diff --git a/app/routes.py b/app/routes.py
index 0e2d85ca3e..208f7c84f1 100644
--- a/app/routes.py
+++ b/app/routes.py
@@ -141,6 +141,11 @@ def emnlp():
return render_template('alps2022.html')
+@bp.route('/adapters/')
+def adapters_lib():
+ return render_template('adapters_lib.html')
+
+
@bp.app_errorhandler(404)
def error_404(error):
return render_template('errors/404.html'), 404
diff --git a/app/static/images/adapters_feature_table.png b/app/static/images/adapters_feature_table.png
new file mode 100644
index 0000000000..4933e44f22
Binary files /dev/null and b/app/static/images/adapters_feature_table.png differ
diff --git a/app/templates/adapters_lib.html b/app/templates/adapters_lib.html
new file mode 100644
index 0000000000..d69862a0e6
--- /dev/null
+++ b/app/templates/adapters_lib.html
@@ -0,0 +1,102 @@
+{% extends 'base.html' %}
+{% set active_page = "adapters" %}
+
+{% block header %}
+
+ {% block title %} Adapters {% endblock %}
+
+
+ A Unified Library for Parameter-Efficient and Modular Transfer Learning
+
+{% endblock %}
+
+{% block content %}
+
+
+ Abstract
+
+ We introduce Adapters, an open-source library
+ that unifies parameter-efficient and modular
+ transfer learning in large language models. By
+ integrating 10 diverse adapter methods into
+ a unified interface, Adapters offers ease of
+ use and flexible configuration. Our library
+ allows researchers and practitioners to lever-
+ age adapter modularity through composition
+ blocks, enabling the design of complex adapter
+ setups. We demonstrate the library's efficacy
+ by evaluating its performance against full fine-
+ tuning on various NLP tasks. Adapters pro-
+ vides a powerful tool for addressing the chal-
+ lenges of conventional fine-tuning paradigms
+ and promoting more efficient and modular
+ transfer learning.
+
+
+
+
+
+
+
+
+
+ Demo
+
+
+
+
+ Screencast Video
+
+
+
+
+ Example Usage:
+
+import adapters
+from transformers import BertModel
+
+model = BertModel.from_pretrained("bert-base-uncased")
+adapters.init(model)
+
+model.add_adapter("my-adapter", config="seq_bn")
+
+
+
+
+
+
+
+ Features
+ Feature comparison between the initial AdapterHub release and the proposed Adapters library:
+
+
 }})
+