diff --git a/internlm/model/modeling_internlm.py b/internlm/model/modeling_internlm.py
index a2cc14f..38fb9ca 100644
--- a/internlm/model/modeling_internlm.py
+++ b/internlm/model/modeling_internlm.py
@@ -2,11 +2,9 @@
 # -*- encoding: utf-8 -*-
 
 import math
-import random
 from functools import wraps
 from typing import Optional
 
-import numpy as np
 import torch
 from flash_attn.modules.embedding import ParallelGPT2Embeddings
 from flash_attn.modules.mlp import ParallelFusedMLP
@@ -14,6 +12,7 @@ from torch import nn
 
 from internlm.core.context import IS_SEQUENCE_PARALLEL, IS_TENSOR_PARALLEL, ParallelMode
 from internlm.core.context.parallel_context import global_context as gpc
+from internlm.core.context.random import _SEED_MANAGER
 from internlm.initialize.initialize_tensor import normal_, scaled_init_method_normal
 from internlm.initialize.launch import GLOBAL_SEED
 from internlm.model.embedding import Embedding1D
@@ -418,10 +417,8 @@ class PackedFlashInternLm1D(nn.Module):
 def fix_seed(func):
     @wraps(func)
     def wrapper(*args, **kwargs):
-        seed = GLOBAL_SEED
-        random.seed(seed)
-        np.random.seed(seed)
-        torch.manual_seed(seed)
+        _SEED_MANAGER.reset()
+        gpc.set_seed(GLOBAL_SEED)
         func(*args, **kwargs)
 
     return wrapper