From fa8ed9ca76bb263736cd0cf17e6f35685bce2235 Mon Sep 17 00:00:00 2001
From: Rohith ND <73429989+ndrohith09@users.noreply.github.com>
Date: Tue, 18 Oct 2022 23:26:49 +0530
Subject: [PATCH] [Doctest] Add doctest for `FlavaConfig` and `FNetConfig`
 (#19724)

---
 .../models/flava/configuration_flava.py       | 20 +++++++++----------
 .../models/fnet/configuration_fnet.py         |  4 ++--
 utils/documentation_tests.txt                 |  2 ++
 3 files changed, 14 insertions(+), 12 deletions(-)

diff --git a/src/transformers/models/flava/configuration_flava.py b/src/transformers/models/flava/configuration_flava.py
index 6bd782a9ea..623a567d3b 100644
--- a/src/transformers/models/flava/configuration_flava.py
+++ b/src/transformers/models/flava/configuration_flava.py
@@ -78,12 +78,12 @@ class FlavaImageConfig(PretrainedConfig):
     Example:
 
     ```python
-    >>> from transformers import FlavaImageModel, FlavaImageConfig
+    >>> from transformers import FlavaImageConfig, FlavaImageModel
 
     >>> # Initializing a FlavaImageModel with  style configuration
     >>> configuration = FlavaImageConfig()
 
-    >>> # Initializing a FlavaImageModel model from the style configuration
+    >>> # Initializing a FlavaImageModel model (with random weights) from the style configuration
     >>> model = FlavaImageModel(configuration)
 
     >>> # Accessing the model configuration
@@ -207,12 +207,12 @@ class FlavaTextConfig(PretrainedConfig):
     Example:
 
     ```python
-    >>> from transformers import FlavaTextModel, FlavaTextConfig
+    >>> from transformers import FlavaTextConfig, FlavaTextModel
 
     >>> # Initializing a FlavaTextModel with  style configuration
     >>> configuration = FlavaTextConfig()
 
-    >>> # Initializing a FlavaTextConfig from the style configuration
+    >>> # Initializing a FlavaTextModel model (with random weights) from the style configuration
     >>> model = FlavaTextModel(configuration)
 
     >>> # Accessing the model configuration
@@ -316,12 +316,12 @@ class FlavaMultimodalConfig(PretrainedConfig):
     Example:
 
     ```python
-    >>> from transformers import FlavaMultimodalModel, FlavaMultimodalConfig
+    >>> from transformers import FlavaMultimodalConfig, FlavaMultimodalModel
 
     >>> # Initializing a FlavaMultimodalModel with  style configuration
     >>> configuration = FlavaMultimodalConfig()
 
-    >>> # Initializing a FlavaMultimodalModel model from the style configuration
+    >>> # Initializing a FlavaMultimodalModel model (with random weights) from the style configuration
     >>> model = FlavaMultimodalModel(configuration)
 
     >>> # Accessing the model configuration
@@ -410,12 +410,12 @@ class FlavaImageCodebookConfig(PretrainedConfig):
     Example:
 
     ```python
-    >>> from transformers import FlavaImageCodebook, FlavaImageCodebookConfig
+    >>> from transformers import FlavaImageCodebookConfig, FlavaImageCodebook
 
     >>> # Initializing a FlavaImageCodebook with style configuration
     >>> configuration = FlavaImageCodebookConfig()
 
-    >>> # Initializing a FlavaImageCodebook model from the style configuration
+    >>> # Initializing a FlavaImageCodebook model (with random weights) from the style configuration
     >>> model = FlavaImageCodebook(configuration)
     >>> # Accessing the model configuration
     >>> configuration = model.config
@@ -515,12 +515,12 @@ class FlavaConfig(PretrainedConfig):
     Example:
 
     ```python
-    >>> from transformers import FlavaModel, FlavaForPreTraining, FlavaConfig
+    >>> from transformers import FlavaConfig, FlavaModel, FlavaForPreTraining
 
     >>> # Initializing a FlavaConfig with style configuration
     >>> configuration = FlavaConfig()
 
-    >>> # Initializing a FlavaModel and FlavaForPreTraining model from the style configuration
+    >>> # Initializing a FlavaModel and FlavaForPreTraining model (with random weights) from the style configuration
     >>> model = FlavaModel(configuration)
     >>> model_pre = FlavaForPreTraining(configuration)
 
diff --git a/src/transformers/models/fnet/configuration_fnet.py b/src/transformers/models/fnet/configuration_fnet.py
index 409a7891aa..29dc4c0f91 100644
--- a/src/transformers/models/fnet/configuration_fnet.py
+++ b/src/transformers/models/fnet/configuration_fnet.py
@@ -73,12 +73,12 @@ class FNetConfig(PretrainedConfig):
     Example:
 
     ```python
-    >>> from transformers import FNetModel, FNetConfig
+    >>> from transformers import FNetConfig, FNetModel
 
     >>> # Initializing a FNet fnet-base style configuration
     >>> configuration = FNetConfig()
 
-    >>> # Initializing a model from the fnet-base style configuration
+    >>> # Initializing a model (with random weights) from the fnet-base style configuration
     >>> model = FNetModel(configuration)
 
     >>> # Accessing the model configuration
diff --git a/utils/documentation_tests.txt b/utils/documentation_tests.txt
index d94d7706e9..e6cdb2100f 100644
--- a/utils/documentation_tests.txt
+++ b/utils/documentation_tests.txt
@@ -60,6 +60,8 @@ src/transformers/models/dpt/modeling_dpt.py
 src/transformers/models/electra/modeling_electra.py
 src/transformers/models/electra/modeling_tf_electra.py
 src/transformers/models/ernie/configuration_ernie.py
+src/transformers/models/flava/configuration_flava.py
+src/transformers/models/fnet/configuration_fnet.py
 src/transformers/models/glpn/modeling_glpn.py
 src/transformers/models/gpt2/configuration_gpt2.py
 src/transformers/models/gpt2/modeling_gpt2.py