diff --git a/paddlenlp/ops/CMakeLists.txt b/paddlenlp/ops/CMakeLists.txt
index b2974177096281..3fb7e523405922 100644
--- a/paddlenlp/ops/CMakeLists.txt
+++ b/paddlenlp/ops/CMakeLists.txt
@@ -305,11 +305,11 @@ if(ON_INFER AND WITH_GPT AND WITH_SP)
   )
   
   include_directories(
-    ${THIRD_PATH}/source/sentencepiece/src/
+    ${CMAKE_BINARY_DIR}/${THIRD_PATH}/source/sentencepiece/src/
   )
 
   link_directories(
-    ${THIRD_PATH}/build/sentencepiece/src/
+    ${CMAKE_BINARY_DIR}/${THIRD_PATH}/build/sentencepiece/src/
   )
 
   add_definitions(-DGPT_ON_SENTENCEPIECE)
diff --git a/paddlenlp/ops/faster_transformer/src/CMakeLists.txt b/paddlenlp/ops/faster_transformer/src/CMakeLists.txt
index 956477457d6092..7d7217dd13ebfd 100644
--- a/paddlenlp/ops/faster_transformer/src/CMakeLists.txt
+++ b/paddlenlp/ops/faster_transformer/src/CMakeLists.txt
@@ -146,7 +146,7 @@ if(ON_INFER)
   endif(NOT WIN32)
 
   cuda_add_library(decoding_infer_op ${decoding_op_files} ${decoder_op_files} SHARED)
-  add_dependencies(decoding_infer_op extern_${THIRD_PARTY_NAME})
+  add_dependencies(decoding_infer_op extern_${THIRD_PARTY_NAME} boost)
 
   string(REPLACE "/" ";" DEMO_PATH ${DEMO})
 
@@ -161,6 +161,7 @@ if(ON_INFER)
 
   if(WITH_GPT AND WITH_SP)
     set(DEPS ${DEPS} sentencepiece)
+    add_dependencies(decoding_infer_op extern_sentencepiece)
   endif()
 
   if(WIN32)