{ "best_metric": null, "best_model_checkpoint": null, "epoch": 2.6, "eval_steps": 13, "global_step": 143, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.01818181818181818, "eval_loss": 0.7239479422569275, "eval_runtime": 9.6694, "eval_samples_per_second": 9.618, "eval_steps_per_second": 1.241, "step": 1 }, { "epoch": 0.05454545454545454, "grad_norm": 1.006616234779358, "learning_rate": 3e-05, "loss": 0.7497, "step": 3 }, { "epoch": 0.10909090909090909, "grad_norm": 0.7354311347007751, "learning_rate": 6e-05, "loss": 0.6608, "step": 6 }, { "epoch": 0.16363636363636364, "grad_norm": 0.5442305207252502, "learning_rate": 9e-05, "loss": 0.5711, "step": 9 }, { "epoch": 0.21818181818181817, "grad_norm": 0.4888646900653839, "learning_rate": 9.994965332706573e-05, "loss": 0.6065, "step": 12 }, { "epoch": 0.23636363636363636, "eval_loss": 0.5811941027641296, "eval_runtime": 9.3174, "eval_samples_per_second": 9.981, "eval_steps_per_second": 1.288, "step": 13 }, { "epoch": 0.2727272727272727, "grad_norm": 0.43622222542762756, "learning_rate": 9.968561049466214e-05, "loss": 0.545, "step": 15 }, { "epoch": 0.32727272727272727, "grad_norm": 0.4785720407962799, "learning_rate": 9.919647942993148e-05, "loss": 0.552, "step": 18 }, { "epoch": 0.38181818181818183, "grad_norm": 0.5042471289634705, "learning_rate": 9.848447601883435e-05, "loss": 0.5068, "step": 21 }, { "epoch": 0.43636363636363634, "grad_norm": 0.5013201832771301, "learning_rate": 9.755282581475769e-05, "loss": 0.5388, "step": 24 }, { "epoch": 0.4727272727272727, "eval_loss": 0.4993453621864319, "eval_runtime": 9.3279, "eval_samples_per_second": 9.97, "eval_steps_per_second": 1.286, "step": 26 }, { "epoch": 0.4909090909090909, "grad_norm": 0.45883774757385254, "learning_rate": 9.640574942595196e-05, "loss": 0.4867, "step": 27 }, { "epoch": 0.5454545454545454, "grad_norm": 0.546485185623169, "learning_rate": 9.504844339512095e-05, "loss": 0.4773, "step": 30 }, { "epoch": 0.6, "grad_norm": 0.5516665577888489, "learning_rate": 9.348705665778478e-05, "loss": 0.4846, "step": 33 }, { "epoch": 0.6545454545454545, "grad_norm": 0.5257235765457153, "learning_rate": 9.172866268606513e-05, "loss": 0.4445, "step": 36 }, { "epoch": 0.7090909090909091, "grad_norm": 0.5515545010566711, "learning_rate": 8.978122744408906e-05, "loss": 0.4303, "step": 39 }, { "epoch": 0.7090909090909091, "eval_loss": 0.41172003746032715, "eval_runtime": 9.3482, "eval_samples_per_second": 9.948, "eval_steps_per_second": 1.284, "step": 39 }, { "epoch": 0.7636363636363637, "grad_norm": 0.6002129912376404, "learning_rate": 8.765357330018056e-05, "loss": 0.4047, "step": 42 }, { "epoch": 0.8181818181818182, "grad_norm": 0.6026033163070679, "learning_rate": 8.535533905932738e-05, "loss": 0.3728, "step": 45 }, { "epoch": 0.8727272727272727, "grad_norm": 0.7240566611289978, "learning_rate": 8.289693629698564e-05, "loss": 0.3553, "step": 48 }, { "epoch": 0.9272727272727272, "grad_norm": 0.6206062436103821, "learning_rate": 8.0289502192041e-05, "loss": 0.3555, "step": 51 }, { "epoch": 0.9454545454545454, "eval_loss": 0.33931291103363037, "eval_runtime": 9.3313, "eval_samples_per_second": 9.966, "eval_steps_per_second": 1.286, "step": 52 }, { "epoch": 0.9818181818181818, "grad_norm": 0.6793412566184998, "learning_rate": 7.754484907260513e-05, "loss": 0.3225, "step": 54 }, { "epoch": 1.0363636363636364, "grad_norm": 0.653759777545929, "learning_rate": 7.467541090321735e-05, "loss": 0.2436, "step": 57 }, { "epoch": 1.0909090909090908, "grad_norm": 0.8996871113777161, "learning_rate": 7.169418695587791e-05, "loss": 0.2055, "step": 60 }, { "epoch": 1.1454545454545455, "grad_norm": 0.5913653373718262, "learning_rate": 6.861468292009727e-05, "loss": 0.1856, "step": 63 }, { "epoch": 1.1818181818181819, "eval_loss": 0.2821066677570343, "eval_runtime": 9.338, "eval_samples_per_second": 9.959, "eval_steps_per_second": 1.285, "step": 65 }, { "epoch": 1.2, "grad_norm": 0.6527738571166992, "learning_rate": 6.545084971874738e-05, "loss": 0.179, "step": 66 }, { "epoch": 1.2545454545454544, "grad_norm": 0.7428808808326721, "learning_rate": 6.22170203068947e-05, "loss": 0.174, "step": 69 }, { "epoch": 1.309090909090909, "grad_norm": 0.6538995504379272, "learning_rate": 5.8927844739931834e-05, "loss": 0.16, "step": 72 }, { "epoch": 1.3636363636363638, "grad_norm": 0.6126785278320312, "learning_rate": 5.559822380516539e-05, "loss": 