Broken links fixed related to datasets docs (#27569)

fixed the broken links belogs to dataset library of transformers

examples/tensorflow/contrastive-image-text/run_clip.py

@@ -361,7 +361,7 @@ def main():
             token=model_args.token,
         )
     # See more about loading any type of standard or custom dataset (from files, python dict, pandas DataFrame, etc) at
-    # https://huggingface.co/docs/datasets/loading_datasets.html.
+    # https://huggingface.co/docs/datasets/loading_datasets.
 
     # 5. Load pretrained model, tokenizer, and image processor
     if model_args.tokenizer_name:

examples/tensorflow/image-classification/run_image_classification.py

@@ -316,7 +316,7 @@ def main():
             task="image-classification",
         )
     # See more about loading any type of standard or custom dataset (from files, python dict, pandas DataFrame, etc) at
-    # https://huggingface.co/docs/datasets/loading_datasets.html.
+    # https://huggingface.co/docs/datasets/loading_datasets.
 
     # Prepare label mappings.
     # We'll include these in the model's config to get human readable labels in the Inference API.

examples/tensorflow/language-modeling/run_clm.py

@@ -371,7 +371,7 @@ def main():
                 **dataset_args,
             )
     # See more about loading any type of standard or custom dataset (from files, python dict, pandas DataFrame, etc) at
-    # https://huggingface.co/docs/datasets/loading_datasets.html.
+    # https://huggingface.co/docs/datasets/loading_datasets.
     # endregion
 
     # region Load pretrained model and tokenizer

examples/tensorflow/language-modeling/run_mlm.py

@@ -353,7 +353,7 @@ def main():
         )
 
     # See more about loading any type of standard or custom dataset (from files, python dict, pandas DataFrame, etc) at
-    # https://huggingface.co/docs/datasets/loading_datasets.html.
+    # https://huggingface.co/docs/datasets/loading_datasets.
     # endregion
 
     # region Load pretrained model and tokenizer

examples/tensorflow/multiple-choice/run_swag.py

@@ -338,7 +338,7 @@ def main():
             token=model_args.token,
         )
     # See more about loading any type of standard or custom dataset (from files, python dict, pandas DataFrame, etc) at
-    # https://huggingface.co/docs/datasets/loading_datasets.html.
+    # https://huggingface.co/docs/datasets/loading_datasets.
 
     # When using your own dataset or a different dataset from swag, you will probably need to change this.
     ending_names = [f"ending{i}" for i in range(4)]

examples/tensorflow/question-answering/run_qa.py

@@ -352,7 +352,7 @@ def main():
             token=model_args.token,
         )
     # See more about loading any type of standard or custom dataset (from files, python dict, pandas DataFrame, etc) at
-    # https://huggingface.co/docs/datasets/loading_datasets.html.
+    # https://huggingface.co/docs/datasets/loading_datasets.
     # endregion
 
     # region Load pretrained model and tokenizer

examples/tensorflow/summarization/run_summarization.py

@@ -401,7 +401,7 @@ def main():
             token=model_args.token,
         )
     # See more about loading any type of standard or custom dataset (from files, python dict, pandas DataFrame, etc) at
-    # https://huggingface.co/docs/datasets/loading_datasets.html.
+    # https://huggingface.co/docs/datasets/loading_datasets.
     # endregion
 
     # region Load model config and tokenizer

examples/tensorflow/text-classification/run_glue.py

@@ -271,7 +271,7 @@ def main():
         token=model_args.token,
     )
     # See more about loading any type of standard or custom dataset at
-    # https://huggingface.co/docs/datasets/loading_datasets.html.
+    # https://huggingface.co/docs/datasets/loading_datasets.
 
     is_regression = data_args.task_name == "stsb"
     if not is_regression:

examples/tensorflow/text-classification/run_text_classification.py

@@ -290,7 +290,7 @@ def main():
         # Loading a dataset from local json files
         datasets = load_dataset("json", data_files=data_files, cache_dir=model_args.cache_dir)
     # See more about loading any type of standard or custom dataset at
-    # https://huggingface.co/docs/datasets/loading_datasets.html.
+    # https://huggingface.co/docs/datasets/loading_datasets.
     # endregion
 
     # region Label preprocessing

examples/tensorflow/token-classification/run_ner.py

@@ -269,7 +269,7 @@ def main():
             token=model_args.token,
         )
     # See more about loading any type of standard or custom dataset (from files, python dict, pandas DataFrame, etc) at
-    # https://huggingface.co/docs/datasets/loading_datasets.html.
+    # https://huggingface.co/docs/datasets/loading_datasets.
 
     if raw_datasets["train"] is not None:
         column_names = raw_datasets["train"].column_names