| { | |
| "best_metric": 0.8269708752632141, | |
| "best_model_checkpoint": "miner_id_24/checkpoint-50", | |
| "epoch": 0.0023223409196470044, | |
| "eval_steps": 50, | |
| "global_step": 50, | |
| "is_hyper_param_search": false, | |
| "is_local_process_zero": true, | |
| "is_world_process_zero": true, | |
| "log_history": [ | |
| { | |
| "epoch": 4.644681839294008e-05, | |
| "grad_norm": 3.092576503753662, | |
| "learning_rate": 1.018e-05, | |
| "loss": 0.997, | |
| "step": 1 | |
| }, | |
| { | |
| "epoch": 4.644681839294008e-05, | |
| "eval_loss": 1.5409296751022339, | |
| "eval_runtime": 162.8209, | |
| "eval_samples_per_second": 55.681, | |
| "eval_steps_per_second": 13.923, | |
| "step": 1 | |
| }, | |
| { | |
| "epoch": 9.289363678588016e-05, | |
| "grad_norm": 21.47955322265625, | |
| "learning_rate": 2.036e-05, | |
| "loss": 1.9273, | |
| "step": 2 | |
| }, | |
| { | |
| "epoch": 0.00013934045517882026, | |
| "grad_norm": 9.852048873901367, | |
| "learning_rate": 3.0539999999999996e-05, | |
| "loss": 1.6379, | |
| "step": 3 | |
| }, | |
| { | |
| "epoch": 0.00018578727357176033, | |
| "grad_norm": 17.509506225585938, | |
| "learning_rate": 4.072e-05, | |
| "loss": 1.4906, | |
| "step": 4 | |
| }, | |
| { | |
| "epoch": 0.00023223409196470042, | |
| "grad_norm": 14.546015739440918, | |
| "learning_rate": 5.09e-05, | |
| "loss": 1.4437, | |
| "step": 5 | |
| }, | |
| { | |
| "epoch": 0.0002786809103576405, | |
| "grad_norm": 5.5904154777526855, | |
| "learning_rate": 6.107999999999999e-05, | |
| "loss": 1.6272, | |
| "step": 6 | |
| }, | |
| { | |
| "epoch": 0.0003251277287505806, | |
| "grad_norm": 4.112157821655273, | |
| "learning_rate": 7.125999999999999e-05, | |
| "loss": 1.4437, | |
| "step": 7 | |
| }, | |
| { | |
| "epoch": 0.00037157454714352065, | |
| "grad_norm": 4.384551048278809, | |
| "learning_rate": 8.144e-05, | |
| "loss": 1.3646, | |
| "step": 8 | |
| }, | |
| { | |
| "epoch": 0.0004180213655364608, | |
| "grad_norm": 8.227641105651855, | |
| "learning_rate": 9.162e-05, | |
| "loss": 1.1622, | |
| "step": 9 | |
| }, | |
| { | |
| "epoch": 0.00046446818392940084, | |
| "grad_norm": 5.1519856452941895, | |
| "learning_rate": 0.0001018, | |
| "loss": 1.4487, | |
| "step": 10 | |
| }, | |
| { | |
| "epoch": 0.0005109150023223409, | |
| "grad_norm": 9.391843795776367, | |
| "learning_rate": 0.00010126421052631578, | |
| "loss": 1.2691, | |
| "step": 11 | |
| }, | |
| { | |
| "epoch": 0.000557361820715281, | |
| "grad_norm": 5.215498924255371, | |
| "learning_rate": 0.00010072842105263156, | |
| "loss": 0.9428, | |
| "step": 12 | |
| }, | |
| { | |
| "epoch": 0.000603808639108221, | |
| "grad_norm": 2.952871084213257, | |
| "learning_rate": 0.00010019263157894736, | |
| "loss": 1.0689, | |
| "step": 13 | |
| }, | |
| { | |
| "epoch": 0.0006502554575011612, | |
| "grad_norm": 2.8391802310943604, | |
| "learning_rate": 9.965684210526316e-05, | |
| "loss": 0.9291, | |
| "step": 14 | |
| }, | |
| { | |
| "epoch": 0.0006967022758941013, | |
| "grad_norm": 2.461745023727417, | |
| "learning_rate": 9.912105263157895e-05, | |
| "loss": 0.8318, | |
| "step": 15 | |
| }, | |
| { | |
| "epoch": 0.0007431490942870413, | |
| "grad_norm": 2.3736178874969482, | |