0.1336, "step": 75 }, { "epoch": 1.4181818181818182, "grad_norm": 0.718612551689148, "learning_rate": 5.2243241517525754e-05, "loss": 0.132, "step": 78 }, { "epoch": 1.4181818181818182, "eval_loss": 0.23752006888389587, "eval_runtime": 9.3452, "eval_samples_per_second": 9.952, "eval_steps_per_second": 1.284, "step": 78 }, { "epoch": 1.4727272727272727, "grad_norm": 0.659690260887146, "learning_rate": 4.887809678520976e-05, "loss": 0.1273, "step": 81 }, { "epoch": 1.5272727272727273, "grad_norm": 0.5911349654197693, "learning_rate": 4.551803455482833e-05, "loss": 0.1286, "step": 84 }, { "epoch": 1.5818181818181818, "grad_norm": 0.6244898438453674, "learning_rate": 4.2178276747988446e-05, "loss": 0.1135, "step": 87 }, { "epoch": 1.6363636363636362, "grad_norm": 0.6658645272254944, "learning_rate": 3.887395330218429e-05, "loss": 0.1021, "step": 90 }, { "epoch": 1.6545454545454545, "eval_loss": 0.19473232328891754, "eval_runtime": 9.334, "eval_samples_per_second": 9.964, "eval_steps_per_second": 1.286, "step": 91 }, { "epoch": 1.690909090909091, "grad_norm": 0.5781804323196411, "learning_rate": 3.562003362839914e-05, "loss": 0.1118, "step": 93 }, { "epoch": 1.7454545454545456, "grad_norm": 0.557227373123169, "learning_rate": 3.243125879593286e-05, "loss": 0.0887, "step": 96 }, { "epoch": 1.8, "grad_norm": 0.6238749623298645, "learning_rate": 2.932207475167398e-05, "loss": 0.0828, "step": 99 }, { "epoch": 1.8545454545454545, "grad_norm": 0.6486019492149353, "learning_rate": 2.630656687635007e-05, "loss": 0.1015, "step": 102 }, { "epoch": 1.8909090909090909, "eval_loss": 0.15355004370212555, "eval_runtime": 9.3338, "eval_samples_per_second": 9.964, "eval_steps_per_second": 1.286, "step": 104 }, { "epoch": 1.9090909090909092, "grad_norm": 0.5612895488739014, "learning_rate": 2.3398396174233178e-05, "loss": 0.0825, "step": 105 }, { "epoch": 1.9636363636363636, "grad_norm": 0.5168143510818481, "learning_rate": 2.061073738537635e-05, "loss": 0.0798, "step": 108 }, { "epoch": 2.018181818181818, "grad_norm": 0.3419465124607086, "learning_rate": 1.7956219300748793e-05, "loss": 0.0638, "step": 111 }, { "epoch": 2.0727272727272728, "grad_norm": 0.3355216085910797, "learning_rate": 1.544686755065677e-05, "loss": 0.0374, "step": 114 }, { "epoch": 2.1272727272727274, "grad_norm": 0.513612687587738, "learning_rate": 1.3094050125632972e-05, "loss": 0.0367, "step": 117 }, { "epoch": 2.1272727272727274, "eval_loss": 0.1390739530324936, "eval_runtime": 9.3397, "eval_samples_per_second": 9.958, "eval_steps_per_second": 1.285, "step": 117 }, { "epoch": 2.1818181818181817, "grad_norm": 0.3988870680332184, "learning_rate": 1.090842587659851e-05, "loss": 0.0385, "step": 120 }, { "epoch": 2.2363636363636363, "grad_norm": 0.3185819983482361, "learning_rate": 8.899896227604509e-06, "loss": 0.0351, "step": 123 }, { "epoch": 2.290909090909091, "grad_norm": 0.3625490665435791, "learning_rate": 7.077560319906695e-06, "loss": 0.0318, "step": 126 }, { "epoch": 2.3454545454545457, "grad_norm": 0.31989988684654236, "learning_rate": 5.449673790581611e-06, "loss": 0.0339, "step": 129 }, { "epoch": 2.3636363636363638, "eval_loss": 0.13768097758293152, "eval_runtime": 9.3375, "eval_samples_per_second": 9.96, "eval_steps_per_second": 1.285, "step": 130 }, { "epoch": 2.4, "grad_norm": 0.3828240931034088, "learning_rate": 4.023611372427471e-06, "loss": 0.0376, "step": 132 }, { "epoch": 2.4545454545454546, "grad_norm": 0.315852552652359, "learning_rate": 2.8058334845816213e-06, "loss": 0.0392, "step": 135 }, { "epoch": 2.509090909090909, "grad_norm": 0.43011197447776794, "learning_rate": 1.8018569652073381e-06, "loss": 0.0369, "step": 138 }, { "epoch": 2.5636363636363635, "grad_norm": 0.5211729407310486, "learning_rate": 1.016230078838226e-06, "loss": 0.0382, "step": 141 }, { "epoch": 2.6, "eval_loss": 0.13515090942382812, "eval_runtime": 9.3396, "eval_samples_per_second": 9.958, "eval_steps_per_second": 1.285, "step": 143 } ], "logging_steps": 3, "max_steps": 150, "num_input_tokens_seen": 0, "num_train_epochs": 3, "save_steps": 13, "stateful_callbacks": { "TrainerControl": { "args": { "should_epoch_stop": false, "should_evaluate": false, "should_log": false, "should_save": true, "should_training_stop": false }, "attributes": {} } }, "total_flos": 3.234818805423145e+17, "train_batch_size": 8, "trial_name": null, "trial_params": null }