diff --git a/internlm/train/training_internlm.py b/internlm/train/training_internlm.py
index 474bfd2..db18951 100644
--- a/internlm/train/training_internlm.py
+++ b/internlm/train/training_internlm.py
@@ -2,6 +2,7 @@
 # -*- encoding: utf-8 -*-
 
 import functools
+import gc
 import os
 import pickle
 import time
@@ -262,6 +263,9 @@ def get_train_data_loader(num_worker: int = 0, dataset_generate_func: Optional[C
             data_world_size=gpc.get_world_size(ParallelMode.DATA),
         )
         train_collate_fn = partial(packed_collate_fn, packed_length=data_cfg.packed_length)
+    
+    def dl_worker_init(worker_id):
+        gc.enable()
 
     # Create the training data loader
     train_dl = DataLoader(
@@ -271,6 +275,7 @@ def get_train_data_loader(num_worker: int = 0, dataset_generate_func: Optional[C
         pin_memory=True,
         collate_fn=train_collate_fn,
         persistent_workers=num_worker > 0,
+        worker_init_fn = dl_worker_init,
     )
 
     return train_dl, dataset_types