| { | |
| "best_metric": 1.5559238195419312, | |
| "best_model_checkpoint": "miner_id_24/checkpoint-50", | |
| "epoch": 0.008104056080068074, | |
| "eval_steps": 50, | |
| "global_step": 50, | |
| "is_hyper_param_search": false, | |
| "is_local_process_zero": true, | |
| "is_world_process_zero": true, | |
| "log_history": [ | |
| { | |
| "epoch": 0.00016208112160136148, | |
| "grad_norm": 21.450843811035156, | |
| "learning_rate": 1e-05, | |
| "loss": 9.9546, | |
| "step": 1 | |
| }, | |
| { | |
| "epoch": 0.00016208112160136148, | |
| "eval_loss": 2.8611927032470703, | |
| "eval_runtime": 1024.5411, | |
| "eval_samples_per_second": 10.143, | |
| "eval_steps_per_second": 2.536, | |
| "step": 1 | |
| }, | |
| { | |
| "epoch": 0.00032416224320272295, | |
| "grad_norm": 20.973268508911133, | |
| "learning_rate": 2e-05, | |
| "loss": 10.6012, | |
| "step": 2 | |
| }, | |
| { | |
| "epoch": 0.00048624336480408443, | |
| "grad_norm": 18.114707946777344, | |
| "learning_rate": 3e-05, | |
| "loss": 10.833, | |
| "step": 3 | |
| }, | |
| { | |
| "epoch": 0.0006483244864054459, | |
| "grad_norm": 12.959110260009766, | |
| "learning_rate": 4e-05, | |
| "loss": 10.37, | |
| "step": 4 | |
| }, | |
| { | |
| "epoch": 0.0008104056080068074, | |
| "grad_norm": 14.474491119384766, | |
| "learning_rate": 5e-05, | |
| "loss": 9.5092, | |
| "step": 5 | |
| }, | |
| { | |
| "epoch": 0.0009724867296081689, | |
| "grad_norm": 14.347698211669922, | |
| "learning_rate": 6e-05, | |
| "loss": 8.3771, | |
| "step": 6 | |
| }, | |
| { | |
| "epoch": 0.0011345678512095303, | |
| "grad_norm": 11.730208396911621, | |
| "learning_rate": 7e-05, | |
| "loss": 8.6556, | |
| "step": 7 | |
| }, | |
| { | |
| "epoch": 0.0012966489728108918, | |
| "grad_norm": 10.065325736999512, | |
| "learning_rate": 8e-05, | |
| "loss": 8.7092, | |
| "step": 8 | |
| }, | |
| { | |
| "epoch": 0.0014587300944122533, | |
| "grad_norm": 8.963871955871582, | |
| "learning_rate": 9e-05, | |
| "loss": 8.0248, | |
| "step": 9 | |
| }, | |
| { | |
| "epoch": 0.0016208112160136148, | |
| "grad_norm": 9.340985298156738, | |
| "learning_rate": 0.0001, | |
| "loss": 7.8928, | |
| "step": 10 | |
| }, | |
| { | |
| "epoch": 0.0017828923376149762, | |
| "grad_norm": 7.826351165771484, | |
| "learning_rate": 9.999316524962345e-05, | |
| "loss": 7.7345, | |
| "step": 11 | |
| }, | |
| { | |
| "epoch": 0.0019449734592163377, | |
| "grad_norm": 7.2508697509765625, | |
| "learning_rate": 9.997266286704631e-05, | |
| "loss": 7.6428, | |
| "step": 12 | |
| }, | |
| { | |
| "epoch": 0.002107054580817699, | |
| "grad_norm": 6.509117603302002, | |
| "learning_rate": 9.993849845741524e-05, | |
| "loss": 6.6641, | |
| "step": 13 | |
| }, | |
| { | |
| "epoch": 0.0022691357024190607, | |
| "grad_norm": 7.647972106933594, | |
| "learning_rate": 9.989068136093873e-05, | |
| "loss": 7.2049, | |
| "step": 14 | |
| }, | |
| { | |
| "epoch": 0.002431216824020422, | |
| "grad_norm": 6.6707000732421875, | |
| "learning_rate": 9.98292246503335e-05, | |
| "loss": 6.8951, | |
| "step": 15 | |
| }, | |
| { | |
| "epoch": 0.0025932979456217836, | |
| "grad_norm": 6.7753095626831055, | |
| "learning_rate": 9.975414512725057e-05, | |
| "loss": 7.1702, | |
