{ "best_metric": 0.8311111111111111, "best_model_checkpoint": "train_binary/05-13-2024_12:08:27/checkpoint-160", "epoch": 5.0, "eval_steps": 20, "global_step": 200, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.5, "grad_norm": 7.1047492027282715, "learning_rate": 5e-05, "loss": 1.2022, "step": 20 }, { "epoch": 0.5, "eval_acc_product": 0.2339592488915767, "eval_loss": 0.6791220903396606, "eval_overall_acc": 0.7155555555555555, "eval_runtime": 4.3626, "eval_samples_per_second": 206.3, "eval_steps_per_second": 1.834, "eval_type_descriptive_acc": 0.5418502202643172, "eval_type_expository_acc": 0.9829059829059829, "eval_type_narrative_acc": 0.6559633027522935, "eval_type_persuasive_acc": 0.669683257918552, "step": 20 }, { "epoch": 1.0, "grad_norm": 9.341121673583984, "learning_rate": 4.4444444444444447e-05, "loss": 0.634, "step": 40 }, { "epoch": 1.0, "eval_acc_product": 0.374576132841691, "eval_loss": 0.5208084583282471, "eval_overall_acc": 0.79, "eval_runtime": 4.3469, "eval_samples_per_second": 207.046, "eval_steps_per_second": 1.84, "eval_type_descriptive_acc": 0.6519823788546255, "eval_type_expository_acc": 0.9358974358974359, "eval_type_narrative_acc": 0.8027522935779816, "eval_type_persuasive_acc": 0.7647058823529411, "step": 40 }, { "epoch": 1.5, "grad_norm": 12.583885192871094, "learning_rate": 3.888888888888889e-05, "loss": 0.4102, "step": 60 }, { "epoch": 1.5, "eval_acc_product": 0.37668167775444333, "eval_loss": 0.5568819046020508, "eval_overall_acc": 0.8033333333333333, "eval_runtime": 4.3493, "eval_samples_per_second": 206.93, "eval_steps_per_second": 1.839, "eval_type_descriptive_acc": 0.5374449339207048, "eval_type_expository_acc": 0.9829059829059829, "eval_type_narrative_acc": 0.8165137614678899, "eval_type_persuasive_acc": 0.8733031674208145, "step": 60 }, { "epoch": 2.0, "grad_norm": 18.182939529418945, "learning_rate": 3.3333333333333335e-05, "loss": 0.3891, "step": 80 }, { "epoch": 2.0, "eval_acc_product": 0.3805953902407894, "eval_loss": 0.528384804725647, "eval_overall_acc": 0.8, "eval_runtime": 4.3488, "eval_samples_per_second": 206.952, "eval_steps_per_second": 1.84, "eval_type_descriptive_acc": 0.6035242290748899, "eval_type_expository_acc": 0.9914529914529915, "eval_type_narrative_acc": 0.8623853211009175, "eval_type_persuasive_acc": 0.7375565610859729, "step": 80 }, { "epoch": 2.5, "grad_norm": 6.487391471862793, "learning_rate": 2.777777777777778e-05, "loss": 0.2423, "step": 100 }, { "epoch": 2.5, "eval_acc_product": 0.3477393972726718, "eval_loss": 0.7446629405021667, "eval_overall_acc": 0.7888888888888889, "eval_runtime": 4.3484, "eval_samples_per_second": 206.972, "eval_steps_per_second": 1.84, "eval_type_descriptive_acc": 0.6607929515418502, "eval_type_expository_acc": 0.9358974358974359, "eval_type_narrative_acc": 0.5779816513761468, "eval_type_persuasive_acc": 0.9728506787330317, "step": 100 }, { "epoch": 3.0, "grad_norm": 10.529717445373535, "learning_rate": 2.2222222222222223e-05, "loss": 0.27, "step": 120 }, { "epoch": 3.0, "eval_acc_product": 0.3687367678193366, "eval_loss": 0.5524727702140808, "eval_overall_acc": 0.8033333333333333, "eval_runtime": 4.361, "eval_samples_per_second": 206.376, "eval_steps_per_second": 1.834, "eval_type_descriptive_acc": 0.5154185022026432, "eval_type_expository_acc": 0.9700854700854701, "eval_type_narrative_acc": 0.7798165137614679, "eval_type_persuasive_acc": 0.9457013574660633, "step": 120 }, { "epoch": 3.5, "grad_norm": 8.022017478942871, "learning_rate": 1.6666666666666667e-05, "loss": 0.116, "step": 140 }, { "epoch": 3.5, "eval_acc_product": 0.42496128327762595, "eval_loss": 0.666808009147644, "eval_overall_acc": 0.8177777777777778, "eval_runtime": 4.3416, "eval_samples_per_second": 207.296, "eval_steps_per_second": 1.843, "eval_type_descriptive_acc": 0.6519823788546255, "eval_type_expository_acc": 0.9786324786324786, "eval_type_narrative_acc": 0.7706422018348624, "eval_type_persuasive_acc": 0.8642533936651584, "step": 140 }, { "epoch": 4.0, "grad_norm": 11.408710479736328, "learning_rate": 1.1111111111111112e-05, "loss": 0.1078, "step": 160 }, { "epoch": 4.0, "eval_acc_product": 0.4513722367715261, "eval_loss": 0.655240535736084, "eval_overall_acc": 0.8311111111111111, "eval_runtime": 4.3513, "eval_samples_per_second": 206.837, "eval_steps_per_second": 1.839, "eval_type_descriptive_acc": 0.6740088105726872, "eval_type_expository_acc": 0.9871794871794872, "eval_type_narrative_acc": 0.7385321100917431, "eval_type_persuasive_acc": 0.918552036199095, "step": 160 }, { "epoch": 4.5, "grad_norm": 8.358388900756836, "learning_rate": 5.555555555555556e-06, "loss": 0.0381, "step": 180 }, { "epoch": 4.5, "eval_acc_product": 0.4348685552569168, "eval_loss": 0.7252246141433716, "eval_overall_acc": 0.8222222222222222, "eval_runtime": 4.3445, "eval_samples_per_second": 207.158, "eval_steps_per_second": 1.841, "eval_type_descriptive_acc": 0.7224669603524229, "eval_type_expository_acc": 0.9871794871794872, "eval_type_narrative_acc": 0.7018348623853211, "eval_type_persuasive_acc": 0.8687782805429864, "step": 180 }, { "epoch": 5.0, "grad_norm": 8.94113540649414, "learning_rate": 0.0, "loss": 0.0417, "step": 200 }, { "epoch": 5.0, "eval_acc_product": 0.45515444892534596, "eval_loss": 0.7260475754737854, "eval_overall_acc": 0.83, "eval_runtime": 4.34, "eval_samples_per_second": 207.373, "eval_steps_per_second": 1.843, "eval_type_descriptive_acc": 0.7268722466960352, "eval_type_expository_acc": 0.9871794871794872, "eval_type_narrative_acc": 0.7339449541284404, "eval_type_persuasive_acc": 0.8642533936651584, "step": 200 } ], "logging_steps": 20, "max_steps": 200, "num_input_tokens_seen": 0, "num_train_epochs": 5, "save_steps": 20, "total_flos": 5941102588416000.0, "train_batch_size": 128, "trial_name": null, "trial_params": null }