fix typos (#9924)

2021-02-01 18:47:45 +05:30
parent 8672bcda1f
commit 0842c33edd
2 changed files with 34 additions and 43 deletions
--- a/src/transformers/models/auto/modeling_auto.py
+++ b/src/transformers/models/auto/modeling_auto.py
@@ -678,7 +678,7 @@ class AutoModel:
    r"""
    This is a generic model class that will be instantiated as one of the base model classes of the library when
    created with the :meth:`~transformers.AutoModel.from_pretrained` class method or the
-    :meth:`~transformers.AutoModel.from_config` class methods.
+    :meth:`~transformers.AutoModel.from_config` class method.

    This class cannot be instantiated directly using ``__init__()`` (throws an error).
    """
@@ -768,7 +768,7 @@ class AutoModel:
 class AutoModelForPreTraining:
    r"""
    This is a generic model class that will be instantiated as one of the model classes of the library---with the
-    architecture used for pretraining this model---when created with the when created with the
+    architecture used for pretraining this model---when created with the
    :meth:`~transformers.AutoModelForPreTraining.from_pretrained` class method or the
    :meth:`~transformers.AutoModelForPreTraining.from_config` class method.

@@ -862,9 +862,8 @@ class AutoModelForPreTraining:
 class AutoModelWithLMHead:
    r"""
    This is a generic model class that will be instantiated as one of the model classes of the library---with a
-    language modeling head---when created with the when created with the
-    :meth:`~transformers.AutoModelWithLMHead.from_pretrained` class method or the
-    :meth:`~transformers.AutoModelWithLMHead.from_config` class method.
+    language modeling head---when created with the :meth:`~transformers.AutoModelWithLMHead.from_pretrained` class
+    method or the :meth:`~transformers.AutoModelWithLMHead.from_config` class method.

    This class cannot be instantiated directly using ``__init__()`` (throws an error).

@@ -974,9 +973,8 @@ class AutoModelWithLMHead:
 class AutoModelForCausalLM:
    r"""
    This is a generic model class that will be instantiated as one of the model classes of the library---with a causal
-    language modeling head---when created with the when created with the
-    :meth:`~transformers.AutoModelForCausalLM.from_pretrained` class method or the
-    :meth:`~transformers.AutoModelForCausalLM.from_config` class method.
+    language modeling head---when created with the :meth:`~transformers.AutoModelForCausalLM.from_pretrained` class
+    method or the :meth:`~transformers.AutoModelForCausalLM.from_config` class method.

    This class cannot be instantiated directly using ``__init__()`` (throws an error).
    """
@@ -1068,9 +1066,8 @@ class AutoModelForCausalLM:
 class AutoModelForMaskedLM:
    r"""
    This is a generic model class that will be instantiated as one of the model classes of the library---with a masked
-    language modeling head---when created with the when created with the
-    :meth:`~transformers.AutoModelForMaskedLM.from_pretrained` class method or the
-    :meth:`~transformers.AutoModelForMaskedLM.from_config` class method.
+    language modeling head---when created with the :meth:`~transformers.AutoModelForMaskedLM.from_pretrained` class
+    method or the :meth:`~transformers.AutoModelForMaskedLM.from_config` class method.

    This class cannot be instantiated directly using ``__init__()`` (throws an error).
    """
@@ -1162,7 +1159,7 @@ class AutoModelForMaskedLM:
 class AutoModelForSeq2SeqLM:
    r"""
    This is a generic model class that will be instantiated as one of the model classes of the library---with a
-    sequence-to-sequence language modeling head---when created with the when created with the
+    sequence-to-sequence language modeling head---when created with the
    :meth:`~transformers.AutoModelForSeq2SeqLM.from_pretrained` class method or the
    :meth:`~transformers.AutoModelForSeq2SeqLM.from_config` class method.

@@ -1260,7 +1257,7 @@ class AutoModelForSeq2SeqLM:
 class AutoModelForSequenceClassification:
    r"""
    This is a generic model class that will be instantiated as one of the model classes of the library---with a
-    sequence classification head---when created with the when created with the
+    sequence classification head---when created with the
    :meth:`~transformers.AutoModelForSequenceClassification.from_pretrained` class method or the
    :meth:`~transformers.AutoModelForSequenceClassification.from_config` class method.

@@ -1358,9 +1355,8 @@ class AutoModelForSequenceClassification:
 class AutoModelForQuestionAnswering:
    r"""
    This is a generic model class that will be instantiated as one of the model classes of the library---with a
-    question answering head---when created with the when created with the
-    :meth:`~transformers.AutoModeForQuestionAnswering.from_pretrained` class method or the
-    :meth:`~transformers.AutoModelForQuestionAnswering.from_config` class method.
+    question answering head---when created with the :meth:`~transformers.AutoModeForQuestionAnswering.from_pretrained`
+    class method or the :meth:`~transformers.AutoModelForQuestionAnswering.from_config` class method.

