| { |
| "input_dim": 77, |
| "hidden_dims_a": [ |
| 32, |
| 16 |
| ], |
| "hidden_dims_b": [ |
| 128, |
| 64 |
| ], |
| "dropout_a": 0.2, |
| "dropout_b": 0.0, |
| "threshold_a": 0.60, |
| "threshold_b": 0.47421052631578947, |
| "loss_a": "PID", |
| "loss_b": "PID", |
| "hp_a": { |
| "hidden_dims": [ |
| 32, |
| 16 |
| ], |
| "lr": 0.001, |
| "beta_kl": 0.02, |
| "dropout": 0.2, |
| "weight_decay": 0.0001, |
| "use_pid_loss": true |
| }, |
| "hp_b": { |
| "hidden_dims": [ |
| 128, |
| 64 |
| ], |
| "lr": 0.001, |
| "beta_kl": 0.02, |
| "dropout": 0.0, |
| "weight_decay": 0.0001, |
| "use_pid_loss": true |
| }, |
| "local_model": "Qwen/Qwen3-Coder-Next", |
| "sonnet_model": "claude-sonnet-4-6", |
| "opus_model": "claude-opus-4-6", |
| "n_train": 1150, |
| "n_val": 247, |
| "n_test": 247, |
| "test_results": { |
| "local_rate": 0.0, |
| "sonnet_rate": 0.2834008097165992, |
| "opus_rate": 0.7165991902834008, |
| "utility": 0.6205263137817383, |
| "oracle_utility": 0.7178542613983154, |
| "regret": 0.09732794016599655 |
| } |
| } |