diff --git a/docs/source/dev/engine/async_llm_engine.rst b/docs/source/dev/engine/async_llm_engine.rst
index 47db1e0a401b1..93fc310cb543b 100644
--- a/docs/source/dev/engine/async_llm_engine.rst
+++ b/docs/source/dev/engine/async_llm_engine.rst
@@ -1,7 +1,6 @@
-
 AsyncLLMEngine
 =================================
 
-.. autoclass:: vllm.engine.async_llm_engine.AsyncLLMEngine
-    :members: generate, abort
+.. autoclass:: vllm.AsyncLLMEngine
+    :members:
     :show-inheritance:
diff --git a/docs/source/dev/engine/llm_engine.rst b/docs/source/dev/engine/llm_engine.rst
index 1de6d7adc87c6..0b8c1e219d7c9 100644
--- a/docs/source/dev/engine/llm_engine.rst
+++ b/docs/source/dev/engine/llm_engine.rst
@@ -1,6 +1,6 @@
 LLMEngine
 =================================
 
-.. autoclass:: vllm.engine.llm_engine.LLMEngine
-    :members: add_request, abort_request, step
-    :show-inheritance:
\ No newline at end of file
+.. autoclass:: vllm.LLMEngine
+    :members:
+    :show-inheritance:
diff --git a/docs/source/dev/sampling_params.rst b/docs/source/dev/sampling_params.rst
index 844859b3ec1f0..ef3d1509bda6d 100644
--- a/docs/source/dev/sampling_params.rst
+++ b/docs/source/dev/sampling_params.rst
@@ -1,4 +1,5 @@
 Sampling Params
 ===============
 
-.. automodule:: vllm.sampling_params.SamplingParams
\ No newline at end of file
+.. autoclass:: vllm.SamplingParams
+    :members: