
+  data_files:
+  - split: validation
+    path: data/lug/dev.csv
+  - split: test
+    path: data/lug/test.csv
+- config_name: mal
+  data_files:
+  - split: validation
+    path: data/mal/dev.csv
+  - split: test
+    path: data/mal/test.csv
+- config_name: mar
+  data_files:
+  - split: validation
+    path: data/mar/dev.csv
+  - split: test
+    path: data/mar/test.csv
+- config_name: mya
+  data_files:
+  - split: validation
+    path: data/mya/dev.csv
+  - split: test
+    path: data/mya/test.csv
+- config_name: nah
+  data_files:
+  - split: validation
+    path: data/nah/dev.csv
+  - split: test
+    path: data/nah/test.csv
+- config_name: ori
+  data_files:
+  - split: validation
+    path: data/ori/dev.csv
+  - split: test
+    path: data/ori/test.csv
+- config_name: orm
+  data_files:
+  - split: validation
+    path: data/orm/dev.csv
+  - split: test
+    path: data/orm/test.csv
+- config_name: oto
+  data_files:
+  - split: validation
+    path: data/oto/dev.csv
+  - split: test
+    path: data/oto/test.csv
+- config_name: pan
+  data_files:
+  - split: validation
+    path: data/pan/dev.csv
+  - split: test
+    path: data/pan/test.csv
+- config_name: pat
+  data_files:
+  - split: validation
+    path: data/pat/dev.csv
+  - split: test
+    path: data/pat/test.csv
+- config_name: pol
+  data_files:
+  - split: validation
+    path: data/pol/dev.csv
+  - split: test
+    path: data/pol/test.csv
+- config_name: por
+  data_files:
+  - split: validation
+    path: data/por/dev.csv
+  - split: test
+    path: data/por/test.csv
+- config_name: quy
+  data_files:
+  - split: validation
+    path: data/quy/dev.csv
+  - split: test
+    path: data/quy/test.csv
+- config_name: ron
+  data_files:
+  - split: validation
+    path: data/ron/dev.csv
+  - split: test
+    path: data/ron/test.csv
+- config_name: rus
+  data_files:
+  - split: validation
+    path: data/rus/dev.csv
+  - split: test
+    path: data/rus/test.csv
+- config_name: shp
+  data_files:
+  - split: validation
+    path: data/shp/dev.csv
+  - split: test
+    path: data/shp/test.csv
+- config_name: sna
+  data_files:
+  - split: validation
+    path: data/sna/dev.csv
+  - split: test
+    path: data/sna/test.csv
+- config_name: sot
+  data_files:
+  - split: validation
+    path: data/sot/dev.csv
+  - split: test
+    path: data/sot/test.csv
+- config_name: spa
+  data_files:
+  - split: validation
+    path: data/spa/dev.csv
+  - split: test
+    path: data/spa/test.csv
+- config_name: swa
+  data_files:
+  - split: validation
+    path: data/swa/dev.csv
+  - split: test
+    path: data/swa/test.csv
+- config_name: tam
+  data_files:
+  - split: validation
+    path: data/tam/dev.csv
+  - split: test
+    path: data/tam/test.csv
+- config_name: tar
+  data_files:
+  - split: validation
+    path: data/tar/dev.csv
+  - split: test
+    path: data/tar/test.csv
+- config_name: tel
+  data_files:
+  - split: validation
+    path: data/tel/dev.csv
+  - split: test
+    path: data/tel/test.csv
+- config_name: tha
+  data_files:
+  - split: validation
+    path: data/tha/dev.csv
+  - split: test
+    path: data/tha/test.csv
+- config_name: tur
+  data_files:
+  - split: validation
+    path: data/tur/dev.csv
+  - split: test
+    path: data/tur/test.csv
+- config_name: twi
+  data_files:
+  - split: validation
+    path: data/twi/dev.csv
+  - split: test
+    path: data/twi/test.csv
+- config_name: urd
+  data_files:
+  - split: validation
+    path: data/urd/dev.csv
+  - split: test
+    path: data/urd/test.csv
+- config_name: vie
+  data_files:
+  - split: validation
+    path: data/vie/dev.csv
+  - split: test
+    path: data/vie/test.csv
+- config_name: wol
+  data_files:
+  - split: validation
+    path: data/wol/dev.csv
+  - split: test
+    path: data/wol/test.csv
+- config_name: xho
+  data_files:
+  - split: validation
+    path: data/xho/dev.csv
+  - split: test
+    path: data/xho/test.csv
+- config_name: yor
+  data_files:
+  - split: validation
+    path: data/yor/dev.csv
+  - split: test
+    path: data/yor/test.csv
+- config_name: zho
+  data_files:
+  - split: validation
+    path: data/zho/dev.csv
+  - split: test
+    path: data/zho/test.csv
+- config_name: zul
+  data_files:
+  - split: validation
+    path: data/zul/dev.csv
+  - split: test
+    path: data/zul/test.csv
+
+---
+
+# Dataset Card for global_nli
+
+## Table of Contents
+- [Table of Contents](#table-of-contents)
+- [Dataset Description](#dataset-description)
+  - [Dataset Summary](#dataset-summary)
+  - [Languages](#languages)
+- [Dataset Structure](#dataset-structure)
+  - [Data Instances](#data-instances)
+  - [Data Fields](#data-fields)
+  - [Data Splits](#data-splits)
+ 
+## Dataset Description
+
+- **Point of Contact:** david.adelani@mila.quebec
+
+### Dataset Summary
+
+Global NLI is a new text-based benchmark based on the aggregation of existing NLI datasets that are publicly available.
