| { | |
| "best_metric": 0.04590430483222008, | |
| "best_model_checkpoint": "miner_id_24/checkpoint-50", | |
| "epoch": 0.004492564805247316, | |
| "eval_steps": 50, | |
| "global_step": 50, | |
| "is_hyper_param_search": false, | |
| "is_local_process_zero": true, | |
| "is_world_process_zero": true, | |
| "log_history": [ | |
| { | |
| "epoch": 8.985129610494631e-05, | |
| "grad_norm": 2.388788938522339, | |
| "learning_rate": 1e-05, | |
| "loss": 1.5408, | |
| "step": 1 | |
| }, | |
| { | |
| "epoch": 8.985129610494631e-05, | |
| "eval_loss": 1.4799306392669678, | |
| "eval_runtime": 901.4276, | |
| "eval_samples_per_second": 20.795, | |
| "eval_steps_per_second": 5.2, | |
| "step": 1 | |
| }, | |
| { | |
| "epoch": 0.00017970259220989262, | |
| "grad_norm": 2.8213908672332764, | |
| "learning_rate": 2e-05, | |
| "loss": 1.7609, | |
| "step": 2 | |
| }, | |
| { | |
| "epoch": 0.00026955388831483896, | |
| "grad_norm": 3.2226476669311523, | |
| "learning_rate": 3e-05, | |
| "loss": 2.1178, | |
| "step": 3 | |
| }, | |
| { | |
| "epoch": 0.00035940518441978525, | |
| "grad_norm": 3.3700153827667236, | |
| "learning_rate": 4e-05, | |
| "loss": 2.1118, | |
| "step": 4 | |
| }, | |
| { | |
| "epoch": 0.0004492564805247316, | |
| "grad_norm": 3.527953624725342, | |
| "learning_rate": 5e-05, | |
| "loss": 1.9904, | |
| "step": 5 | |
| }, | |
| { | |
| "epoch": 0.0005391077766296779, | |
| "grad_norm": 3.702324390411377, | |
| "learning_rate": 6e-05, | |
| "loss": 1.9364, | |
| "step": 6 | |
| }, | |
| { | |
| "epoch": 0.0006289590727346242, | |
| "grad_norm": 3.1446261405944824, | |
| "learning_rate": 7e-05, | |
| "loss": 1.5929, | |
| "step": 7 | |
| }, | |
| { | |
| "epoch": 0.0007188103688395705, | |
| "grad_norm": 2.7797582149505615, | |
| "learning_rate": 8e-05, | |
| "loss": 1.3322, | |
| "step": 8 | |
| }, | |
| { | |
| "epoch": 0.0008086616649445168, | |
| "grad_norm": 1.7103683948516846, | |
| "learning_rate": 9e-05, | |
| "loss": 0.9137, | |
| "step": 9 | |
| }, | |
| { | |
| "epoch": 0.0008985129610494632, | |
| "grad_norm": 1.6252132654190063, | |
| "learning_rate": 0.0001, | |
| "loss": 0.9555, | |
| "step": 10 | |
| }, | |
| { | |
| "epoch": 0.0009883642571544094, | |
| "grad_norm": 2.3974406719207764, | |
| "learning_rate": 9.999316524962345e-05, | |
| "loss": 0.804, | |
| "step": 11 | |
| }, | |
| { | |
| "epoch": 0.0010782155532593559, | |
| "grad_norm": 1.7891347408294678, | |
| "learning_rate": 9.997266286704631e-05, | |
| "loss": 0.7281, | |
| "step": 12 | |
| }, | |
| { | |
| "epoch": 0.0011680668493643021, | |
| "grad_norm": 1.5614227056503296, | |
| "learning_rate": 9.993849845741524e-05, | |
| "loss": 0.6241, | |
| "step": 13 | |
| }, | |
| { | |
| "epoch": 0.0012579181454692484, | |
| "grad_norm": 1.5713458061218262, | |
| "learning_rate": 9.989068136093873e-05, | |
| "loss": 0.462, | |
| "step": 14 | |
| }, | |
| { | |
| "epoch": 0.0013477694415741947, | |
| "grad_norm": 1.1358058452606201, | |
| "learning_rate": 9.98292246503335e-05, | |
| "loss": 0.3021, | |
| "step": 15 | |
| }, | |
| { | |
| "epoch": 0.001437620737679141, | |
| "grad_norm": 1.0922521352767944, | |
| "learning_rate": 9.975414512725057e-05, | |
| "loss": 0.2806, | |
| "step": 16 | |
| }, | |
| { | |
| "epoch": 0.0015274720337840873, | |
| "grad_norm": 1.394178032875061, | |
| "learning_rate": 9.966546331768191e-05, | |
| "loss": 0.3656, | |
| "step": 17 | |
| }, | |
| { | |
| "epoch": 0.0016173233298890336, | |
| "grad_norm": 1.058937907218933, | |
| "learning_rate": 9.956320346634876e-05, | |
| "loss": 0.1882, | |
| "step": 18 | |
| }, | |
| { | |
| "epoch": 0.00170717462599398, | |
| "grad_norm": 1.3172550201416016, | |
| "learning_rate": 9.944739353007344e-05, | |
| "loss": 0.2863, | |
| "step": 19 | |
| }, | |
| { | |
| "epoch": 0.0017970259220989263, | |
| "grad_norm": 1.8061860799789429, | |
| "learning_rate": 9.931806517013612e-05, | |
| "loss": 0.349, | |
| "step": 20 | |
| }, | |
| { | |
| "epoch": 0.0018868772182038726, | |
| "grad_norm": 1.3081026077270508, | |
| "learning_rate": 9.917525374361912e-05, | |
| "loss": 0.1169, | |
| "step": 21 | |
| }, | |
| { | |
| "epoch": 0.0019767285143088187, | |
| "grad_norm": 1.8801676034927368, | |
| "learning_rate": 9.901899829374047e-05, | |
| "loss": 0.3773, | |
| "step": 22 | |
| }, | |
| { | |
| "epoch": 0.0020665798104137654, | |
| "grad_norm": 1.2898595333099365, | |
| "learning_rate": 9.884934153917997e-05, | |
| "loss": 0.1644, | |
| "step": 23 | |
| }, | |
| { | |
| "epoch": 0.0021564311065187117, | |
| "grad_norm": 2.21494197845459, | |
| "learning_rate": 9.86663298624003e-05, | |
| "loss": 0.2302, | |
| "step": 24 | |
| }, | |
| { | |
| "epoch": 0.002246282402623658, | |
| "grad_norm": 1.060278296470642, | |
| "learning_rate": 9.847001329696653e-05, | |
| "loss": 0.1159, | |
| "step": 25 | |
| }, | |
| { | |
| "epoch": 0.0023361336987286043, | |
| "grad_norm": 1.4339865446090698, | |
| "learning_rate": 9.826044551386744e-05, | |
| "loss": 0.1716, | |
| "step": 26 | |
| }, | |
| { | |
| "epoch": 0.0024259849948335506, | |
| "grad_norm": 0.9997158646583557, | |
| "learning_rate": 9.803768380684242e-05, | |
| "loss": 0.037, | |
| "step": 27 | |
| }, | |
| { | |
| "epoch": 0.002515836290938497, | |
| "grad_norm": 2.287733554840088, | |
| "learning_rate": 9.780178907671789e-05, | |
| "loss": 0.1358, | |
| "step": 28 | |
| }, | |
| { | |
| "epoch": 0.002605687587043443, | |
| "grad_norm": 0.4436582028865814, | |
| "learning_rate": 9.755282581475769e-05, | |
| "loss": 0.0291, | |
| "step": 29 | |
| }, | |
| { | |
| "epoch": 0.0026955388831483894, | |
| "grad_norm": 0.5807464718818665, | |
| "learning_rate": 9.729086208503174e-05, | |
| "loss": 0.0194, | |
| "step": 30 | |
| }, | |
| { | |
| "epoch": 0.0027853901792533357, | |
| "grad_norm": 1.409766435623169, | |
| "learning_rate": 9.701596950580806e-05, | |
| "loss": 0.0657, | |
| "step": 31 | |
| }, | |
| { | |
| "epoch": 0.002875241475358282, | |
| "grad_norm": 1.207972526550293, | |
| "learning_rate": 9.672822322997305e-05, | |
| "loss": 0.1951, | |
| "step": 32 | |
| }, | |
| { | |
| "epoch": 0.0029650927714632283, | |
| "grad_norm": 0.8214380741119385, | |
| "learning_rate": 9.642770192448536e-05, | |
| "loss": 0.1156, | |
| "step": 33 | |
| }, | |
| { | |
| "epoch": 0.0030549440675681746, | |
| "grad_norm": 1.9357601404190063, | |
| "learning_rate": 9.611448774886924e-05, | |
| "loss": 0.0873, | |
| "step": 34 | |
