diff --git a/modelscope/cli/llamafile.py b/modelscope/cli/llamafile.py
index 39d1346f..5c52344d 100644
--- a/modelscope/cli/llamafile.py
+++ b/modelscope/cli/llamafile.py
@@ -55,15 +55,6 @@ class LlamafileCMD(CLICommand):
             'Selected accuracy of GGUF files in the repo. Ignored when "file" is also provided.'
         )
 
-        group.add_argument(
-            '--launch',
-            type=str,
-            required=False,
-            default='True',
-            help=
-            'Whether to launch model with the downloaded llamafile, default to True.'
-        )
-
         group.add_argument(
             '--file',
             type=str,
@@ -80,6 +71,15 @@ class LlamafileCMD(CLICommand):
             'Directory where the selected llamafile would will be downloaded to.'
         )
 
+        group.add_argument(
+            '--launch',
+            type=str,
+            required=False,
+            default='True',
+            help=
+            'Whether to launch model with the downloaded llamafile, default to True.'
+        )
+
         parser.set_defaults(func=subparser_func)
 
     def execute(self):
@@ -106,7 +106,7 @@ class LlamafileCMD(CLICommand):
                 selected_file = f
                 found = True
                 break
-            if self.args.accuracy and self.args.accuracy in f.lower():
+            if self.args.accuracy and self.args.accuracy.lower() in f.lower():
                 selected_file = f
                 found = True
                 break
diff --git a/tests/cli/test_llamfafile_cmd.py b/tests/cli/test_llamfafile_cmd.py
index 616ed78c..d0ff7574 100644
--- a/tests/cli/test_llamfafile_cmd.py
+++ b/tests/cli/test_llamfafile_cmd.py
@@ -29,6 +29,24 @@ class LlamafileCMDTest(unittest.TestCase):
             in output)
         self.assertTrue('Launching model with llamafile' in output)
 
+        accuracy = 'Q2_K'
+        cmd = f'python -m modelscope.cli.cli {self.cmd} --model {self.model_id} --accuracy {accuracy}'
+        stat, output = subprocess.getstatusoutput(cmd)
+        self.assertEqual(stat, 0)
+        self.assertTrue(
+            'llamafile matching criteria found: [My-Model-14B-Q2_K.llamafile]'
+            in output)
+        self.assertTrue('Launching model with llamafile' in output)
+
+        accuracy = 'q2_k'
+        cmd = f'python -m modelscope.cli.cli {self.cmd} --model {self.model_id} --accuracy {accuracy}'
+        stat, output = subprocess.getstatusoutput(cmd)
+        self.assertEqual(stat, 0)
+        self.assertTrue(
+            'llamafile matching criteria found: [My-Model-14B-Q2_K.llamafile]'
+            in output)
+        self.assertTrue('Launching model with llamafile' in output)
+
     def test_given_file(self):
         file = 'My-Model-14B-FP16.llamafile'
         cmd = f'python -m modelscope.cli.cli {self.cmd} --model {self.model_id} --file {file}'