diff --git a/tools/run_text_generation_server.py b/tools/run_text_generation_server.py
index 39da919b27..44e755b859 100644
--- a/tools/run_text_generation_server.py
+++ b/tools/run_text_generation_server.py
@@ -29,17 +29,9 @@ def model_provider(pre_process=True, post_process=True):
 
     return model
 
+
 def add_text_generate_args(parser):
     group = parser.add_argument_group(title='text generation')
-
-    group.add_argument("--temperature", type=float, default=1.0,
-                       help='Sampling temperature.')
-    group.add_argument("--top_p", type=float, default=0.0,
-                       help='Top p sampling.')
-    group.add_argument("--top_k", type=int, default=0,
-                       help='Top k sampling.')
-    group.add_argument("--out-seq-length", type=int, default=1024,
-                       help='Size of the output generated text.')
     group.add_argument("--port", type=int, default=5000,
                        help='port for text generation server to run on')
     return parser