From eec76615f68248ae65d107d817a9c22e10047b37 Mon Sep 17 00:00:00 2001
From: Amine Abdaoui <abdaoui@lirmm.fr>
Date: Mon, 23 Nov 2020 17:09:50 +0100
Subject: [PATCH] [model_cards]: control input examples of Geotrend models
 (#8727)

* [model_cards]: control arabic model examples

* [model_cards]: control input examples of Geotrend models

* [model_cards]: add link to generatation script
---
 .../Geotrend/bert-base-15lang-cased/README.md        | 12 ++++++++++++
 model_cards/Geotrend/bert-base-ar-cased/README.md    |  6 ++++++
 model_cards/Geotrend/bert-base-bg-cased/README.md    |  2 ++
 model_cards/Geotrend/bert-base-de-cased/README.md    |  2 ++
 model_cards/Geotrend/bert-base-el-cased/README.md    |  2 ++
 model_cards/Geotrend/bert-base-en-ar-cased/README.md |  9 +++++++++
 model_cards/Geotrend/bert-base-en-bg-cased/README.md |  7 +++++++
 model_cards/Geotrend/bert-base-en-cased/README.md    |  7 +++++++
 model_cards/Geotrend/bert-base-en-de-cased/README.md |  7 +++++++
 model_cards/Geotrend/bert-base-en-el-cased/README.md |  7 +++++++
 model_cards/Geotrend/bert-base-en-es-cased/README.md |  7 +++++++
 model_cards/Geotrend/bert-base-en-fr-cased/README.md | 10 ++++++++++
 model_cards/Geotrend/bert-base-en-hi-cased/README.md |  7 +++++++
 model_cards/Geotrend/bert-base-en-ru-cased/README.md |  7 +++++++
 model_cards/Geotrend/bert-base-en-sw-cased/README.md |  7 +++++++
 model_cards/Geotrend/bert-base-en-th-cased/README.md |  7 +++++++
 model_cards/Geotrend/bert-base-en-tr-cased/README.md |  7 +++++++
 model_cards/Geotrend/bert-base-en-ur-cased/README.md |  7 +++++++
 model_cards/Geotrend/bert-base-en-vi-cased/README.md |  7 +++++++
 model_cards/Geotrend/bert-base-en-zh-cased/README.md |  7 +++++++
 model_cards/Geotrend/bert-base-es-cased/README.md    |  2 ++
 model_cards/Geotrend/bert-base-fr-cased/README.md    |  7 +++++++
 model_cards/Geotrend/bert-base-hi-cased/README.md    |  2 ++
 model_cards/Geotrend/bert-base-ru-cased/README.md    |  2 ++
 model_cards/Geotrend/bert-base-sw-cased/README.md    |  2 ++
 model_cards/Geotrend/bert-base-th-cased/README.md    |  2 ++
 model_cards/Geotrend/bert-base-tr-cased/README.md    |  2 ++
 model_cards/Geotrend/bert-base-ur-cased/README.md    |  2 ++
 model_cards/Geotrend/bert-base-vi-cased/README.md    |  2 ++
 model_cards/Geotrend/bert-base-zh-cased/README.md    |  2 ++
 30 files changed, 159 insertions(+)

diff --git a/model_cards/Geotrend/bert-base-15lang-cased/README.md b/model_cards/Geotrend/bert-base-15lang-cased/README.md
index 57989d48dd..c9cbd4d742 100644
--- a/model_cards/Geotrend/bert-base-15lang-cased/README.md
+++ b/model_cards/Geotrend/bert-base-15lang-cased/README.md
@@ -4,6 +4,16 @@ language: multilingual
 datasets: wikipedia
 
 license: apache-2.0
+
+widget:
+- text: "Google generated 46 billion [MASK] in revenue."
+- text: "Paris is the capital of [MASK]."
+- text: "Algiers is the largest city in [MASK]."
+- text: "Paris est la [MASK] de la France."
+- text: "Paris est la capitale de la [MASK]."
+- text: "L'élection américaine a eu [MASK] en novembre 2020."
+- text: "تقع سويسرا في [MASK] أوروبا"
+- text: "إسمي محمد وأسكن في [MASK]."
 ---
 
 # bert-base-15lang-cased
@@ -33,6 +43,8 @@ model = AutoModel.from_pretrained("Geotrend/bert-base-15lang-cased")
 
 ```
 
+To generate other smaller versions of multilingual transformers please visit [our Github repo](https://github.com/Geotrend-research/smaller-transformers).
+
 ### How to cite
 
