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create_everything.py
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create_everything.py
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from fine_tune import fine_tune_full
from fine_tune_only_tiny import fine_tune_only_tiny
from fine_tune_tiny import fine_tune_tiny
from utils import get_model_name
# task_names = ["addy", "div", "mex", "mult2x1", "spain", "sub"]
task_names = [["addy", "sub", "spain"],
["div", "mex", "mult2x1"],
["faith", "science"]]
# fine_tune_full("faith", 5)
# fine_tune_full("science", 5)
# fine_tune_full("mult2x1", 4)
# fine_tune_only_tiny("faith", 5)
# fine_tune_only_tiny("science", 5)
# fine_tune_only_tiny("mult2x1", 5)
# fine_tune_only_tiny("faith", 2)
# fine_tune_only_tiny("science", 2)
# model_finetuned_on_first_task_name = get_model_name("spain", 3)
# fine_tune_tiny("mult2x1", model_finetuned_on_first_task_name, 3)
#
# model_finetuned_on_first_task_name = get_model_name("spain", 3)
# fine_tune_tiny("faith", model_finetuned_on_first_task_name, 3)
#
# model_finetuned_on_first_task_name = get_model_name("spain", 3)
# fine_tune_tiny("science", model_finetuned_on_first_task_name, 3)
# model_finetuned_on_first_task_name = get_model_name("mult2x1", 4)
# fine_tune_tiny("mex", model_finetuned_on_first_task_name, 4)
#
# model_finetuned_on_first_task_name = get_model_name("mult2x1", 4)
# fine_tune_tiny("faith", model_finetuned_on_first_task_name, 4)
#
# model_finetuned_on_first_task_name = get_model_name("mult2x1", 4)
# fine_tune_tiny("science", model_finetuned_on_first_task_name, 4)
# model_finetuned_on_first_task_name = get_model_name("science", 5)
# fine_tune_tiny("mult2x1", model_finetuned_on_first_task_name, 5)
#
# model_finetuned_on_first_task_name = get_model_name("science", 5)
# fine_tune_tiny("faith", model_finetuned_on_first_task_name, 5)
#
# model_finetuned_on_first_task_name = get_model_name("science", 5)
# fine_tune_tiny("mex", model_finetuned_on_first_task_name, 5)
# fine_tune_only_tiny("spain")
# for task_name in ["sub", "spain"]:
# print(f"Fine-tuning on {task_name}...")
# fine_tune_full(task_name)
# print(f"Fine-tuning on {task_name} (tiny)...")
# fine_tune_only_tiny(task_name)
# for first_task_name in task_names:
# for second_task_name in task_names:
# if first_task_name != second_task_name:
# print(f"Fine-tuning {first_task_name} model on {second_task_name} (tiny)...")
# model_finetuned_on_first_task_name = get_model_name(first_task_name)
# fine_tune_tiny(second_task_name, model_finetuned_on_first_task_name)