| { | |
| "best_metric": 0.8755273222923279, | |
| "best_model_checkpoint": "miner_id_24/checkpoint-50", | |
| "epoch": 0.2508623392913139, | |
| "eval_steps": 25, | |
| "global_step": 50, | |
| "is_hyper_param_search": false, | |
| "is_local_process_zero": true, | |
| "is_world_process_zero": true, | |
| "log_history": [ | |
| { | |
| "epoch": 0.005017246785826278, | |
| "grad_norm": 10.303523063659668, | |
| "learning_rate": 5e-05, | |
| "loss": 20.3254, | |
| "step": 1 | |
| }, | |
| { | |
| "epoch": 0.005017246785826278, | |
| "eval_loss": 1.2978161573410034, | |
| "eval_runtime": 4.7491, | |
| "eval_samples_per_second": 10.528, | |
| "eval_steps_per_second": 2.737, | |
| "step": 1 | |
| }, | |
| { | |
| "epoch": 0.010034493571652555, | |
| "grad_norm": 10.276937484741211, | |
| "learning_rate": 0.0001, | |
| "loss": 21.204, | |
| "step": 2 | |
| }, | |
| { | |
| "epoch": 0.015051740357478834, | |
| "grad_norm": 9.593537330627441, | |
| "learning_rate": 9.990365154573717e-05, | |
| "loss": 21.2612, | |
| "step": 3 | |
| }, | |
| { | |
| "epoch": 0.02006898714330511, | |
| "grad_norm": 7.457390308380127, | |
| "learning_rate": 9.961501876182148e-05, | |
| "loss": 20.5788, | |
| "step": 4 | |
| }, | |
| { | |
| "epoch": 0.02508623392913139, | |
| "grad_norm": 6.21054744720459, | |
| "learning_rate": 9.913533761814537e-05, | |
| "loss": 20.2998, | |
| "step": 5 | |
| }, | |
| { | |
| "epoch": 0.030103480714957668, | |
| "grad_norm": 6.098522186279297, | |
| "learning_rate": 9.846666218300807e-05, | |
| "loss": 16.6053, | |
| "step": 6 | |
| }, | |
| { | |
| "epoch": 0.035120727500783946, | |
| "grad_norm": 5.591812610626221, | |
| "learning_rate": 9.761185582727977e-05, | |
| "loss": 15.4707, | |
| "step": 7 | |
| }, | |
| { | |
| "epoch": 0.04013797428661022, | |
| "grad_norm": 4.332369327545166, | |
| "learning_rate": 9.657457896300791e-05, | |
| "loss": 14.4678, | |
| "step": 8 | |
| }, | |
| { | |
| "epoch": 0.045155221072436504, | |
| "grad_norm": 4.643701076507568, | |
| "learning_rate": 9.535927336897098e-05, | |
| "loss": 14.5388, | |
| "step": 9 | |
| }, | |
| { | |
| "epoch": 0.05017246785826278, | |
| "grad_norm": 4.316195487976074, | |
| "learning_rate": 9.397114317029975e-05, | |
| "loss": 14.6748, | |
| "step": 10 | |
| }, | |
| { | |
| "epoch": 0.055189714644089054, | |
| "grad_norm": 6.267123222351074, | |
| "learning_rate": 9.241613255361455e-05, | |
| "loss": 14.7721, | |
| "step": 11 | |
| }, | |
| { | |
| "epoch": 0.060206961429915336, | |
| "grad_norm": 4.699112892150879, | |
| "learning_rate": 9.070090031310558e-05, | |
| "loss": 14.8929, | |
| "step": 12 | |
| }, | |
| { | |
| "epoch": 0.06522420821574161, | |
| "grad_norm": 6.970594882965088, | |
| "learning_rate": 8.883279133655399e-05, | |
| "loss": 15.4255, | |
| "step": 13 | |
| }, | |
| { | |
| "epoch": 0.07024145500156789, | |
| "grad_norm": 8.095081329345703, | |
| "learning_rate": 8.681980515339464e-05, | |
| "loss": 16.0384, | |
| "step": 14 | |
| }, | |
| { | |
| "epoch": 0.07525870178739416, | |
| "grad_norm": 5.648611545562744, | |
| "learning_rate": 8.467056167950311e-05, | |
| "loss": 16.1937, | |
| "step": 15 | |
| }, | |
| { | |
| "epoch": 0.08027594857322044, | |
| "grad_norm": 4.975302219390869, | |
| "learning_rate": 8.239426430539243e-05, | |
| "loss": 16.0918, | |
| "step": 16 | |
| }, | |
| { | |
| "epoch": 0.08529319535904673, | |
| "grad_norm": 4.795402526855469, | |