| "learning_rate": 9.858526315789473e-05, | |
| "loss": 0.5747, | |
| "step": 16 | |
| }, | |
| { | |
| "epoch": 0.0007895959126799814, | |
| "grad_norm": 3.788600444793701, | |
| "learning_rate": 9.804947368421052e-05, | |
| "loss": 0.9676, | |
| "step": 17 | |
| }, | |
| { | |
| "epoch": 0.0008360427310729215, | |
| "grad_norm": 3.9328246116638184, | |
| "learning_rate": 9.75136842105263e-05, | |
| "loss": 1.0193, | |
| "step": 18 | |
| }, | |
| { | |
| "epoch": 0.0008824895494658616, | |
| "grad_norm": 2.693528652191162, | |
| "learning_rate": 9.69778947368421e-05, | |
| "loss": 0.7466, | |
| "step": 19 | |
| }, | |
| { | |
| "epoch": 0.0009289363678588017, | |
| "grad_norm": 3.4937636852264404, | |
| "learning_rate": 9.644210526315789e-05, | |
| "loss": 0.8632, | |
| "step": 20 | |
| }, | |
| { | |
| "epoch": 0.0009753831862517418, | |
| "grad_norm": 2.1122593879699707, | |
| "learning_rate": 9.590631578947369e-05, | |
| "loss": 0.7247, | |
| "step": 21 | |
| }, | |
| { | |
| "epoch": 0.0010218300046446818, | |
| "grad_norm": 3.186523675918579, | |
| "learning_rate": 9.537052631578947e-05, | |
| "loss": 0.6886, | |
| "step": 22 | |
| }, | |
| { | |
| "epoch": 0.001068276823037622, | |
| "grad_norm": 2.758934497833252, | |
| "learning_rate": 9.483473684210526e-05, | |
| "loss": 0.6994, | |
| "step": 23 | |
| }, | |
| { | |
| "epoch": 0.001114723641430562, | |
| "grad_norm": 2.430767774581909, | |
| "learning_rate": 9.429894736842104e-05, | |
| "loss": 0.6421, | |
| "step": 24 | |
| }, | |
| { | |
| "epoch": 0.0011611704598235022, | |
| "grad_norm": 3.4728782176971436, | |
| "learning_rate": 9.376315789473684e-05, | |
| "loss": 0.8879, | |
| "step": 25 | |
| }, | |
| { | |
| "epoch": 0.001207617278216442, | |
| "grad_norm": 3.511162519454956, | |
| "learning_rate": 9.322736842105262e-05, | |
| "loss": 0.9696, | |
| "step": 26 | |
| }, | |
| { | |
| "epoch": 0.0012540640966093822, | |
| "grad_norm": 3.0230774879455566, | |
| "learning_rate": 9.269157894736842e-05, | |
| "loss": 0.9589, | |
| "step": 27 | |
| }, | |
| { | |
| "epoch": 0.0013005109150023223, | |
| "grad_norm": 2.1474082469940186, | |
| "learning_rate": 9.215578947368421e-05, | |
| "loss": 0.7707, | |
| "step": 28 | |
| }, | |
| { | |
| "epoch": 0.0013469577333952625, | |
| "grad_norm": 2.3117761611938477, | |
| "learning_rate": 9.162e-05, | |
| "loss": 0.7724, | |
| "step": 29 | |
| }, | |
| { | |
| "epoch": 0.0013934045517882026, | |
| "grad_norm": 1.9512385129928589, | |
| "learning_rate": 9.108421052631578e-05, | |
| "loss": 0.603, | |
| "step": 30 | |
| }, | |
| { | |
| "epoch": 0.0014398513701811425, | |
| "grad_norm": 6.22908878326416, | |
| "learning_rate": 9.054842105263158e-05, | |
| "loss": 1.0569, | |
| "step": 31 | |
| }, | |
| { | |
| "epoch": 0.0014862981885740826, | |
| "grad_norm": 2.2944276332855225, | |
| "learning_rate": 9.001263157894736e-05, | |
| "loss": 0.6613, | |
| "step": 32 | |
| }, | |
| { | |
| "epoch": 0.0015327450069670227, | |
| "grad_norm": 2.312437057495117, | |
| "learning_rate": 8.947684210526315e-05, | |
| "loss": 0.8758, | |
| "step": 33 | |
| }, | |
| { | |
| "epoch": 0.0015791918253599629, | |
| "grad_norm": 2.5488150119781494, | |
| "learning_rate": 8.894105263157895e-05, | |
| "loss": 0.635, | |
