kk-aivio's picture
Training in progress, step 200, checkpoint
a2008ef verified
{
"best_metric": null,
"best_model_checkpoint": null,
"epoch": 0.29038112522686027,
"eval_steps": 50,
"global_step": 200,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.0014519056261343012,
"eval_loss": 5.956166744232178,
"eval_runtime": 10.0522,
"eval_samples_per_second": 28.849,
"eval_steps_per_second": 14.425,
"step": 1
},
{
"epoch": 0.014519056261343012,
"grad_norm": 1.2935727834701538,
"learning_rate": 0.00019967573081342103,
"loss": 5.8948,
"step": 10
},
{
"epoch": 0.029038112522686024,
"grad_norm": 0.9941825270652771,
"learning_rate": 0.0001970941817426052,
"loss": 5.9223,
"step": 20
},
{
"epoch": 0.043557168784029036,
"grad_norm": 1.121877908706665,
"learning_rate": 0.00019199794436588243,
"loss": 5.027,
"step": 30
},
{
"epoch": 0.05807622504537205,
"grad_norm": 1.5708129405975342,
"learning_rate": 0.0001845190085543795,
"loss": 5.5017,
"step": 40
},
{
"epoch": 0.07259528130671507,
"grad_norm": 1.9266424179077148,
"learning_rate": 0.00017485107481711012,
"loss": 5.2512,
"step": 50
},
{
"epoch": 0.07259528130671507,
"eval_loss": 4.811445236206055,
"eval_runtime": 9.4627,
"eval_samples_per_second": 30.647,
"eval_steps_per_second": 15.323,
"step": 50
},
{
"epoch": 0.08711433756805807,
"grad_norm": 3.0178332328796387,
"learning_rate": 0.00016324453755953773,
"loss": 5.0281,
"step": 60
},
{
"epoch": 0.10163339382940109,
"grad_norm": 5.907054901123047,
"learning_rate": 0.00015000000000000001,
"loss": 4.7945,
"step": 70
},
{
"epoch": 0.1161524500907441,
"grad_norm": 4.798269748687744,
"learning_rate": 0.00013546048870425356,
"loss": 3.874,
"step": 80
},
{
"epoch": 0.1306715063520871,
"grad_norm": 6.5533576011657715,
"learning_rate": 0.00012000256937760445,
"loss": 3.6984,
"step": 90
},
{
"epoch": 0.14519056261343014,
"grad_norm": 4.253799915313721,
"learning_rate": 0.00010402659401094152,
"loss": 3.6303,
"step": 100
},
{
"epoch": 0.14519056261343014,
"eval_loss": 3.2204811573028564,
"eval_runtime": 9.459,
"eval_samples_per_second": 30.659,
"eval_steps_per_second": 15.329,
"step": 100
},
{
"epoch": 0.15970961887477314,
"grad_norm": 6.844799995422363,
"learning_rate": 8.79463319744677e-05,
"loss": 3.8731,
"step": 110
},
{
"epoch": 0.17422867513611615,
"grad_norm": 7.042694568634033,
"learning_rate": 7.217825360835473e-05,
"loss": 3.321,
"step": 120
},
{
"epoch": 0.18874773139745918,
"grad_norm": 5.778402805328369,
"learning_rate": 5.713074385969457e-05,
"loss": 2.6964,
"step": 130
},
{
"epoch": 0.20326678765880218,
"grad_norm": 6.522513389587402,
"learning_rate": 4.3193525326884435e-05,
"loss": 2.7133,
"step": 140
},
{
"epoch": 0.2177858439201452,
"grad_norm": 8.259108543395996,
"learning_rate": 3.072756464904006e-05,
"loss": 2.9013,
"step": 150
},
{
"epoch": 0.2177858439201452,
"eval_loss": 2.0801122188568115,
"eval_runtime": 9.4829,
"eval_samples_per_second": 30.582,
"eval_steps_per_second": 15.291,
"step": 150
},
{
"epoch": 0.2323049001814882,
"grad_norm": 9.756109237670898,
"learning_rate": 2.0055723659649904e-05,
"loss": 3.0355,
"step": 160
},
{
"epoch": 0.24682395644283123,
"grad_norm": 6.9620466232299805,
"learning_rate": 1.1454397434679021e-05,
"loss": 1.9431,
"step": 170
},
{
"epoch": 0.2613430127041742,
"grad_norm": 7.356261730194092,
"learning_rate": 5.146355805285452e-06,
"loss": 1.8571,
"step": 180
},
{
"epoch": 0.27586206896551724,
"grad_norm": 6.641462326049805,
"learning_rate": 1.2949737362087156e-06,
"loss": 2.0129,
"step": 190
},
{
"epoch": 0.29038112522686027,
"grad_norm": 7.481417655944824,
"learning_rate": 0.0,
"loss": 2.2513,
"step": 200
},
{
"epoch": 0.29038112522686027,
"eval_loss": 1.837255835533142,
"eval_runtime": 9.5016,
"eval_samples_per_second": 30.521,
"eval_steps_per_second": 15.261,
"step": 200
}
],
"logging_steps": 10,
"max_steps": 200,
"num_input_tokens_seen": 0,
"num_train_epochs": 1,
"save_steps": 50,
"stateful_callbacks": {
"TrainerControl": {
"args": {
"should_epoch_stop": false,
"should_evaluate": false,
"should_log": false,
"should_save": true,
"should_training_stop": true
},
"attributes": {}
}
},
"total_flos": 3.69912849629184e+16,
"train_batch_size": 2,
"trial_name": null,
"trial_params": null
}