diff --git a/.readthedocs.yml b/.readthedocs.yml
index cb1309771c..86ec38d9f7 100644
--- a/.readthedocs.yml
+++ b/.readthedocs.yml
@@ -16,4 +16,4 @@ formats: all
 python:
   version: 3.7
   install:
-    - requirements: requirements-docs.txt
+    - requirements: requirements.txt
diff --git a/docs/README.md b/docs/README.md
index 937cf5e008..70dbc43879 100644
--- a/docs/README.md
+++ b/docs/README.md
@@ -10,7 +10,7 @@ To build the docs, you can use the `Makefile` that's been added to
 this directory. To generate docs in html, run following commands.
 
 ```
-$ pip install -r ../requirements-docs.txt
+$ pip install -r requirements.txt
 $ make html
 // clean build
 $ make clean html
diff --git a/docs/requirements.txt b/docs/requirements.txt
new file mode 100644
index 0000000000..659d58ed41
--- /dev/null
+++ b/docs/requirements.txt
@@ -0,0 +1,7 @@
+--find-links https://download.pytorch.org/whl/torch_stable.html
+pandas
+scikit-learn
+sphinx_rtd_theme
+tensorflow==2.3.0
+transformers
+torch==1.6.0+cpu