| { | |
| "best_metric": 0.2953316271305084, | |
| "best_model_checkpoint": "miner_id_24/checkpoint-50", | |
| "epoch": 0.012046741356463078, | |
| "eval_steps": 50, | |
| "global_step": 50, | |
| "is_hyper_param_search": false, | |
| "is_local_process_zero": true, | |
| "is_world_process_zero": true, | |
| "log_history": [ | |
| { | |
| "epoch": 0.00024093482712926153, | |
| "grad_norm": 2.7897026538848877, | |
| "learning_rate": 1e-05, | |
| "loss": 5.8362, | |
| "step": 1 | |
| }, | |
| { | |
| "epoch": 0.00024093482712926153, | |
| "eval_loss": 5.242364883422852, | |
| "eval_runtime": 509.5798, | |
| "eval_samples_per_second": 13.717, | |
| "eval_steps_per_second": 3.43, | |
| "step": 1 | |
| }, | |
| { | |
| "epoch": 0.00048186965425852307, | |
| "grad_norm": 2.6845810413360596, | |
| "learning_rate": 2e-05, | |
| "loss": 4.8628, | |
| "step": 2 | |
| }, | |
| { | |
| "epoch": 0.0007228044813877846, | |
| "grad_norm": 2.5649805068969727, | |
| "learning_rate": 3e-05, | |
| "loss": 4.7359, | |
| "step": 3 | |
| }, | |
| { | |
| "epoch": 0.0009637393085170461, | |
| "grad_norm": 3.1907050609588623, | |
| "learning_rate": 4e-05, | |
| "loss": 5.09, | |
| "step": 4 | |
| }, | |
| { | |
| "epoch": 0.0012046741356463078, | |
| "grad_norm": 2.8700222969055176, | |
| "learning_rate": 5e-05, | |
| "loss": 4.6159, | |
| "step": 5 | |
| }, | |
| { | |
| "epoch": 0.0014456089627755693, | |
| "grad_norm": 3.2576119899749756, | |
| "learning_rate": 6e-05, | |
| "loss": 4.6056, | |
| "step": 6 | |
| }, | |
| { | |
| "epoch": 0.0016865437899048308, | |
| "grad_norm": 3.8452327251434326, | |
| "learning_rate": 7e-05, | |
| "loss": 4.3039, | |
| "step": 7 | |
| }, | |
| { | |
| "epoch": 0.0019274786170340923, | |
| "grad_norm": 3.6989893913269043, | |
| "learning_rate": 8e-05, | |
| "loss": 3.6032, | |
| "step": 8 | |
| }, | |
| { | |
| "epoch": 0.0021684134441633538, | |
| "grad_norm": 3.7668285369873047, | |
| "learning_rate": 9e-05, | |
| "loss": 2.9093, | |
| "step": 9 | |
| }, | |
| { | |
| "epoch": 0.0024093482712926155, | |
| "grad_norm": 3.5740230083465576, | |
| "learning_rate": 0.0001, | |
| "loss": 2.2147, | |
| "step": 10 | |
| }, | |
| { | |
| "epoch": 0.002650283098421877, | |
| "grad_norm": 3.976719856262207, | |
| "learning_rate": 9.999316524962345e-05, | |
| "loss": 1.7271, | |
| "step": 11 | |
| }, | |
| { | |
| "epoch": 0.0028912179255511385, | |
| "grad_norm": 2.956078290939331, | |
| "learning_rate": 9.997266286704631e-05, | |
| "loss": 0.9299, | |
| "step": 12 | |
| }, | |
| { | |
| "epoch": 0.0031321527526804, | |
| "grad_norm": 3.046994209289551, | |
| "learning_rate": 9.993849845741524e-05, | |
| "loss": 0.7804, | |
| "step": 13 | |
| }, | |
| { | |
| "epoch": 0.0033730875798096615, | |
| "grad_norm": 2.9345862865448, | |
| "learning_rate": 9.989068136093873e-05, | |
| "loss": 0.5992, | |
| "step": 14 | |
| }, | |
| { | |
| "epoch": 0.003614022406938923, | |
| "grad_norm": 2.556488037109375, | |
| "learning_rate": 9.98292246503335e-05, | |
| "loss": 0.4438, | |
| "step": 15 | |
| }, | |
| { | |
| "epoch": 0.0038549572340681845, | |
| "grad_norm": 3.2892167568206787, | |
| "learning_rate": 9.975414512725057e-05, | |
| "loss": 0.4652, | |