 ```bibtex
diff --git a/model_cards/Geotrend/bert-base-ar-cased/README.md b/model_cards/Geotrend/bert-base-ar-cased/README.md
index d8051a914c..2fe73d3fa3 100644
--- a/model_cards/Geotrend/bert-base-ar-cased/README.md
+++ b/model_cards/Geotrend/bert-base-ar-cased/README.md
@@ -4,6 +4,10 @@ language: ar
 datasets: wikipedia
 
 license: apache-2.0
+
+widget:
+- text: "تقع سويسرا في [MASK] أوروبا"
+- text: "إسمي محمد وأسكن في [MASK]."
 ---
 
 # bert-base-ar-cased
@@ -25,6 +29,8 @@ model = AutoModel.from_pretrained("Geotrend/bert-base-ar-cased")
 
 ```
 
+To generate other smaller versions of multilingual transformers please visit [our Github repo](https://github.com/Geotrend-research/smaller-transformers).
+
 ### How to cite
 
 ```bibtex
diff --git a/model_cards/Geotrend/bert-base-bg-cased/README.md b/model_cards/Geotrend/bert-base-bg-cased/README.md
index bace35f477..3c75e3cbf2 100644
--- a/model_cards/Geotrend/bert-base-bg-cased/README.md
+++ b/model_cards/Geotrend/bert-base-bg-cased/README.md
@@ -24,6 +24,8 @@ model = AutoModel.from_pretrained("Geotrend/bert-base-bg-cased")
 
 ```
 
+To generate other smaller versions of multilingual transformers please visit [our Github repo](https://github.com/Geotrend-research/smaller-transformers).
+
 ### How to cite
 
 ```bibtex
diff --git a/model_cards/Geotrend/bert-base-de-cased/README.md b/model_cards/Geotrend/bert-base-de-cased/README.md
index a62a661f94..a8b5d7d21f 100644
--- a/model_cards/Geotrend/bert-base-de-cased/README.md
+++ b/model_cards/Geotrend/bert-base-de-cased/README.md
@@ -24,6 +24,8 @@ model = AutoModel.from_pretrained("Geotrend/bert-base-de-cased")
 
 ```
 
+To generate other smaller versions of multilingual transformers please visit [our Github repo](https://github.com/Geotrend-research/smaller-transformers).
+
 ### How to cite
 
 ```bibtex
diff --git a/model_cards/Geotrend/bert-base-el-cased/README.md b/model_cards/Geotrend/bert-base-el-cased/README.md
index 6a0be9c55f..f567e0f323 100644
--- a/model_cards/Geotrend/bert-base-el-cased/README.md
+++ b/model_cards/Geotrend/bert-base-el-cased/README.md
@@ -24,6 +24,8 @@ model = AutoModel.from_pretrained("Geotrend/bert-base-el-cased")
 
 ```
 
+To generate other smaller versions of multilingual transformers please visit [our Github repo](https://github.com/Geotrend-research/smaller-transformers).
+
 ### How to cite
 
 ```bibtex
diff --git a/model_cards/Geotrend/bert-base-en-ar-cased/README.md b/model_cards/Geotrend/bert-base-en-ar-cased/README.md
index 41944faa42..cb10545810 100644
--- a/model_cards/Geotrend/bert-base-en-ar-cased/README.md
+++ b/model_cards/Geotrend/bert-base-en-ar-cased/README.md
@@ -4,6 +4,13 @@ language: multilingual
 datasets: wikipedia
 
 license: apache-2.0
+
+widget:
+- text: "Google generated 46 billion [MASK] in revenue."
+- text: "Paris is the capital of [MASK]."
+- text: "Algiers is the largest city in [MASK]."
+- text: "تقع سويسرا في [MASK] أوروبا"
+- text: "إسمي محمد وأسكن في [MASK]."
 ---
 
 # bert-base-en-ar-cased
@@ -24,6 +31,8 @@ model = AutoModel.from_pretrained("Geotrend/bert-base-en-ar-cased")
 
 ```
 
+To generate other smaller versions of multilingual transformers please visit [our Github repo](https://github.com/Geotrend-research/smaller-transformers).
+
 ### How to cite
 
