project_02_DS / configs /__init__.py
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"""
configs/__init__.py
===================
Config package — exposes a get_config() factory function.
"""
from .base_config import BaseConfig
from .blip_config import BlipConfig
from .vit_gpt2_config import ViTGPT2Config
from .git_config import GitConfig
from .custom_vlm_config import CustomVLMConfig
def get_config(model_type: str):
"""
Return the appropriate config dataclass for the given model type.
Args:
model_type: one of 'blip', 'vit_gpt2', 'git', 'custom'
Returns:
Populated config dataclass instance.
"""
registry = {
"blip": BlipConfig,
"vit_gpt2": ViTGPT2Config,
"git": GitConfig,
"custom": CustomVLMConfig,
}
cls = registry.get(model_type)
if cls is None:
raise ValueError(
f"Unknown model_type '{model_type}'. "
f"Choose from: {list(registry.keys())}"
)
return cls()