| { | |
| "best_metric": 0.2697645127773285, | |
| "best_model_checkpoint": "miner_id_24/checkpoint-50", | |
| "epoch": 0.008074609390770721, | |
| "eval_steps": 50, | |
| "global_step": 50, | |
| "is_hyper_param_search": false, | |
| "is_local_process_zero": true, | |
| "is_world_process_zero": true, | |
| "log_history": [ | |
| { | |
| "epoch": 0.00016149218781541443, | |
| "grad_norm": 64.24162292480469, | |
| "learning_rate": 1e-05, | |
| "loss": 6.8126, | |
| "step": 1 | |
| }, | |
| { | |
| "epoch": 0.00016149218781541443, | |
| "eval_loss": 2.066232681274414, | |
| "eval_runtime": 768.8275, | |
| "eval_samples_per_second": 13.565, | |
| "eval_steps_per_second": 3.392, | |
| "step": 1 | |
| }, | |
| { | |
| "epoch": 0.00032298437563082886, | |
| "grad_norm": 56.833106994628906, | |
| "learning_rate": 2e-05, | |
| "loss": 5.9843, | |
| "step": 2 | |
| }, | |
| { | |
| "epoch": 0.0004844765634462433, | |
| "grad_norm": 48.323463439941406, | |
| "learning_rate": 3e-05, | |
| "loss": 5.3251, | |
| "step": 3 | |
| }, | |
| { | |
| "epoch": 0.0006459687512616577, | |
| "grad_norm": 49.74161148071289, | |
| "learning_rate": 4e-05, | |
| "loss": 4.4457, | |
| "step": 4 | |
| }, | |
| { | |
| "epoch": 0.0008074609390770722, | |
| "grad_norm": 63.7999382019043, | |
| "learning_rate": 5e-05, | |
| "loss": 4.1268, | |
| "step": 5 | |
| }, | |
| { | |
| "epoch": 0.0009689531268924866, | |
| "grad_norm": 27.215686798095703, | |
| "learning_rate": 6e-05, | |
| "loss": 3.2284, | |
| "step": 6 | |
| }, | |
| { | |
| "epoch": 0.001130445314707901, | |
| "grad_norm": 53.638919830322266, | |
| "learning_rate": 7e-05, | |
| "loss": 2.5599, | |
| "step": 7 | |
| }, | |
| { | |
| "epoch": 0.0012919375025233154, | |
| "grad_norm": 19.307762145996094, | |
| "learning_rate": 8e-05, | |
| "loss": 2.2425, | |
| "step": 8 | |
| }, | |
| { | |
| "epoch": 0.0014534296903387298, | |
| "grad_norm": 17.659503936767578, | |
| "learning_rate": 9e-05, | |
| "loss": 2.1483, | |
| "step": 9 | |
| }, | |
| { | |
| "epoch": 0.0016149218781541443, | |
| "grad_norm": 21.160411834716797, | |
| "learning_rate": 0.0001, | |
| "loss": 1.622, | |
| "step": 10 | |
| }, | |
| { | |
| "epoch": 0.0017764140659695586, | |
| "grad_norm": 86.40902709960938, | |
| "learning_rate": 9.999316524962345e-05, | |
| "loss": 2.0168, | |
| "step": 11 | |
| }, | |
| { | |
| "epoch": 0.0019379062537849732, | |
| "grad_norm": 24.150169372558594, | |
| "learning_rate": 9.997266286704631e-05, | |
| "loss": 1.666, | |
| "step": 12 | |
| }, | |
| { | |
| "epoch": 0.0020993984416003875, | |
| "grad_norm": 15.378752708435059, | |
| "learning_rate": 9.993849845741524e-05, | |
| "loss": 1.5135, | |
| "step": 13 | |
| }, | |
| { | |
| "epoch": 0.002260890629415802, | |
| "grad_norm": 22.235591888427734, | |
| "learning_rate": 9.989068136093873e-05, | |
| "loss": 1.2294, | |
| "step": 14 | |
| }, | |
| { | |
| "epoch": 0.0024223828172312166, | |
| "grad_norm": 12.330756187438965, | |
| "learning_rate": 9.98292246503335e-05, | |
| "loss": 1.4264, | |
| "step": 15 | |
| }, | |
| { | |
| "epoch": 0.002583875005046631, | |
| "grad_norm": 13.079683303833008, | |
| "learning_rate": 9.975414512725057e-05, | |
| "loss": 1.6981, | |
