Update README.md

README.md

@@ -199,4 +199,27 @@ Carbon emissions can be estimated using the [Machine Learning Impact calculator]
 [More Information Needed]
 ### Framework versions
 
-- PEFT 0.14.0
+- PEFT 0.14.0
+
+- ## Usage
+
+This adapter is fine-tuned on top of `mistralai/Mistral-7B-Instruct-v0.3`. To use it:
+
+```python
+from transformers import AutoModelForCausalLM, AutoTokenizer
+
+base_model_name = "mistralai/Mistral-7B-Instruct-v0.3"
+adapter_model_name = "Danna8/MistralF"
+
+# Load the tokenizer
+tokenizer = AutoTokenizer.from_pretrained(adapter_model_name)
+
+# Load the base model and apply the adapter
+model = AutoModelForCausalLM.from_pretrained(base_model_name)
+model.load_adapter(adapter_model_name)
+model.set_active_adapters("default")  # Adjust the adapter name if needed
+
+# Example inference
+inputs = tokenizer("Hello, how are you?", return_tensors="pt")
+outputs = model.generate(**inputs)
+print(tokenizer.decode(outputs[0], skip_special_tokens=True))