{ "best_metric": 1.6272777318954468, "best_model_checkpoint": "/scratch/kwamea/llama-output/checkpoint-130", "epoch": 9.285714285714286, "eval_steps": 5, "global_step": 130, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.36, "learning_rate": 9.642857142857143e-05, "loss": 2.2959, "step": 5 }, { "epoch": 0.36, "eval_loss": 2.26009202003479, "eval_runtime": 2.5228, "eval_samples_per_second": 2.378, "eval_steps_per_second": 0.396, "step": 5 }, { "epoch": 0.71, "learning_rate": 9.285714285714286e-05, "loss": 2.2056, "step": 10 }, { "epoch": 0.71, "eval_loss": 2.15522837638855, "eval_runtime": 2.5338, "eval_samples_per_second": 2.368, "eval_steps_per_second": 0.395, "step": 10 }, { "epoch": 1.07, "learning_rate": 8.92857142857143e-05, "loss": 2.097, "step": 15 }, { "epoch": 1.07, "eval_loss": 2.0667991638183594, "eval_runtime": 2.5411, "eval_samples_per_second": 2.361, "eval_steps_per_second": 0.394, "step": 15 }, { "epoch": 1.43, "learning_rate": 8.571428571428571e-05, "loss": 2.0293, "step": 20 }, { "epoch": 1.43, "eval_loss": 2.0328972339630127, "eval_runtime": 2.5419, "eval_samples_per_second": 2.36, "eval_steps_per_second": 0.393, "step": 20 }, { "epoch": 1.79, "learning_rate": 8.214285714285714e-05, "loss": 2.0228, "step": 25 }, { "epoch": 1.79, "eval_loss": 1.998112678527832, "eval_runtime": 2.5416, "eval_samples_per_second": 2.361, "eval_steps_per_second": 0.393, "step": 25 }, { "epoch": 2.14, "learning_rate": 7.857142857142858e-05, "loss": 1.9493, "step": 30 }, { "epoch": 2.14, "eval_loss": 1.968154788017273, "eval_runtime": 2.5414, "eval_samples_per_second": 2.361, "eval_steps_per_second": 0.393, "step": 30 }, { "epoch": 2.5, "learning_rate": 7.500000000000001e-05, "loss": 1.9252, "step": 35 }, { "epoch": 2.5, "eval_loss": 1.937127947807312, "eval_runtime": 2.5401, "eval_samples_per_second": 2.362, "eval_steps_per_second": 0.394, "step": 35 }, { "epoch": 2.86, "learning_rate": 7.142857142857143e-05, "loss": 1.8848, "step": 40 }, { "epoch": 2.86, "eval_loss": 1.9035807847976685, "eval_runtime": 2.5391, "eval_samples_per_second": 2.363, "eval_steps_per_second": 0.394, "step": 40 }, { "epoch": 3.21, "learning_rate": 6.785714285714286e-05, "loss": 1.8708, "step": 45 }, { "epoch": 3.21, "eval_loss": 1.8712326288223267, "eval_runtime": 2.5413, "eval_samples_per_second": 2.361, "eval_steps_per_second": 0.394, "step": 45 }, { "epoch": 3.57, "learning_rate": 6.428571428571429e-05, "loss": 1.795, "step": 50 }, { "epoch": 3.57, "eval_loss": 1.8411849737167358, "eval_runtime": 2.5425, "eval_samples_per_second": 2.36, "eval_steps_per_second": 0.393, "step": 50 }, { "epoch": 3.93, "learning_rate": 6.0714285714285715e-05, "loss": 1.7851, "step": 55 }, { "epoch": 3.93, "eval_loss": 1.8131023645401, "eval_runtime": 2.5418, "eval_samples_per_second": 2.36, "eval_steps_per_second": 0.393, "step": 55 }, { "epoch": 4.29, "learning_rate": 5.714285714285714e-05, "loss": 1.737, "step": 60 }, { "epoch": 4.29, "eval_loss": 1.7883529663085938, "eval_runtime": 2.541, "eval_samples_per_second": 2.361, "eval_steps_per_second": 0.394, "step": 60 }, { "epoch": 4.64, "learning_rate": 5.3571428571428575e-05, "loss": 1.7509, "step": 65 }, { "epoch": 4.64, "eval_loss": 1.7668665647506714, "eval_runtime": 2.5422, "eval_samples_per_second": 2.36, "eval_steps_per_second": 