support for schedule free and e2e ci smoke test (#2066) [skip ci]
* support for schedule free and e2e ci smoke test * set default lr scheduler to constant in test * ignore duplicate code * fix quotes for config/dict
This commit is contained in:
@@ -53,3 +53,4 @@ immutabledict==4.2.0
|
||||
antlr4-python3-runtime==4.13.2
|
||||
|
||||
torchao==0.5.0
|
||||
schedulefree==1.3.0
|
||||
|
||||
@@ -108,3 +108,37 @@ class TestCustomOptimizers(unittest.TestCase):
|
||||
|
||||
train(cfg=cfg, cli_args=cli_args, dataset_meta=dataset_meta)
|
||||
assert (Path(temp_dir) / "adapter_model.bin").exists()
|
||||
|
||||
@with_temp_dir
|
||||
def test_fft_schedule_free_adamw(self, temp_dir):
|
||||
cfg = DictDefault(
|
||||
{
|
||||
"base_model": "HuggingFaceTB/SmolLM-135M",
|
||||
"sequence_len": 1024,
|
||||
"val_set_size": 0.1,
|
||||
"special_tokens": {
|
||||
"pad_token": "<|endoftext|>",
|
||||
},
|
||||
"datasets": [
|
||||
{
|
||||
"path": "mhenrichsen/alpaca_2k_test",
|
||||
"type": "alpaca",
|
||||
},
|
||||
],
|
||||
"num_epochs": 1,
|
||||
"micro_batch_size": 4,
|
||||
"gradient_accumulation_steps": 2,
|
||||
"output_dir": temp_dir,
|
||||
"learning_rate": 0.00001,
|
||||
"optimizer": "schedule_free_adamw",
|
||||
"lr_scheduler": "constant",
|
||||
"save_safetensors": True,
|
||||
}
|
||||
)
|
||||
# pylint: disable=duplicate-code
|
||||
normalize_config(cfg)
|
||||
cli_args = TrainerCliArgs()
|
||||
dataset_meta = load_datasets(cfg=cfg, cli_args=cli_args)
|
||||
|
||||
train(cfg=cfg, cli_args=cli_args, dataset_meta=dataset_meta)
|
||||
assert (Path(temp_dir) / "model.safetensors").exists()
|
||||
|
||||
Reference in New Issue
Block a user