| }, | |
| { | |
| "epoch": 0.003144795363673121, | |
| "grad_norm": 2.1450936794281006, | |
| "learning_rate": 9.578866633275288e-05, | |
| "loss": 0.2288, | |
| "step": 35 | |
| }, | |
| { | |
| "epoch": 0.003234646659778067, | |
| "grad_norm": 0.5352392792701721, | |
| "learning_rate": 9.545032675245813e-05, | |
| "loss": 0.0288, | |
| "step": 36 | |
| }, | |
| { | |
| "epoch": 0.0033244979558830134, | |
| "grad_norm": 2.8170526027679443, | |
| "learning_rate": 9.509956150664796e-05, | |
| "loss": 0.3828, | |
| "step": 37 | |
| }, | |
| { | |
| "epoch": 0.00341434925198796, | |
| "grad_norm": 1.006988286972046, | |
| "learning_rate": 9.473646649103818e-05, | |
| "loss": 0.0432, | |
| "step": 38 | |
| }, | |
| { | |
| "epoch": 0.0035042005480929064, | |
| "grad_norm": 1.629753828048706, | |
| "learning_rate": 9.43611409721806e-05, | |
| "loss": 0.2112, | |
| "step": 39 | |
| }, | |
| { | |
| "epoch": 0.0035940518441978527, | |
| "grad_norm": 1.1105238199234009, | |
| "learning_rate": 9.397368756032445e-05, | |
| "loss": 0.073, | |
| "step": 40 | |
| }, | |
| { | |
| "epoch": 0.003683903140302799, | |
| "grad_norm": 2.558805465698242, | |
| "learning_rate": 9.357421218136386e-05, | |
| "loss": 0.4426, | |
| "step": 41 | |
| }, | |
| { | |
| "epoch": 0.0037737544364077453, | |
| "grad_norm": 1.6937123537063599, | |
| "learning_rate": 9.316282404787871e-05, | |
| "loss": 0.0511, | |
| "step": 42 | |
| }, | |
| { | |
| "epoch": 0.0038636057325126916, | |
| "grad_norm": 0.47619715332984924, | |
| "learning_rate": 9.273963562927695e-05, | |
| "loss": 0.0292, | |
| "step": 43 | |
| }, | |
| { | |
| "epoch": 0.003953457028617637, | |
| "grad_norm": 3.6469249725341797, | |
| "learning_rate": 9.230476262104677e-05, | |
| "loss": 0.1238, | |
| "step": 44 | |
| }, | |
| { | |
| "epoch": 0.0040433083247225846, | |
| "grad_norm": 1.2075451612472534, | |
| "learning_rate": 9.185832391312644e-05, | |
| "loss": 0.0635, | |
| "step": 45 | |
| }, | |
| { | |
| "epoch": 0.004133159620827531, | |
| "grad_norm": 2.7494451999664307, | |
| "learning_rate": 9.140044155740101e-05, | |
| "loss": 0.4871, | |
| "step": 46 | |
| }, | |
| { | |
| "epoch": 0.004223010916932477, | |
| "grad_norm": 3.211578607559204, | |
| "learning_rate": 9.093124073433463e-05, | |
| "loss": 0.4836, | |
| "step": 47 | |
| }, | |
| { | |
| "epoch": 0.004312862213037423, | |
| "grad_norm": 3.217000722885132, | |
| "learning_rate": 9.045084971874738e-05, | |
| "loss": 0.3402, | |
| "step": 48 | |
| }, | |
| { | |
| "epoch": 0.00440271350914237, | |
| "grad_norm": 6.685438632965088, | |
| "learning_rate": 8.995939984474624e-05, | |
| "loss": 1.1275, | |
| "step": 49 | |
| }, | |
| { | |
| "epoch": 0.004492564805247316, | |
| "grad_norm": 40.79585647583008, | |
| "learning_rate": 8.945702546981969e-05, | |
| "loss": 6.6405, | |
| "step": 50 | |
| }, | |
| { | |
| "epoch": 0.004492564805247316, | |
| "eval_loss": 0.04590430483222008, | |
| "eval_runtime": 906.7297, | |
| "eval_samples_per_second": 20.673, | |
| "eval_steps_per_second": 5.169, | |
| "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": 3.77695431032832e+16, | |
| "train_batch_size": 8, | |
| "trial_name": null, | |
| "trial_params": null | |
| } | |