| "step": 16 | |
| }, | |
| { | |
| "epoch": 0.002755379067223145, | |
| "grad_norm": 5.891744136810303, | |
| "learning_rate": 9.966546331768191e-05, | |
| "loss": 6.3936, | |
| "step": 17 | |
| }, | |
| { | |
| "epoch": 0.0029174601888245066, | |
| "grad_norm": 6.441070556640625, | |
| "learning_rate": 9.956320346634876e-05, | |
| "loss": 6.748, | |
| "step": 18 | |
| }, | |
| { | |
| "epoch": 0.003079541310425868, | |
| "grad_norm": 5.625812530517578, | |
| "learning_rate": 9.944739353007344e-05, | |
| "loss": 6.2807, | |
| "step": 19 | |
| }, | |
| { | |
| "epoch": 0.0032416224320272295, | |
| "grad_norm": 5.964963436126709, | |
| "learning_rate": 9.931806517013612e-05, | |
| "loss": 6.8812, | |
| "step": 20 | |
| }, | |
| { | |
| "epoch": 0.003403703553628591, | |
| "grad_norm": 6.139531135559082, | |
| "learning_rate": 9.917525374361912e-05, | |
| "loss": 6.2387, | |
| "step": 21 | |
| }, | |
| { | |
| "epoch": 0.0035657846752299525, | |
| "grad_norm": 5.533466815948486, | |
| "learning_rate": 9.901899829374047e-05, | |
| "loss": 6.1352, | |
| "step": 22 | |
| }, | |
| { | |
| "epoch": 0.003727865796831314, | |
| "grad_norm": 5.690276622772217, | |
| "learning_rate": 9.884934153917997e-05, | |
| "loss": 6.4498, | |
| "step": 23 | |
| }, | |
| { | |
| "epoch": 0.0038899469184326754, | |
| "grad_norm": 5.708102703094482, | |
| "learning_rate": 9.86663298624003e-05, | |
| "loss": 6.3784, | |
| "step": 24 | |
| }, | |
| { | |
| "epoch": 0.004052028040034037, | |
| "grad_norm": 5.579735279083252, | |
| "learning_rate": 9.847001329696653e-05, | |
| "loss": 6.3002, | |
| "step": 25 | |
| }, | |
| { | |
| "epoch": 0.004214109161635398, | |
| "grad_norm": 5.780838966369629, | |
| "learning_rate": 9.826044551386744e-05, | |
| "loss": 5.8777, | |
| "step": 26 | |
| }, | |
| { | |
| "epoch": 0.00437619028323676, | |
| "grad_norm": 5.95778226852417, | |
| "learning_rate": 9.803768380684242e-05, | |
| "loss": 6.3759, | |
| "step": 27 | |
| }, | |
| { | |
| "epoch": 0.004538271404838121, | |
| "grad_norm": 5.736791133880615, | |
| "learning_rate": 9.780178907671789e-05, | |
| "loss": 6.1456, | |
| "step": 28 | |
| }, | |
| { | |
| "epoch": 0.004700352526439483, | |
| "grad_norm": 5.662046909332275, | |
| "learning_rate": 9.755282581475769e-05, | |
| "loss": 6.1055, | |
| "step": 29 | |
| }, | |
| { | |
| "epoch": 0.004862433648040844, | |
| "grad_norm": 5.7258806228637695, | |
| "learning_rate": 9.729086208503174e-05, | |
| "loss": 6.2523, | |
| "step": 30 | |
| }, | |
| { | |
| "epoch": 0.005024514769642206, | |
| "grad_norm": 5.707207202911377, | |
| "learning_rate": 9.701596950580806e-05, | |
| "loss": 5.7521, | |
| "step": 31 | |
| }, | |
| { | |
| "epoch": 0.005186595891243567, | |
| "grad_norm": 5.748448371887207, | |
| "learning_rate": 9.672822322997305e-05, | |
| "loss": 6.0935, | |
| "step": 32 | |
| }, | |
| { | |
| "epoch": 0.005348677012844929, | |
| "grad_norm": 5.671350479125977, | |
| "learning_rate": 9.642770192448536e-05, | |
| "loss": 6.2013, | |
| "step": 33 | |
| }, | |
| { | |
| "epoch": 0.00551075813444629, | |
| "grad_norm": 6.076589584350586, | |
| "learning_rate": 9.611448774886924e-05, | |
| "loss": 6.2627, | |
| "step": 34 | |
