{ "best_metric": null, "best_model_checkpoint": null, "epoch": 3.0, "global_step": 32952, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.05, "learning_rate": 9.878241811761841e-05, "loss": 0.8515, "step": 500 }, { "epoch": 0.09, "learning_rate": 9.726044076464142e-05, "loss": 0.6069, "step": 1000 }, { "epoch": 0.14, "learning_rate": 9.573846341166444e-05, "loss": 0.5641, "step": 1500 }, { "epoch": 0.18, "learning_rate": 9.421648605868745e-05, "loss": 0.5586, "step": 2000 }, { "epoch": 0.23, "learning_rate": 9.269450870571045e-05, "loss": 0.5239, "step": 2500 }, { "epoch": 0.27, "learning_rate": 9.117253135273349e-05, "loss": 0.508, "step": 3000 }, { "epoch": 0.32, "learning_rate": 8.96505539997565e-05, "loss": 0.5077, "step": 3500 }, { "epoch": 0.36, "learning_rate": 8.81285766467795e-05, "loss": 0.5063, "step": 4000 }, { "epoch": 0.41, "learning_rate": 8.660659929380252e-05, "loss": 0.4774, "step": 4500 }, { "epoch": 0.46, "learning_rate": 8.508462194082553e-05, "loss": 0.4782, "step": 5000 }, { "epoch": 0.5, "learning_rate": 8.356264458784853e-05, "loss": 0.4743, "step": 5500 }, { "epoch": 0.55, "learning_rate": 8.204066723487156e-05, "loss": 0.4735, "step": 6000 }, { "epoch": 0.59, "learning_rate": 8.051868988189456e-05, "loss": 0.4609, "step": 6500 }, { "epoch": 0.64, "learning_rate": 7.899671252891757e-05, "loss": 0.448, "step": 7000 }, { "epoch": 0.68, "learning_rate": 7.747473517594059e-05, "loss": 0.4652, "step": 7500 }, { "epoch": 0.73, "learning_rate": 7.59527578229636e-05, "loss": 0.4387, "step": 8000 }, { "epoch": 0.77, "learning_rate": 7.44307804699866e-05, "loss": 0.4547, "step": 8500 }, { "epoch": 0.82, "learning_rate": 7.290880311700962e-05, "loss": 0.4391, "step": 9000 }, { "epoch": 0.86, "learning_rate": 7.138682576403264e-05, "loss": 0.4377, "step": 9500 }, { "epoch": 0.91, "learning_rate": 6.986484841105565e-05, "loss": 0.4415, "step": 10000 }, { "epoch": 0.96, "learning_rate": 6.834287105807866e-05, "loss": 0.4355, "step": 10500 }, { "epoch": 1.0, "eval_accuracy": 0.7072, "eval_loss": 0.3910021185874939, "eval_runtime": 57.1361, "eval_samples_per_second": 85.533, "eval_steps_per_second": 5.356, "step": 10984 }, { "epoch": 1.0, "learning_rate": 6.682089370510168e-05, "loss": 0.4319, "step": 11000 }, { "epoch": 1.05, "learning_rate": 6.529891635212468e-05, "loss": 0.3413, "step": 11500 }, { "epoch": 1.09, "learning_rate": 6.377693899914769e-05, "loss": 0.3365, "step": 12000 }, { "epoch": 1.14, "learning_rate": 6.225496164617071e-05, "loss": 0.3261, "step": 12500 }, { "epoch": 1.18, "learning_rate": 6.073298429319372e-05, "loss": 0.3228, "step": 13000 }, { "epoch": 1.23, "learning_rate": 5.921100694021673e-05, "loss": 0.3396, "step": 13500 }, { "epoch": 1.27, "learning_rate": 5.768902958723974e-05, "loss": 0.3431, "step": 14000 }, { "epoch": 1.32, "learning_rate": 5.616705223426275e-05, "loss": 0.3318, "step": 14500 }, { "epoch": 1.37, "learning_rate": 5.464507488128577e-05, "loss": 0.3363, "step": 15000 }, { "epoch": 1.41, "learning_rate": 5.3123097528308786e-05, "loss": 0.3303, "step": 15500 }, { "epoch": 1.46, "learning_rate": 5.16011201753318e-05, "loss": 0.3295, "step": 16000 }, { "epoch": 1.5, "learning_rate": 5.0079142822354806e-05, "loss": 0.3304, "step": 16500 }, { "epoch": 1.55, "learning_rate": 4.855716546937782e-05, "loss": 0.342, "step": 17000 }, { "epoch": 1.59, "learning_rate": 4.703518811640083e-05, "loss": 