| { | |
| "best_metric": 2.2726948261260986, | |
| "best_model_checkpoint": "miner_id_24/checkpoint-50", | |
| "epoch": 0.06901311249137336, | |
| "eval_steps": 50, | |
| "global_step": 50, | |
| "is_hyper_param_search": false, | |
| "is_local_process_zero": true, | |
| "is_world_process_zero": true, | |
| "log_history": [ | |
| { | |
| "epoch": 0.0013802622498274672, | |
| "grad_norm": 1.3106821775436401, | |
| "learning_rate": 1.004e-05, | |
| "loss": 3.6649, | |
| "step": 1 | |
| }, | |
| { | |
| "epoch": 0.0013802622498274672, | |
| "eval_loss": 3.9833779335021973, | |
| "eval_runtime": 7.1368, | |
| "eval_samples_per_second": 42.736, | |
| "eval_steps_per_second": 10.789, | |
| "step": 1 | |
| }, | |
| { | |
| "epoch": 0.0027605244996549345, | |
| "grad_norm": 1.2568550109863281, | |
| "learning_rate": 2.008e-05, | |
| "loss": 3.4178, | |
| "step": 2 | |
| }, | |
| { | |
| "epoch": 0.004140786749482402, | |
| "grad_norm": 1.7689608335494995, | |
| "learning_rate": 3.012e-05, | |
| "loss": 4.1951, | |
| "step": 3 | |
| }, | |
| { | |
| "epoch": 0.005521048999309869, | |
| "grad_norm": 1.5144968032836914, | |
| "learning_rate": 4.016e-05, | |
| "loss": 3.4457, | |
| "step": 4 | |
| }, | |
| { | |
| "epoch": 0.006901311249137336, | |
| "grad_norm": 1.4309552907943726, | |
| "learning_rate": 5.02e-05, | |
| "loss": 3.1559, | |
| "step": 5 | |
| }, | |
| { | |
| "epoch": 0.008281573498964804, | |
| "grad_norm": 1.4668313264846802, | |
| "learning_rate": 6.024e-05, | |
| "loss": 3.1952, | |
| "step": 6 | |
| }, | |
| { | |
| "epoch": 0.00966183574879227, | |
| "grad_norm": 1.4052668809890747, | |
| "learning_rate": 7.028e-05, | |
| "loss": 3.7713, | |
| "step": 7 | |
| }, | |
| { | |
| "epoch": 0.011042097998619738, | |
| "grad_norm": 1.7720158100128174, | |
| "learning_rate": 8.032e-05, | |
| "loss": 3.3666, | |
| "step": 8 | |
| }, | |
| { | |
| "epoch": 0.012422360248447204, | |
| "grad_norm": 1.3920046091079712, | |
| "learning_rate": 9.036000000000001e-05, | |
| "loss": 3.0858, | |
| "step": 9 | |
| }, | |
| { | |
| "epoch": 0.013802622498274672, | |
| "grad_norm": 1.6270596981048584, | |
| "learning_rate": 0.0001004, | |
| "loss": 3.4722, | |
| "step": 10 | |
| }, | |
| { | |
| "epoch": 0.01518288474810214, | |
| "grad_norm": 1.4511244297027588, | |
| "learning_rate": 9.987157894736842e-05, | |
| "loss": 3.1096, | |
| "step": 11 | |
| }, | |
| { | |
| "epoch": 0.016563146997929608, | |
| "grad_norm": 1.6646735668182373, | |
| "learning_rate": 9.934315789473684e-05, | |
| "loss": 3.1367, | |
| "step": 12 | |
| }, | |
| { | |
| "epoch": 0.017943409247757072, | |
| "grad_norm": 1.7026424407958984, | |
| "learning_rate": 9.881473684210525e-05, | |
| "loss": 3.3196, | |
| "step": 13 | |
| }, | |
| { | |
| "epoch": 0.01932367149758454, | |
| "grad_norm": 1.546176791191101, | |
| "learning_rate": 9.828631578947369e-05, | |
| "loss": 2.9841, | |
| "step": 14 | |
| }, | |
| { | |
| "epoch": 0.020703933747412008, | |
| "grad_norm": 1.343595027923584, | |
| "learning_rate": 9.77578947368421e-05, | |
| "loss": 3.0285, | |
| "step": 15 | |
| }, | |
| { | |
| "epoch": 0.022084195997239476, | |
| "grad_norm": 1.4044378995895386, | |
| "learning_rate": 9.722947368421052e-05, | |
| "loss": 2.7441, | |
| "step": 16 | |
| }, | |
| { | |
| "epoch": 0.023464458247066944, | |
