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Update finetune.py #77

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22 changes: 1 addition & 21 deletions finetune.py
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Original file line number Diff line number Diff line change
Expand Up @@ -16,7 +16,6 @@
sys.path.append(os.path.join(os.getcwd(), "peft/src/"))
from peft import ( # noqa: E402
LoraConfig,
BottleneckConfig,
PrefixTuningConfig,
get_peft_model,
get_peft_model_state_dict,
Expand Down Expand Up @@ -48,14 +47,6 @@ def train(
lora_alpha: int = 16,
lora_dropout: float = 0.05,
lora_target_modules: List[str] = None,
# bottleneck adapter hyperparams
bottleneck_size: int = 256,
non_linearity: str = "tanh",
adapter_dropout: float = 0.0,
use_parallel_adapter: bool = False,
use_adapterp: bool = False,
target_modules: List[str] = None,
scaling: Union[float, str] = 1.0,
# prefix tuning hyperparams
num_virtual_tokens: int = 30,
# llm hyperparams
Expand Down Expand Up @@ -203,18 +194,7 @@ def generate_and_tokenize_prompt(data_point):
bias="none",
task_type="CAUSAL_LM",
)
elif adapter_name == "bottleneck":
config = BottleneckConfig(
bottleneck_size=bottleneck_size,
non_linearity=non_linearity,
adapter_dropout=adapter_dropout,
use_parallel_adapter=use_parallel_adapter,
use_adapterp=use_adapterp,
target_modules=target_modules,
scaling=scaling,
bias="none",
task_type="CAUSAL_LM",
)

elif adapter_name == "prefix-tuning":
config = PrefixTuningConfig(
num_virtual_tokens=num_virtual_tokens,
Expand Down