Upload README.md

README.md

@@ -10,13 +10,17 @@ Aquila is a large language model independently developed by BAAI. Building upon
 
 The training process of the model is described as follows. For more information, please refer to our technical report. https://github.com/FlagAI-Open/industry-application/blob/main/Aquila_med_tech-report.pdf
 
-![pipeline](http://flagchat.ks3-cn-beijing.ksyuncs.com/shixiaofeng/modelhub/AquilaMed-RL/img/pipeline.png?KSSAccessKeyId=AKLTkqVnZwpfTBiiu7O6iQHnA&Expires=2318244577&Signature=Obq391bkIAioVpi6rnely%2BSjkyE%3D)
+![pipeline](./img/pipline_2.jpg)
 
 ## Evaluation
 
-Using GPT-4 for evaluation, the win rates of our model compared to the reference answers in the annotated validation dataset are as follows.
+The subjective and objective scores are as follows。
 
-![pipeline](http://flagchat.ks3-cn-beijing.ksyuncs.com/shixiaofeng/modelhub/AquilaMed-RL/img/eval-result.jpeg?KSSAccessKeyId=AKLTkqVnZwpfTBiiu7O6iQHnA&Expires=2318244691&Signature=dGJgHapUpmYA4NxKwernLBBFrCU%3D)
+subjective： Using GPT-4 for evaluation, the win rates of our model compared to the reference answers in the annotated validation dataset are as follows.
+
+Objective：use MMLU / C-EVAL / CMB-exam to evaluate the model
+
+![pipeline](./img/eval-result-med.png)
 
 ## usage