Update README.md

README.md

@@ -3,4 +3,20 @@ license: apache-2.0
 library_name: peft
 base_model: unsloth/mistral-7b
 ---
-LoRA Adapter for RBI Notifications Dataset
+LoRA Adapter for RBI Notifications Dataset
+
+## Directions for Usage
+
+```python
+
+!pip install "unsloth[colab_ampere] @ git+https://github.com/unslothai/unsloth.git"
+!pip install "git+https://github.com/huggingface/transformers.git"
+
+from peft import PeftModel, PeftConfig
+from transformers import AutoModelForCausalLM
+
+config = PeftConfig.from_pretrained("AISimplyExplained/RBI-Notif64")
+model = AutoModelForCausalLM.from_pretrained("unsloth/mistral-7b-bnb-4bit")
+model = PeftModel.from_pretrained(model, "AISimplyExplained/RBI-Notif64")
+
+```