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LLaMA-Factory-Mirror
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fix tol

This commit is contained in:
hiyouga 2024-06-16 01:38:44 +08:00
parent 7f3c19e3ab
commit 46093b5786
4 changed files with 5 additions and 4 deletions
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1
src/llamafactory/train/trainer_utils.py
View File

@ -213,6 +213,7 @@ def convert_pissa_adapter(
safe_serialization=training_args.save_safetensors,
convert_pissa_to_lora=pissa_init_dir,
)
# TODO: the model is applied pissa again unexpectedly
unwrapped_model.load_adapter(pissa_backup_dir, "default", is_trainable=True)
unwrapped_model.set_adapter("default")

2
tests/model/test_base.py
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@ -41,7 +41,7 @@ def compare_model(model_a: "torch.nn.Module", model_b: "torch.nn.Module"):
state_dict_b = model_b.state_dict()
assert set(state_dict_a.keys()) == set(state_dict_b.keys())
for name in state_dict_a.keys():
assert torch.allclose(state_dict_a[name], state_dict_b[name])
assert torch.allclose(state_dict_a[name], state_dict_b[name], rtol=1e-4, atol=1e-5)
@pytest.fixture

4
tests/model/test_lora.py
View File

@ -67,9 +67,9 @@ def compare_model(model_a: "torch.nn.Module", model_b: "torch.nn.Module", diff_k
assert set(state_dict_a.keys()) == set(state_dict_b.keys())
for name in state_dict_a.keys():
if any(key in name for key in diff_keys):
assert torch.allclose(state_dict_a[name], state_dict_b[name]) is False
assert torch.allclose(state_dict_a[name], state_dict_b[name], rtol=1e-4, atol=1e-5) is False
else:
assert torch.allclose(state_dict_a[name], state_dict_b[name]) is True
assert torch.allclose(state_dict_a[name], state_dict_b[name], rtol=1e-4, atol=1e-5) is True
@pytest.fixture

2
tests/model/test_pissa.py
View File

@ -59,7 +59,7 @@ def compare_model(model_a: "torch.nn.Module", model_b: "torch.nn.Module"):
state_dict_b = model_b.state_dict()
assert set(state_dict_a.keys()) == set(state_dict_b.keys())
for name in state_dict_a.keys():
assert torch.allclose(state_dict_a[name], state_dict_b[name], rtol=1e-3, atol=1e-3)
assert torch.allclose(state_dict_a[name], state_dict_b[name], rtol=1e-4, atol=1e-5)
def test_pissa_init():