diff --git a/client/platform/desktop/backend/native/linux.ts b/client/platform/desktop/backend/native/linux.ts
index f587f7370..9fca1f1ae 100644
--- a/client/platform/desktop/backend/native/linux.ts
+++ b/client/platform/desktop/backend/native/linux.ts
@@ -40,7 +40,7 @@ const DefaultSettings: Settings = {
 
 const ViameLinuxConstants = {
   setup: 'setup_viame.sh',
-  trainingExe: 'viame_train_detector',
+  trainingExe: 'viame',
   kwiverExe: 'kwiver',
   shell: '/bin/bash',
 };
@@ -57,10 +57,10 @@ async function validateViamePath(settings: Settings): Promise<true | string> {
     return `${setupScriptPath} does not exist`;
   }
 
-  const trainingScriptPath = npath.join(settings.viamePath, 'bin', ViameLinuxConstants.trainingExe);
-  const trainingExists = await fs.pathExists(trainingScriptPath);
-  if (!trainingExists) {
-    return `${trainingScriptPath} does not exist`;
+  const viameExePath = npath.join(settings.viamePath, 'bin', ViameLinuxConstants.trainingExe);
+  const viameExists = await fs.pathExists(viameExePath);
+  if (!viameExists) {
+    return `${viameExePath} does not exist`;
   }
 
   const kwiverExistsOnPath = observeChild(spawn(
diff --git a/client/platform/desktop/backend/native/viame.ts b/client/platform/desktop/backend/native/viame.ts
index 51e5c795b..f572cec62 100644
--- a/client/platform/desktop/backend/native/viame.ts
+++ b/client/platform/desktop/backend/native/viame.ts
@@ -95,7 +95,7 @@ async function runPipeline(
     }
     command = [
       `${viameConstants.setupScriptAbs} &&`,
-      `"${viameConstants.kwiverExe}" runner`,
+      `"${viameConstants.trainingExe}" runner`,
       '-s "input:video_reader:type=vidl_ffmpeg"',
       `-p "${pipelinePath}"`,
       `-s downsampler:target_frame_rate=${meta.fps}`,
@@ -119,7 +119,7 @@ async function runPipeline(
     await fs.writeFile(manifestFile, fileData);
     command = [
       `${viameConstants.setupScriptAbs} &&`,
-      `"${viameConstants.kwiverExe}" runner`,
+      `"${viameConstants.trainingExe}" runner`,
       `-p "${pipelinePath}"`,
     ];
     if (!stereoOrMultiCam) {
@@ -251,7 +251,8 @@ async function exportTrainedPipeline(
 
   const command = [
     `${viameConstants.setupScriptAbs} &&`,
-    `"${viameConstants.kwiverExe}" runner ${exportPipelinePath}`,
+    `"${viameConstants.trainingExe}" runner`,
+    `-p "${exportPipelinePath}"`,
     `-s "onnx_convert:model_path=${weightsPath}"`,
     `-s "onnx_convert:onnx_model_prefix=${converterOutput}"`,
   ];
@@ -382,7 +383,7 @@ async function train(
 
   const command = [
     `${viameConstants.setupScriptAbs} &&`,
-    `"${viameConstants.trainingExe}"`,
+    `"${viameConstants.trainingExe}" train`,
     `--input-list "${inputFolderFileList}"`,
     `--input-truth "${groundTruthFileList}"`,
     `--config "${configFilePath}"`,
diff --git a/client/platform/desktop/backend/native/windows.ts b/client/platform/desktop/backend/native/windows.ts
index 7555c2ca0..f36985b3f 100644
--- a/client/platform/desktop/backend/native/windows.ts
+++ b/client/platform/desktop/backend/native/windows.ts
@@ -38,7 +38,7 @@ const DefaultSettings: Settings = {
 
 const ViameWindowsConstants = {
   setup: 'setup_viame.bat',
-  trainingExe: 'viame_train_detector.exe',
+  trainingExe: 'viame.exe',
   kwiverExe: 'kwiver.exe',
   shell: true,
 };
diff --git a/docs/Command-Line-Tools.md b/docs/Command-Line-Tools.md
index 93142872c..c68057afe 100644
--- a/docs/Command-Line-Tools.md
+++ b/docs/Command-Line-Tools.md
@@ -2,7 +2,7 @@
 
 !!! note
 
-    This page is **not related** to the VIAME command line (i.e. `kwiver`, `viame_train_detector`)
+    This page is **not related** to the VIAME command line (i.e. `kwiver`, `viame`)
 
 Some of the DIVE data conversion features are exposed through `dive`.  
 
diff --git a/server/dive_tasks/tasks.py b/server/dive_tasks/tasks.py
index 659f88658..64820b1f3 100644
--- a/server/dive_tasks/tasks.py
+++ b/server/dive_tasks/tasks.py
@@ -81,8 +81,8 @@ def __init__(self):
         assert self.viame_install_path.exists(), "VIAME Base install directory missing."
         self.viame_setup_script = self.viame_install_path / "setup_viame.sh"
         assert self.viame_setup_script.is_file(), "VIAME Setup Script missing"
-        self.viame_training_executable = self.viame_install_path / "bin" / "viame_train_detector"
-        assert self.viame_training_executable.is_file(), "VIAME Training Executable missing"
+        self.viame_training_executable = self.viame_install_path / "bin" / "viame"
+        assert self.viame_training_executable.is_file(), "VIAME Executable missing"
 
         # The subdirectory within VIAME_INSTALL_PATH where pipelines can be found
         self.pipeline_subdir = 'configs/pipelines'
@@ -232,7 +232,7 @@ def run_pipeline(self: Task, params: PipelineJob):
             command = [
                 f". {shlex.quote(str(conf.viame_setup_script))} &&",
                 f"KWIVER_DEFAULT_LOG_LEVEL={shlex.quote(conf.kwiver_log_level)}",
-                "kwiver runner",
+                "viame runner",
                 "-s input:video_reader:type=vidl_ffmpeg",
                 f"-p {shlex.quote(str(pipeline_path))}",
                 f"-s input:video_filename={shlex.quote(input_media_list[0])}",
@@ -246,7 +246,7 @@ def run_pipeline(self: Task, params: PipelineJob):
             command = [
                 f". {shlex.quote(str(conf.viame_setup_script))} &&",
                 f"KWIVER_DEFAULT_LOG_LEVEL={shlex.quote(conf.kwiver_log_level)}",
-                "kwiver runner",
+                "viame runner",
                 f"-p {shlex.quote(str(pipeline_path))}",
                 f"-s input:video_filename={shlex.quote(str(img_list_path))}",
                 f"-s detector_writer:file_name={shlex.quote(detector_output_file)}",
@@ -316,8 +316,8 @@ def export_trained_pipeline(self: Task, params: ExportTrainedPipelineJob):
         command = [
             f". {shlex.quote(str(conf.viame_setup_script))} &&",
             f"KWIVER_DEFAULT_LOG_LEVEL={shlex.quote(conf.kwiver_log_level)}",
-            "kwiver runner",
-            f"{shlex.quote(str(convert_to_onnx_pipeline_path))}",
+            "viame runner",
+            f"-p {shlex.quote(str(convert_to_onnx_pipeline_path))}",
             f"-s onnx_convert:model_path={shlex.quote(str(trained_pipeline_path / 'yolo.weights'))}",
             f"-s onnx_convert:onnx_model_prefix={shlex.quote(str(onnx_path))}"
         ]
@@ -338,7 +338,7 @@ def export_trained_pipeline(self: Task, params: ExportTrainedPipelineJob):
 
 @app.task(bind=True, acks_late=True, ignore_result=True)
 def train_pipeline(self: Task, params: TrainingJob):
-    """Train a pipeline by making a call to viame_train_detector"""
+    """Train a pipeline by making a call to viame train"""
     conf = Config()
     context: dict = {}
     manager: JobManager = patch_manager(self.job_manager)
@@ -364,7 +364,7 @@ def train_pipeline(self: Task, params: TrainingJob):
     config_file = pipeline_base_path / config
     # List of (input folder, ground truth file) pairs for creating input lists
     input_groundtruth_list: List[Tuple[Path, Path]] = []
-    # root_data_dir is the directory passed to `viame_train_detector`
+    # root_data_dir is the directory passed to `viame train`
     with tempfile.TemporaryDirectory() as _working_directory, suppress(utils.CanceledError):
         _working_directory_path = Path(_working_directory)
         input_path = utils.make_directory(_working_directory_path / 'input')
@@ -397,7 +397,7 @@ def train_pipeline(self: Task, params: TrainingJob):
         command = [
             f". {shlex.quote(str(conf.viame_setup_script))} &&",
             f"KWIVER_DEFAULT_LOG_LEVEL={shlex.quote(conf.kwiver_log_level)}",
-            shlex.quote(str(conf.viame_training_executable)),
+            f"{shlex.quote(str(conf.viame_training_executable))} train",
             "--input-list",
             shlex.quote(str(input_folder_file_list)),
             "--input-truth",