Update README.md

README.md

@@ -3,8 +3,18 @@ library_name: peft
 ---
 
 # Load the Lora model
+'''
+  import torch
+  from peft import PeftModel, PeftConfig
+  from transformers import AutoModelForCausalLM, AutoTokenizer
 
+  peft_model_id = "lucas0/empath-llama-7b"
+  config = PeftConfig.from_pretrained(peft_model_id)
+  model = AutoModelForCausalLM.from_pretrained(config.base_model_name_or_path, return_dict=True, load_in_8bit=True, device_map='auto')
+  tokenizer = AutoTokenizer.from_pretrained(cwd+"/tokenizer.model")
 
+  model = PeftModel.from_pretrained(model, peft_model_id)
+'''
 ## Training procedure
 
 ### Framework versions