| "learning_rate": 8.000066048588211e-05, | |
| "loss": 16.0038, | |
| "step": 17 | |
| }, | |
| { | |
| "epoch": 0.09031044214487301, | |
| "grad_norm": 7.83776330947876, | |
| "learning_rate": 7.75e-05, | |
| "loss": 16.4963, | |
| "step": 18 | |
| }, | |
| { | |
| "epoch": 0.09532768893069928, | |
| "grad_norm": 3.627122163772583, | |
| "learning_rate": 7.490299105985507e-05, | |
| "loss": 14.9381, | |
| "step": 19 | |
| }, | |
| { | |
| "epoch": 0.10034493571652556, | |
| "grad_norm": 3.868642568588257, | |
| "learning_rate": 7.222075445642904e-05, | |
| "loss": 13.6192, | |
| "step": 20 | |
| }, | |
| { | |
| "epoch": 0.10536218250235184, | |
| "grad_norm": 3.3879823684692383, | |
| "learning_rate": 6.946477593864228e-05, | |
| "loss": 12.9079, | |
| "step": 21 | |
| }, | |
| { | |
| "epoch": 0.11037942928817811, | |
| "grad_norm": 2.9493606090545654, | |
| "learning_rate": 6.664685702961344e-05, | |
| "loss": 12.8852, | |
| "step": 22 | |
| }, | |
| { | |
| "epoch": 0.11539667607400439, | |
| "grad_norm": 3.189535617828369, | |
| "learning_rate": 6.377906449072578e-05, | |
| "loss": 13.657, | |
| "step": 23 | |
| }, | |
| { | |
| "epoch": 0.12041392285983067, | |
| "grad_norm": 3.6464903354644775, | |
| "learning_rate": 6.087367864990233e-05, | |
| "loss": 13.5806, | |
| "step": 24 | |
| }, | |
| { | |
| "epoch": 0.12543116964565695, | |
| "grad_norm": 4.111282825469971, | |
| "learning_rate": 5.794314081535644e-05, | |
| "loss": 14.581, | |
| "step": 25 | |
| }, | |
| { | |
| "epoch": 0.12543116964565695, | |
| "eval_loss": 0.9173004627227783, | |
| "eval_runtime": 4.6046, | |
| "eval_samples_per_second": 10.859, | |
| "eval_steps_per_second": 2.823, | |
| "step": 25 | |
| }, | |
| { | |
| "epoch": 0.13044841643148322, | |
| "grad_norm": 7.0074028968811035, | |
| "learning_rate": 5.500000000000001e-05, | |
| "loss": 14.6113, | |
| "step": 26 | |
| }, | |
| { | |
| "epoch": 0.1354656632173095, | |
| "grad_norm": 7.817895412445068, | |
| "learning_rate": 5.205685918464356e-05, | |
| "loss": 15.3695, | |
| "step": 27 | |
| }, | |
| { | |
| "epoch": 0.14048291000313579, | |
| "grad_norm": 6.956982612609863, | |
| "learning_rate": 4.912632135009769e-05, | |
| "loss": 15.822, | |
| "step": 28 | |
| }, | |
| { | |
| "epoch": 0.14550015678896205, | |
| "grad_norm": 4.960094928741455, | |
| "learning_rate": 4.6220935509274235e-05, | |
| "loss": 15.6277, | |
| "step": 29 | |
| }, | |
| { | |
| "epoch": 0.15051740357478832, | |
| "grad_norm": 4.474605560302734, | |
| "learning_rate": 4.3353142970386564e-05, | |
| "loss": 15.7418, | |
| "step": 30 | |
| }, | |
| { | |
| "epoch": 0.15553465036061462, | |
| "grad_norm": 4.103686809539795, | |
| "learning_rate": 4.053522406135775e-05, | |
| "loss": 13.9589, | |
| "step": 31 | |
| }, | |
| { | |
| "epoch": 0.1605518971464409, | |
| "grad_norm": 5.2068376541137695, | |
| "learning_rate": 3.777924554357096e-05, | |
| "loss": 13.031, | |
| "step": 32 | |
| }, | |
| { | |
| "epoch": 0.16556914393226718, | |
| "grad_norm": 4.783890724182129, | |
| "learning_rate": 3.509700894014496e-05, | |
| "loss": 12.818, | |
| "step": 33 | |
| }, | |
| { | |
| "epoch": 0.17058639071809345, | |
| "grad_norm": 4.218921661376953, | |
| "learning_rate": 3.250000000000001e-05, | |
| "loss": 13.144, | |
| "step": 34 | |
| }, | |
| { | |
| "epoch": 0.17560363750391972, | |
| "grad_norm": 3.8665473461151123, | |
| "learning_rate": 2.9999339514117912e-05, | |