| "grad_norm": 1.4049690961837769, | |
| "learning_rate": 9.670105263157895e-05, | |
| "loss": 3.085, | |
| "step": 17 | |
| }, | |
| { | |
| "epoch": 0.024844720496894408, | |
| "grad_norm": 1.8391739130020142, | |
| "learning_rate": 9.617263157894737e-05, | |
| "loss": 2.3826, | |
| "step": 18 | |
| }, | |
| { | |
| "epoch": 0.026224982746721876, | |
| "grad_norm": 1.7621740102767944, | |
| "learning_rate": 9.564421052631579e-05, | |
| "loss": 3.0509, | |
| "step": 19 | |
| }, | |
| { | |
| "epoch": 0.027605244996549344, | |
| "grad_norm": 1.8850064277648926, | |
| "learning_rate": 9.511578947368421e-05, | |
| "loss": 2.6851, | |
| "step": 20 | |
| }, | |
| { | |
| "epoch": 0.028985507246376812, | |
| "grad_norm": 2.0599141120910645, | |
| "learning_rate": 9.458736842105264e-05, | |
| "loss": 2.9651, | |
| "step": 21 | |
| }, | |
| { | |
| "epoch": 0.03036576949620428, | |
| "grad_norm": 1.4605776071548462, | |
| "learning_rate": 9.405894736842106e-05, | |
| "loss": 3.0117, | |
| "step": 22 | |
| }, | |
| { | |
| "epoch": 0.031746031746031744, | |
| "grad_norm": 1.492771863937378, | |
| "learning_rate": 9.353052631578947e-05, | |
| "loss": 2.2637, | |
| "step": 23 | |
| }, | |
| { | |
| "epoch": 0.033126293995859216, | |
| "grad_norm": 1.553098201751709, | |
| "learning_rate": 9.300210526315789e-05, | |
| "loss": 2.8497, | |
| "step": 24 | |
| }, | |
| { | |
| "epoch": 0.03450655624568668, | |
| "grad_norm": 1.5250822305679321, | |
| "learning_rate": 9.247368421052631e-05, | |
| "loss": 2.5029, | |
| "step": 25 | |
| }, | |
| { | |
| "epoch": 0.035886818495514144, | |
| "grad_norm": 1.6337836980819702, | |
| "learning_rate": 9.194526315789473e-05, | |
| "loss": 2.6613, | |
| "step": 26 | |
| }, | |
| { | |
| "epoch": 0.037267080745341616, | |
| "grad_norm": 1.2553786039352417, | |
| "learning_rate": 9.141684210526316e-05, | |
| "loss": 2.7623, | |
| "step": 27 | |
| }, | |
| { | |
| "epoch": 0.03864734299516908, | |
| "grad_norm": 1.3037574291229248, | |
| "learning_rate": 9.088842105263158e-05, | |
| "loss": 2.6177, | |
| "step": 28 | |
| }, | |
| { | |
| "epoch": 0.04002760524499655, | |
| "grad_norm": 1.4453455209732056, | |
| "learning_rate": 9.036000000000001e-05, | |
| "loss": 2.7302, | |
| "step": 29 | |
| }, | |
| { | |
| "epoch": 0.041407867494824016, | |
| "grad_norm": 1.390273928642273, | |
| "learning_rate": 8.983157894736843e-05, | |
| "loss": 2.734, | |
| "step": 30 | |
| }, | |
| { | |
| "epoch": 0.04278812974465148, | |
| "grad_norm": 1.2343300580978394, | |
| "learning_rate": 8.930315789473684e-05, | |
| "loss": 2.6957, | |
| "step": 31 | |
| }, | |
| { | |
| "epoch": 0.04416839199447895, | |
| "grad_norm": 1.5033609867095947, | |
| "learning_rate": 8.877473684210526e-05, | |
| "loss": 2.7113, | |
| "step": 32 | |
| }, | |
| { | |
| "epoch": 0.045548654244306416, | |
| "grad_norm": 1.31312096118927, | |
| "learning_rate": 8.824631578947368e-05, | |
| "loss": 2.2402, | |
| "step": 33 | |
| }, | |
| { | |
| "epoch": 0.04692891649413389, | |
| "grad_norm": 1.6782886981964111, | |
| "learning_rate": 8.771789473684211e-05, | |
| "loss": 3.0312, | |
| "step": 34 | |
| }, | |
| { | |
| "epoch": 0.04830917874396135, | |
| "grad_norm": 1.358025074005127, | |
| "learning_rate": 8.718947368421053e-05, | |
| "loss": 2.9553, | |