+
+### Languages
+
+There are 59 languages available :
+
+{
+    'amh': 'Amharic',
+    'ara': 'Arabic',
+    'asm': 'Assamese',
+    'aym': 'Aymara',
+    'ben': 'Bengali',
+    'bul': 'Bulgarian',
+    'bzd': 'Bribri',
+    'cat': 'Catalan',
+    'cni': 'Asháninka',
+    'deu': 'German',
+    'ell': 'Greek',
+    'eng': 'English',
+    'ewe': 'Ewe',
+    'fra': 'French',
+    'grn': 'Guarani',
+    'guj': 'Gujarati',
+    'hau': 'Hausa',
+    'hch': 'Wixarika',
+    'hin': 'Hindi',
+    'ibo': 'Igbo',
+    'ind': 'Indonesian',
+    'jpn': 'Japanese',
+    'kan': 'Kannada',
+    'kin': 'Kinyarwanda',
+    'kor': 'Korean',
+    'lin': 'Lingala',
+    'lug': 'Luganda',
+    'mal': 'Malayalam',
+    'mar': 'Marathi',
+    'mya': 'Burmese',
+    'nah': 'Nahuatl',
+    'ori': 'Odia (Oriya)',
+    'orm': 'Oromo',
+    'oto': 'Otomi',
+    'pan': 'Punjabi',
+    'pat': 'Jamaican Patois',
+    'pol': 'Polish',
+    'por': 'Portuguese',
+    'quy': 'Quechua',
+    'ron': 'Romanian',
+    'rus': 'Russian',
+    'shp': 'Shipibo-Conibo',
+    'sna': 'chiShona',
+    'sot': 'Sesotho',
+    'spa': 'Spanish',
+    'swa': 'Swahili',
+    'tam': 'Tamil',
+    'tar': 'Rarámuri',
+    'tel': 'Telugu',
+    'tha': 'Thai',
+    'tur': 'Turkish',
+    'twi': 'Twi',
+    'urd': 'Urdu',
+    'vie': 'Vietnamese',
+    'wol': 'Wolof',
+    'xho': 'isiXhosa',
+    'yor': 'Yoruba',
+    'zho': 'Chinese',
+    'zul': 'isiZulu'
+}
+
+## Dataset Structure
+
+### Data Instances
+
+The examples look like this for English:
+
+```
+from datasets import load_dataset
+data = load_dataset('McGill-NLP/GlobalNLI', 'eng') 
+# Please, specify the language code
+# A data point example is below:
+{
+'premise': 'The doors were locked when we went in.',
+'hypothesis': 'All of the doors were open.',
+'label': 0
+}
+```
+
+### Data Fields
+
+- `premise`: a multilingual string variable,
+- `hypothesis`: a multilingual string variable,
+- `label`: a classification label, with possible values including entailment (0), neutral (1), contradiction (2).
+
+### Data Splits
+
+All languages have two splits, `dev` and `test` set.
+
+The splits have the following sizes :
+
+| Language        | validation | test |
+|-----------------|-----------:|-----:|
+| English         |         30 |  600 |
\ No newline at end of file
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