Support LLaVA v1.5 (#4305)
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6 changed files with 111 additions and 18 deletions
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@ -2,7 +2,7 @@ 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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available_pipelines = ['llava-7b', 'llava-13b', 'llava-llama-2-13b', 'llava-v1.5-13b']
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def get_pipeline(name: str, params: dict) -> Optional[AbstractMultimodalPipeline]:
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@ -15,6 +15,9 @@ def get_pipeline(name: str, params: dict) -> Optional[AbstractMultimodalPipeline
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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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if name == 'llava-v1.5-13b':
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from .llava import LLaVA_v1_5_13B_Pipeline
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return LLaVA_v1_5_13B_Pipeline(params)
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return None
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@ -25,10 +28,15 @@ def get_pipeline_from_model_name(model_name: str, params: dict) -> Optional[Abst
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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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elif 'llava-v1.5' in model_name.lower():
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if '13b' in model_name.lower():
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from .llava import LLaVA_v1_5_13B_Pipeline
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return LLaVA_v1_5_13B_Pipeline(params)
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else:
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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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