diff --git a/controller/relay.go b/controller/relay.go
index 0af8d48a4185..a8320f40c6f2 100644
--- a/controller/relay.go
+++ b/controller/relay.go
@@ -293,6 +293,10 @@ func shouldRetry(c *gin.Context, openaiErr *dto.OpenAIErrorWithStatusCode, retry
 	if openaiErr.StatusCode == 307 {
 		return true
 	}
+	if strings.Contains(openaiErr.Error.Message, "deadline exceeded") || strings.Contains(openaiErr.Error.Message, "request canceled") {
+		common.LogInfo(c, "客户端请求下游超时，不再重试")
+		return false
+	}
 	if openaiErr.StatusCode/100 == 5 {
 		// 超时不重试
 		if openaiErr.StatusCode == 504 || openaiErr.StatusCode == 524 {
@@ -314,10 +318,6 @@ func shouldRetry(c *gin.Context, openaiErr *dto.OpenAIErrorWithStatusCode, retry
 	if openaiErr.StatusCode/100 == 2 {
 		return false
 	}
-	if strings.Contains(openaiErr.Error.Message, "deadline exceeded") || strings.Contains(openaiErr.Error.Message, "request canceled") {
-		common.LogInfo(c, "客户端请求下游超时，不再重试")
-		return false
-	}
 	return true
 }
 
diff --git a/service/error.go b/service/error.go
index c76013496d71..6ff49f66169d 100644
--- a/service/error.go
+++ b/service/error.go
@@ -30,8 +30,7 @@ func OpenAIErrorWrapper(err error, code string, statusCode int) *dto.OpenAIError
 	text := err.Error()
 	lowerText := strings.ToLower(text)
 	if strings.Contains(lowerText, "post") || strings.Contains(lowerText, "dial") || strings.Contains(lowerText, "http") {
-		common.SysLog(fmt.Sprintf("error: %s", text))
-		text = "请求上游地址失败"
+		text = fmt.Sprintf("请求上游地址失败，错误信息：%s", text)
 	}
 	openAIError := dto.OpenAIError{
 		Message: text,