diff --git a/llms/mlx_lm/tuner/trainer.py b/llms/mlx_lm/tuner/trainer.py
index 64e26af8..35f18d29 100644
--- a/llms/mlx_lm/tuner/trainer.py
+++ b/llms/mlx_lm/tuner/trainer.py
@@ -1,20 +1,14 @@
 # Copyright © 2024 Apple Inc.
 
-import glob
-import shutil
 import time
 from dataclasses import dataclass, field
 from pathlib import Path
-from typing import List, Optional, Tuple
 
 import mlx.core as mx
 import mlx.nn as nn
 import numpy as np
 from mlx.nn.utils import average_gradients
 from mlx.utils import tree_flatten
-from transformers import PreTrainedTokenizer
-
-from .datasets import CompletionsDataset
 
 
 def grad_checkpoint(layer):