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"""
Configuration class for MoLA-LM
"""
from transformers import PretrainedConfig
from typing import Dict, List
EXPERTS_LIST = [
"0",
"1",
"2",
"3",
"4",
"5",
"6",
"7",
"8",
]
class MoLAConfig(PretrainedConfig):
"""Configuration class for MoLA-LM model."""
model_type = "mola_lm"
def __init__(
self,
base_model_name_or_path: str = "Qwen/Qwen2.5-3B-Instruct",
task_labels: List[str] = None,
router_config: Dict = None,
lora_configs: Dict[str, Dict] = None,
**kwargs
):
super().__init__(**kwargs)
self.base_model_name_or_path = base_model_name_or_path
self.task_labels = task_labels or EXPERTS_LIST
self.router_config = router_config or {}
self.lora_configs = lora_configs or {}
self.num_loras = len(self.task_labels)
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