{ "best_metric": 0.7025482654571533, "best_model_checkpoint": "../../models/lora/codellama-34b-multitask_cot_reflection/checkpoint-200", "epoch": 25.0, "eval_steps": 200, "global_step": 400, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.62, "learning_rate": 2.9999999999999997e-05, "loss": 1.9595, "step": 10 }, { "epoch": 1.25, "learning_rate": 5.9999999999999995e-05, "loss": 1.9443, "step": 20 }, { "epoch": 1.88, "learning_rate": 8.999999999999999e-05, "loss": 1.7826, "step": 30 }, { "epoch": 2.5, "learning_rate": 0.00011999999999999999, "loss": 1.4385, "step": 40 }, { "epoch": 3.12, "learning_rate": 0.00015, "loss": 1.0892, "step": 50 }, { "epoch": 3.75, "learning_rate": 0.00017999999999999998, "loss": 0.9362, "step": 60 }, { "epoch": 4.38, "learning_rate": 0.00020999999999999998, "loss": 0.9101, "step": 70 }, { "epoch": 5.0, "learning_rate": 0.00023999999999999998, "loss": 0.8864, "step": 80 }, { "epoch": 5.62, "learning_rate": 0.00027, "loss": 0.8796, "step": 90 }, { "epoch": 6.25, "learning_rate": 0.0003, "loss": 0.8521, "step": 100 }, { "epoch": 6.88, "learning_rate": 0.0002921052631578947, "loss": 0.7999, "step": 110 }, { "epoch": 7.5, "learning_rate": 0.0002842105263157894, "loss": 0.7828, "step": 120 }, { "epoch": 8.12, "learning_rate": 0.0002763157894736842, "loss": 0.7696, "step": 130 }, { "epoch": 8.75, "learning_rate": 0.0002684210526315789, "loss": 0.7555, "step": 140 }, { "epoch": 9.38, "learning_rate": 0.0002605263157894737, "loss": 0.7609, "step": 150 }, { "epoch": 10.0, "learning_rate": 0.00025263157894736836, "loss": 0.7509, "step": 160 }, { "epoch": 10.62, "learning_rate": 0.00024473684210526314, "loss": 0.7587, "step": 170 }, { "epoch": 11.25, "learning_rate": 0.00023684210526315788, "loss": 0.7453, "step": 180 }, { "epoch": 11.88, "learning_rate": 0.00022894736842105263, "loss": 0.7222, "step": 190 }, { "epoch": 12.5, "learning_rate": 0.00022105263157894733, "loss": 0.7216, "step": 200 }, { "epoch": 12.5, "eval_loss": 0.7025482654571533, "eval_runtime": 3.0725, "eval_samples_per_second": 6.835, "eval_steps_per_second": 0.976, "step": 200 }, { "epoch": 13.12, "learning_rate": 0.00021315789473684208, "loss": 0.7195, "step": 210 }, { "epoch": 13.75, "learning_rate": 0.00020526315789473683, "loss": 0.6919, "step": 220 }, { "epoch": 14.38, "learning_rate": 0.00019736842105263157, "loss": 0.7102, "step": 230 }, { "epoch": 15.0, "learning_rate": 0.0001894736842105263, "loss": 0.6919, "step": 240 }, { "epoch": 15.62, "learning_rate": 0.00018157894736842105, "loss": 0.7025, "step": 250 }, { "epoch": 16.25, "learning_rate": 0.0001736842105263158, "loss": 0.6906, "step": 260 }, { "epoch": 16.88, "learning_rate": 0.00016578947368421052, "loss": 0.667, "step": 270 }, { "epoch": 17.5, "learning_rate": 0.00015789473684210524, "loss": 0.6554, "step": 280 }, { "epoch": 18.12, "learning_rate": 0.00015, "loss": 0.6702, "step": 290 }, { "epoch": 18.75, "learning_rate": 0.0001421052631578947, "loss": 0.6382, "step": 300 }, { "epoch": 19.38, "learning_rate": 0.00013421052631578946, "loss": 0.6389, "step": 310 }, { "epoch": 20.0, "learning_rate": 0.00012631578947368418, "loss": 0.6431, "step": 320 }, { "epoch": 20.62, "learning_rate": 0.00011842105263157894, "loss": 0.6427, "step": 330 }, { "epoch": 21.25, "learning_rate": 0.00011052631578947366, "loss": 0.6398, "step": 340 }, { "epoch": 21.88, "learning_rate": 0.00010263157894736841, "loss": 0.609, "step": 350 }, { "epoch": 22.5, "learning_rate": 9.473684210526315e-05, "loss": 0.6062, "step": 360 }, { "epoch": 23.12, "learning_rate": 8.68421052631579e-05, "loss": 0.6085, "step": 370 }, { "epoch": 23.75, "learning_rate": 7.894736842105262e-05, "loss": 0.5872, "step": 380 }, { "epoch": 24.38, "learning_rate": 7.105263157894735e-05, "loss": 0.5877, "step": 390 }, { "epoch": 25.0, "learning_rate": 6.315789473684209e-05, "loss": 0.5973, "step": 400 }, { "epoch": 25.0, "eval_loss": 0.7764873504638672, "eval_runtime": 3.109, "eval_samples_per_second": 6.755, "eval_steps_per_second": 0.965, "step": 400 } ], "logging_steps": 10, "max_steps": 480, "num_train_epochs": 30, "save_steps": 200, "total_flos": 2.6530697187989914e+18, "trial_name": null, "trial_params": null }