| "step": 16 | |
| }, | |
| { | |
| "epoch": 0.004095892061197446, | |
| "grad_norm": 2.5346927642822266, | |
| "learning_rate": 9.966546331768191e-05, | |
| "loss": 0.3075, | |
| "step": 17 | |
| }, | |
| { | |
| "epoch": 0.0043368268883267076, | |
| "grad_norm": 1.4730305671691895, | |
| "learning_rate": 9.956320346634876e-05, | |
| "loss": 0.2703, | |
| "step": 18 | |
| }, | |
| { | |
| "epoch": 0.004577761715455969, | |
| "grad_norm": 2.9341955184936523, | |
| "learning_rate": 9.944739353007344e-05, | |
| "loss": 0.3485, | |
| "step": 19 | |
| }, | |
| { | |
| "epoch": 0.004818696542585231, | |
| "grad_norm": 1.3553968667984009, | |
| "learning_rate": 9.931806517013612e-05, | |
| "loss": 0.3135, | |
| "step": 20 | |
| }, | |
| { | |
| "epoch": 0.005059631369714492, | |
| "grad_norm": 1.0334441661834717, | |
| "learning_rate": 9.917525374361912e-05, | |
| "loss": 0.2394, | |
| "step": 21 | |
| }, | |
| { | |
| "epoch": 0.005300566196843754, | |
| "grad_norm": 1.1508598327636719, | |
| "learning_rate": 9.901899829374047e-05, | |
| "loss": 0.2423, | |
| "step": 22 | |
| }, | |
| { | |
| "epoch": 0.005541501023973015, | |
| "grad_norm": 2.3248560428619385, | |
| "learning_rate": 9.884934153917997e-05, | |
| "loss": 0.3399, | |
| "step": 23 | |
| }, | |
| { | |
| "epoch": 0.005782435851102277, | |
| "grad_norm": 1.3670281171798706, | |
| "learning_rate": 9.86663298624003e-05, | |
| "loss": 0.2859, | |
| "step": 24 | |
| }, | |
| { | |
| "epoch": 0.006023370678231539, | |
| "grad_norm": 1.5140188932418823, | |
| "learning_rate": 9.847001329696653e-05, | |
| "loss": 0.2533, | |
| "step": 25 | |
| }, | |
| { | |
| "epoch": 0.0062643055053608, | |
| "grad_norm": 1.4202511310577393, | |
| "learning_rate": 9.826044551386744e-05, | |
| "loss": 0.2423, | |
| "step": 26 | |
| }, | |
| { | |
| "epoch": 0.006505240332490061, | |
| "grad_norm": 1.0033921003341675, | |
| "learning_rate": 9.803768380684242e-05, | |
| "loss": 0.2302, | |
| "step": 27 | |
| }, | |
| { | |
| "epoch": 0.006746175159619323, | |
| "grad_norm": 1.338563323020935, | |
| "learning_rate": 9.780178907671789e-05, | |
| "loss": 0.2563, | |
| "step": 28 | |
| }, | |
| { | |
| "epoch": 0.006987109986748585, | |
| "grad_norm": 1.742248296737671, | |
| "learning_rate": 9.755282581475769e-05, | |
| "loss": 0.356, | |
| "step": 29 | |
| }, | |
| { | |
| "epoch": 0.007228044813877846, | |
| "grad_norm": 1.6856114864349365, | |
| "learning_rate": 9.729086208503174e-05, | |
| "loss": 0.3796, | |
| "step": 30 | |
| }, | |
| { | |
| "epoch": 0.007468979641007107, | |
| "grad_norm": 1.2257651090621948, | |
| "learning_rate": 9.701596950580806e-05, | |
| "loss": 0.3383, | |
| "step": 31 | |
| }, | |
| { | |
| "epoch": 0.007709914468136369, | |
| "grad_norm": 1.0800436735153198, | |
| "learning_rate": 9.672822322997305e-05, | |
| "loss": 0.2814, | |
| "step": 32 | |
| }, | |
| { | |
| "epoch": 0.00795084929526563, | |
| "grad_norm": 1.1578192710876465, | |
| "learning_rate": 9.642770192448536e-05, | |
| "loss": 0.2607, | |
| "step": 33 | |
| }, | |
| { | |
| "epoch": 0.008191784122394892, | |
| "grad_norm": 0.7927069067955017, | |
| "learning_rate": 9.611448774886924e-05, | |
| "loss": 0.2871, | |
| "step": 34 | |