0.3274, "step": 17500 }, { "epoch": 1.64, "learning_rate": 4.551321076342384e-05, "loss": 0.3242, "step": 18000 }, { "epoch": 1.68, "learning_rate": 4.3991233410446854e-05, "loss": 0.3311, "step": 18500 }, { "epoch": 1.73, "learning_rate": 4.246925605746987e-05, "loss": 0.3424, "step": 19000 }, { "epoch": 1.78, "learning_rate": 4.094727870449288e-05, "loss": 0.3192, "step": 19500 }, { "epoch": 1.82, "learning_rate": 3.9425301351515894e-05, "loss": 0.3151, "step": 20000 }, { "epoch": 1.87, "learning_rate": 3.79033239985389e-05, "loss": 0.323, "step": 20500 }, { "epoch": 1.91, "learning_rate": 3.6381346645561915e-05, "loss": 0.334, "step": 21000 }, { "epoch": 1.96, "learning_rate": 3.485936929258493e-05, "loss": 0.3233, "step": 21500 }, { "epoch": 2.0, "eval_accuracy": 0.7321, "eval_loss": 0.38333889842033386, "eval_runtime": 57.0615, "eval_samples_per_second": 85.644, "eval_steps_per_second": 5.363, "step": 21968 }, { "epoch": 2.0, "learning_rate": 3.333739193960794e-05, "loss": 0.3239, "step": 22000 }, { "epoch": 2.05, "learning_rate": 3.1815414586630955e-05, "loss": 0.2248, "step": 22500 }, { "epoch": 2.09, "learning_rate": 3.0293437233653966e-05, "loss": 0.2207, "step": 23000 }, { "epoch": 2.14, "learning_rate": 2.8771459880676976e-05, "loss": 0.2394, "step": 23500 }, { "epoch": 2.18, "learning_rate": 2.724948252769999e-05, "loss": 0.2378, "step": 24000 }, { "epoch": 2.23, "learning_rate": 2.5727505174723e-05, "loss": 0.2318, "step": 24500 }, { "epoch": 2.28, "learning_rate": 2.4205527821746013e-05, "loss": 0.2357, "step": 25000 }, { "epoch": 2.32, "learning_rate": 2.2683550468769027e-05, "loss": 0.2325, "step": 25500 }, { "epoch": 2.37, "learning_rate": 2.1161573115792037e-05, "loss": 0.2309, "step": 26000 }, { "epoch": 2.41, "learning_rate": 1.963959576281505e-05, "loss": 0.2416, "step": 26500 }, { "epoch": 2.46, "learning_rate": 1.8117618409838064e-05, "loss": 0.2287, "step": 27000 }, { "epoch": 2.5, "learning_rate": 1.6595641056861074e-05, "loss": 0.2385, "step": 27500 }, { "epoch": 2.55, "learning_rate": 1.5073663703884086e-05, "loss": 0.2336, "step": 28000 }, { "epoch": 2.59, "learning_rate": 1.35516863509071e-05, "loss": 0.2252, "step": 28500 }, { "epoch": 2.64, "learning_rate": 1.2029708997930111e-05, "loss": 0.2329, "step": 29000 }, { "epoch": 2.69, "learning_rate": 1.0507731644953125e-05, "loss": 0.2214, "step": 29500 }, { "epoch": 2.73, "learning_rate": 8.985754291976135e-06, "loss": 0.2335, "step": 30000 }, { "epoch": 2.78, "learning_rate": 7.463776938999148e-06, "loss": 0.219, "step": 30500 }, { "epoch": 2.82, "learning_rate": 5.94179958602216e-06, "loss": 0.2252, "step": 31000 }, { "epoch": 2.87, "learning_rate": 4.419822233045172e-06, "loss": 0.2381, "step": 31500 }, { "epoch": 2.91, "learning_rate": 2.8978448800681847e-06, "loss": 0.2359, "step": 32000 }, { "epoch": 2.96, "learning_rate": 1.375867527091197e-06, "loss": 0.229, "step": 32500 }, { "epoch": 3.0, "eval_accuracy": 0.7424, "eval_loss": 0.44141659140586853, "eval_runtime": 57.0579, "eval_samples_per_second": 85.65, "eval_steps_per_second": 5.363, "step": 32952 }, { "epoch": 3.0, "step": 32952, "total_flos": 1.6052008203583488e+17, "train_loss": 0.35377963603946533, "train_runtime": 9210.1652, "train_samples_per_second": 28.62, "train_steps_per_second": 3.578 } ], "max_steps": 32952, "num_train_epochs": 3, "total_flos": 1.6052008203583488e+17, "trial_name": null, "trial_params": null }