 ```bibtex
diff --git a/model_cards/Geotrend/bert-base-en-bg-cased/README.md b/model_cards/Geotrend/bert-base-en-bg-cased/README.md
index 9ac9456efb..cb248bea4a 100644
--- a/model_cards/Geotrend/bert-base-en-bg-cased/README.md
+++ b/model_cards/Geotrend/bert-base-en-bg-cased/README.md
@@ -4,6 +4,11 @@ language: multilingual
 datasets: wikipedia
 
 license: apache-2.0
+
+widget:
+- text: "Google generated 46 billion [MASK] in revenue."
+- text: "Paris is the capital of [MASK]."
+- text: "Algiers is the largest city in [MASK]."
 ---
 
 # bert-base-en-bg-cased
@@ -24,6 +29,8 @@ model = AutoModel.from_pretrained("Geotrend/bert-base-en-bg-cased")
 
 ```
 
+To generate other smaller versions of multilingual transformers please visit [our Github repo](https://github.com/Geotrend-research/smaller-transformers).
+
 ### How to cite
 
 ```bibtex
diff --git a/model_cards/Geotrend/bert-base-en-cased/README.md b/model_cards/Geotrend/bert-base-en-cased/README.md
index c17bbf5dd5..5121ad5fec 100644
--- a/model_cards/Geotrend/bert-base-en-cased/README.md
+++ b/model_cards/Geotrend/bert-base-en-cased/README.md
@@ -4,6 +4,11 @@ language: en
 datasets: wikipedia
 
 license: apache-2.0
+
+widget:
+- text: "Google generated 46 billion [MASK] in revenue."
+- text: "Paris is the capital of [MASK]."
+- text: "Algiers is the largest city in [MASK]."
 ---
 
 # bert-base-en-cased
@@ -24,6 +29,8 @@ model = AutoModel.from_pretrained("Geotrend/bert-base-en-cased")
 
 ```
 
+To generate other smaller versions of multilingual transformers please visit [our Github repo](https://github.com/Geotrend-research/smaller-transformers).
+
 ### How to cite
 
 ```bibtex
diff --git a/model_cards/Geotrend/bert-base-en-de-cased/README.md b/model_cards/Geotrend/bert-base-en-de-cased/README.md
index 353b24c8f9..32eced8b13 100644
--- a/model_cards/Geotrend/bert-base-en-de-cased/README.md
+++ b/model_cards/Geotrend/bert-base-en-de-cased/README.md
@@ -4,6 +4,11 @@ language: multilingual
 datasets: wikipedia
 
 license: apache-2.0
+
+widget:
+- text: "Google generated 46 billion [MASK] in revenue."
+- text: "Paris is the capital of [MASK]."
+- text: "Algiers is the largest city in [MASK]."
 ---
 
 # bert-base-en-de-cased
@@ -24,6 +29,8 @@ model = AutoModel.from_pretrained("Geotrend/bert-base-en-de-cased")
 
 ```
 
+To generate other smaller versions of multilingual transformers please visit [our Github repo](https://github.com/Geotrend-research/smaller-transformers).
+
 ### How to cite
 
 ```bibtex
diff --git a/model_cards/Geotrend/bert-base-en-el-cased/README.md b/model_cards/Geotrend/bert-base-en-el-cased/README.md
index 6b8aad0f95..d87f088f96 100644
--- a/model_cards/Geotrend/bert-base-en-el-cased/README.md
+++ b/model_cards/Geotrend/bert-base-en-el-cased/README.md
@@ -4,6 +4,11 @@ language: multilingual
 datasets: wikipedia
 
 license: apache-2.0
+
+widget:
+- text: "Google generated 46 billion [MASK] in revenue."
+- text: "Paris is the capital of [MASK]."
+- text: "Algiers is the largest city in [MASK]."
 ---
 
 # bert-base-en-el-cased
@@ -24,6 +29,8 @@ model = AutoModel.from_pretrained("Geotrend/bert-base-en-el-cased")
 
 ```
 
+To generate other smaller versions of multilingual transformers please visit [our Github repo](https://github.com/Geotrend-research/smaller-transformers).
+
 ### How to cite
 
