{ "best_metric": 0.11746824532747269, "best_model_checkpoint": "./sft-qwen25/checkpoint-40", "epoch": 0.49382716049382713, "eval_steps": 10, "global_step": 40, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.012345679012345678, "grad_norm": 107.62647247314453, "learning_rate": 5e-06, "loss": 2.9284, "step": 1 }, { "epoch": 0.024691358024691357, "grad_norm": 101.32521057128906, "learning_rate": 1e-05, "loss": 2.7586, "step": 2 }, { "epoch": 0.037037037037037035, "grad_norm": 74.68183135986328, "learning_rate": 9.99604698613651e-06, "loss": 1.9898, "step": 3 }, { "epoch": 0.04938271604938271, "grad_norm": 60.77379608154297, "learning_rate": 9.98419419507348e-06, "loss": 1.1595, "step": 4 }, { "epoch": 0.06172839506172839, "grad_norm": 27.641386032104492, "learning_rate": 9.964460368509868e-06, "loss": 0.2989, "step": 5 }, { "epoch": 0.07407407407407407, "grad_norm": 7.500521659851074, "learning_rate": 9.936876709681668e-06, "loss": 0.1825, "step": 6 }, { "epoch": 0.08641975308641975, "grad_norm": 17.12440299987793, "learning_rate": 9.901486834023182e-06, "loss": 0.2373, "step": 7 }, { "epoch": 0.09876543209876543, "grad_norm": 9.882857322692871, "learning_rate": 9.85834670020205e-06, "loss": 0.1815, "step": 8 }, { "epoch": 0.1111111111111111, "grad_norm": 6.776613235473633, "learning_rate": 9.807524521637103e-06, "loss": 0.1521, "step": 9 }, { "epoch": 0.12345679012345678, "grad_norm": 2.03835391998291, "learning_rate": 9.749100658638914e-06, "loss": 0.1381, "step": 10 }, { "epoch": 0.12345679012345678, "eval_loss": 0.13423670828342438, "eval_runtime": 13.0005, "eval_samples_per_second": 78.305, "eval_steps_per_second": 19.615, "step": 10 }, { "epoch": 0.13580246913580246, "grad_norm": 5.280986309051514, "learning_rate": 9.68316749134364e-06, "loss": 0.1284, "step": 11 }, { "epoch": 0.14814814814814814, "grad_norm": 3.772414445877075, "learning_rate": 9.609829273641034e-06, "loss": 0.1387, "step": 12 }, { "epoch": 0.16049382716049382, "grad_norm": 5.155209541320801, "learning_rate": 9.529201968327618e-06, "loss": 0.1207, "step": 13 }, { "epoch": 0.1728395061728395, "grad_norm": 5.389438629150391, "learning_rate": 9.44141306374566e-06, "loss": 0.1437, "step": 14 }, { "epoch": 0.18518518518518517, "grad_norm": 3.371304750442505, "learning_rate": 9.346601372197914e-06, "loss": 0.1422, "step": 15 }, { "epoch": 0.19753086419753085, "grad_norm": 4.07261323928833, "learning_rate": 9.244916810456822e-06, "loss": 0.134, "step": 16 }, { "epoch": 0.20987654320987653, "grad_norm": 2.3795979022979736, "learning_rate": 9.136520162715288e-06, "loss": 0.121, "step": 17 }, { "epoch": 0.2222222222222222, "grad_norm": 2.3384926319122314, "learning_rate": 9.021582826353825e-06, "loss": 0.121, "step": 18 }, { "epoch": 0.2345679012345679, "grad_norm": 4.116921901702881, "learning_rate": 8.900286540926062e-06, "loss": 0.1275, "step": 19 }, { "epoch": 0.24691358024691357, "grad_norm": 3.9383344650268555, "learning_rate": 8.772823100791152e-06, "loss": 0.1495, "step": 20 }, { "epoch": 0.24691358024691357, "eval_loss": 0.12288570404052734, "eval_runtime": 13.029, "eval_samples_per_second": 78.133, "eval_steps_per_second": 19.572, "step": 20 }, { "epoch": 0.25925925925925924, "grad_norm": 2.939857244491577, "learning_rate": 8.639394051847472e-06, "loss": 0.1113, "step": 21 }, { "epoch": 0.2716049382716049, "grad_norm": 4.183154582977295, "learning_rate": 