| "step": 16 | |
| }, | |
| { | |
| "epoch": 0.002745367192862045, | |
| "grad_norm": 7.713149070739746, | |
| "learning_rate": 9.966546331768191e-05, | |
| "loss": 0.9774, | |
| "step": 17 | |
| }, | |
| { | |
| "epoch": 0.0029068593806774595, | |
| "grad_norm": 7.287616729736328, | |
| "learning_rate": 9.956320346634876e-05, | |
| "loss": 0.9298, | |
| "step": 18 | |
| }, | |
| { | |
| "epoch": 0.0030683515684928743, | |
| "grad_norm": 34.157711029052734, | |
| "learning_rate": 9.944739353007344e-05, | |
| "loss": 1.3756, | |
| "step": 19 | |
| }, | |
| { | |
| "epoch": 0.0032298437563082886, | |
| "grad_norm": 11.063179016113281, | |
| "learning_rate": 9.931806517013612e-05, | |
| "loss": 1.1234, | |
| "step": 20 | |
| }, | |
| { | |
| "epoch": 0.003391335944123703, | |
| "grad_norm": 15.762474060058594, | |
| "learning_rate": 9.917525374361912e-05, | |
| "loss": 1.2058, | |
| "step": 21 | |
| }, | |
| { | |
| "epoch": 0.0035528281319391172, | |
| "grad_norm": 8.26089859008789, | |
| "learning_rate": 9.901899829374047e-05, | |
| "loss": 0.9081, | |
| "step": 22 | |
| }, | |
| { | |
| "epoch": 0.003714320319754532, | |
| "grad_norm": 10.437385559082031, | |
| "learning_rate": 9.884934153917997e-05, | |
| "loss": 1.258, | |
| "step": 23 | |
| }, | |
| { | |
| "epoch": 0.0038758125075699463, | |
| "grad_norm": 8.177536010742188, | |
| "learning_rate": 9.86663298624003e-05, | |
| "loss": 0.8721, | |
| "step": 24 | |
| }, | |
| { | |
| "epoch": 0.004037304695385361, | |
| "grad_norm": 17.914628982543945, | |
| "learning_rate": 9.847001329696653e-05, | |
| "loss": 1.4557, | |
| "step": 25 | |
| }, | |
| { | |
| "epoch": 0.004198796883200775, | |
| "grad_norm": 7.463947772979736, | |
| "learning_rate": 9.826044551386744e-05, | |
| "loss": 1.0969, | |
| "step": 26 | |
| }, | |
| { | |
| "epoch": 0.004360289071016189, | |
| "grad_norm": 5.383772850036621, | |
| "learning_rate": 9.803768380684242e-05, | |
| "loss": 0.6915, | |
| "step": 27 | |
| }, | |
| { | |
| "epoch": 0.004521781258831604, | |
| "grad_norm": 7.699918746948242, | |
| "learning_rate": 9.780178907671789e-05, | |
| "loss": 1.2951, | |
| "step": 28 | |
| }, | |
| { | |
| "epoch": 0.004683273446647019, | |
| "grad_norm": 8.353910446166992, | |
| "learning_rate": 9.755282581475769e-05, | |
| "loss": 0.9308, | |
| "step": 29 | |
| }, | |
| { | |
| "epoch": 0.004844765634462433, | |
| "grad_norm": 6.948275566101074, | |
| "learning_rate": 9.729086208503174e-05, | |
| "loss": 0.9263, | |
| "step": 30 | |
| }, | |
| { | |
| "epoch": 0.0050062578222778474, | |
| "grad_norm": 12.072859764099121, | |
| "learning_rate": 9.701596950580806e-05, | |
| "loss": 1.3808, | |
| "step": 31 | |
| }, | |
| { | |
| "epoch": 0.005167750010093262, | |
| "grad_norm": 7.524881839752197, | |
| "learning_rate": 9.672822322997305e-05, | |
| "loss": 1.0131, | |
| "step": 32 | |
| }, | |
| { | |
| "epoch": 0.005329242197908676, | |
| "grad_norm": 14.655591011047363, | |
| "learning_rate": 9.642770192448536e-05, | |
| "loss": 1.4809, | |
| "step": 33 | |
| }, | |
| { | |
| "epoch": 0.00549073438572409, | |
| "grad_norm": 11.227638244628906, | |
| "learning_rate": 9.611448774886924e-05, | |
| "loss": 1.4832, | |
| "step": 34 | |