 ```bibtex
diff --git a/model_cards/Geotrend/bert-base-en-es-cased/README.md b/model_cards/Geotrend/bert-base-en-es-cased/README.md
index aff383a295..faae4283e8 100644
--- a/model_cards/Geotrend/bert-base-en-es-cased/README.md
+++ b/model_cards/Geotrend/bert-base-en-es-cased/README.md
@@ -4,6 +4,11 @@ language: multilingual
 datasets: wikipedia
 
 license: apache-2.0
+
+widget:
+- text: "Google generated 46 billion [MASK] in revenue."
+- text: "Paris is the capital of [MASK]."
+- text: "Algiers is the largest city in [MASK]."
 ---
 
 # bert-base-en-es-cased
@@ -24,6 +29,8 @@ model = AutoModel.from_pretrained("Geotrend/bert-base-en-es-cased")
 
 ```
 
+To generate other smaller versions of multilingual transformers please visit [our Github repo](https://github.com/Geotrend-research/smaller-transformers).
+
 ### How to cite
 
 ```bibtex
diff --git a/model_cards/Geotrend/bert-base-en-fr-cased/README.md b/model_cards/Geotrend/bert-base-en-fr-cased/README.md
index c61ca7d078..43d32d4076 100644
--- a/model_cards/Geotrend/bert-base-en-fr-cased/README.md
+++ b/model_cards/Geotrend/bert-base-en-fr-cased/README.md
@@ -4,6 +4,14 @@ language: multilingual
 datasets: wikipedia
 
 license: apache-2.0
+
+widget:
+- text: "Google generated 46 billion [MASK] in revenue."
+- text: "Paris is the capital of [MASK]."
+- text: "Algiers is the largest city in [MASK]."
+- text: "Paris est la [MASK] de la France."
+- text: "Paris est la capitale de la [MASK]."
+- text: "L'élection américaine a eu [MASK] en novembre 2020."
 ---
 
 # bert-base-en-fr-cased
@@ -24,6 +32,8 @@ model = AutoModel.from_pretrained("Geotrend/bert-base-en-fr-cased")
 
 ```
 
+To generate other smaller versions of multilingual transformers please visit [our Github repo](https://github.com/Geotrend-research/smaller-transformers).
+
 ### How to cite
 
 ```bibtex
diff --git a/model_cards/Geotrend/bert-base-en-hi-cased/README.md b/model_cards/Geotrend/bert-base-en-hi-cased/README.md
index 0fc362533a..b9d1c0fe66 100644
--- a/model_cards/Geotrend/bert-base-en-hi-cased/README.md
+++ b/model_cards/Geotrend/bert-base-en-hi-cased/README.md
@@ -4,6 +4,11 @@ language: multilingual
 datasets: wikipedia
 
 license: apache-2.0
+
+widget:
+- text: "Google generated 46 billion [MASK] in revenue."
+- text: "Paris is the capital of [MASK]."
+- text: "Algiers is the largest city in [MASK]."
 ---
 
 # bert-base-en-hi-cased
@@ -24,6 +29,8 @@ model = AutoModel.from_pretrained("Geotrend/bert-base-en-hi-cased")
 
 ```
 
+To generate other smaller versions of multilingual transformers please visit [our Github repo](https://github.com/Geotrend-research/smaller-transformers).
+
 ### How to cite
 
 ```bibtex
diff --git a/model_cards/Geotrend/bert-base-en-ru-cased/README.md b/model_cards/Geotrend/bert-base-en-ru-cased/README.md
index 98794bda18..1c36b7d4be 100644
--- a/model_cards/Geotrend/bert-base-en-ru-cased/README.md
+++ b/model_cards/Geotrend/bert-base-en-ru-cased/README.md
@@ -4,6 +4,11 @@ language: multilingual
 datasets: wikipedia
 
 license: apache-2.0
+
+widget:
+- text: "Google generated 46 billion [MASK] in revenue."
+- text: "Paris is the capital of [MASK]."
+- text: "Algiers is the largest city in [MASK]."
 ---
 
 # bert-base-en-ru-cased
@@ -24,6 +29,8 @@ model = AutoModel.from_pretrained("Geotrend/bert-base-en-ru-cased")
 
 ```
 
+To generate other smaller versions of multilingual transformers please visit [our Github repo](https://github.com/Geotrend-research/smaller-transformers).
+
 ### How to cite
 
