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Generalize multimodality (llava/minigpt4 7b and 13b now supported) (#1741)

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Wojtab 2023-05-10 01:18:02 +02:00 • committed by GitHub
parent a2b25322f0
commit e9e75a9ec7
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22 changed files with 812 additions and 371 deletions
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27
extensions/multimodal/pipelines/llava/pipelines.py Normal file
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from typing import Optional
from extensions.multimodal.abstract_pipeline import AbstractMultimodalPipeline
available_pipelines = ['llava-7b', 'llava-13b']
def get_pipeline(name: str, params: dict) -> Optional[AbstractMultimodalPipeline]:
if name == 'llava-7b':
from .llava import LLaVA_v0_7B_Pipeline
return LLaVA_v0_7B_Pipeline(params)
if name == 'llava-13b':
from .llava import LLaVA_v0_13B_Pipeline
return LLaVA_v0_13B_Pipeline(params)
return None
def get_pipeline_from_model_name(model_name: str, params: dict) -> Optional[AbstractMultimodalPipeline]:
if 'llava' not in model_name.lower():
return None
if '7b' in model_name.lower():
from .llava import LLaVA_v0_7B_Pipeline
return LLaVA_v0_7B_Pipeline(params)
if '13b' in model_name.lower():
from .llava import LLaVA_v0_13B_Pipeline
return LLaVA_v0_13B_Pipeline(params)
return None