change model initialization

handler.py

@@ -1,11 +1,11 @@
 from typing import Dict, List, Any
 import torch
-from transformers import AutoModelForSeq2SeqLM, AutoProcessor, AutoConfig
+from transformers import LlavaNextVideoForConditionalGeneration, AutoProcessor, AutoConfig
 
 class EndpointHandler:
     def __init__(self, path="/app"):
         config = AutoConfig.from_pretrained(path)
-        self.model = AutoModelForSeq2SeqLM.from_config(config)
+        self.model = LlavaNextVideoForConditionalGeneration.from_pretrained(path)
 
         # Load the processor from the configuration files
         self.processor = AutoProcessor.from_pretrained(path)