| { | |
| "best_metric": 2.094954013824463, | |
| "best_model_checkpoint": "miner_id_24/checkpoint-25", | |
| "epoch": 3.222811671087533, | |
| "eval_steps": 25, | |
| "global_step": 36, | |
| "is_hyper_param_search": false, | |
| "is_local_process_zero": true, | |
| "is_world_process_zero": true, | |
| "log_history": [ | |
| { | |
| "epoch": 0.08488063660477453, | |
| "grad_norm": 0.12002389878034592, | |
| "learning_rate": 5e-05, | |
| "loss": 2.2742, | |
| "step": 1 | |
| }, | |
| { | |
| "epoch": 0.08488063660477453, | |
| "eval_loss": 2.1513986587524414, | |
| "eval_runtime": 4.7216, | |
| "eval_samples_per_second": 10.59, | |
| "eval_steps_per_second": 2.753, | |
| "step": 1 | |
| }, | |
| { | |
| "epoch": 0.16976127320954906, | |
| "grad_norm": 0.17900092899799347, | |
| "learning_rate": 0.0001, | |
| "loss": 2.1604, | |
| "step": 2 | |
| }, | |
| { | |
| "epoch": 0.2546419098143236, | |
| "grad_norm": 0.14636743068695068, | |
| "learning_rate": 9.980803793327656e-05, | |
| "loss": 2.2179, | |
| "step": 3 | |
| }, | |
| { | |
| "epoch": 0.3395225464190981, | |
| "grad_norm": 0.10462091863155365, | |
| "learning_rate": 9.923378948577559e-05, | |
| "loss": 2.2717, | |
| "step": 4 | |
| }, | |
| { | |
| "epoch": 0.4244031830238727, | |
| "grad_norm": 0.1517457813024521, | |
| "learning_rate": 9.828215394277687e-05, | |
| "loss": 2.1433, | |
| "step": 5 | |
| }, | |
| { | |
| "epoch": 0.5092838196286472, | |
| "grad_norm": 0.14133864641189575, | |
| "learning_rate": 9.6961250323196e-05, | |
| "loss": 2.2333, | |
| "step": 6 | |
| }, | |
| { | |
| "epoch": 0.5941644562334217, | |
| "grad_norm": 0.10418941080570221, | |
| "learning_rate": 9.528234811097782e-05, | |
| "loss": 2.2441, | |
| "step": 7 | |
| }, | |
| { | |
| "epoch": 0.6790450928381963, | |
| "grad_norm": 0.11729644984006882, | |
| "learning_rate": 9.325977110783264e-05, | |
| "loss": 2.1386, | |
| "step": 8 | |
| }, | |
| { | |
| "epoch": 0.7639257294429708, | |
| "grad_norm": 0.08230055123567581, | |
| "learning_rate": 9.091077522761079e-05, | |
| "loss": 2.2584, | |
| "step": 9 | |
| }, | |
| { | |
| "epoch": 0.8488063660477454, | |
| "grad_norm": 0.07856307923793793, | |
| "learning_rate": 8.825540127492967e-05, | |
| "loss": 2.1814, | |
| "step": 10 | |
| }, | |
| { | |
| "epoch": 0.9336870026525199, | |
| "grad_norm": 0.11600150913000107, | |
| "learning_rate": 8.531630396409507e-05, | |
| "loss": 2.1375, | |
| "step": 11 | |
| }, | |
| { | |
| "epoch": 1.0742705570291777, | |
| "grad_norm": 0.1849120408296585, | |
| "learning_rate": 8.211855863706654e-05, | |
| "loss": 4.1666, | |
| "step": 12 | |
| }, | |
| { | |
| "epoch": 1.1591511936339522, | |
| "grad_norm": 0.07409236580133438, | |
| "learning_rate": 7.868944732948101e-05, | |
| "loss": 2.235, | |
| "step": 13 | |
| }, | |
| { | |
| "epoch": 1.2440318302387268, | |
| "grad_norm": 0.0782167986035347, | |
| "learning_rate": 7.505822600994424e-05, | |
| "loss": 1.835, | |
| "step": 14 | |
| }, | |
| { | |
| "epoch": 1.3289124668435013, | |
| "grad_norm": 0.07705681771039963, | |
| "learning_rate": 7.12558749784219e-05, | |
| "loss": 2.4316, | |
| "step": 15 | |
| }, | |
| { | |
| "epoch": 1.4137931034482758, | |
| "grad_norm": 0.08502890914678574, | |
| "learning_rate": 6.731483455324374e-05, | |
| "loss": 2.1509, | |
| "step": 16 | |
| }, | |
| { | |
| "epoch": 1.4986737400530503, | |
| "grad_norm": 0.07604850828647614, | |
| "learning_rate": 6.326872830174567e-05, | |
| "loss": 1.937, | |
| "step": 17 | |
| }, | |
| { | |
| "epoch": 1.5835543766578248, | |
| "grad_norm": 0.073122538626194, | |
| "learning_rate": 5.9152076175848594e-05, | |
| "loss": 2.4231, | |
| "step": 18 | |
| }, | |
