Update README.md

README.md

@@ -1,3 +1,16 @@
 ---
 license: cc-by-nc-4.0
+language:
+- en
+library_name: transformers
 ---
+
+```
+from transformers import AutoTokenizer, AutoModelForCausalLM
+
+HF_MODEL_REPO = "anslin-raj/Llama-2-7b-chat-hf-8-bit"
+
+tokenizer = AutoTokenizer.from_pretrained(HF_MODEL_REPO, device=device)
+
+model = AutoModelForCausalLM.from_pretrained(HF_MODEL_REPO, device_map=device, load_in_8bit=True)
+```