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"""qwen.py.
File for providing the Qwen model implementation.
"""
from transformers import Qwen2VLForConditionalGeneration
from src.models.base import ModelBase
from src.models.config import Config
class QwenModel(ModelBase):
"""Qwen model implementation."""
def __init__(self, config: Config) -> None:
"""Initialization of the qwen model.
Args:
config (Config): Parsed config
"""
# initialize the parent class
super().__init__(config)
def _load_specific_model(self) -> None:
"""Overridden function to populate self.model."""
self.model = Qwen2VLForConditionalGeneration.from_pretrained(
self.model_path, **self.config.model
) if hasattr(self.config, 'model') else (
Qwen2VLForConditionalGeneration.from_pretrained(
self.model_path
)
)
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