Update README.md

README.md

@@ -17,7 +17,7 @@ tags:
 ---
 
 
-# Qwen2.5-14-CIC-SciCite
+# Qwen2.5-14B-CIC-SciCite
 
 A fine-tuned model for Citation Intent Classification, based on [Qwen 2.5 14B Instruct](https://huggingface.co/Qwen/Qwen2.5-14B-Instruct) and trained on the [SciCite](https://huggingface.co/datasets/allenai/scicite) dataset.
 
@@ -33,16 +33,16 @@ A fine-tuned model for Citation Intent Classification, based on [Qwen 2.5 14B In
 ## Quickstart
 
 ```python 
-# from transformers import AutoModelForCausalLM, AutoTokenizer
+from transformers import AutoModelForCausalLM, AutoTokenizer
 
-# model_name = "Qwen/Qwen2.5-14B-Instruct"
+model_name = "sknow-lab/Qwen2.5-14B-CIC-SciCite"
 
-# model = AutoModelForCausalLM.from_pretrained(
-#     model_name,
-#     torch_dtype="auto",
-#     device_map="auto"
-# )
-# tokenizer = AutoTokenizer.from_pretrained(model_name)
+model = AutoModelForCausalLM.from_pretrained(
+  model_name,
+  torch_dtype="auto",
+  device_map="auto"
+)
+tokenizer = AutoTokenizer.from_pretrained(model_name)
 
 system_prompt = """
 # CONTEXT #