diff --git a/fl4health/clients/basic_client.py b/fl4health/clients/basic_client.py
index ce6962831..bfed7f1a7 100644
--- a/fl4health/clients/basic_client.py
+++ b/fl4health/clients/basic_client.py
@@ -1,15 +1,17 @@
 import copy
 import datetime
+import os
 from collections.abc import Iterable, Sequence
 from enum import Enum
-from logging import INFO, WARNING
+from inspect import currentframe, getframeinfo
+from logging import INFO, WARNING, LogRecord
 from pathlib import Path
 from typing import Any, Optional, Tuple, Union
 
 import torch
 import torch.nn as nn
 from flwr.client import NumPyClient
-from flwr.common.logger import LOG_COLORS, log
+from flwr.common.logger import LOGGER_NAME, console_handler, log
 from flwr.common.typing import Config, NDArrays, Scalar
 from torch.nn.modules.loss import _Loss
 from torch.optim import Optimizer
@@ -1264,6 +1266,19 @@ def maybe_progress_bar(self, iterable: Iterable) -> Iterable:
         if not self.progress_bar:
             return iterable
         else:
+            # We can use the flwr console handler to format progress bar
+            frame = currentframe()
+            lineno = 0 if frame is None else getframeinfo(frame).lineno
+            record = LogRecord(
+                name=LOGGER_NAME,
+                pathname=os.path.abspath(os.getcwd()),
+                lineno=lineno,  #
+                args={},
+                exc_info=None,
+                level=INFO,
+                msg="{l_bar}{bar}{r_bar}",
+            )
+            format = console_handler.format(record)
             # Create a clean looking tqdm instance that matches the flwr logging
             kwargs: Any = {
                 "leave": True,
@@ -1271,7 +1286,7 @@ def maybe_progress_bar(self, iterable: Iterable) -> Iterable:
                 # "desc": f"{LOG_COLORS['INFO']}INFO{LOG_COLORS['RESET']} ",
                 "unit": "steps",
                 "dynamic_ncols": True,
-                "bar_format": f"{LOG_COLORS['INFO']}INFO{LOG_COLORS['RESET']}" + " :        {l_bar}{bar}{r_bar}",
+                "bar_format": format,
             }
             return tqdm(iterable, **kwargs)