Update README.md

README.md

@@ -5,4 +5,22 @@ language:
 base_model:
 - meta-llama/Llama-3.2-3B-Instruct
 pipeline_tag: text-generation
----
+---
+
+## Usage
+```
+import torch
+from transformers import AutoTokenizer, AutoModelForCausalLM
+
+model_name = "ziyingchen1106/Llama-3.2-3B-Instruct-fp16-lora-gptqmodel-4bit"
+model = AutoModelForCausalLM.from_pretrained(
+   model_name,
+   torch_dtype=torch.float16,
+   device_map="cuda:0"
+)
+tokenizer = AutoTokenizer.from_pretrained(model_name)
+```
+
+## Attribution
+- Built with Llama
+- Llama 3.2 Community License © Meta Platforms, Inc.