diff --git a/src/pages/api/model/data/delModelDataById.ts b/src/pages/api/model/data/delModelDataById.ts
index 959a4baf9..9f34d8556 100644
--- a/src/pages/api/model/data/delModelDataById.ts
+++ b/src/pages/api/model/data/delModelDataById.ts
@@ -2,6 +2,8 @@ import type { NextApiRequest, NextApiResponse } from 'next';
 import { jsonRes } from '@/service/response';
 import { connectToDatabase, ModelData } from '@/service/mongo';
 import { authToken } from '@/service/utils/tools';
+import { connectRedis } from '@/service/redis';
+import { VecModelDataIndex } from '@/constants/redis';
 
 export default async function handler(req: NextApiRequest, res: NextApiResponse<any>) {
   try {
@@ -22,14 +24,27 @@ export default async function handler(req: NextApiRequest, res: NextApiResponse<
     const userId = await authToken(authorization);
 
     await connectToDatabase();
+    const redis = await connectRedis();
+
+    const data = await ModelData.findById(dataId);
 
     await ModelData.deleteOne({
       _id: dataId,
       userId
     });
 
+    // 删除 redis 数据
+    data?.q.forEach(async (item) => {
+      try {
+        await redis.json.del(`${VecModelDataIndex}:${item.id}`);
+      } catch (error) {
+        console.log(error);
+      }
+    });
+
     jsonRes(res);
   } catch (err) {
+    console.log(err);
     jsonRes(res, {
       code: 500,
       error: err
diff --git a/src/pages/api/model/del.ts b/src/pages/api/model/del.ts
index 976ca96f6..a79610237 100644
--- a/src/pages/api/model/del.ts
+++ b/src/pages/api/model/del.ts
@@ -6,6 +6,8 @@ import { TrainingStatusEnum } from '@/constants/model';
 import { getOpenAIApi } from '@/service/utils/chat';
 import { TrainingItemType } from '@/types/training';
 import { httpsAgent } from '@/service/utils/tools';
+import { connectRedis } from '@/service/redis';
+import { VecModelDataIndex } from '@/constants/redis';
 
 /* 获取我的模型 */
 export default async function handler(req: NextApiRequest, res: NextApiResponse<any>) {
@@ -25,6 +27,22 @@ export default async function handler(req: NextApiRequest, res: NextApiResponse<
     const userId = await authToken(authorization);
 
     await connectToDatabase();
+    const redis = await connectRedis();
+
+    const modelDataList = await ModelData.find({
+      modelId
+    });
+
+    // 删除 redis
+    modelDataList?.forEach((modelData) =>
+      modelData.q.forEach(async (item) => {
+        try {
+          await redis.json.del(`${VecModelDataIndex}:${item.id}`);
+        } catch (error) {
+          console.log(error);
+        }
+      })
+    );
 
     let requestQueue: any[] = [];
     // 删除对应的聊天
@@ -73,7 +91,8 @@ export default async function handler(req: NextApiRequest, res: NextApiResponse<
         userId
       })
     );
-    await requestQueue;
+
+    await Promise.all(requestQueue);
 
     jsonRes(res);
   } catch (err) {
diff --git a/src/pages/model/detail/components/ModelDataCard.tsx b/src/pages/model/detail/components/ModelDataCard.tsx
index 3b13bb5d4..d49c5b189 100644
--- a/src/pages/model/detail/components/ModelDataCard.tsx
+++ b/src/pages/model/detail/components/ModelDataCard.tsx
@@ -172,7 +172,7 @@ const ModelDataCard = ({ model }: { model: ModelSchema }) => {
                       aria-label={'delete'}
                       size={'sm'}
                       onClick={async () => {
-                        delOneModelData(item._id);
+                        await delOneModelData(item._id);
                         refetchData(pageNum);
                       }}
                     />
diff --git a/src/service/events/generateQA.ts b/src/service/events/generateQA.ts
index 9e58bc246..3f60d7594 100644
--- a/src/service/events/generateQA.ts
+++ b/src/service/events/generateQA.ts
@@ -29,9 +29,6 @@ export async function generateQA(next = false): Promise<any> {
       return;
     }
 
-    // 弹出文本
-    await SplitData.findByIdAndUpdate(dataItem._id, { $pop: { textList: 1 } });
-
     const text = dataItem.textList[dataItem.textList.length - 1];
     if (!text) {
       throw new Error('无文本');
@@ -83,21 +80,23 @@ export async function generateQA(next = false): Promise<any> {
         result: splitText(res?.data.choices[0].message?.content || '')
       })); // 从 content 中提取 QA
 
-    // 插入 modelData 表，生成向量
-    await ModelData.insertMany(
-      response.result.map((item) => ({
-        modelId: dataItem.modelId,
-        userId: dataItem.userId,
-        text: item.a,
-        q: [
-          {
-            id: nanoid(),
-            text: item.q
-          }
-        ],
-        status: 1
-      }))
-    );
+    await Promise.allSettled([
+      SplitData.findByIdAndUpdate(dataItem._id, { $pop: { textList: 1 } }),
+      ModelData.insertMany(
+        response.result.map((item) => ({
+          modelId: dataItem.modelId,
+          userId: dataItem.userId,
+          text: item.a,
+          q: [
+            {
+              id: nanoid(),
+              text: item.q
+            }
+          ],
+          status: 1
+        }))
+      )
+    ]);
 
     console.log(
       '生成QA成功，time:',
diff --git a/src/service/events/generateVector.ts b/src/service/events/generateVector.ts
index b8e79f6fa..00267828d 100644
--- a/src/service/events/generateVector.ts
+++ b/src/service/events/generateVector.ts
@@ -48,7 +48,7 @@ export async function generateVector(next = false): Promise<any> {
           .then((vector) =>
             redis.sendCommand([
               'JSON.SET',
-              `${VecModelDataIndex}:${dataId}:${i}`,
+              `${VecModelDataIndex}:${item.id}`,
               '$',
               JSON.stringify({
                 dataId,