| }, | |
| { | |
| "epoch": 0.005672839256047652, | |
| "grad_norm": 6.076786041259766, | |
| "learning_rate": 9.578866633275288e-05, | |
| "loss": 6.2, | |
| "step": 35 | |
| }, | |
| { | |
| "epoch": 0.005834920377649013, | |
| "grad_norm": 6.442121982574463, | |
| "learning_rate": 9.545032675245813e-05, | |
| "loss": 6.097, | |
| "step": 36 | |
| }, | |
| { | |
| "epoch": 0.005997001499250375, | |
| "grad_norm": 6.375777244567871, | |
| "learning_rate": 9.509956150664796e-05, | |
| "loss": 6.3335, | |
| "step": 37 | |
| }, | |
| { | |
| "epoch": 0.006159082620851736, | |
| "grad_norm": 6.780538558959961, | |
| "learning_rate": 9.473646649103818e-05, | |
| "loss": 6.4989, | |
| "step": 38 | |
| }, | |
| { | |
| "epoch": 0.006321163742453098, | |
| "grad_norm": 6.880222797393799, | |
| "learning_rate": 9.43611409721806e-05, | |
| "loss": 6.6263, | |
| "step": 39 | |
| }, | |
| { | |
| "epoch": 0.006483244864054459, | |
| "grad_norm": 6.89586877822876, | |
| "learning_rate": 9.397368756032445e-05, | |
| "loss": 6.6472, | |
| "step": 40 | |
| }, | |
| { | |
| "epoch": 0.0066453259856558205, | |
| "grad_norm": 7.324431896209717, | |
| "learning_rate": 9.357421218136386e-05, | |
| "loss": 6.9357, | |
| "step": 41 | |
| }, | |
| { | |
| "epoch": 0.006807407107257182, | |
| "grad_norm": 7.074251174926758, | |
| "learning_rate": 9.316282404787871e-05, | |
| "loss": 6.4737, | |
| "step": 42 | |
| }, | |
| { | |
| "epoch": 0.0069694882288585435, | |
| "grad_norm": 7.916954040527344, | |
| "learning_rate": 9.273963562927695e-05, | |
| "loss": 6.9543, | |
| "step": 43 | |
| }, | |
| { | |
| "epoch": 0.007131569350459905, | |
| "grad_norm": 8.427472114562988, | |
| "learning_rate": 9.230476262104677e-05, | |
| "loss": 6.6134, | |
| "step": 44 | |
| }, | |
| { | |
| "epoch": 0.007293650472061266, | |
| "grad_norm": 8.175810813903809, | |
| "learning_rate": 9.185832391312644e-05, | |
| "loss": 6.5496, | |
| "step": 45 | |
| }, | |
| { | |
| "epoch": 0.007455731593662628, | |
| "grad_norm": 8.738851547241211, | |
| "learning_rate": 9.140044155740101e-05, | |
| "loss": 6.8652, | |
| "step": 46 | |
| }, | |
| { | |
| "epoch": 0.007617812715263989, | |
| "grad_norm": 9.828368186950684, | |
| "learning_rate": 9.093124073433463e-05, | |
| "loss": 6.7311, | |
| "step": 47 | |
| }, | |
| { | |
| "epoch": 0.007779893836865351, | |
| "grad_norm": 10.030229568481445, | |
| "learning_rate": 9.045084971874738e-05, | |
| "loss": 6.7401, | |
| "step": 48 | |
| }, | |
| { | |
| "epoch": 0.007941974958466713, | |
| "grad_norm": 12.767650604248047, | |
| "learning_rate": 8.995939984474624e-05, | |
| "loss": 7.082, | |
| "step": 49 | |
| }, | |
| { | |
| "epoch": 0.008104056080068074, | |
| "grad_norm": 14.701695442199707, | |
| "learning_rate": 8.945702546981969e-05, | |
| "loss": 5.9265, | |
| "step": 50 | |
| }, | |
| { | |
| "epoch": 0.008104056080068074, | |
| "eval_loss": 1.5559238195419312, | |
| "eval_runtime": 1031.1317, | |
| "eval_samples_per_second": 10.078, | |
| "eval_steps_per_second": 2.52, | |
| "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": 9.095305596449587e+16, | |
| "train_batch_size": 8, | |
| "trial_name": null, | |
| "trial_params": null | |
| } | |