{ "best_metric": null, "best_model_checkpoint": null, "epoch": 1.0, "eval_steps": 30, "global_step": 450, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.022222222222222223, "grad_norm": 0.46052348613739014, "learning_rate": 9.987820251299122e-05, "loss": 0.3017, "step": 10 }, { "epoch": 0.044444444444444446, "grad_norm": 0.0518617108464241, "learning_rate": 9.951340343707852e-05, "loss": 0.0063, "step": 20 }, { "epoch": 0.06666666666666667, "grad_norm": 0.02703821286559105, "learning_rate": 9.890738003669029e-05, "loss": 0.0041, "step": 30 }, { "epoch": 0.06666666666666667, "eval_loss": 0.004034009762108326, "eval_runtime": 104.0521, "eval_samples_per_second": 9.611, "eval_steps_per_second": 0.481, "step": 30 }, { "epoch": 0.08888888888888889, "grad_norm": 0.011427383869886398, "learning_rate": 9.806308479691595e-05, "loss": 0.004, "step": 40 }, { "epoch": 0.1111111111111111, "grad_norm": 0.022027652710676193, "learning_rate": 9.698463103929542e-05, "loss": 0.004, "step": 50 }, { "epoch": 0.13333333333333333, "grad_norm": 0.001629775040782988, "learning_rate": 9.567727288213005e-05, "loss": 0.0039, "step": 60 }, { "epoch": 0.13333333333333333, "eval_loss": 0.0039054970256984234, "eval_runtime": 104.0544, "eval_samples_per_second": 9.61, "eval_steps_per_second": 0.481, "step": 60 }, { "epoch": 0.15555555555555556, "grad_norm": 0.04784173518419266, "learning_rate": 9.414737964294636e-05, "loss": 0.0039, "step": 70 }, { "epoch": 0.17777777777777778, "grad_norm": 0.020441358909010887, "learning_rate": 9.24024048078213e-05, "loss": 0.0039, "step": 80 }, { "epoch": 0.2, "grad_norm": 0.0022530381102114916, "learning_rate": 9.045084971874738e-05, "loss": 0.0039, "step": 90 }, { "epoch": 0.2, "eval_loss": 0.0038894277531653643, "eval_runtime": 169.6744, "eval_samples_per_second": 5.894, "eval_steps_per_second": 0.295, "step": 90 }, { "epoch": 0.2222222222222222, "grad_norm": 0.006415847223252058, "learning_rate": 8.83022221559489e-05, "loss": 0.0039, "step": 100 }, { "epoch": 0.24444444444444444, "grad_norm": 0.0103780971840024, "learning_rate": 8.596699001693255e-05, "loss": 0.0039, "step": 110 }, { "epoch": 0.26666666666666666, "grad_norm": 0.016158604994416237, "learning_rate": 8.345653031794292e-05, "loss": 0.0039, "step": 120 }, { "epoch": 0.26666666666666666, "eval_loss": 0.00390805397182703, "eval_runtime": 104.1821, "eval_samples_per_second": 9.599, "eval_steps_per_second": 0.48, "step": 120 }, { "epoch": 0.28888888888888886, "grad_norm": 0.004166940692812204, "learning_rate": 8.07830737662829e-05, "loss": 0.0039, "step": 130 }, { "epoch": 0.3111111111111111, "grad_norm": 0.0024945680052042007, "learning_rate": 7.795964517353735e-05, "loss": 0.0039, "step": 140 }, { "epoch": 0.3333333333333333, "grad_norm": 0.024202220141887665, "learning_rate": 7.500000000000001e-05, "loss": 0.0038, "step": 150 }, { "epoch": 0.3333333333333333, "eval_loss": 0.00407786201685667, "eval_runtime": 104.0841, "eval_samples_per_second": 9.608, "eval_steps_per_second": 0.48, "step": 150 }, { "epoch": 