This is the code for paper FuseGen.
We implement our code for data generation basing on the code provided in this repo.
- Cross-model Data Quality Evaluation in Cross-model Data Generation:
- Cross-model Variability: Please see function
sample_dynamic_selectionin file./src/utils/basic_utils.py. - Sample Influence: Please see function
run_full_influence_functionsin file./src/utils/influence_utils.py.
- Cross-model Variability: Please see function
- Cross-model Data Quality Improvement:
- Self-boosting Weight Adjustment: Please see function
weight_decayin./src/utils/weight_adjust.py.
- Self-boosting Weight Adjustment: Please see function