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| # Config parameters for router data construction: | |
| api_key: "" | |
| llm_description_path: 'configs/new_LLM_Descriptions_with_think.json' | |
| llm_embedding_path: 'configs/new_llm_description_embedding_with_think.pkl' | |
| train_data_path: 'data/train.csv' | |
| test_data_path: 'data/test.csv' | |
| query_response_length: 512 | |
| # Config parameters for graph_router training: | |
| seed: 2 | |
| wandb_key: '' | |
| model_path: 'model_path/all_performance_best_model.pth' | |
| train_epoch: 1000 | |
| scenario: "Performance First" # "Performance First", "Balance", and "Cost First" | |
| llm_num: 40 | |
| learning_rate: 0.0001 | |
| weight_decay: 0.0001 | |
| train_mask_rate: 0.5 | |
| batch_size: 64 | |
| num_task: 15 | |
| split_ratio: [0.9, 0.1] | |
| embedding_dim: 8 | |
| edge_dim: 3 | |