 ```bibtex
diff --git a/model_cards/Geotrend/bert-base-en-sw-cased/README.md b/model_cards/Geotrend/bert-base-en-sw-cased/README.md
index bf5dc89df5..b17f65b330 100644
--- a/model_cards/Geotrend/bert-base-en-sw-cased/README.md
+++ b/model_cards/Geotrend/bert-base-en-sw-cased/README.md
@@ -4,6 +4,11 @@ language: multilingual
 datasets: wikipedia
 
 license: apache-2.0
+
+widget:
+- text: "Google generated 46 billion [MASK] in revenue."
+- text: "Paris is the capital of [MASK]."
+- text: "Algiers is the largest city in [MASK]."
 ---
 
 # bert-base-en-sw-cased
@@ -24,6 +29,8 @@ model = AutoModel.from_pretrained("Geotrend/bert-base-en-sw-cased")
 
 ```
 
+To generate other smaller versions of multilingual transformers please visit [our Github repo](https://github.com/Geotrend-research/smaller-transformers).
+
 ### How to cite
 
 ```bibtex
diff --git a/model_cards/Geotrend/bert-base-en-th-cased/README.md b/model_cards/Geotrend/bert-base-en-th-cased/README.md
index c4e6db5a86..7a358458a9 100644
--- a/model_cards/Geotrend/bert-base-en-th-cased/README.md
+++ b/model_cards/Geotrend/bert-base-en-th-cased/README.md
@@ -4,6 +4,11 @@ language: multilingual
 datasets: wikipedia
 
 license: apache-2.0
+
+widget:
+- text: "Google generated 46 billion [MASK] in revenue."
+- text: "Paris is the capital of [MASK]."
+- text: "Algiers is the largest city in [MASK]."
 ---
 
 # bert-base-en-th-cased
@@ -24,6 +29,8 @@ model = AutoModel.from_pretrained("Geotrend/bert-base-en-th-cased")
 
 ```
 
+To generate other smaller versions of multilingual transformers please visit [our Github repo](https://github.com/Geotrend-research/smaller-transformers).
+
 ### How to cite
 
 ```bibtex
diff --git a/model_cards/Geotrend/bert-base-en-tr-cased/README.md b/model_cards/Geotrend/bert-base-en-tr-cased/README.md
index 6faceb7dbc..4c640a7761 100644
--- a/model_cards/Geotrend/bert-base-en-tr-cased/README.md
+++ b/model_cards/Geotrend/bert-base-en-tr-cased/README.md
@@ -4,6 +4,11 @@ language: multilingual
 datasets: wikipedia
 
 license: apache-2.0
+
+widget:
+- text: "Google generated 46 billion [MASK] in revenue."
+- text: "Paris is the capital of [MASK]."
+- text: "Algiers is the largest city in [MASK]."
 ---
 
 # bert-base-en-tr-cased
@@ -24,6 +29,8 @@ model = AutoModel.from_pretrained("Geotrend/bert-base-en-tr-cased")
 
 ```
 
+To generate other smaller versions of multilingual transformers please visit [our Github repo](https://github.com/Geotrend-research/smaller-transformers).
+
 ### How to cite
 
 ```bibtex
diff --git a/model_cards/Geotrend/bert-base-en-ur-cased/README.md b/model_cards/Geotrend/bert-base-en-ur-cased/README.md
index ff7c258fdd..938ce86861 100644
--- a/model_cards/Geotrend/bert-base-en-ur-cased/README.md
+++ b/model_cards/Geotrend/bert-base-en-ur-cased/README.md
@@ -4,6 +4,11 @@ language: multilingual
 datasets: wikipedia
 
 license: apache-2.0
+
+widget:
+- text: "Google generated 46 billion [MASK] in revenue."
+- text: "Paris is the capital of [MASK]."
+- text: "Algiers is the largest city in [MASK]."
 ---
 
 # bert-base-en-ur-cased
@@ -24,6 +29,8 @@ model = AutoModel.from_pretrained("Geotrend/bert-base-en-ur-cased")
 
 ```
 
+To generate other smaller versions of multilingual transformers please visit [our Github repo](https://github.com/Geotrend-research/smaller-transformers).
+
 ### How to cite
 
 ```bibtex
diff --git a/model_cards/Geotrend/bert-base-en-vi-cased/README.md b/model_cards/Geotrend/bert-base-en-vi-cased/README.md
index 90f34e57b1..64eb6bdf0c 100644
--- a/model_cards/Geotrend/bert-base-en-vi-cased/README.md
+++ b/model_cards/Geotrend/bert-base-en-vi-cased/README.md
@@ -4,6 +4,11 @@ language: multilingual
 datasets: wikipedia
 
 license: apache-2.0
+
+widget:
+- text: "Google generated 46 billion [MASK] in revenue."
+- text: "Paris is the capital of [MASK]."
+- text: "Algiers is the largest city in [MASK]."
 ---
 