    This class cannot be instantiated directly using ``__init__()`` (throws an error).
    """
@@ -1457,7 +1453,7 @@ class AutoModelForQuestionAnswering:
 class AutoModelForTableQuestionAnswering:
    r"""
    This is a generic model class that will be instantiated as one of the model classes of the library---with a table
-    question answering head---when created with the when created with the
+    question answering head---when created with the
    :meth:`~transformers.AutoModeForTableQuestionAnswering.from_pretrained` class method or the
    :meth:`~transformers.AutoModelForTableQuestionAnswering.from_config` class method.

@@ -1557,9 +1553,8 @@ class AutoModelForTableQuestionAnswering:
 class AutoModelForTokenClassification:
    r"""
    This is a generic model class that will be instantiated as one of the model classes of the library---with a token
-    classification head---when created with the when created with the
-    :meth:`~transformers.AutoModelForTokenClassification.from_pretrained` class method or the
-    :meth:`~transformers.AutoModelForTokenClassification.from_config` class method.
+    classification head---when created with the :meth:`~transformers.AutoModelForTokenClassification.from_pretrained`
+    class method or the :meth:`~transformers.AutoModelForTokenClassification.from_config` class method.

    This class cannot be instantiated directly using ``__init__()`` (throws an error).
    """
@@ -1656,7 +1651,7 @@ class AutoModelForTokenClassification:
 class AutoModelForMultipleChoice:
    r"""
    This is a generic model class that will be instantiated as one of the model classes of the library---with a
-    multiple choice classification head---when created with the when created with the
+    multiple choice classification head---when created with the
    :meth:`~transformers.AutoModelForMultipleChoice.from_pretrained` class method or the
    :meth:`~transformers.AutoModelForMultipleChoice.from_config` class method.

@@ -1755,8 +1750,8 @@ class AutoModelForMultipleChoice:

 class AutoModelForNextSentencePrediction:
    r"""
-    This is a generic model class that will be instantiated as one of the model classes of the library---with a
-    multiple choice classification head---when created with the when created with the
+    This is a generic model class that will be instantiated as one of the model classes of the library---with a next
+    sentence prediction head---when created with the
    :meth:`~transformers.AutoModelForNextSentencePrediction.from_pretrained` class method or the
    :meth:`~transformers.AutoModelForNextSentencePrediction.from_config` class method.

--- a/src/transformers/models/auto/modeling_tf_auto.py
+++ b/src/transformers/models/auto/modeling_tf_auto.py
@@ -539,7 +539,7 @@ class TFAutoModel(object):
    r"""
    This is a generic model class that will be instantiated as one of the base model classes of the library when
    created with the when created with the :meth:`~transformers.TFAutoModel.from_pretrained` class method or the
-    :meth:`~transformers.TFAutoModel.from_config` class methods.
+    :meth:`~transformers.TFAutoModel.from_config` class method.

    This class cannot be instantiated directly using ``__init__()`` (throws an error).
    """
@@ -629,7 +629,7 @@ class TFAutoModel(object):
 class TFAutoModelForPreTraining(object):
    r"""
    This is a generic model class that will be instantiated as one of the model classes of the library---with the
-    architecture used for pretraining this model---when created with the when created with the
+    architecture used for pretraining this model---when created with the
    :meth:`~transformers.TFAutoModelForPreTraining.from_pretrained` class method or the
    :meth:`~transformers.TFAutoModelForPreTraining.from_config` class method.

@@ -723,9 +723,8 @@ class TFAutoModelForPreTraining(object):
 class TFAutoModelWithLMHead(object):
    r"""
    This is a generic model class that will be instantiated as one of the model classes of the library---with a
-    language modeling head---when created with the when created with the
-    :meth:`~transformers.TFAutoModelWithLMHead.from_pretrained` class method or the
-    :meth:`~transformers.TFAutoModelWithLMHead.from_config` class method.
+    language modeling head---when created with the :meth:`~transformers.TFAutoModelWithLMHead.from_pretrained` class
+    method or the :meth:`~transformers.TFAutoModelWithLMHead.from_config` class method.

    This class cannot be instantiated directly using ``__init__()`` (throws an error).