| "loss": 13.379, | |
| "step": 35 | |
| }, | |
| { | |
| "epoch": 0.18062088428974601, | |
| "grad_norm": 3.703275442123413, | |
| "learning_rate": 2.760573569460757e-05, | |
| "loss": 13.6023, | |
| "step": 36 | |
| }, | |
| { | |
| "epoch": 0.18563813107557228, | |
| "grad_norm": 3.7159953117370605, | |
| "learning_rate": 2.53294383204969e-05, | |
| "loss": 13.6124, | |
| "step": 37 | |
| }, | |
| { | |
| "epoch": 0.19065537786139855, | |
| "grad_norm": 3.394871950149536, | |
| "learning_rate": 2.3180194846605367e-05, | |
| "loss": 14.1037, | |
| "step": 38 | |
| }, | |
| { | |
| "epoch": 0.19567262464722485, | |
| "grad_norm": 4.415946960449219, | |
| "learning_rate": 2.1167208663446025e-05, | |
| "loss": 14.1554, | |
| "step": 39 | |
| }, | |
| { | |
| "epoch": 0.20068987143305111, | |
| "grad_norm": 4.950469970703125, | |
| "learning_rate": 1.9299099686894423e-05, | |
| "loss": 15.051, | |
| "step": 40 | |
| }, | |
| { | |
| "epoch": 0.20570711821887738, | |
| "grad_norm": 4.831371307373047, | |
| "learning_rate": 1.758386744638546e-05, | |
| "loss": 14.5962, | |
| "step": 41 | |
| }, | |
| { | |
| "epoch": 0.21072436500470368, | |
| "grad_norm": 4.842825889587402, | |
| "learning_rate": 1.602885682970026e-05, | |
| "loss": 15.6923, | |
| "step": 42 | |
| }, | |
| { | |
| "epoch": 0.21574161179052995, | |
| "grad_norm": 4.159366130828857, | |
| "learning_rate": 1.464072663102903e-05, | |
| "loss": 15.3636, | |
| "step": 43 | |
| }, | |
| { | |
| "epoch": 0.22075885857635622, | |
| "grad_norm": 3.6262786388397217, | |
| "learning_rate": 1.3425421036992098e-05, | |
| "loss": 13.3886, | |
| "step": 44 | |
| }, | |
| { | |
| "epoch": 0.2257761053621825, | |
| "grad_norm": 2.7398009300231934, | |
| "learning_rate": 1.2388144172720251e-05, | |
| "loss": 12.5319, | |
| "step": 45 | |
| }, | |
| { | |
| "epoch": 0.23079335214800878, | |
| "grad_norm": 2.7315304279327393, | |
| "learning_rate": 1.1533337816991932e-05, | |
| "loss": 12.5121, | |
| "step": 46 | |
| }, | |
| { | |
| "epoch": 0.23581059893383505, | |
| "grad_norm": 3.2367587089538574, | |
| "learning_rate": 1.0864662381854632e-05, | |
| "loss": 12.881, | |
| "step": 47 | |
| }, | |
| { | |
| "epoch": 0.24082784571966134, | |
| "grad_norm": 3.7576241493225098, | |
| "learning_rate": 1.0384981238178534e-05, | |
| "loss": 13.4895, | |
| "step": 48 | |
| }, | |
| { | |
| "epoch": 0.2458450925054876, | |
| "grad_norm": 4.879652500152588, | |
| "learning_rate": 1.0096348454262845e-05, | |
| "loss": 14.1439, | |
| "step": 49 | |
| }, | |
| { | |
| "epoch": 0.2508623392913139, | |
| "grad_norm": 4.576759338378906, | |
| "learning_rate": 1e-05, | |
| "loss": 13.8784, | |
| "step": 50 | |
| }, | |
| { | |
| "epoch": 0.2508623392913139, | |
| "eval_loss": 0.8755273222923279, | |
| "eval_runtime": 4.9809, | |
| "eval_samples_per_second": 10.038, | |
| "eval_steps_per_second": 2.61, | |
| "step": 50 | |
| } | |
| ], | |
| "logging_steps": 1, | |
| "max_steps": 50, | |
| "num_input_tokens_seen": 0, | |
| "num_train_epochs": 1, | |
| "save_steps": 25, | |
| "stateful_callbacks": { | |
| "EarlyStoppingCallback": { | |
| "args": { | |
| "early_stopping_patience": 1, | |
| "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": true | |
| }, | |
| "attributes": {} | |
| } | |
| }, | |
| "total_flos": 7.849213880612946e+17, | |
| "train_batch_size": 2, | |
| "trial_name": null, | |
| "trial_params": null | |
| } | |