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Initial support for LLaVA-LLaMA-2. (#3377)

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Haotian Liu 2023-10-10 16:40:52 -05:00 • committed by GitHub
parent 9fab9a1ca6
commit 2b75d725e6
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2 changed files with 37 additions and 1 deletions
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9
extensions/multimodal/pipelines/llava/pipelines.py
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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']
available_pipelines = ['llava-7b', 'llava-13b', 'llava-llama-2-13b']
def get_pipeline(name: str, params: dict) -> Optional[AbstractMultimodalPipeline]:
@ -12,12 +12,19 @@ def get_pipeline(name: str, params: dict) -> Optional[AbstractMultimodalPipeline
if name == 'llava-13b':
from .llava import LLaVA_v0_13B_Pipeline
return LLaVA_v0_13B_Pipeline(params)
if name == 'llava-llama-2-13b':
from .llava import LLaVA_LLaMA_2_13B_Pipeline
return LLaVA_LLaMA_2_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 'llama-2' in model_name.lower():
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)