Update README.md

README.md

@@ -9,7 +9,22 @@ inference: false
 
 # LLaMA 7B trained on the ru_turbo_alpaca, Russian instructions dataset
 
-Adapter only.
+An adapter only version.
+
+```python
+from peft import PeftModel
+from transformers import LLaMATokenizer, LLaMAForCausalLM, GenerationConfig
+
+MODEL_NAME = "IlyaGusev/llama_7b_ru_turbo_alpaca_lora"
+
+config = PeftConfig.from_pretrained(MODEL_NAME)
+model = AutoModelForCausalLM.from_pretrained(
+    config.base_model_name_or_path,
+    load_in_8bit=True,
+    device_map="auto"
+)
+model = PeftModel.from_pretrained(model, MODEL_NAME)
+```
 
 Examples:
 ```