change image_token_index to image_token_id

configuration_magma.py

@@ -108,19 +108,19 @@ class MagmaConfig(PretrainedConfig):
     >>> configuration = model.config
     ```"""
 
-    model_type = "magma"
+    model_type = "magma" 
     keys_to_ignore_at_inference = ["past_key_values"]
 
     def __init__(
         self,
         vision_config=None,
         text_config=None,
-        image_token_index=None,
+        image_token_id=None,
         tie_word_embeddings=False,
         **kwargs,
     ):
         self.vision_config = vision_config      
-        self.image_token_index = image_token_index
+        self.image_token_index = image_token_id
 
         if isinstance(text_config, dict):
             text_config["model_type"] = text_config["model_type"] if "model_type" in text_config else "llama"