diff --git a/fastdeploy/spec_decode/suffix.py b/fastdeploy/spec_decode/suffix.py
index f4d1495524c..e11c2255a3e 100644
--- a/fastdeploy/spec_decode/suffix.py
+++ b/fastdeploy/spec_decode/suffix.py
@@ -43,7 +43,7 @@ def __init__(self, fd_config: "FDConfig"):
 
         if SuffixDecodingCache is None:
             raise ImportError(
-                "arctic_inference.suffix_decoding is not available. Please install arctic-inference package."
+                "arctic_inference.suffix_decoding is not available. Please install via `pip install arctic-inference==0.1.2`."
             )
 
         # Initialize SuffixDecodingCache
diff --git a/requirements.txt b/requirements.txt
index a6a7b6619c9..e662f07e974 100644
--- a/requirements.txt
+++ b/requirements.txt
@@ -48,5 +48,4 @@ p2pstore
 py-cpuinfo
 flashinfer-python-paddle
 flash_mask @ https://paddle-qa.bj.bcebos.com/ernie/flash_mask-4.0.post20260128-py3-none-any.whl
-arctic_inference @ https://paddle-qa.bj.bcebos.com/ernie/arctic_inference-0.1.3-cp310-cp310-linux_x86_64.whl
 transformers>=4.55.1,<5.0.0