{ "best_metric": null, "best_model_checkpoint": null, "epoch": 3.0, "eval_steps": 1000, "global_step": 11346, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.13220518244315177, "grad_norm": 0.8546377420425415, "learning_rate": 8.816009873931059e-05, "loss": 5.1118, "step": 500 }, { "epoch": 0.26441036488630354, "grad_norm": 0.8593683838844299, "learning_rate": 9.59831475011252e-05, "loss": 3.406, "step": 1000 }, { "epoch": 0.26441036488630354, "eval_accuracy": 0.5035308829464115, "eval_loss": 3.23445987701416, "eval_runtime": 128.969, "eval_samples_per_second": 14.267, "eval_steps_per_second": 0.302, "step": 1000 }, { "epoch": 0.3966155473294553, "grad_norm": 0.9617242217063904, "learning_rate": 9.134314230431938e-05, "loss": 3.0005, "step": 1500 }, { "epoch": 0.5288207297726071, "grad_norm": 0.8956136107444763, "learning_rate": 8.670313710751356e-05, "loss": 2.8119, "step": 2000 }, { "epoch": 0.5288207297726071, "eval_accuracy": 0.5364783564495231, "eval_loss": 2.821624517440796, "eval_runtime": 128.8547, "eval_samples_per_second": 14.28, "eval_steps_per_second": 0.303, "step": 2000 }, { "epoch": 0.6610259122157589, "grad_norm": 1.2592207193374634, "learning_rate": 8.206313191070773e-05, "loss": 2.6861, "step": 2500 }, { "epoch": 0.7932310946589106, "grad_norm": 1.3978203535079956, "learning_rate": 7.742312671390191e-05, "loss": 2.6076, "step": 3000 }, { "epoch": 0.7932310946589106, "eval_accuracy": 0.5501396529385527, "eval_loss": 2.6552908420562744, "eval_runtime": 129.1173, "eval_samples_per_second": 14.251, "eval_steps_per_second": 0.302, "step": 3000 }, { "epoch": 0.9254362771020624, "grad_norm": 1.8927521705627441, "learning_rate": 7.278312151709609e-05, "loss": 2.5643, "step": 3500 }, { "epoch": 1.0576414595452142, "grad_norm": 4.235791206359863, "learning_rate": 6.814311632029027e-05, "loss": 2.4729, "step": 4000 }, { "epoch": 1.0576414595452142, "eval_accuracy": 0.5581473949151462, "eval_loss": 2.5761468410491943, "eval_runtime": 129.3204, "eval_samples_per_second": 14.228, "eval_steps_per_second": 0.302, "step": 4000 }, { "epoch": 1.189846641988366, "grad_norm": 2.753159523010254, "learning_rate": 6.350311112348446e-05, "loss": 2.4531, "step": 4500 }, { "epoch": 1.3220518244315178, "grad_norm": 3.542167901992798, "learning_rate": 5.886310592667864e-05, "loss": 2.4323, "step": 5000 }, { "epoch": 1.3220518244315178, "eval_accuracy": 0.5616867738578195, "eval_loss": 2.536275863647461, "eval_runtime": 129.4842, "eval_samples_per_second": 14.21, "eval_steps_per_second": 0.301, "step": 5000 }, { "epoch": 1.4542570068746694, "grad_norm": 3.678074598312378, "learning_rate": 5.422310072987282e-05, "loss": 2.3981, "step": 5500 }, { "epoch": 1.5864621893178212, "grad_norm": 5.024658679962158, "learning_rate": 4.9583095533066995e-05, "loss": 2.3824, "step": 6000 }, { "epoch": 1.5864621893178212, "eval_accuracy": 0.5660391134427901, "eval_loss": 2.491274118423462, "eval_runtime": 129.1418, "eval_samples_per_second": 14.248, "eval_steps_per_second": 0.302, "step": 6000 }, { "epoch": 1.718667371760973, "grad_norm": 5.106564521789551, "learning_rate": 4.4943090336261176e-05, "loss": 2.3763, "step": 6500 }, { "epoch": 1.8508725542041247, "grad_norm": 11.649778366088867, "learning_rate": 4.030308513945535e-05, "loss": 2.3719, "step": 7000 }, { "epoch": 1.8508725542041247, "eval_accuracy": 0.5685828678235382, "eval_loss": 2.466362237930298, "eval_runtime": 128.8316, "eval_samples_per_second": 14.282, "eval_steps_per_second": 0.303, "step": 7000 }, { "epoch": 1.9830777366472767, "grad_norm": 5.842829704284668, "learning_rate": 3.566307994264953e-05, "loss": 2.3411, "step": 7500 }, { "epoch": 2.1152829190904283, "grad_norm": 14.795243263244629, "learning_rate": 3.1023074745843715e-05, "loss": 2.3021, "step": 8000 }, { "epoch": 2.1152829190904283, "eval_accuracy": 0.5715702725090801, "eval_loss": 2.4403789043426514, "eval_runtime": 128.3806, "eval_samples_per_second": 14.332, "eval_steps_per_second": 0.304, "step": 8000 }, { "epoch": 2.24748810153358, "grad_norm": 6.084632873535156, "learning_rate": 2.6383069549037897e-05, "loss": 2.2897, "step": 8500 }, { "epoch": 2.379693283976732, "grad_norm": 17.67453956604004, "learning_rate": 2.1743064352232075e-05, "loss": 2.2848, "step": 9000 }, { "epoch": 2.379693283976732, "eval_accuracy": 0.5754845372868036, "eval_loss": 2.407994508743286, "eval_runtime": 128.557, "eval_samples_per_second": 14.313, "eval_steps_per_second": 0.303, "step": 9000 }, { "epoch": 2.5118984664198836, "grad_norm": 6.01920223236084, "learning_rate": 1.7103059155426253e-05, "loss": 2.2611, "step": 9500 }, { "epoch": 2.6441036488630356, "grad_norm": 7.932415008544922, "learning_rate": 1.2463053958620433e-05, "loss": 2.2653, "step": 10000 }, { "epoch": 2.6441036488630356, "eval_accuracy": 0.5784841549669718, "eval_loss": 2.3834304809570312, "eval_runtime": 128.7742, "eval_samples_per_second": 14.289, "eval_steps_per_second": 0.303, "step": 10000 }, { "epoch": 2.776308831306187, "grad_norm": 9.934358596801758, "learning_rate": 7.823048761814613e-06, "loss": 2.2542, "step": 10500 }, { "epoch": 2.908514013749339, "grad_norm": 8.533864974975586, "learning_rate": 3.183043565008793e-06, "loss": 2.2447, "step": 11000 }, { "epoch": 2.908514013749339, "eval_accuracy": 0.5811017183152439, "eval_loss": 2.3603451251983643, "eval_runtime": 129.0604, "eval_samples_per_second": 14.257, "eval_steps_per_second": 0.302, "step": 11000 }, { "epoch": 3.0, "step": 11346, "total_flos": 1.4536404559724544e+17, "train_loss": 2.5941595100713495, "train_runtime": 20556.3593, "train_samples_per_second": 13.243, "train_steps_per_second": 0.552 } ], "logging_steps": 500, "max_steps": 11346, "num_input_tokens_seen": 0, "num_train_epochs": 3, "save_steps": 1000, "stateful_callbacks": { "TrainerControl": { "args": { "should_epoch_stop": false, "should_evaluate": false, "should_log": false, "should_save": true, "should_training_stop": false }, "attributes": {} } }, "total_flos": 1.4536404559724544e+17, "train_batch_size": 24, "trial_name": null, "trial_params": null }