0.35555555555555557, "grad_norm": 0.005438762251287699, "learning_rate": 7.191855733945387e-05, "loss": 0.0039, "step": 160 }, { "epoch": 0.37777777777777777, "grad_norm": 0.008657037280499935, "learning_rate": 6.873032967079561e-05, "loss": 0.0039, "step": 170 }, { "epoch": 0.4, "grad_norm": 0.014475060626864433, "learning_rate": 6.545084971874738e-05, "loss": 0.0038, "step": 180 }, { "epoch": 0.4, "eval_loss": 0.0037861280143260956, "eval_runtime": 104.145, "eval_samples_per_second": 9.602, "eval_steps_per_second": 0.48, "step": 180 }, { "epoch": 0.4222222222222222, "grad_norm": 0.013048152439296246, "learning_rate": 6.209609477998338e-05, "loss": 0.0037, "step": 190 }, { "epoch": 0.4444444444444444, "grad_norm": 0.04640911519527435, "learning_rate": 5.868240888334653e-05, "loss": 0.0034, "step": 200 }, { "epoch": 0.4666666666666667, "grad_norm": 0.019521236419677734, "learning_rate": 5.522642316338268e-05, "loss": 0.003, "step": 210 }, { "epoch": 0.4666666666666667, "eval_loss": 0.002776140347123146, "eval_runtime": 104.0124, "eval_samples_per_second": 9.614, "eval_steps_per_second": 0.481, "step": 210 }, { "epoch": 0.4888888888888889, "grad_norm": 0.03593623265624046, "learning_rate": 5.174497483512506e-05, "loss": 0.0031, "step": 220 }, { "epoch": 0.5111111111111111, "grad_norm": 0.06989370286464691, "learning_rate": 4.825502516487497e-05, "loss": 0.0028, "step": 230 }, { "epoch": 0.5333333333333333, "grad_norm": 0.022669225931167603, "learning_rate": 4.477357683661734e-05, "loss": 0.0029, "step": 240 }, { "epoch": 0.5333333333333333, "eval_loss": 0.0026384310331195593, "eval_runtime": 104.0301, "eval_samples_per_second": 9.613, "eval_steps_per_second": 0.481, "step": 240 }, { "epoch": 0.5555555555555556, "grad_norm": 0.030363447964191437, "learning_rate": 4.131759111665349e-05, "loss": 0.0028, "step": 250 }, { "epoch": 0.5777777777777777, "grad_norm": 0.0183635912835598, "learning_rate": 3.790390522001662e-05, "loss": 0.0027, "step": 260 }, { "epoch": 0.6, "grad_norm": 0.04144422709941864, "learning_rate": 3.4549150281252636e-05, "loss": 0.0027, "step": 270 }, { "epoch": 0.6, "eval_loss": 0.0025762419681996107, "eval_runtime": 104.0363, "eval_samples_per_second": 9.612, "eval_steps_per_second": 0.481, "step": 270 }, { "epoch": 0.6222222222222222, "grad_norm": 0.030761701986193657, "learning_rate": 3.12696703292044e-05, "loss": 0.0027, "step": 280 }, { "epoch": 0.6444444444444445, "grad_norm": 0.017133990302681923, "learning_rate": 2.8081442660546125e-05, "loss": 0.0024, "step": 290 }, { "epoch": 0.6666666666666666, "grad_norm": 0.03892870247364044, "learning_rate": 2.500000000000001e-05, "loss": 0.0027, "step": 300 }, { "epoch": 0.6666666666666666, "eval_loss": 0.002488846192136407, "eval_runtime": 104.0584, "eval_samples_per_second": 9.61, "eval_steps_per_second": 0.48, "step": 300 }, { "epoch": 0.6888888888888889, "grad_norm": 0.04978968948125839, "learning_rate": 2.2040354826462668e-05, "loss": 0.0024, "step": 310 }, { "epoch": 0.7111111111111111, "grad_norm": 0.059906598180532455, "learning_rate": 