Support LLaVA v1.5 (#4305)

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Haotian Liu 2023-10-20 00:28:14 -05:00 committed by GitHub
parent bb71272903
commit 32984ea2f0
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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
from extensions.multimodal.abstract_pipeline import AbstractMultimodalPipeline
available_pipelines = ['llava-7b', 'llava-13b', 'llava-llama-2-13b']
available_pipelines = ['llava-7b', 'llava-13b', 'llava-llama-2-13b', 'llava-v1.5-13b']
def get_pipeline(name: str, params: dict) -> Optional[AbstractMultimodalPipeline]:
@ -15,6 +15,9 @@ def get_pipeline(name: str, params: dict) -> Optional[AbstractMultimodalPipeline
if name == 'llava-llama-2-13b':
from .llava import LLaVA_LLaMA_2_13B_Pipeline
return LLaVA_LLaMA_2_13B_Pipeline(params)
if name == 'llava-v1.5-13b':
from .llava import LLaVA_v1_5_13B_Pipeline
return LLaVA_v1_5_13B_Pipeline(params)
return None
@ -25,10 +28,15 @@ def get_pipeline_from_model_name(model_name: str, params: dict) -> Optional[Abst
if '13b' in model_name.lower():
from .llava import LLaVA_LLaMA_2_13B_Pipeline
return LLaVA_LLaMA_2_13B_Pipeline(params)
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)
elif 'llava-v1.5' in model_name.lower():
if '13b' in model_name.lower():
from .llava import LLaVA_v1_5_13B_Pipeline
return LLaVA_v1_5_13B_Pipeline(params)
else:
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