 # bert-base-en-vi-cased
@@ -24,6 +29,8 @@ model = AutoModel.from_pretrained("Geotrend/bert-base-en-vi-cased")
 
 ```
 
+To generate other smaller versions of multilingual transformers please visit [our Github repo](https://github.com/Geotrend-research/smaller-transformers).
+
 ### How to cite
 
 ```bibtex
diff --git a/model_cards/Geotrend/bert-base-en-zh-cased/README.md b/model_cards/Geotrend/bert-base-en-zh-cased/README.md
index 1972efdab2..12c0b2b171 100644
--- a/model_cards/Geotrend/bert-base-en-zh-cased/README.md
+++ b/model_cards/Geotrend/bert-base-en-zh-cased/README.md
@@ -4,6 +4,11 @@ language: multilingual
 datasets: wikipedia
 
 license: apache-2.0
+
+widget:
+- text: "Google generated 46 billion [MASK] in revenue."
+- text: "Paris is the capital of [MASK]."
+- text: "Algiers is the largest city in [MASK]."
 ---
 
 # bert-base-en-zh-cased
@@ -24,6 +29,8 @@ model = AutoModel.from_pretrained("Geotrend/bert-base-en-zh-cased")
 
 ```
 
+To generate other smaller versions of multilingual transformers please visit [our Github repo](https://github.com/Geotrend-research/smaller-transformers).
+
 ### How to cite
 
 ```bibtex
diff --git a/model_cards/Geotrend/bert-base-es-cased/README.md b/model_cards/Geotrend/bert-base-es-cased/README.md
index 7b69234123..90bc84de96 100644
--- a/model_cards/Geotrend/bert-base-es-cased/README.md
+++ b/model_cards/Geotrend/bert-base-es-cased/README.md
@@ -24,6 +24,8 @@ model = AutoModel.from_pretrained("Geotrend/bert-base-es-cased")
 
 ```
 
+To generate other smaller versions of multilingual transformers please visit [our Github repo](https://github.com/Geotrend-research/smaller-transformers).
+
 ### How to cite
 
 ```bibtex
diff --git a/model_cards/Geotrend/bert-base-fr-cased/README.md b/model_cards/Geotrend/bert-base-fr-cased/README.md
index 1862e1af0d..7f1b30f77c 100644
--- a/model_cards/Geotrend/bert-base-fr-cased/README.md
+++ b/model_cards/Geotrend/bert-base-fr-cased/README.md
@@ -4,6 +4,11 @@ language: fr
 datasets: wikipedia
 
 license: apache-2.0
+
+widget:
+- text: "Paris est la [MASK] de la France."
+- text: "Paris est la capitale de la [MASK]."
+- text: "L'élection américaine a eu [MASK] en novembre 2020."
 ---
 
 # bert-base-fr-cased
@@ -24,6 +29,8 @@ model = AutoModel.from_pretrained("Geotrend/bert-base-fr-cased")
 
 ```
 
+To generate other smaller versions of multilingual transformers please visit [our Github repo](https://github.com/Geotrend-research/smaller-transformers).
+
 ### How to cite
 
 ```bibtex
diff --git a/model_cards/Geotrend/bert-base-hi-cased/README.md b/model_cards/Geotrend/bert-base-hi-cased/README.md
index ad296021e7..03f83e7476 100644
--- a/model_cards/Geotrend/bert-base-hi-cased/README.md
+++ b/model_cards/Geotrend/bert-base-hi-cased/README.md
@@ -24,6 +24,8 @@ model = AutoModel.from_pretrained("Geotrend/bert-base-hi-cased")
 
 ```
 
+To generate other smaller versions of multilingual transformers please visit [our Github repo](https://github.com/Geotrend-research/smaller-transformers).
+
 ### How to cite
 
 ```bibtex
diff --git a/model_cards/Geotrend/bert-base-ru-cased/README.md b/model_cards/Geotrend/bert-base-ru-cased/README.md
index 1407ec4dbe..9e19b56596 100644
--- a/model_cards/Geotrend/bert-base-ru-cased/README.md
+++ b/model_cards/Geotrend/bert-base-ru-cased/README.md
@@ -24,6 +24,8 @@ model = AutoModel.from_pretrained("Geotrend/bert-base-ru-cased")
 
 ```
 
+To generate other smaller versions of multilingual transformers please visit [our Github repo](https://github.com/Geotrend-research/smaller-transformers).
+
 ### How to cite
 
