[Bugfix] Fix block size validation (#10938)

vllm/engine/arg_utils.py

@@ -425,7 +425,7 @@ class EngineArgs:
         parser.add_argument('--block-size',
                             type=int,
                             default=EngineArgs.block_size,
-                            choices=[8, 16, 32, 64, 128],
+                            choices=[8, 16, 32],
                             help='Token block size for contiguous chunks of '
                             'tokens. This is ignored on neuron devices and '
                             'set to max-model-len')