| { | |
| "project": "lyot-curriculum", | |
| "save_path": "runs", | |
| "tasks": { | |
| "family": "random_tree", | |
| "arms": "", | |
| "length": "", | |
| "targets": "deepest", | |
| "n_train": 10000, | |
| "n_valid": 1000, | |
| "n": 10 | |
| }, | |
| "model": { | |
| "n_layer": 2, | |
| "n_head": 8, | |
| "n_embd": 768, | |
| "n_positions": 1024 | |
| }, | |
| "method": "atc", | |
| "curriculum": "ring", | |
| "staging": "threshold", | |
| "staging_threshold": 0.9, | |
| "staging_patience": 5, | |
| "max_latent_stage": 8, | |
| "c_thought": 1, | |
| "uniform_prob": 0.5, | |
| "grow_task_difficulty": false, | |
| "shuffle_nodes": false, | |
| "reset_optimizer": false, | |
| "num_epochs": 800, | |
| "batch_size_training": 128, | |
| "gradient_accumulation_steps": 1, | |
| "lr": 3e-05, | |
| "weight_decay": 0.01, | |
| "seed": 0, | |
| "eval_every": 1, | |
| "save_every": 100, | |
| "wandb": true, | |
| "group": "tree10", | |
| "name": "tree10-n10-lr3e-5-drop75-noshuf-ce-resetF-threshold-up0.5", | |
| "tags": [ | |
| "star2x5", | |
| "adaptive" | |
| ], | |
| "method_options": { | |
| "answer_mark": false, | |
| "hidden_prob": 0.75 | |
| }, | |
| "staging_metric": "acc", | |
| "show_samples": 4, | |
| "show_thoughts": 32, | |
| "show_thought_rows": 3, | |
| "loss": "ce", | |
| "n_nodes": 20 | |
| } |