 ```bibtex
diff --git a/model_cards/Geotrend/bert-base-sw-cased/README.md b/model_cards/Geotrend/bert-base-sw-cased/README.md
index ad7ed8da65..03f4d48d63 100644
--- a/model_cards/Geotrend/bert-base-sw-cased/README.md
+++ b/model_cards/Geotrend/bert-base-sw-cased/README.md
@@ -24,6 +24,8 @@ model = AutoModel.from_pretrained("Geotrend/bert-base-sw-cased")
 
 ```
 
+To generate other smaller versions of multilingual transformers please visit [our Github repo](https://github.com/Geotrend-research/smaller-transformers).
+
 ### How to cite
 
 ```bibtex
diff --git a/model_cards/Geotrend/bert-base-th-cased/README.md b/model_cards/Geotrend/bert-base-th-cased/README.md
index b66d5e4dd2..822bbcdd69 100644
--- a/model_cards/Geotrend/bert-base-th-cased/README.md
+++ b/model_cards/Geotrend/bert-base-th-cased/README.md
@@ -24,6 +24,8 @@ model = AutoModel.from_pretrained("Geotrend/bert-base-th-cased")
 
 ```
 
+To generate other smaller versions of multilingual transformers please visit [our Github repo](https://github.com/Geotrend-research/smaller-transformers).
+
 ### How to cite
 
 ```bibtex
diff --git a/model_cards/Geotrend/bert-base-tr-cased/README.md b/model_cards/Geotrend/bert-base-tr-cased/README.md
index a15033b96c..4aad67379e 100644
--- a/model_cards/Geotrend/bert-base-tr-cased/README.md
+++ b/model_cards/Geotrend/bert-base-tr-cased/README.md
@@ -24,6 +24,8 @@ model = AutoModel.from_pretrained("Geotrend/bert-base-tr-cased")
 
 ```
 
+To generate other smaller versions of multilingual transformers please visit [our Github repo](https://github.com/Geotrend-research/smaller-transformers).
+
 ### How to cite
 
 ```bibtex
diff --git a/model_cards/Geotrend/bert-base-ur-cased/README.md b/model_cards/Geotrend/bert-base-ur-cased/README.md
index 931d7734a9..bdbdb0b18e 100644
--- a/model_cards/Geotrend/bert-base-ur-cased/README.md
+++ b/model_cards/Geotrend/bert-base-ur-cased/README.md
@@ -24,6 +24,8 @@ model = AutoModel.from_pretrained("Geotrend/bert-base-ur-cased")
 
 ```
 
+To generate other smaller versions of multilingual transformers please visit [our Github repo](https://github.com/Geotrend-research/smaller-transformers).
+
 ### How to cite
 
 ```bibtex
diff --git a/model_cards/Geotrend/bert-base-vi-cased/README.md b/model_cards/Geotrend/bert-base-vi-cased/README.md
index 68e4dd4800..3bdcad5cc1 100644
--- a/model_cards/Geotrend/bert-base-vi-cased/README.md
+++ b/model_cards/Geotrend/bert-base-vi-cased/README.md
@@ -24,6 +24,8 @@ model = AutoModel.from_pretrained("Geotrend/bert-base-vi-cased")
 
 ```
 
+To generate other smaller versions of multilingual transformers please visit [our Github repo](https://github.com/Geotrend-research/smaller-transformers).
+
 ### How to cite
 
 ```bibtex
diff --git a/model_cards/Geotrend/bert-base-zh-cased/README.md b/model_cards/Geotrend/bert-base-zh-cased/README.md
index 8c2c947c80..0f620c1d7f 100644
--- a/model_cards/Geotrend/bert-base-zh-cased/README.md
+++ b/model_cards/Geotrend/bert-base-zh-cased/README.md
@@ -24,6 +24,8 @@ model = AutoModel.from_pretrained("Geotrend/bert-base-zh-cased")
 
 ```
 
+To generate other smaller versions of multilingual transformers please visit [our Github repo](https://github.com/Geotrend-research/smaller-transformers).
+
 ### How to cite
 
 ```bibtex