Update README.md

README.md

@@ -81,4 +81,21 @@ performance but retention of general capabilities (MMLU)
 
 The following picture shows LLaMA-3-8B-instruct multiple choice benchmark accuracies before and after RMU.
 
-![](rmu_result.png)
+![](rmu_result.png)
+
+## Model Use
+
+```
+import transformers
+import torch
+
+model_id = "ScaleAI/mhj-llama3-8b-rmu"
+
+pipeline = transformers.pipeline(
+ "text-generation",
+ model=model_id,
+ model_kwargs={"torch_dtype": torch.bfloat16},
+ device_map="auto",
+)
+
+```