| "step": 35 | |
| }, | |
| { | |
| "epoch": 0.049689440993788817, | |
| "grad_norm": 1.3450242280960083, | |
| "learning_rate": 8.666105263157895e-05, | |
| "loss": 2.1944, | |
| "step": 36 | |
| }, | |
| { | |
| "epoch": 0.05106970324361629, | |
| "grad_norm": 1.7064541578292847, | |
| "learning_rate": 8.613263157894737e-05, | |
| "loss": 2.8165, | |
| "step": 37 | |
| }, | |
| { | |
| "epoch": 0.05244996549344375, | |
| "grad_norm": 1.2318989038467407, | |
| "learning_rate": 8.560421052631578e-05, | |
| "loss": 2.3564, | |
| "step": 38 | |
| }, | |
| { | |
| "epoch": 0.053830227743271224, | |
| "grad_norm": 1.4910681247711182, | |
| "learning_rate": 8.50757894736842e-05, | |
| "loss": 2.3236, | |
| "step": 39 | |
| }, | |
| { | |
| "epoch": 0.05521048999309869, | |
| "grad_norm": 1.3855364322662354, | |
| "learning_rate": 8.454736842105263e-05, | |
| "loss": 2.0899, | |
| "step": 40 | |
| }, | |
| { | |
| "epoch": 0.05659075224292615, | |
| "grad_norm": 1.4245091676712036, | |
| "learning_rate": 8.401894736842106e-05, | |
| "loss": 2.5376, | |
| "step": 41 | |
| }, | |
| { | |
| "epoch": 0.057971014492753624, | |
| "grad_norm": 1.459370732307434, | |
| "learning_rate": 8.349052631578948e-05, | |
| "loss": 2.4498, | |
| "step": 42 | |
| }, | |
| { | |
| "epoch": 0.05935127674258109, | |
| "grad_norm": 1.5853793621063232, | |
| "learning_rate": 8.29621052631579e-05, | |
| "loss": 2.2517, | |
| "step": 43 | |
| }, | |
| { | |
| "epoch": 0.06073153899240856, | |
| "grad_norm": 1.3990416526794434, | |
| "learning_rate": 8.243368421052632e-05, | |
| "loss": 2.2779, | |
| "step": 44 | |
| }, | |
| { | |
| "epoch": 0.062111801242236024, | |
| "grad_norm": 1.500887155532837, | |
| "learning_rate": 8.190526315789474e-05, | |
| "loss": 2.6741, | |
| "step": 45 | |
| }, | |
| { | |
| "epoch": 0.06349206349206349, | |
| "grad_norm": 2.369209051132202, | |
| "learning_rate": 8.137684210526315e-05, | |
| "loss": 2.6675, | |
| "step": 46 | |
| }, | |
| { | |
| "epoch": 0.06487232574189096, | |
| "grad_norm": 1.673604965209961, | |
| "learning_rate": 8.084842105263157e-05, | |
| "loss": 1.6952, | |
| "step": 47 | |
| }, | |
| { | |
| "epoch": 0.06625258799171843, | |
| "grad_norm": 2.053783655166626, | |
| "learning_rate": 8.032e-05, | |
| "loss": 1.8816, | |
| "step": 48 | |
| }, | |
| { | |
| "epoch": 0.06763285024154589, | |
| "grad_norm": 2.251725435256958, | |
| "learning_rate": 7.979157894736842e-05, | |
| "loss": 2.3692, | |
| "step": 49 | |
| }, | |
| { | |
| "epoch": 0.06901311249137336, | |
| "grad_norm": 3.693898916244507, | |
| "learning_rate": 7.926315789473684e-05, | |
| "loss": 2.2844, | |
| "step": 50 | |
| }, | |
| { | |
| "epoch": 0.06901311249137336, | |
| "eval_loss": 2.2726948261260986, | |
| "eval_runtime": 7.0598, | |
| "eval_samples_per_second": 43.202, | |
| "eval_steps_per_second": 10.907, | |
| "step": 50 | |
| } | |
| ], | |
| "logging_steps": 1, | |
| "max_steps": 200, | |
| "num_input_tokens_seen": 0, | |
| "num_train_epochs": 1, | |
| "save_steps": 50, | |
| "stateful_callbacks": { | |
| "EarlyStoppingCallback": { | |
| "args": { | |
| "early_stopping_patience": 5, | |
| "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": 858609942528000.0, | |
| "train_batch_size": 4, | |
| "trial_name": null, | |
| "trial_params": null | |
| } | |