diff --git a/docs/source/package_reference/cli.mdx b/docs/source/package_reference/cli.mdx
index a9e955d43..52e8ecfb6 100644
--- a/docs/source/package_reference/cli.mdx
+++ b/docs/source/package_reference/cli.mdx
@@ -95,10 +95,13 @@ The following arguments are useful for customization of worker machines
 * `--num_machines NUM_MACHINES` (`int`) -- The total number of machines used in this training.
 * `--num_processes NUM_PROCESSES` (`int`) -- The total number of processes to be launched in parallel.
 * `--gpu_ids` (`str`) -- What GPUs (by id) should be used for training on this machine as a comma-seperated list
+* `--same_network` (`bool`) -- Whether all machines used for multinode training exist on the same local network.
 * `--main_process_ip MAIN_PROCESS_IP` (`str`) -- The IP address of the machine of rank 0.
 * `--main_process_port MAIN_PROCESS_PORT` (`int`) -- The port to use to communicate with the machine of rank 0.
+* `--rdzv_conf` (`str`) -- Additional rendezvous configuration (<key1>=<value1>,<key2>=<value2>,...).
 * `--num_cpu_threads_per_process NUM_CPU_THREADS_PER_PROCESS` (`int`) -- The number of CPU threads per process. Can be tuned for optimal performance.
-
+* `--max_restarts` (`int`) -- Maximum number of worker group restarts before failing.
+* `--monitor_interval` (`float`) -- Interval, in seconds, to monitor the state of workers.
 
 **DeepSpeed Arguments**:
 
@@ -125,8 +128,9 @@ The following arguments are only useful when `use_fdsp` is passed:
 **TPU Arguments**:
 
 The following arguments are only useful when `tpu` is passed:
-* `--tpu` (`bool`) - Whether or not this should launch a TPU training.
+* `--tpu` (`bool`) -- Whether or not this should launch a TPU training.
 * `--main_training_function MAIN_TRAINING_FUNCTION` (`str`) -- The name of the main function to be executed in your script.
+* `--downcast_bf16` (`bool`) -- Whether when using bf16 precision on TPUs if both float and double tensors are cast to bfloat16 or if double tensors remain as float32.
 
 **AWS SageMaker Arguments**:
 
diff --git a/src/accelerate/commands/launch.py b/src/accelerate/commands/launch.py
index 2198bb3f1..b9f6c1089 100644
--- a/src/accelerate/commands/launch.py
+++ b/src/accelerate/commands/launch.py
@@ -325,6 +325,12 @@ def launch_command_parser(subparsers=None):
         default=None,
         help="What GPUs (by id) should be used for training on this machine as a comma-seperated list",
     )
+    parser.add_argument(
+        "--same_network",
+        default=False,
+        action="store_true",
+        help="Whether all machines used for multinode training exist on the same local network.",
+    )
     parser.add_argument(
         "--machine_rank", type=int, default=None, help="The rank of the machine on which this script is launched."
     )
@@ -363,7 +369,7 @@ def launch_command_parser(subparsers=None):
     parser.add_argument(
         "--downcast_bf16",
         action="store_true",
-        help="Whether when using bf16 precision on TPUs if both float and double tensors are cast to bfloat16 or if double tensors remain as float32",
+        help="Whether when using bf16 precision on TPUs if both float and double tensors are cast to bfloat16 or if double tensors remain as float32.",
     )
     parser.add_argument(
         "-m",



Discussion: body: _The documentation is not available anymore as the PR was closed or merged._