fix: Fixed raising TypeError instead of ValueError for invalid type (#32111)

* Raised TypeError instead of ValueError for invalid types.

* Updated formatting using ruff.

* Retrieved few changes.

* Retrieved few changes.

* Updated tests accordingly.

examples/research_projects/distillation/grouped_batch_sampler.py

@@ -59,7 +59,7 @@ class GroupedBatchSampler(BatchSampler):
 
     def __init__(self, sampler, group_ids, batch_size):
         if not isinstance(sampler, Sampler):
-            raise ValueError(
+            raise TypeError(
                 "sampler should be an instance of torch.utils.data.Sampler, but got sampler={}".format(sampler)
             )
         self.sampler = sampler

examples/research_projects/tapex/wikisql_utils.py

@@ -48,7 +48,7 @@ def convert_to_float(value):
     if isinstance(value, int):
         return float(value)
     if not isinstance(value, str):
-        raise ValueError("Argument value is not a string. Can't parse it as float")
+        raise TypeError("Argument value is not a string. Can't parse it as float")
     sanitized = value
 
     try:
@@ -158,7 +158,7 @@ def _respect_conditions(table, row, conditions):
             cmp_value = _normalize_for_match(cmp_value)
 
         if not isinstance(table_value, type(cmp_value)):
-            raise ValueError("Type difference {} != {}".format(type(table_value), type(cmp_value)))
+            raise TypeError("Type difference {} != {}".format(type(table_value), type(cmp_value)))
 
         if not _compare(cond.operator, table_value, cmp_value):
             return False