| }, | |
| { | |
| "epoch": 0.005652226573539505, | |
| "grad_norm": 7.202654838562012, | |
| "learning_rate": 9.578866633275288e-05, | |
| "loss": 1.0635, | |
| "step": 35 | |
| }, | |
| { | |
| "epoch": 0.005813718761354919, | |
| "grad_norm": 5.849029064178467, | |
| "learning_rate": 9.545032675245813e-05, | |
| "loss": 0.9063, | |
| "step": 36 | |
| }, | |
| { | |
| "epoch": 0.005975210949170334, | |
| "grad_norm": 6.742249965667725, | |
| "learning_rate": 9.509956150664796e-05, | |
| "loss": 1.1368, | |
| "step": 37 | |
| }, | |
| { | |
| "epoch": 0.0061367031369857486, | |
| "grad_norm": 9.29891586303711, | |
| "learning_rate": 9.473646649103818e-05, | |
| "loss": 1.2069, | |
| "step": 38 | |
| }, | |
| { | |
| "epoch": 0.006298195324801163, | |
| "grad_norm": 6.022105693817139, | |
| "learning_rate": 9.43611409721806e-05, | |
| "loss": 0.6348, | |
| "step": 39 | |
| }, | |
| { | |
| "epoch": 0.006459687512616577, | |
| "grad_norm": 7.115547180175781, | |
| "learning_rate": 9.397368756032445e-05, | |
| "loss": 1.1143, | |
| "step": 40 | |
| }, | |
| { | |
| "epoch": 0.0066211797004319915, | |
| "grad_norm": 7.513053894042969, | |
| "learning_rate": 9.357421218136386e-05, | |
| "loss": 1.2402, | |
| "step": 41 | |
| }, | |
| { | |
| "epoch": 0.006782671888247406, | |
| "grad_norm": 6.634003639221191, | |
| "learning_rate": 9.316282404787871e-05, | |
| "loss": 0.791, | |
| "step": 42 | |
| }, | |
| { | |
| "epoch": 0.00694416407606282, | |
| "grad_norm": 7.986715793609619, | |
| "learning_rate": 9.273963562927695e-05, | |
| "loss": 1.1034, | |
| "step": 43 | |
| }, | |
| { | |
| "epoch": 0.0071056562638782345, | |
| "grad_norm": 6.973867893218994, | |
| "learning_rate": 9.230476262104677e-05, | |
| "loss": 1.0277, | |
| "step": 44 | |
| }, | |
| { | |
| "epoch": 0.00726714845169365, | |
| "grad_norm": 7.329861640930176, | |
| "learning_rate": 9.185832391312644e-05, | |
| "loss": 1.1654, | |
| "step": 45 | |
| }, | |
| { | |
| "epoch": 0.007428640639509064, | |
| "grad_norm": 6.630235195159912, | |
| "learning_rate": 9.140044155740101e-05, | |
| "loss": 0.8559, | |
| "step": 46 | |
| }, | |
| { | |
| "epoch": 0.007590132827324478, | |
| "grad_norm": 7.3892621994018555, | |
| "learning_rate": 9.093124073433463e-05, | |
| "loss": 0.9238, | |
| "step": 47 | |
| }, | |
| { | |
| "epoch": 0.007751625015139893, | |
| "grad_norm": 7.5705790519714355, | |
| "learning_rate": 9.045084971874738e-05, | |
| "loss": 1.1495, | |
| "step": 48 | |
| }, | |
| { | |
| "epoch": 0.007913117202955308, | |
| "grad_norm": 7.095438480377197, | |
| "learning_rate": 8.995939984474624e-05, | |
| "loss": 1.2315, | |
| "step": 49 | |
| }, | |
| { | |
| "epoch": 0.008074609390770721, | |
| "grad_norm": 9.232726097106934, | |
| "learning_rate": 8.945702546981969e-05, | |
| "loss": 1.279, | |
| "step": 50 | |
| }, | |
| { | |
| "epoch": 0.008074609390770721, | |
| "eval_loss": 0.2697645127773285, | |
| "eval_runtime": 773.8817, | |
| "eval_samples_per_second": 13.476, | |
| "eval_steps_per_second": 3.37, | |
| "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": 7.15499809800192e+16, | |
| "train_batch_size": 8, | |
| "trial_name": null, | |
| "trial_params": null | |
| } | |