| }, | |
| { | |
| "epoch": 0.008432718949524154, | |
| "grad_norm": 0.7488431930541992, | |
| "learning_rate": 9.578866633275288e-05, | |
| "loss": 0.2815, | |
| "step": 35 | |
| }, | |
| { | |
| "epoch": 0.008673653776653415, | |
| "grad_norm": 0.8880829811096191, | |
| "learning_rate": 9.545032675245813e-05, | |
| "loss": 0.2472, | |
| "step": 36 | |
| }, | |
| { | |
| "epoch": 0.008914588603782676, | |
| "grad_norm": 0.785861611366272, | |
| "learning_rate": 9.509956150664796e-05, | |
| "loss": 0.254, | |
| "step": 37 | |
| }, | |
| { | |
| "epoch": 0.009155523430911939, | |
| "grad_norm": 0.9267710447311401, | |
| "learning_rate": 9.473646649103818e-05, | |
| "loss": 0.31, | |
| "step": 38 | |
| }, | |
| { | |
| "epoch": 0.0093964582580412, | |
| "grad_norm": 0.9613037109375, | |
| "learning_rate": 9.43611409721806e-05, | |
| "loss": 0.2692, | |
| "step": 39 | |
| }, | |
| { | |
| "epoch": 0.009637393085170462, | |
| "grad_norm": 0.7821824550628662, | |
| "learning_rate": 9.397368756032445e-05, | |
| "loss": 0.2649, | |
| "step": 40 | |
| }, | |
| { | |
| "epoch": 0.009878327912299723, | |
| "grad_norm": 0.34622684121131897, | |
| "learning_rate": 9.357421218136386e-05, | |
| "loss": 0.2259, | |
| "step": 41 | |
| }, | |
| { | |
| "epoch": 0.010119262739428984, | |
| "grad_norm": 0.9428150057792664, | |
| "learning_rate": 9.316282404787871e-05, | |
| "loss": 0.3055, | |
| "step": 42 | |
| }, | |
| { | |
| "epoch": 0.010360197566558246, | |
| "grad_norm": 0.6529460549354553, | |
| "learning_rate": 9.273963562927695e-05, | |
| "loss": 0.2491, | |
| "step": 43 | |
| }, | |
| { | |
| "epoch": 0.010601132393687507, | |
| "grad_norm": 0.959650456905365, | |
| "learning_rate": 9.230476262104677e-05, | |
| "loss": 0.2854, | |
| "step": 44 | |
| }, | |
| { | |
| "epoch": 0.01084206722081677, | |
| "grad_norm": 0.9203677773475647, | |
| "learning_rate": 9.185832391312644e-05, | |
| "loss": 0.2827, | |
| "step": 45 | |
| }, | |
| { | |
| "epoch": 0.01108300204794603, | |
| "grad_norm": 0.6406137943267822, | |
| "learning_rate": 9.140044155740101e-05, | |
| "loss": 0.2689, | |
| "step": 46 | |
| }, | |
| { | |
| "epoch": 0.011323936875075291, | |
| "grad_norm": 0.6154417395591736, | |
| "learning_rate": 9.093124073433463e-05, | |
| "loss": 0.28, | |
| "step": 47 | |
| }, | |
| { | |
| "epoch": 0.011564871702204554, | |
| "grad_norm": 0.6750221848487854, | |
| "learning_rate": 9.045084971874738e-05, | |
| "loss": 0.255, | |
| "step": 48 | |
| }, | |
| { | |
| "epoch": 0.011805806529333815, | |
| "grad_norm": 0.8649730682373047, | |
| "learning_rate": 8.995939984474624e-05, | |
| "loss": 0.3184, | |
| "step": 49 | |
| }, | |
| { | |
| "epoch": 0.012046741356463078, | |
| "grad_norm": 0.9113279581069946, | |
| "learning_rate": 8.945702546981969e-05, | |
| "loss": 0.3207, | |
| "step": 50 | |
| }, | |
| { | |
| "epoch": 0.012046741356463078, | |
| "eval_loss": 0.2953316271305084, | |
| "eval_runtime": 511.8644, | |
| "eval_samples_per_second": 13.656, | |
| "eval_steps_per_second": 3.415, | |
| "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": 6.731079410201395e+16, | |
| "train_batch_size": 8, | |
| "trial_name": null, | |
| "trial_params": null | |
| } | |