Update README.md

README.md

@@ -20,19 +20,17 @@ See more informations at [our GitHub](https://github.com/boostcampaitech6/level2
 ## Quick Tour
 ```python
 from transformers import AutoModelForCausalLM, AutoTokenizer
-from peft import PeftModel
-model_name  = "CurtisJeon/OrionStarAI-Orion-14B-Base-4bit"
+
 model = AutoModelForCausalLM.from_pretrained(
-    model_name,
+    "CurtisJeon/OrionStarAI-Orion-14B-Base-4bit",
     low_cpu_mem_usage=True,
     trust_remote_code=True,
     device_map="auto",
 )
 model.config.use_cache = True
 
-model = PeftModel.from_pretrained(
-  model, "m2af/OrionStarAI-Orion-14B-Base-adapter"
-)
+model.load_adapter("m2af/OrionStarAI-Orion-14B-Base-adapter", "loaded")
+model.set_adapter("loaded")
 
 tokenizer = AutoTokenizer.from_pretrained(model_name, trust_remote_code=True)
 tokenizer.pad_token = tokenizer.eos_token