Update README.md

README.md

@@ -62,6 +62,20 @@ tokenizer = get_chat_template(
     )
 ```
 
+Or if you don't want to use unsloth, it is also possible to use Huggingface PEFT and Transformers libraries:
+
+```python
+from peft import AutoPeftModelForCausalLM
+from transformers import AutoTokenizer
+model = AutoPeftModelForCausalLM.from_pretrained(
+    "zmilczarek/llama3_8b-finetuned-nlp_industry-adapters",
+    load_in_4bit = True,
+)
+tokenizer = AutoTokenizer.from_pretrained("zmilczarek/llama3_8b-finetuned-nlp_industry-adapters")
+```
+
+
+
 To perform inference on a document, you can use the following prompt: