# Copyright 2024 The HuggingFace Inc. team. All rights reserved. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, software # distributed under the License is distributed on an "AS IS" BASIS, # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and # limitations under the License. import subprocess import sys import unittest class CLITester(unittest.TestCase): @unittest.skipIf(sys.platform.startswith("win"), "Skipping on Windows") def test_sft_cli(self): try: subprocess.run( "trl sft --max_steps 1 --output_dir tmp-sft --model_name_or_path trl-internal-testing/tiny-random-LlamaForCausalLM --dataset_name stanfordnlp/imdb --learning_rate 1e-4 --lr_scheduler_type cosine", shell=True, check=True, ) except BaseException: self.fail("An error occurred while running the CLI, please double check") @unittest.skipIf(sys.platform.startswith("win"), "Skipping on Windows") def test_dpo_cli(self): try: subprocess.run( "trl dpo --max_steps 1 --output_dir tmp-dpo --model_name_or_path trl-internal-testing/tiny-random-LlamaForCausalLM --dataset_name trl-internal-testing/tiny-ultrafeedback-binarized --learning_rate 1e-4 --lr_scheduler_type cosine", shell=True, check=True, ) except BaseException: self.fail("An error occurred while running the CLI, please double check") def test_env_cli(self): output = subprocess.run("trl env", capture_output=True, text=True, shell=True, check=True) self.assertIn("- Python version: ", output.stdout)