Raise TypeError instead of ValueError for invalid types (#38660)

* Raise TypeError instead of ValueError for invalid types.

* Removed un-necessary changes.

* Resolved conflicts

* Code quality

* Fix failing tests.

* Fix failing tests.

examples/flax/question-answering/run_qa.py

@@ -545,7 +545,7 @@ def main():
 
     # region Tokenizer check: this script requires a fast tokenizer.
     if not isinstance(tokenizer, PreTrainedTokenizerFast):
-        raise ValueError(
+        raise TypeError(
             "This example script only works for models that have a fast tokenizer. Check out the big table of models at"
             " https://huggingface.co/transformers/index.html#supported-frameworks to find the model types that meet"
             " this requirement"

examples/pytorch/question-answering/run_qa.py

@@ -356,7 +356,7 @@ def main():
 
     # Tokenizer check: this script requires a fast tokenizer.
     if not isinstance(tokenizer, PreTrainedTokenizerFast):
-        raise ValueError(
+        raise TypeError(
             "This example script only works for models that have a fast tokenizer. Check out the big table of models at"
             " https://huggingface.co/transformers/index.html#supported-frameworks to find the model types that meet"
             " this requirement"

examples/pytorch/token-classification/run_ner.py

@@ -398,7 +398,7 @@ def main():
 
     # Tokenizer check: this script requires a fast tokenizer.
     if not isinstance(tokenizer, PreTrainedTokenizerFast):
-        raise ValueError(
+        raise TypeError(
             "This example script only works for models that have a fast tokenizer. Check out the big table of models at"
             " https://huggingface.co/transformers/index.html#supported-frameworks to find the model types that meet"
             " this requirement"

examples/tensorflow/question-answering/run_qa.py

@@ -377,7 +377,7 @@ def main():
 
     # region Tokenizer check: this script requires a fast tokenizer.
     if not isinstance(tokenizer, PreTrainedTokenizerFast):
-        raise ValueError(
+        raise TypeError(
             "This example script only works for models that have a fast tokenizer. Check out the big table of models at"
             " https://huggingface.co/transformers/index.html#supported-frameworks to find the model types that meet"
             " this requirement"