diff --git a/relay/chat.go b/relay/chat.go
index c7ccd9ca..0e28be26 100644
--- a/relay/chat.go
+++ b/relay/chat.go
@@ -70,7 +70,10 @@ func (r *relayChat) send() (err *types.OpenAIErrorWithStatusCode, done bool) {
 			return
 		}
 		err = responseJsonClient(r.c, response)
-		r.cache.SetResponse(response)
+
+		if err == nil && response.GetContent() != "" {
+			r.cache.SetResponse(response)
+		}
 	}
 
 	if err != nil {
diff --git a/relay/common.go b/relay/common.go
index bbaaa209..b6872b51 100644
--- a/relay/common.go
+++ b/relay/common.go
@@ -146,6 +146,8 @@ func responseStreamClient(c *gin.Context, stream requester.StreamReaderInterface
 			if !errors.Is(err, io.EOF) {
 				fmt.Fprint(w, "data: "+err.Error()+"\n\n")
 				errWithOP = common.ErrorWrapper(err, "stream_error", http.StatusInternalServerError)
+				// 报错不应该缓存
+				cache.NoCache()
 			}
 
 			streamData := "data: [DONE]\n"
diff --git a/relay/util/cache.go b/relay/util/cache.go
index f8f25c11..8cb3a6d2 100644
--- a/relay/util/cache.go
+++ b/relay/util/cache.go
@@ -90,7 +90,16 @@ func (p *ChatCacheProps) SetResponse(response any) {
 		return
 	}
 
-	p.Response = common.Marshal(response)
+	responseStr := common.Marshal(response)
+	if responseStr == "" {
+		return
+	}
+
+	p.Response = responseStr
+}
+
+func (p *ChatCacheProps) NoCache() {
+	p.Cache = false
 }
 
 func (p *ChatCacheProps) StoreCache(channelId, promptTokens, completionTokens int, modelName string) error {