Update README.md

README.md

@@ -33,10 +33,10 @@ tokenizer = AutoTokenizer.from_pretrained("Henrychur/MMed-Llama-3-8B-EnIns")
 model = AutoModelForCausalLM.from_pretrained("Henrychur/MMed-Llama-3-8B-EnIns", torch_dtype=torch.float16)
 ```
 
-- Inference format is similar to Llama 3-Instruct, you can check our inference code (here)[https://github.com/MAGIC-AI4Med/MedS-Ins/tree/main/Inference].
+- Inference format is similar to Llama 3-Instruct, you can check our inference code [here](https://github.com/MAGIC-AI4Med/MedS-Ins/tree/main/Inference).
 - For multiple-choice question and answering tasks, we suggest using the following instruction.
 ```py
-from model import MedS_Llama3
+from model import MedS_Llama3 # https://github.com/MAGIC-AI4Med/MedS-Ins/blob/main/Inference/model.py
 sdk_api = MedS_Llama3(model_path="Henrychur/MMed-Llama-3-8B-EnIns", gpu_id=0)
 INSTRUCTION = "Given a question and a list of options, select the correct answer from the options directly."
 input_ = "Question: A mother brings her 3-week-old infant to the pediatrician's office because she is concerned about his feeding habits. He was born without complications and has not had any medical problems up until this time. However, for the past 4 days, he has been fussy, is regurgitating all of his feeds, and his vomit is yellow in color. On physical exam, the child's abdomen is minimally distended but no other abnormalities are appreciated. Which of the following embryologic errors could account for this presentation?\nOptions: A: Abnormal migration of ventral pancreatic bud\tB: Complete failure of proximal duodenum to recanalize\tC: Abnormal hypertrophy of the pylorus\tD: Failure of lateral body folds to move ventrally and fuse in the midline\t"