[Doctest] Add doctest for FlavaConfig and FNetConfig (#19724)

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)
 

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

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