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35 lines
1.3 KiB
Python
35 lines
1.3 KiB
Python
from typing import Optional
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from extensions.multimodal.abstract_pipeline import AbstractMultimodalPipeline
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available_pipelines = ['llava-7b', 'llava-13b', 'llava-llama-2-13b']
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def get_pipeline(name: str, params: dict) -> Optional[AbstractMultimodalPipeline]:
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if name == 'llava-7b':
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from .llava import LLaVA_v0_7B_Pipeline
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return LLaVA_v0_7B_Pipeline(params)
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if name == 'llava-13b':
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from .llava import LLaVA_v0_13B_Pipeline
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return LLaVA_v0_13B_Pipeline(params)
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if name == 'llava-llama-2-13b':
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from .llava import LLaVA_LLaMA_2_13B_Pipeline
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return LLaVA_LLaMA_2_13B_Pipeline(params)
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return None
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def get_pipeline_from_model_name(model_name: str, params: dict) -> Optional[AbstractMultimodalPipeline]:
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if 'llava' not in model_name.lower():
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return None
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if 'llama-2' in model_name.lower():
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if '13b' in model_name.lower():
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from .llava import LLaVA_LLaMA_2_13B_Pipeline
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return LLaVA_LLaMA_2_13B_Pipeline(params)
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if '7b' in model_name.lower():
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from .llava import LLaVA_v0_7B_Pipeline
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return LLaVA_v0_7B_Pipeline(params)
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if '13b' in model_name.lower():
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from .llava import LLaVA_v0_13B_Pipeline
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return LLaVA_v0_13B_Pipeline(params)
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return None
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