1.9216926233717085e-05, "loss": 0.0029, "step": 320 }, { "epoch": 0.7333333333333333, "grad_norm": 0.015218794345855713, "learning_rate": 1.6543469682057106e-05, "loss": 0.0027, "step": 330 }, { "epoch": 0.7333333333333333, "eval_loss": 0.002476006979122758, "eval_runtime": 103.9799, "eval_samples_per_second": 9.617, "eval_steps_per_second": 0.481, "step": 330 }, { "epoch": 0.7555555555555555, "grad_norm": 0.019350852817296982, "learning_rate": 1.4033009983067452e-05, "loss": 0.0025, "step": 340 }, { "epoch": 0.7777777777777778, "grad_norm": 0.013380717486143112, "learning_rate": 1.1697777844051105e-05, "loss": 0.0028, "step": 350 }, { "epoch": 0.8, "grad_norm": 0.02001432701945305, "learning_rate": 9.549150281252633e-06, "loss": 0.0026, "step": 360 }, { "epoch": 0.8, "eval_loss": 0.0024831434711813927, "eval_runtime": 103.9994, "eval_samples_per_second": 9.615, "eval_steps_per_second": 0.481, "step": 360 }, { "epoch": 0.8222222222222222, "grad_norm": 0.015223371796309948, "learning_rate": 7.597595192178702e-06, "loss": 0.0028, "step": 370 }, { "epoch": 0.8444444444444444, "grad_norm": 0.025087540969252586, "learning_rate": 5.852620357053651e-06, "loss": 0.0023, "step": 380 }, { "epoch": 0.8666666666666667, "grad_norm": 0.02467016503214836, "learning_rate": 4.322727117869951e-06, "loss": 0.0026, "step": 390 }, { "epoch": 0.8666666666666667, "eval_loss": 0.0023999777622520924, "eval_runtime": 104.097, "eval_samples_per_second": 9.606, "eval_steps_per_second": 0.48, "step": 390 }, { "epoch": 0.8888888888888888, "grad_norm": 0.043387334793806076, "learning_rate": 3.0153689607045845e-06, "loss": 0.0025, "step": 400 }, { "epoch": 0.9111111111111111, "grad_norm": 0.07373631745576859, "learning_rate": 1.9369152030840556e-06, "loss": 0.0028, "step": 410 }, { "epoch": 0.9333333333333333, "grad_norm": 0.05141167715191841, "learning_rate": 1.0926199633097157e-06, "loss": 0.0024, "step": 420 }, { "epoch": 0.9333333333333333, "eval_loss": 0.002397245028987527, "eval_runtime": 104.0308, "eval_samples_per_second": 9.613, "eval_steps_per_second": 0.481, "step": 420 }, { "epoch": 0.9555555555555556, "grad_norm": 0.03251807764172554, "learning_rate": 4.865965629214819e-07, "loss": 0.0024, "step": 430 }, { "epoch": 0.9777777777777777, "grad_norm": 0.028111129999160767, "learning_rate": 1.2179748700879012e-07, "loss": 0.0023, "step": 440 }, { "epoch": 1.0, "grad_norm": 0.022347470745444298, "learning_rate": 0.0, "loss": 0.0025, "step": 450 }, { "epoch": 1.0, "eval_loss": 0.0023939567618072033, "eval_runtime": 103.9872, "eval_samples_per_second": 9.617, "eval_steps_per_second": 0.481, "step": 450 } ], "logging_steps": 10, "max_steps": 450, "num_input_tokens_seen": 0, "num_train_epochs": 1, "save_steps": 500, "stateful_callbacks": { "TrainerControl": { "args": { "should_epoch_stop": false, "should_evaluate": false, "should_log": false, "should_save": true, "should_training_stop": true }, "attributes": {} } }, "total_flos": 7.36157876644479e+17, "train_batch_size": 10, "trial_name": null, "trial_params": null }