Fix code example to load bigcode starcoder2 7b (#32474)

src/transformers/models/starcoder2/configuration_starcoder2.py

@@ -25,7 +25,7 @@ class Starcoder2Config(PretrainedConfig):
     r"""
     This is the configuration class to store the configuration of a [`Starcoder2Model`]. It is used to instantiate a
     Starcoder2 model according to the specified arguments, defining the model architecture. Instantiating a configuration
-    with the defaults will yield a similar configuration to that of the [bigcode/starcoder2-7b_16k](https://huggingface.co/bigcode/starcoder2-7b_16k) model.
+    with the defaults will yield a similar configuration to that of the [bigcode/starcoder2-7b](https://huggingface.co/bigcode/starcoder2-7b) model.
 
 
     Configuration objects inherit from [`PretrainedConfig`] and can be used to control the model outputs. Read the

src/transformers/models/starcoder2/modeling_starcoder2.py

@@ -1058,8 +1058,8 @@ class Starcoder2ForCausalLM(Starcoder2PreTrainedModel):
         ```python
         >>> from transformers import AutoTokenizer, Starcoder2ForCausalLM
 
-        >>> model = Starcoder2ForCausalLM.from_pretrained("bigcode/starcoder2-7b_16k")
-        >>> tokenizer = AutoTokenizer.from_pretrained("bigcode/starcoder2-7b_16k")
+        >>> model = Starcoder2ForCausalLM.from_pretrained("bigcode/starcoder2-7b")
+        >>> tokenizer = AutoTokenizer.from_pretrained("bigcode/starcoder2-7b")
 
         >>> prompt = "Hey, are you conscious? Can you talk to me?"
         >>> inputs = tokenizer(prompt, return_tensors="pt")