diff --git a/src/transformers/models/glm/modeling_glm.py b/src/transformers/models/glm/modeling_glm.py
index 6354e20e33fe8c..1e7c6eae0ee719 100644
--- a/src/transformers/models/glm/modeling_glm.py
+++ b/src/transformers/models/glm/modeling_glm.py
@@ -59,6 +59,9 @@
 _CHECKPOINT_FOR_DOC = "dummy"
 
 
+_CHECKPOINT_FOR_DOC = "THUDM/glm-4-9b"
+
+
 class GlmRMSNorm(nn.Module):
     def __init__(self, hidden_size, eps=1e-6):
         """
diff --git a/src/transformers/models/glm/modular_glm.py b/src/transformers/models/glm/modular_glm.py
index c26477fdc173b1..9cfd617eeb2353 100644
--- a/src/transformers/models/glm/modular_glm.py
+++ b/src/transformers/models/glm/modular_glm.py
@@ -44,6 +44,8 @@
 from .configuration_glm import GlmConfig
 
 
+_CHECKPOINT_FOR_DOC = "THUDM/glm-4-9b"
+
 logger = logging.get_logger(__name__)
 
 _CHECKPOINT_FOR_DOC = "dummy"