0.393, "step": 65 }, { "epoch": 5.0, "learning_rate": 5e-05, "loss": 1.7, "step": 70 }, { "epoch": 5.0, "eval_loss": 1.7516651153564453, "eval_runtime": 2.5412, "eval_samples_per_second": 2.361, "eval_steps_per_second": 0.394, "step": 70 }, { "epoch": 5.36, "learning_rate": 4.642857142857143e-05, "loss": 1.6734, "step": 75 }, { "epoch": 5.36, "eval_loss": 1.7334843873977661, "eval_runtime": 2.5431, "eval_samples_per_second": 2.359, "eval_steps_per_second": 0.393, "step": 75 }, { "epoch": 5.71, "learning_rate": 4.2857142857142856e-05, "loss": 1.6719, "step": 80 }, { "epoch": 5.71, "eval_loss": 1.7061794996261597, "eval_runtime": 2.5412, "eval_samples_per_second": 2.361, "eval_steps_per_second": 0.394, "step": 80 }, { "epoch": 6.07, "learning_rate": 3.928571428571429e-05, "loss": 1.5932, "step": 85 }, { "epoch": 6.07, "eval_loss": 1.6727076768875122, "eval_runtime": 2.5367, "eval_samples_per_second": 2.365, "eval_steps_per_second": 0.394, "step": 85 }, { "epoch": 6.43, "learning_rate": 3.571428571428572e-05, "loss": 1.5866, "step": 90 }, { "epoch": 6.43, "eval_loss": 1.66474187374115, "eval_runtime": 2.5383, "eval_samples_per_second": 2.364, "eval_steps_per_second": 0.394, "step": 90 }, { "epoch": 6.79, "learning_rate": 3.2142857142857144e-05, "loss": 1.577, "step": 95 }, { "epoch": 6.79, "eval_loss": 1.6590815782546997, "eval_runtime": 2.5384, "eval_samples_per_second": 2.364, "eval_steps_per_second": 0.394, "step": 95 }, { "epoch": 7.14, "learning_rate": 2.857142857142857e-05, "loss": 1.5532, "step": 100 }, { "epoch": 7.14, "eval_loss": 1.6509045362472534, "eval_runtime": 2.5429, "eval_samples_per_second": 2.359, "eval_steps_per_second": 0.393, "step": 100 }, { "epoch": 7.5, "learning_rate": 2.5e-05, "loss": 1.5099, "step": 105 }, { "epoch": 7.5, "eval_loss": 1.6463295221328735, "eval_runtime": 2.5379, "eval_samples_per_second": 2.364, "eval_steps_per_second": 0.394, "step": 105 }, { "epoch": 7.86, "learning_rate": 2.1428571428571428e-05, "loss": 1.5717, "step": 110 }, { "epoch": 7.86, "eval_loss": 1.6409095525741577, "eval_runtime": 2.5359, "eval_samples_per_second": 2.366, "eval_steps_per_second": 0.394, "step": 110 }, { "epoch": 8.21, "learning_rate": 1.785714285714286e-05, "loss": 1.5354, "step": 115 }, { "epoch": 8.21, "eval_loss": 1.6344412565231323, "eval_runtime": 2.5372, "eval_samples_per_second": 2.365, "eval_steps_per_second": 0.394, "step": 115 }, { "epoch": 8.57, "learning_rate": 1.4285714285714285e-05, "loss": 1.5127, "step": 120 }, { "epoch": 8.57, "eval_loss": 1.6305923461914062, "eval_runtime": 2.537, "eval_samples_per_second": 2.365, "eval_steps_per_second": 0.394, "step": 120 }, { "epoch": 8.93, "learning_rate": 1.0714285714285714e-05, "loss": 1.5234, "step": 125 }, { "epoch": 8.93, "eval_loss": 1.6271618604660034, "eval_runtime": 2.5403, "eval_samples_per_second": 2.362, "eval_steps_per_second": 0.394, "step": 125 }, { "epoch": 9.29, "learning_rate": 7.142857142857143e-06, "loss": 1.4811, "step": 130 }, { "epoch": 9.29, "eval_loss": 1.6272777318954468, "eval_runtime": 2.5362, "eval_samples_per_second": 2.366, "eval_steps_per_second": 0.394, "step": 130 } ], "logging_steps": 5, "max_steps": 140, "num_train_epochs": 10, "save_steps": 10, "total_flos": 4.22461405396992e+16, "trial_name": null, "trial_params": null }