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convert mutation_generator to use load_plugin #795

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merged 2 commits into from
Jul 22, 2024
Merged

convert mutation_generator to use load_plugin #795

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6c1bd1f
convert mutation_generator to use `load_plugin`
jmartin-tech Jul 22, 2024
3a0db34
use generator device for get_score_autodan
jmartin-tech Jul 22, 2024
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11 changes: 7 additions & 4 deletions garak/resources/autodan/autodan.py
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Original file line number Diff line number Diff line change
Expand Up @@ -9,7 +9,8 @@

import gc

from garak.generators import Generator, load_generator
from garak._plugins import load_plugin
from garak.generators import Generator
from garak.generators.huggingface import Model
import garak._config
from garak.resources.autodan.genetic import (
Expand Down Expand Up @@ -133,10 +134,12 @@ def autodan_generate(
crit = nn.CrossEntropyLoss(reduction="mean")

config_root = {
{mutation_generator_type: {"name": mutation_generator_name, "generations": 1}}
"generators": {
mutation_generator_type: {"name": mutation_generator_name, "generations": 1}
}
}
mutation_generator = load_generator(
model_type=mutation_generator_type, config=config_root
mutation_generator = load_plugin(
"generators." + mutation_generator_type, config_root=config_root
)

# Feel like this could just be text instead of storing it as tensors.
Expand Down
2 changes: 1 addition & 1 deletion garak/resources/autodan/genetic.py
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Expand Up @@ -594,7 +594,7 @@ def get_score_autodan(
losses = []
input_ids_list = []
target_slices = []
device = generator.device if generator.device >= 0 else "cpu"
device = generator.device
for item in test_controls:
prefix_manager = AutoDanPrefixManager(
generator=generator,
Expand Down
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