From 7df0751cc623cc5a16321c344183718f0d9e82f8 Mon Sep 17 00:00:00 2001
From: Rohith ND <73429989+ndrohith09@users.noreply.github.com>
Date: Wed, 19 Oct 2022 17:52:41 +0530
Subject: [PATCH] [Doctest] GPTNeoConfig , GPTNeoXConfig ,
 GPTNeoXJapaneseConfig (#19741)

---
 src/transformers/models/gpt_neo/configuration_gpt_neo.py      | 4 ++--
 src/transformers/models/gpt_neox/configuration_gpt_neox.py    | 4 ++--
 .../gpt_neox_japanese/configuration_gpt_neox_japanese.py      | 4 ++--
 utils/documentation_tests.txt                                 | 3 +++
 4 files changed, 9 insertions(+), 6 deletions(-)

diff --git a/src/transformers/models/gpt_neo/configuration_gpt_neo.py b/src/transformers/models/gpt_neo/configuration_gpt_neo.py
index 00054a2c6b..4d07670621 100644
--- a/src/transformers/models/gpt_neo/configuration_gpt_neo.py
+++ b/src/transformers/models/gpt_neo/configuration_gpt_neo.py
@@ -82,12 +82,12 @@ class GPTNeoConfig(PretrainedConfig):
     Example:
 
     ```python
-    >>> from transformers import GPTNeoModel, GPTNeoConfig
+    >>> from transformers import GPTNeoConfig, GPTNeoModel
 
     >>> # Initializing a GPTNeo EleutherAI/gpt-neo-1.3B style configuration
     >>> configuration = GPTNeoConfig()
 
-    >>> # Initializing a model from the EleutherAI/gpt-neo-1.3B style configuration
+    >>> # Initializing a model (with random weights) from the EleutherAI/gpt-neo-1.3B style configuration
     >>> model = GPTNeoModel(configuration)
 
     >>> # Accessing the model configuration
diff --git a/src/transformers/models/gpt_neox/configuration_gpt_neox.py b/src/transformers/models/gpt_neox/configuration_gpt_neox.py
index 3ce1bd7873..966c396189 100644
--- a/src/transformers/models/gpt_neox/configuration_gpt_neox.py
+++ b/src/transformers/models/gpt_neox/configuration_gpt_neox.py
@@ -72,12 +72,12 @@ class GPTNeoXConfig(PretrainedConfig):
         Example:
 
     ```python
-    >>> from transformers import GPTNeoXModel, GPTNeoXConfig
+    >>> from transformers import GPTNeoXConfig, GPTNeoXModel
 
     >>> # Initializing a GPTNeoX gpt-neox-20b style configuration
     >>> configuration = GPTNeoXConfig()
 
-    >>> # Initializing a model from the gpt-neox-20b style configuration
+    >>> # Initializing a model (with random weights) from the gpt-neox-20b style configuration
     >>> model = GPTNeoXModel(configuration)
 
     >>> # Accessing the model configuration
diff --git a/src/transformers/models/gpt_neox_japanese/configuration_gpt_neox_japanese.py b/src/transformers/models/gpt_neox_japanese/configuration_gpt_neox_japanese.py
index 749a9400b9..1cf08ef301 100644
--- a/src/transformers/models/gpt_neox_japanese/configuration_gpt_neox_japanese.py
+++ b/src/transformers/models/gpt_neox_japanese/configuration_gpt_neox_japanese.py
@@ -72,12 +72,12 @@ class GPTNeoXJapaneseConfig(PretrainedConfig):
         Example:
 
     ```python
-    >>> from transformers import GPTNeoXJapaneseModel, GPTNeoXJapaneseConfig
+    >>> from transformers import GPTNeoXJapaneseConfig, GPTNeoXJapaneseModel
 
     >>> # Initializing a GPTNeoXJapanese gpt-neox-japanese-2.7b style configuration
     >>> configuration = GPTNeoXJapaneseConfig()
 
-    >>> # Initializing a model from the gpt-neox-japanese-2.7b style configuration
+    >>> # Initializing a model (with random weights) from the gpt-neox-japanese-2.7b style configuration
     >>> model = GPTNeoXJapaneseModel(configuration)
 
     >>> # Accessing the model configuration
diff --git a/utils/documentation_tests.txt b/utils/documentation_tests.txt
index 9782c80015..a6a4f789de 100644
--- a/utils/documentation_tests.txt
+++ b/utils/documentation_tests.txt
@@ -67,6 +67,9 @@ src/transformers/models/glpn/modeling_glpn.py
 src/transformers/models/gpt2/configuration_gpt2.py
 src/transformers/models/gpt2/modeling_gpt2.py
 src/transformers/models/gptj/modeling_gptj.py
+src/transformers/models/gpt_neo/configuration_gpt_neo.py
+src/transformers/models/gpt_neox/configuration_gpt_neox.py
+src/transformers/models/gpt_neox_japanese/configuration_gpt_neox_japanese.py
 src/transformers/models/groupvit/modeling_groupvit.py
 src/transformers/models/groupvit/modeling_tf_groupvit.py
 src/transformers/models/hubert/modeling_hubert.py