diff --git a/dvc/fs/azure.py b/dvc/fs/azure.py
index 41ee4554b..f9eeb0640 100644
--- a/dvc/fs/azure.py
+++ b/dvc/fs/azure.py
@@ -10,7 +10,7 @@ from dvc.exceptions import DvcException
 from dvc.scheme import Schemes
 from dvc.utils import format_link
 
-from .fsspec_wrapper import CallbackMixin, ObjectFSWrapper
+from .fsspec_wrapper import ObjectFSWrapper
 
 logger = logging.getLogger(__name__)
 _DEFAULT_CREDS_STEPS = (
@@ -38,7 +38,7 @@ def _az_config():
 
 
 # pylint:disable=abstract-method
-class AzureFileSystem(CallbackMixin, ObjectFSWrapper):
+class AzureFileSystem(ObjectFSWrapper):
     scheme = Schemes.AZURE
     PARAM_CHECKSUM = "etag"
     REQUIRES = {
diff --git a/dvc/fs/fsspec_wrapper.py b/dvc/fs/fsspec_wrapper.py
index 89a3e5ac6..cb1793d71 100644
--- a/dvc/fs/fsspec_wrapper.py
+++ b/dvc/fs/fsspec_wrapper.py
@@ -1,9 +1,7 @@
-import os
 import shutil
 from typing import IO, TYPE_CHECKING, Any, Dict, Iterator, Optional, overload
 
 from funcy import cached_property
-from tqdm.utils import CallbackIOWrapper
 
 from ._callback import DEFAULT_CALLBACK
 from .base import FileSystem
@@ -218,40 +216,3 @@ class NoDirectoriesMixin:
 
     def ls(self, *args, **kwargs):
         raise NotImplementedError
-
-
-class CallbackMixin:
-    """Provides callback support for the filesystem that don't support yet."""
-
-    def put_file(
-        self,
-        from_file,
-        to_info,
-        callback=DEFAULT_CALLBACK,
-        **kwargs,
-    ):
-        """Add compatibility support for Callback."""
-        # pylint: disable=protected-access
-        self.makedirs(self.path.parent(to_info))
-        size = os.path.getsize(from_file)
-        with open(from_file, "rb") as fobj:
-            callback.set_size(size)
-            wrapped = CallbackIOWrapper(callback.relative_update, fobj)
-            self.upload_fobj(wrapped, to_info)
-            self.fs.invalidate_cache(self.path.parent(to_info))
-
-    def get_file(
-        self,
-        from_info,
-        to_info,
-        callback=DEFAULT_CALLBACK,
-        **kwargs,
-    ):
-        # pylint: disable=protected-access
-        total: int = self.getsize(from_info)
-        if total:
-            callback.set_size(total)
-
-        with self.open(from_info, "rb") as fobj, open(to_info, "wb") as fdest:
-            wrapped = CallbackIOWrapper(callback.relative_update, fobj)
-            shutil.copyfileobj(wrapped, fdest, length=fobj.blocksize)
diff --git a/dvc/fs/gs.py b/dvc/fs/gs.py
index 41ef7bfb0..56f17340f 100644
--- a/dvc/fs/gs.py
+++ b/dvc/fs/gs.py
@@ -5,10 +5,10 @@ from funcy import cached_property, wrap_prop
 from dvc.scheme import Schemes
 
 # pylint:disable=abstract-method
-from .fsspec_wrapper import CallbackMixin, ObjectFSWrapper
+from .fsspec_wrapper import ObjectFSWrapper
 
 
-class GSFileSystem(CallbackMixin, ObjectFSWrapper):
+class GSFileSystem(ObjectFSWrapper):
     scheme = Schemes.GS
     REQUIRES = {"gcsfs": "gcsfs"}
     PARAM_CHECKSUM = "etag"
diff --git a/dvc/fs/hdfs.py b/dvc/fs/hdfs.py
index e77fdf9dd..c2abc1ae4 100644
--- a/dvc/fs/hdfs.py
+++ b/dvc/fs/hdfs.py
@@ -8,13 +8,13 @@ from funcy import cached_property, wrap_prop
 from dvc.scheme import Schemes
 from dvc.utils import fix_env
 
-from .fsspec_wrapper import CallbackMixin, FSSpecWrapper
+from .fsspec_wrapper import FSSpecWrapper
 
 CHECKSUM_REGEX = re.compile(r".*\t.*\t(?P<checksum>.*)")
 
 
 # pylint: disable=abstract-method
-class HDFSFileSystem(CallbackMixin, FSSpecWrapper):
+class HDFSFileSystem(FSSpecWrapper):
     scheme = Schemes.HDFS
     REQUIRES = {"fsspec": "fsspec", "pyarrow": "pyarrow"}
     PARAM_CHECKSUM = "checksum"
diff --git a/dvc/fs/webhdfs.py b/dvc/fs/webhdfs.py
index 29d055af9..a862867b3 100644
--- a/dvc/fs/webhdfs.py
+++ b/dvc/fs/webhdfs.py
@@ -5,10 +5,10 @@ from funcy import cached_property, wrap_prop
 from dvc.scheme import Schemes
 
 # pylint:disable=abstract-method
-from .fsspec_wrapper import CallbackMixin, FSSpecWrapper
+from .fsspec_wrapper import FSSpecWrapper
 
 
-class WebHDFSFileSystem(CallbackMixin, FSSpecWrapper):
+class WebHDFSFileSystem(FSSpecWrapper):
     scheme = Schemes.WEBHDFS
     REQUIRES = {"fsspec": "fsspec"}
     PARAM_CHECKSUM = "checksum"