8.500210372847128e-06, "loss": 0.1299, "step": 22 }, { "epoch": 0.2839506172839506, "grad_norm": 2.1485512256622314, "learning_rate": 8.355492141795185e-06, "loss": 0.1256, "step": 23 }, { "epoch": 0.2962962962962963, "grad_norm": 3.5548007488250732, "learning_rate": 8.2054681879611e-06, "loss": 0.1219, "step": 24 }, { "epoch": 0.30864197530864196, "grad_norm": 2.197593927383423, "learning_rate": 8.050375730052622e-06, "loss": 0.0967, "step": 25 }, { "epoch": 0.32098765432098764, "grad_norm": 4.257010459899902, "learning_rate": 7.890460001124242e-06, "loss": 0.1451, "step": 26 }, { "epoch": 0.3333333333333333, "grad_norm": 2.651317834854126, "learning_rate": 7.725973860813338e-06, "loss": 0.1102, "step": 27 }, { "epoch": 0.345679012345679, "grad_norm": 3.145437717437744, "learning_rate": 7.5571773955171124e-06, "loss": 0.1251, "step": 28 }, { "epoch": 0.35802469135802467, "grad_norm": 3.316354751586914, "learning_rate": 7.3843375071425315e-06, "loss": 0.1132, "step": 29 }, { "epoch": 0.37037037037037035, "grad_norm": 3.7446980476379395, "learning_rate": 7.2077274910795605e-06, "loss": 0.1215, "step": 30 }, { "epoch": 0.37037037037037035, "eval_loss": 0.12460627406835556, "eval_runtime": 13.0813, "eval_samples_per_second": 77.821, "eval_steps_per_second": 19.493, "step": 30 }, { "epoch": 0.38271604938271603, "grad_norm": 4.762835502624512, "learning_rate": 7.02762660406497e-06, "loss": 0.1338, "step": 31 }, { "epoch": 0.3950617283950617, "grad_norm": 4.5091328620910645, "learning_rate": 6.844319622620039e-06, "loss": 0.1314, "step": 32 }, { "epoch": 0.4074074074074074, "grad_norm": 3.881032705307007, "learning_rate": 6.65809639276034e-06, "loss": 0.13, "step": 33 }, { "epoch": 0.41975308641975306, "grad_norm": 1.9894459247589111, "learning_rate": 6.469251371689606e-06, "loss": 0.1087, "step": 34 }, { "epoch": 0.43209876543209874, "grad_norm": 2.829587459564209, "learning_rate": 6.278083162202374e-06, "loss": 0.1249, "step": 35 }, { "epoch": 0.4444444444444444, "grad_norm": 2.045034885406494, "learning_rate": 6.084894040531591e-06, "loss": 0.116, "step": 36 }, { "epoch": 0.4567901234567901, "grad_norm": 3.9003093242645264, "learning_rate": 5.8899894783877536e-06, "loss": 0.1235, "step": 37 }, { "epoch": 0.4691358024691358, "grad_norm": 3.978607177734375, "learning_rate": 5.693677659945343e-06, "loss": 0.1309, "step": 38 }, { "epoch": 0.48148148148148145, "grad_norm": 1.7156412601470947, "learning_rate": 5.496268994540309e-06, "loss": 0.1113, "step": 39 }, { "epoch": 0.49382716049382713, "grad_norm": 2.837052345275879, "learning_rate": 5.2980756258491e-06, "loss": 0.1354, "step": 40 }, { "epoch": 0.49382716049382713, "eval_loss": 0.11746824532747269, "eval_runtime": 13.1912, "eval_samples_per_second": 77.172, "eval_steps_per_second": 19.331, "step": 40 } ], "logging_steps": 1, "max_steps": 81, "num_input_tokens_seen": 0, "num_train_epochs": 1, "save_steps": 40, "stateful_callbacks": { "EarlyStoppingCallback": { "args": { "early_stopping_patience": 3, "early_stopping_threshold": 0.0 }, "attributes": { "early_stopping_patience_counter": 0 } }, "TrainerControl": { "args": { "should_epoch_stop": false, "should_evaluate": false, "should_log": false, "should_save": true, "should_training_stop": false }, "attributes": {} } }, "total_flos": 5.560561014145024e+16, "train_batch_size": 1, "trial_name": null, "trial_params": null }