| "step": 34 | |
| }, | |
| { | |
| "epoch": 0.001625638643752903, | |
| "grad_norm": 3.658079147338867, | |
| "learning_rate": 8.840526315789473e-05, | |
| "loss": 1.0831, | |
| "step": 35 | |
| }, | |
| { | |
| "epoch": 0.001672085462145843, | |
| "grad_norm": 2.474161386489868, | |
| "learning_rate": 8.786947368421052e-05, | |
| "loss": 0.7918, | |
| "step": 36 | |
| }, | |
| { | |
| "epoch": 0.001718532280538783, | |
| "grad_norm": 2.5074217319488525, | |
| "learning_rate": 8.733368421052632e-05, | |
| "loss": 0.8514, | |
| "step": 37 | |
| }, | |
| { | |
| "epoch": 0.0017649790989317231, | |
| "grad_norm": 2.0377755165100098, | |
| "learning_rate": 8.67978947368421e-05, | |
| "loss": 0.6768, | |
| "step": 38 | |
| }, | |
| { | |
| "epoch": 0.0018114259173246632, | |
| "grad_norm": 2.2819857597351074, | |
| "learning_rate": 8.626210526315789e-05, | |
| "loss": 0.6528, | |
| "step": 39 | |
| }, | |
| { | |
| "epoch": 0.0018578727357176034, | |
| "grad_norm": 2.3973352909088135, | |
| "learning_rate": 8.572631578947367e-05, | |
| "loss": 0.8542, | |
| "step": 40 | |
| }, | |
| { | |
| "epoch": 0.0019043195541105435, | |
| "grad_norm": 2.628427267074585, | |
| "learning_rate": 8.519052631578947e-05, | |
| "loss": 0.8507, | |
| "step": 41 | |
| }, | |
| { | |
| "epoch": 0.0019507663725034836, | |
| "grad_norm": 3.116105556488037, | |
| "learning_rate": 8.465473684210527e-05, | |
| "loss": 0.9283, | |
| "step": 42 | |
| }, | |
| { | |
| "epoch": 0.0019972131908964235, | |
| "grad_norm": 3.5683062076568604, | |
| "learning_rate": 8.411894736842105e-05, | |
| "loss": 1.1937, | |
| "step": 43 | |
| }, | |
| { | |
| "epoch": 0.0020436600092893636, | |
| "grad_norm": 2.569610118865967, | |
| "learning_rate": 8.358315789473684e-05, | |
| "loss": 0.9237, | |
| "step": 44 | |
| }, | |
| { | |
| "epoch": 0.0020901068276823038, | |
| "grad_norm": 3.7425827980041504, | |
| "learning_rate": 8.304736842105262e-05, | |
| "loss": 1.3234, | |
| "step": 45 | |
| }, | |
| { | |
| "epoch": 0.002136553646075244, | |
| "grad_norm": 3.7030258178710938, | |
| "learning_rate": 8.251157894736841e-05, | |
| "loss": 0.7639, | |
| "step": 46 | |
| }, | |
| { | |
| "epoch": 0.002183000464468184, | |
| "grad_norm": 3.188816785812378, | |
| "learning_rate": 8.197578947368421e-05, | |
| "loss": 1.1931, | |
| "step": 47 | |
| }, | |
| { | |
| "epoch": 0.002229447282861124, | |
| "grad_norm": 5.445688724517822, | |
| "learning_rate": 8.144e-05, | |
| "loss": 0.8938, | |
| "step": 48 | |
| }, | |
| { | |
| "epoch": 0.0022758941012540643, | |
| "grad_norm": 2.3576200008392334, | |
| "learning_rate": 8.090421052631579e-05, | |
| "loss": 0.836, | |
| "step": 49 | |
| }, | |
| { | |
| "epoch": 0.0023223409196470044, | |
| "grad_norm": 22.260164260864258, | |
| "learning_rate": 8.036842105263158e-05, | |
| "loss": 1.0266, | |
| "step": 50 | |
| }, | |
| { | |
| "epoch": 0.0023223409196470044, | |
| "eval_loss": 0.8269708752632141, | |
| "eval_runtime": 162.7994, | |
| "eval_samples_per_second": 55.688, | |
| "eval_steps_per_second": 13.925, | |
| "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": 3119728734240768.0, | |
| "train_batch_size": 4, | |
| "trial_name": null, | |
| "trial_params": null | |
| } | |