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tweak: defer import of slow Llava* classes #908

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Sep 10, 2024
Merged

tweak: defer import of slow Llava* classes #908

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3 changes: 2 additions & 1 deletion garak/generators/huggingface.py
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Original file line number Diff line number Diff line change
Expand Up @@ -24,7 +24,6 @@
import backoff
import torch
from PIL import Image
from transformers import LlavaNextProcessor, LlavaNextForConditionalGeneration

from garak import _config
from garak.exception import ModelNameMissingError, GarakException
Expand Down Expand Up @@ -657,6 +656,8 @@ def __init__(self, name="", config_root=_config):
f"Invalid model name {self.name}, current support: {self.supported_models}."
)

from transformers import LlavaNextProcessor, LlavaNextForConditionalGeneration

self.device = self._select_hf_device()
model_kwargs = self._gather_hf_params(
hf_constructor=LlavaNextForConditionalGeneration.from_pretrained
Expand Down
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