| { | |
| "epoch": 1.6684350132625996, | |
| "grad_norm": 0.09054360538721085, | |
| "learning_rate": 5.500000000000001e-05, | |
| "loss": 2.0867, | |
| "step": 19 | |
| }, | |
| { | |
| "epoch": 1.7533156498673739, | |
| "grad_norm": 0.06820787489414215, | |
| "learning_rate": 5.0847923824151424e-05, | |
| "loss": 2.0863, | |
| "step": 20 | |
| }, | |
| { | |
| "epoch": 1.8381962864721486, | |
| "grad_norm": 0.07369405776262283, | |
| "learning_rate": 4.673127169825433e-05, | |
| "loss": 2.3486, | |
| "step": 21 | |
| }, | |
| { | |
| "epoch": 1.9230769230769231, | |
| "grad_norm": 0.09896031022071838, | |
| "learning_rate": 4.268516544675628e-05, | |
| "loss": 2.1206, | |
| "step": 22 | |
| }, | |
| { | |
| "epoch": 2.0636604774535807, | |
| "grad_norm": 0.1900065690279007, | |
| "learning_rate": 3.8744125021578126e-05, | |
| "loss": 4.1672, | |
| "step": 23 | |
| }, | |
| { | |
| "epoch": 2.1485411140583555, | |
| "grad_norm": 0.07839789986610413, | |
| "learning_rate": 3.494177399005578e-05, | |
| "loss": 2.2505, | |
| "step": 24 | |
| }, | |
| { | |
| "epoch": 2.2334217506631298, | |
| "grad_norm": 0.07381237298250198, | |
| "learning_rate": 3.1310552670518986e-05, | |
| "loss": 1.4279, | |
| "step": 25 | |
| }, | |
| { | |
| "epoch": 2.2334217506631298, | |
| "eval_loss": 2.094954013824463, | |
| "eval_runtime": 4.1627, | |
| "eval_samples_per_second": 12.011, | |
| "eval_steps_per_second": 3.123, | |
| "step": 25 | |
| }, | |
| { | |
| "epoch": 2.3183023872679045, | |
| "grad_norm": 0.08489442616701126, | |
| "learning_rate": 2.7881441362933468e-05, | |
| "loss": 2.8181, | |
| "step": 26 | |
| }, | |
| { | |
| "epoch": 2.4031830238726792, | |
| "grad_norm": 0.08466842770576477, | |
| "learning_rate": 2.4683696035904928e-05, | |
| "loss": 2.1872, | |
| "step": 27 | |
| }, | |
| { | |
| "epoch": 2.4880636604774535, | |
| "grad_norm": 0.06858357042074203, | |
| "learning_rate": 2.1744598725070347e-05, | |
| "loss": 1.7205, | |
| "step": 28 | |
| }, | |
| { | |
| "epoch": 2.5729442970822283, | |
| "grad_norm": 0.08000484853982925, | |
| "learning_rate": 1.9089224772389225e-05, | |
| "loss": 2.5778, | |
| "step": 29 | |
| }, | |
| { | |
| "epoch": 2.6578249336870026, | |
| "grad_norm": 0.08722012490034103, | |
| "learning_rate": 1.674022889216737e-05, | |
| "loss": 2.1332, | |
| "step": 30 | |
| }, | |
| { | |
| "epoch": 2.7427055702917773, | |
| "grad_norm": 0.0678829699754715, | |
| "learning_rate": 1.4717651889022202e-05, | |
| "loss": 1.8788, | |
| "step": 31 | |
| }, | |
| { | |
| "epoch": 2.8275862068965516, | |
| "grad_norm": 0.07839219272136688, | |
| "learning_rate": 1.3038749676803994e-05, | |
| "loss": 2.4007, | |
| "step": 32 | |
| }, | |
| { | |
| "epoch": 2.9124668435013263, | |
| "grad_norm": 0.10335433483123779, | |
| "learning_rate": 1.1717846057223144e-05, | |
| "loss": 2.1551, | |
| "step": 33 | |
| }, | |
| { | |
| "epoch": 3.053050397877984, | |
| "grad_norm": 0.183010995388031, | |
| "learning_rate": 1.076621051422442e-05, | |
| "loss": 3.9227, | |
| "step": 34 | |
| }, | |
| { | |
| "epoch": 3.1379310344827585, | |
| "grad_norm": 0.07784668356180191, | |
| "learning_rate": 1.019196206672345e-05, | |
| "loss": 2.3547, | |
| "step": 35 | |
| }, | |
| { | |
| "epoch": 3.222811671087533, | |
| "grad_norm": 0.07166790962219238, | |
| "learning_rate": 1e-05, | |
| "loss": 1.5116, | |
| "step": 36 | |
| } | |
| ], | |
| "logging_steps": 1, | |
| "max_steps": 36, | |
| "num_input_tokens_seen": 0, | |
| "num_train_epochs": 4, | |
| "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": 5.985801431154688e+17, | |
| "train_batch_size": 1, | |
| "trial_name": null, | |
| "trial_params": null | |
| } | |