diff --git a/docs/mindformers/docs/source_en/feature/training_function.rst b/docs/mindformers/docs/source_en/feature/training_function.rst
index 52147eb9ed8c722c6714f3b284a2a114c2ef2c05..22179aeb3ff7501a3eb4ac4511f8fca56c76fcf8 100644
--- a/docs/mindformers/docs/source_en/feature/training_function.rst
+++ b/docs/mindformers/docs/source_en/feature/training_function.rst
@@ -13,4 +13,5 @@ Training Function
    high_availability
    memory_optimization
    skip_data_and_ckpt_health_monitor
+   pma_fused_checkpoint
    other_training_features
diff --git a/docs/mindformers/docs/source_zh_cn/feature/training_function.rst b/docs/mindformers/docs/source_zh_cn/feature/training_function.rst
index 29c9359527b712f5ef5cf4ef7eed9111f37915bc..15b0e53de8792c2e11d2b714bc797919136195c8 100644
--- a/docs/mindformers/docs/source_zh_cn/feature/training_function.rst
+++ b/docs/mindformers/docs/source_zh_cn/feature/training_function.rst
@@ -13,4 +13,5 @@
    high_availability
    memory_optimization
    skip_data_and_ckpt_health_monitor
+   pma_fused_checkpoint
    other_training_features
diff --git a/docs/mindspore/source_zh_cn/features/view.md b/docs/mindspore/source_zh_cn/features/view.md
index 535f516fe3b3a4492158b4c0daf2c80e48c9e85f..5d98dba49b8299a0a194c17ce0e411425b6825fd 100644
--- a/docs/mindspore/source_zh_cn/features/view.md
+++ b/docs/mindspore/source_zh_cn/features/view.md
@@ -1,4 +1,4 @@
-## Tensor View 机制
+# Tensor View 机制
 
 [![查看源文件](https://mindspore-website.obs.cn-north-4.myhuaweicloud.com/website-images/master/resource/_static/logo_source.svg)](https://gitee.com/mindspore/docs/blob/master/docs/mindspore/source_zh_cn/features/view.md)
 
diff --git a/tutorials/source_en/index.rst b/tutorials/source_en/index.rst
index 5bfcd984d2833decf4abf5f9e3c7223da902cb6d..e10fdc2ccbfee4758d8ef4e8b6636af3efbe77e8 100644
--- a/tutorials/source_en/index.rst
+++ b/tutorials/source_en/index.rst
@@ -90,7 +90,6 @@ MindSpore Tutorial
    :caption: Infer
    :hidden:
 
-   model_infer/introduction
    model_infer/ms_infer/ms_infer_model_infer
    model_infer/ms_infer/ms_infer_network_develop
    model_infer/ms_infer/ms_infer_parallel_infer