{ "best_metric": 0.7659574468085106, "best_model_checkpoint": "distilhubert-finetuned-not-a-word2/run-2/checkpoint-112", "epoch": 10.0, "eval_steps": 500, "global_step": 160, "is_hyper_param_search": true, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.31, "grad_norm": 0.8302626013755798, "learning_rate": 9.517539799539297e-06, "loss": 0.6966, "step": 5 }, { "epoch": 0.62, "grad_norm": 0.6829280257225037, "learning_rate": 1.9035079599078593e-05, "loss": 0.6813, "step": 10 }, { "epoch": 0.94, "grad_norm": 0.5496665835380554, "learning_rate": 2.8552619398617893e-05, "loss": 0.6451, "step": 15 }, { "epoch": 1.0, "eval_f1": 0.7326732673267327, "eval_loss": 0.6860618591308594, "eval_runtime": 1.3401, "eval_samples_per_second": 47.759, "eval_steps_per_second": 5.97, "step": 16 }, { "epoch": 1.25, "grad_norm": 1.3569624423980713, "learning_rate": 2.9610123820788925e-05, "loss": 0.6113, "step": 20 }, { "epoch": 1.56, "grad_norm": 0.3838456869125366, "learning_rate": 2.8552619398617893e-05, "loss": 0.5997, "step": 25 }, { "epoch": 1.88, "grad_norm": 0.46842828392982483, "learning_rate": 2.7495114976446858e-05, "loss": 0.6133, "step": 30 }, { "epoch": 2.0, "eval_f1": 0.7326732673267327, "eval_loss": 0.719573974609375, "eval_runtime": 1.3426, "eval_samples_per_second": 47.668, "eval_steps_per_second": 5.958, "step": 32 }, { "epoch": 2.19, "grad_norm": 0.7610273957252502, "learning_rate": 2.6437610554275826e-05, "loss": 0.5971, "step": 35 }, { "epoch": 2.5, "grad_norm": 0.5527757406234741, "learning_rate": 2.5380106132104794e-05, "loss": 0.6373, "step": 40 }, { "epoch": 2.81, "grad_norm": 0.9699375033378601, "learning_rate": 2.4322601709933762e-05, "loss": 0.5701, "step": 45 }, { "epoch": 3.0, "eval_f1": 0.7326732673267327, "eval_loss": 0.6987495422363281, "eval_runtime": 1.344, "eval_samples_per_second": 47.619, "eval_steps_per_second": 5.952, "step": 48 }, { "epoch": 3.12, "grad_norm": 0.5822675824165344, "learning_rate": 2.3265097287762727e-05, "loss": 0.5492, "step": 50 }, { "epoch": 3.44, "grad_norm": 0.9859365224838257, "learning_rate": 2.2207592865591692e-05, "loss": 0.5552, "step": 55 }, { "epoch": 3.75, "grad_norm": 0.7946156859397888, "learning_rate": 2.115008844342066e-05, "loss": 0.5459, "step": 60 }, { "epoch": 4.0, "eval_f1": 0.7326732673267327, "eval_loss": 0.6806888580322266, "eval_runtime": 1.3463, "eval_samples_per_second": 47.538, "eval_steps_per_second": 5.942, "step": 64 }, { "epoch": 4.06, "grad_norm": 1.2706314325332642, "learning_rate": 2.009258402124963e-05, "loss": 0.5792, "step": 65 }, { "epoch": 4.38, "grad_norm": 1.456335186958313, "learning_rate": 1.9035079599078593e-05, "loss": 0.4967, "step": 70 }, { "epoch": 4.69, "grad_norm": 1.6856915950775146, "learning_rate": 1.797757517690756e-05, "loss": 0.4966, "step": 75 }, { "epoch": 5.0, "grad_norm": 4.080612659454346, "learning_rate": 1.692007075473653e-05, "loss": 0.4589, "step": 80 }, { "epoch": 5.0, "eval_f1": 0.7474747474747475, "eval_loss": 0.6495094299316406, "eval_runtime": 1.348, "eval_samples_per_second": 47.477, "eval_steps_per_second": 5.935, "step": 80 }, { "epoch": 5.31, "grad_norm": 