lesso08's picture
Training in progress, step 25, checkpoint
5871fd6 verified
{
"best_metric": 1.9018210172653198,
"best_model_checkpoint": "miner_id_24/checkpoint-25",
"epoch": 0.0057185337679419,
"eval_steps": 5,
"global_step": 25,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.00022874135071767598,
"grad_norm": 3.1676807403564453,
"learning_rate": 2e-05,
"loss": 15.7884,
"step": 1
},
{
"epoch": 0.00022874135071767598,
"eval_loss": 4.049134254455566,
"eval_runtime": 317.0162,
"eval_samples_per_second": 5.807,
"eval_steps_per_second": 2.905,
"step": 1
},
{
"epoch": 0.00045748270143535196,
"grad_norm": 3.3963818550109863,
"learning_rate": 4e-05,
"loss": 15.5728,
"step": 2
},
{
"epoch": 0.0006862240521530279,
"grad_norm": 3.2129127979278564,
"learning_rate": 6e-05,
"loss": 14.4822,
"step": 3
},
{
"epoch": 0.0009149654028707039,
"grad_norm": 3.7225141525268555,
"learning_rate": 8e-05,
"loss": 17.6575,
"step": 4
},
{
"epoch": 0.00114370675358838,
"grad_norm": 3.091374397277832,
"learning_rate": 0.0001,
"loss": 15.4111,
"step": 5
},
{
"epoch": 0.00114370675358838,
"eval_loss": 4.0190510749816895,
"eval_runtime": 316.0493,
"eval_samples_per_second": 5.825,
"eval_steps_per_second": 2.914,
"step": 5
},
{
"epoch": 0.0013724481043060558,
"grad_norm": 3.7836978435516357,
"learning_rate": 0.00012,
"loss": 15.3633,
"step": 6
},
{
"epoch": 0.0016011894550237318,
"grad_norm": 4.331509590148926,
"learning_rate": 0.00014,
"loss": 14.4719,
"step": 7
},
{
"epoch": 0.0018299308057414079,
"grad_norm": 6.673212051391602,
"learning_rate": 0.00016,
"loss": 19.2312,
"step": 8
},
{
"epoch": 0.002058672156459084,
"grad_norm": 6.4779863357543945,
"learning_rate": 0.00018,
"loss": 16.3462,
"step": 9
},
{
"epoch": 0.00228741350717676,
"grad_norm": 6.56136417388916,
"learning_rate": 0.0002,
"loss": 12.3944,
"step": 10
},
{
"epoch": 0.00228741350717676,
"eval_loss": 3.267272472381592,
"eval_runtime": 316.0973,
"eval_samples_per_second": 5.824,
"eval_steps_per_second": 2.914,
"step": 10
},
{
"epoch": 0.0025161548578944357,
"grad_norm": 7.548186779022217,
"learning_rate": 0.00019781476007338058,
"loss": 14.214,
"step": 11
},
{
"epoch": 0.0027448962086121117,
"grad_norm": 10.005125999450684,
"learning_rate": 0.0001913545457642601,
"loss": 14.8289,
"step": 12
},
{
"epoch": 0.0029736375593297877,
"grad_norm": 7.77647590637207,
"learning_rate": 0.00018090169943749476,
"loss": 10.9902,
"step": 13
},
{
"epoch": 0.0032023789100474637,
"grad_norm": 9.317489624023438,
"learning_rate": 0.00016691306063588583,
"loss": 11.2201,
"step": 14
},
{
"epoch": 0.0034311202607651397,
"grad_norm": 8.553632736206055,
"learning_rate": 0.00015000000000000001,
"loss": 9.4567,
"step": 15
},
{
"epoch": 0.0034311202607651397,
"eval_loss": 2.2402334213256836,
"eval_runtime": 317.5791,
"eval_samples_per_second": 5.797,
"eval_steps_per_second": 2.9,
"step": 15
},
{
"epoch": 0.0036598616114828157,
"grad_norm": 7.3252387046813965,
"learning_rate": 0.00013090169943749476,
"loss": 6.2007,
"step": 16
},
{
"epoch": 0.0038886029622004917,
"grad_norm": 9.066070556640625,
"learning_rate": 0.00011045284632676536,
"loss": 7.0014,
"step": 17
},
{
"epoch": 0.004117344312918168,
"grad_norm": 13.760567665100098,
"learning_rate": 8.954715367323468e-05,
"loss": 9.2674,
"step": 18
},
{
"epoch": 0.004346085663635844,
"grad_norm": 9.562538146972656,
"learning_rate": 6.909830056250527e-05,
"loss": 8.6528,
"step": 19
},
{
"epoch": 0.00457482701435352,
"grad_norm": 12.553031921386719,
"learning_rate": 5.000000000000002e-05,
"loss": 9.9563,
"step": 20
},
{
"epoch": 0.00457482701435352,
"eval_loss": 1.9547957181930542,
"eval_runtime": 317.0485,
"eval_samples_per_second": 5.807,
"eval_steps_per_second": 2.905,
"step": 20
},
{
"epoch": 0.004803568365071196,
"grad_norm": 10.91247844696045,
"learning_rate": 3.308693936411421e-05,
"loss": 6.3325,
"step": 21
},
{
"epoch": 0.005032309715788871,
"grad_norm": 10.488737106323242,
"learning_rate": 1.9098300562505266e-05,
"loss": 8.6445,
"step": 22
},
{
"epoch": 0.005261051066506548,
"grad_norm": 9.67850399017334,
"learning_rate": 8.645454235739903e-06,
"loss": 6.8417,
"step": 23
},
{
"epoch": 0.005489792417224223,
"grad_norm": 9.22018814086914,
"learning_rate": 2.1852399266194314e-06,
"loss": 5.6596,
"step": 24
},
{
"epoch": 0.0057185337679419,
"grad_norm": 10.53501033782959,
"learning_rate": 0.0,
"loss": 7.4384,
"step": 25
},
{
"epoch": 0.0057185337679419,
"eval_loss": 1.9018210172653198,
"eval_runtime": 317.3453,
"eval_samples_per_second": 5.801,
"eval_steps_per_second": 2.902,
"step": 25
}
],
"logging_steps": 1,
"max_steps": 25,
"num_input_tokens_seen": 0,
"num_train_epochs": 1,
"save_steps": 10,
"stateful_callbacks": {
"EarlyStoppingCallback": {
"args": {
"early_stopping_patience": 2,
"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": 8493418414080000.0,
"train_batch_size": 2,
"trial_name": null,
"trial_params": null
}