Fix formatting

lm_eval/api/registry.py

@@ -126,7 +126,7 @@ def get_metric(name, hf_evaluate_metric=False):
             eval_logger.warning(
                 f"Could not find registered metric '{name}' in lm-eval, searching in HF Evaluate library..."
             )
-    
+
     try:
         metric_object = evaluate.load(name)
         return metric_object.compute

lm_eval/api/task.py

@@ -555,9 +555,13 @@ class ConfigurableTask(Task):
                 kwargs = {
                     key: metric_config[key]
                     for key in metric_config
-                    if key not in ["metric", "aggregation", "higher_is_better", "hf_evaluate"]
+                    if key
+                    not in ["metric", "aggregation", "higher_is_better", "hf_evaluate"]
                 }
-                hf_evaluate_metric = "hf_evaluate" in metric_config and metric_config["hf_evaluate"] is True
+                hf_evaluate_metric = (
+                    "hf_evaluate" in metric_config
+                    and metric_config["hf_evaluate"] is True
+                )
 
                 if self.config.process_results is not None:
                     self._metric_fn_list[metric_name] = None
@@ -568,7 +572,9 @@ class ConfigurableTask(Task):
                     self._metric_fn_list[metric_name] = metric_fn
                     self._metric_fn_kwargs[metric_name] = kwargs
                 else:
-                    self._metric_fn_list[metric_name] = get_metric(metric_name, hf_evaluate_metric)
+                    self._metric_fn_list[metric_name] = get_metric(
+                        metric_name, hf_evaluate_metric
+                    )
                     self._metric_fn_kwargs[metric_name] = kwargs
 
                 if "aggregation" in metric_config:

lm_eval/filters/transformation.py

@@ -37,7 +37,9 @@ class MapFilter(Filter):
         Example:
         mapper = MapFilter({'A': 1, 'B': 2}, default_value=0)
         """
-        assert isinstance(mapping_dict, dict), "Provided mapping_dict is not a dictionary"
+        assert isinstance(
+            mapping_dict, dict
+        ), "Provided mapping_dict is not a dictionary"
         self.mapping_dict = mapping_dict
         self.default_value = default_value