2.8024661540985107, "learning_rate": 1.5862566332565498e-05, "loss": 0.4312, "step": 85 }, { "epoch": 5.62, "grad_norm": 3.024564027786255, "learning_rate": 1.4805061910394462e-05, "loss": 0.4318, "step": 90 }, { "epoch": 5.94, "grad_norm": 3.236055374145508, "learning_rate": 1.3747557488223429e-05, "loss": 0.3968, "step": 95 }, { "epoch": 6.0, "eval_f1": 0.7391304347826088, "eval_loss": 0.6395978927612305, "eval_runtime": 1.3605, "eval_samples_per_second": 47.043, "eval_steps_per_second": 5.88, "step": 96 }, { "epoch": 6.25, "grad_norm": 2.6648523807525635, "learning_rate": 1.2690053066052397e-05, "loss": 0.3623, "step": 100 }, { "epoch": 6.56, "grad_norm": 2.6884357929229736, "learning_rate": 1.1632548643881364e-05, "loss": 0.4061, "step": 105 }, { "epoch": 6.88, "grad_norm": 3.5860610008239746, "learning_rate": 1.057504422171033e-05, "loss": 0.3356, "step": 110 }, { "epoch": 7.0, "eval_f1": 0.7659574468085106, "eval_loss": 0.7118406295776367, "eval_runtime": 1.3559, "eval_samples_per_second": 47.202, "eval_steps_per_second": 5.9, "step": 112 }, { "epoch": 7.19, "grad_norm": 3.730743169784546, "learning_rate": 9.517539799539297e-06, "loss": 0.298, "step": 115 }, { "epoch": 7.5, "grad_norm": 5.971029281616211, "learning_rate": 8.460035377368265e-06, "loss": 0.3183, "step": 120 }, { "epoch": 7.81, "grad_norm": 3.3043053150177, "learning_rate": 7.402530955197231e-06, "loss": 0.2788, "step": 125 }, { "epoch": 8.0, "eval_f1": 0.7272727272727273, "eval_loss": 0.6860837936401367, "eval_runtime": 1.3424, "eval_samples_per_second": 47.676, "eval_steps_per_second": 5.96, "step": 128 }, { "epoch": 8.12, "grad_norm": 3.310666084289551, "learning_rate": 6.556527417460405e-06, "loss": 0.3052, "step": 130 }, { "epoch": 8.44, "grad_norm": 3.9955413341522217, "learning_rate": 5.499022995289372e-06, "loss": 0.2833, "step": 135 }, { "epoch": 8.75, "grad_norm": 2.4762678146362305, "learning_rate": 4.441518573118339e-06, "loss": 0.2387, "step": 140 }, { "epoch": 9.0, "eval_f1": 0.7333333333333333, "eval_loss": 0.7196941375732422, "eval_runtime": 1.3575, "eval_samples_per_second": 47.147, "eval_steps_per_second": 5.893, "step": 144 }, { "epoch": 9.06, "grad_norm": 5.2802581787109375, "learning_rate": 3.3840141509473056e-06, "loss": 0.3212, "step": 145 }, { "epoch": 9.38, "grad_norm": 4.355774402618408, "learning_rate": 2.326509728776273e-06, "loss": 0.2311, "step": 150 }, { "epoch": 9.69, "grad_norm": 3.7583141326904297, "learning_rate": 1.2690053066052396e-06, "loss": 0.2676, "step": 155 }, { "epoch": 10.0, "grad_norm": 3.6632018089294434, "learning_rate": 2.115008844342066e-07, "loss": 0.254, "step": 160 }, { "epoch": 10.0, "eval_f1": 0.7472527472527473, "eval_loss": 0.7351865768432617, "eval_runtime": 1.353, "eval_samples_per_second": 47.304, "eval_steps_per_second": 5.913, "step": 160 } ], "logging_steps": 5, "max_steps": 160, "num_input_tokens_seen": 0, "num_train_epochs": 10, "save_steps": 500, "total_flos": 8990959054911696.0, "train_batch_size": 12, "trial_name": null, "trial_params": { "learning_rate": 3.045612735852575e-05, "per_device_train_batch_size": 12 } }