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29 changes: 18 additions & 11 deletions tests/lora/test_mixtral.py
Original file line number Diff line number Diff line change
Expand Up @@ -56,15 +56,22 @@ def test_mixtral_lora(mixtral_lora_files, tp_size):
)

expected_lora_output = [
"give_opinion(name[SpellForce 3], release_year[2017], developer[Grimlore Games], rating[poor])", # noqa: E501
"give_opinion(name[SpellForce 3], developer[Grimlore Games], release_year[2017], rating[poor])", # noqa: E501
"inform(name[BioShock], release_year[2007], rating[good], genres[action-adventure, role-playing, shooter], platforms[PlayStation, Xbox, PC], available_on_steam[yes], has_linux_release[no], has_mac_release[yes])", # noqa: E501
[
"give_opinion(name[SpellForce 3], release_year[2017], developer[Grimlore Games], rating[poor])" # noqa: E501
],
[
"give_opinion(name[SpellForce 3], developer[Grimlore Games], release_year[2017], rating[poor])", # noqa: E501
"give_opinion(name[SpellForce 3], release_year[2017], developer[Grimlore Games], rating[poor])", # noqa: E501
],
[
"inform(name[BioShock], release_year[2007], rating[good], genres[action-adventure, role-playing, shooter], platforms[PlayStation, Xbox, PC], available_on_steam[yes], has_linux_release[no], has_mac_release[yes])" # noqa: E501
],
]
assert (
do_sample(llm, mixtral_lora_files, lora_id=1, prompts=prompts)
== expected_lora_output
)
assert (
do_sample(llm, mixtral_lora_files, lora_id=2, prompts=prompts)
== expected_lora_output
)

def check_outputs(generated: list[str]):
assert len(generated) == len(expected_lora_output)
for gen, gt_choices in zip(generated, expected_lora_output):
assert gen in gt_choices

check_outputs(do_sample(llm, mixtral_lora_files, lora_id=1, prompts=prompts))
check_outputs(do_sample(llm, mixtral_lora_files, lora_id=2, prompts=prompts))