@@ -836,9 +835,8 @@ class TFAutoModelWithLMHead(object):
 class TFAutoModelForCausalLM:
    r"""
    This is a generic model class that will be instantiated as one of the model classes of the library---with a causal
-    language modeling head---when created with the when created with the
-    :meth:`~transformers.TFAutoModelForCausalLM.from_pretrained` class method or the
-    :meth:`~transformers.TFAutoModelForCausalLM.from_config` class method.
+    language modeling head---when created with the :meth:`~transformers.TFAutoModelForCausalLM.from_pretrained` class
+    method or the :meth:`~transformers.TFAutoModelForCausalLM.from_config` class method.

    This class cannot be instantiated directly using ``__init__()`` (throws an error).
    """
@@ -930,9 +928,8 @@ class TFAutoModelForCausalLM:
 class TFAutoModelForMaskedLM:
    r"""
    This is a generic model class that will be instantiated as one of the model classes of the library---with a masked
-    language modeling head---when created with the when created with the
-    :meth:`~transformers.TFAutoModelForMaskedLM.from_pretrained` class method or the
-    :meth:`~transformers.TFAutoModelForMaskedLM.from_config` class method.
+    language modeling head---when created with the :meth:`~transformers.TFAutoModelForMaskedLM.from_pretrained` class
+    method or the :meth:`~transformers.TFAutoModelForMaskedLM.from_config` class method.

    This class cannot be instantiated directly using ``__init__()`` (throws an error).
    """
@@ -1024,7 +1021,7 @@ class TFAutoModelForMaskedLM:
 class TFAutoModelForSeq2SeqLM:
    r"""
    This is a generic model class that will be instantiated as one of the model classes of the library---with a
-    sequence-to-sequence language modeling head---when created with the when created with the
+    sequence-to-sequence language modeling head---when created with the
    :meth:`~transformers.TFAutoModelForSeq2SeqLM.from_pretrained` class method or the
    :meth:`~transformers.TFAutoModelForSeq2SeqLM.from_config` class method.

@@ -1122,7 +1119,7 @@ class TFAutoModelForSeq2SeqLM:
 class TFAutoModelForSequenceClassification(object):
    r"""
    This is a generic model class that will be instantiated as one of the model classes of the library---with a
-    sequence classification head---when created with the when created with the
+    sequence classification head---when created with the
    :meth:`~transformers.TFAutoModelForSequenceClassification.from_pretrained` class method or the
    :meth:`~transformers.TFAutoModelForSequenceClassification.from_config` class method.

@@ -1220,7 +1217,7 @@ class TFAutoModelForSequenceClassification(object):
 class TFAutoModelForQuestionAnswering(object):
    r"""
    This is a generic model class that will be instantiated as one of the model classes of the library---with a
-    question answering head---when created with the when created with the
+    question answering head---when created with the
    :meth:`~transformers.TFAutoModeForQuestionAnswering.from_pretrained` class method or the
    :meth:`~transformers.TFAutoModelForQuestionAnswering.from_config` class method.

@@ -1317,9 +1314,8 @@ class TFAutoModelForQuestionAnswering(object):
 class TFAutoModelForTokenClassification:
    r"""
    This is a generic model class that will be instantiated as one of the model classes of the library---with a token
-    classification head---when created with the when created with the
-    :meth:`~transformers.TFAutoModelForTokenClassification.from_pretrained` class method or the
-    :meth:`~transformers.TFAutoModelForTokenClassification.from_config` class method.
+    classification head---when created with the :meth:`~transformers.TFAutoModelForTokenClassification.from_pretrained`
+    class method or the :meth:`~transformers.TFAutoModelForTokenClassification.from_config` class method.

    This class cannot be instantiated directly using ``__init__()`` (throws an error).
    """
@@ -1414,7 +1410,7 @@ class TFAutoModelForTokenClassification:
 class TFAutoModelForMultipleChoice:
    r"""
    This is a generic model class that will be instantiated as one of the model classes of the library---with a
-    multiple choice classification head---when created with the when created with the
+    multiple choice classification head---when created with the
    :meth:`~transformers.TFAutoModelForMultipleChoice.from_pretrained` class method or the
    :meth:`~transformers.TFAutoModelForMultipleChoice.from_config` class method.

@@ -1511,8 +1507,8 @@ class TFAutoModelForMultipleChoice:

 class TFAutoModelForNextSentencePrediction:
    r"""
-    This is a generic model class that will be instantiated as one of the model classes of the library---with a
-    multiple choice classification head---when created with the when created with the
+    This is a generic model class that will be instantiated as one of the model classes of the library---with a next
+    sentence prediction head---when created with the
    :meth:`~transformers.TFAutoModelForNextSentencePrediction.from_pretrained` class method or the
    :meth:`~transformers.TFAutoModelForNextSentencePrediction.from_config` class method.