DorinSht's picture
Training in progress, step 9000, checkpoint
f1d5f87 verified
raw
history blame contribute delete
No virus
6.21 kB
{
"best_metric": null,
"best_model_checkpoint": null,
"epoch": 2.379693283976732,
"eval_steps": 1000,
"global_step": 9000,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.13220518244315177,
"grad_norm": 0.8546391725540161,
"learning_rate": 8.816009873931059e-05,
"loss": 5.1118,
"step": 500
},
{
"epoch": 0.26441036488630354,
"grad_norm": 0.8593688607215881,
"learning_rate": 9.59831475011252e-05,
"loss": 3.406,
"step": 1000
},
{
"epoch": 0.26441036488630354,
"eval_accuracy": 0.5035306174465283,
"eval_loss": 3.23445987701416,
"eval_runtime": 74.0522,
"eval_samples_per_second": 24.847,
"eval_steps_per_second": 0.527,
"step": 1000
},
{
"epoch": 0.3966155473294553,
"grad_norm": 0.9617258906364441,
"learning_rate": 9.134314230431938e-05,
"loss": 3.0005,
"step": 1500
},
{
"epoch": 0.5288207297726071,
"grad_norm": 0.8953185677528381,
"learning_rate": 8.670313710751356e-05,
"loss": 2.8119,
"step": 2000
},
{
"epoch": 0.5288207297726071,
"eval_accuracy": 0.5365118094348038,
"eval_loss": 2.821384906768799,
"eval_runtime": 72.8065,
"eval_samples_per_second": 25.272,
"eval_steps_per_second": 0.536,
"step": 2000
},
{
"epoch": 0.6610259122157589,
"grad_norm": 1.4154396057128906,
"learning_rate": 8.206313191070773e-05,
"loss": 2.686,
"step": 2500
},
{
"epoch": 0.7932310946589106,
"grad_norm": 1.821349024772644,
"learning_rate": 7.742312671390191e-05,
"loss": 2.607,
"step": 3000
},
{
"epoch": 0.7932310946589106,
"eval_accuracy": 0.5497897240925214,
"eval_loss": 2.657219886779785,
"eval_runtime": 72.9553,
"eval_samples_per_second": 25.221,
"eval_steps_per_second": 0.535,
"step": 3000
},
{
"epoch": 0.9254362771020624,
"grad_norm": 2.0297396183013916,
"learning_rate": 7.278312151709609e-05,
"loss": 2.5642,
"step": 3500
},
{
"epoch": 1.0576414595452142,
"grad_norm": 2.8318285942077637,
"learning_rate": 6.814311632029027e-05,
"loss": 2.4734,
"step": 4000
},
{
"epoch": 1.0576414595452142,
"eval_accuracy": 0.5582058048894458,
"eval_loss": 2.5735702514648438,
"eval_runtime": 73.5253,
"eval_samples_per_second": 25.025,
"eval_steps_per_second": 0.53,
"step": 4000
},
{
"epoch": 1.189846641988366,
"grad_norm": 2.178349018096924,
"learning_rate": 6.350311112348446e-05,
"loss": 2.4542,
"step": 4500
},
{
"epoch": 1.3220518244315178,
"grad_norm": 2.944026470184326,
"learning_rate": 5.886310592667864e-05,
"loss": 2.4335,
"step": 5000
},
{
"epoch": 1.3220518244315178,
"eval_accuracy": 0.5617462458316518,
"eval_loss": 2.5335800647735596,
"eval_runtime": 73.7726,
"eval_samples_per_second": 24.941,
"eval_steps_per_second": 0.529,
"step": 5000
},
{
"epoch": 1.4542570068746694,
"grad_norm": 3.0737102031707764,
"learning_rate": 5.422310072987282e-05,
"loss": 2.4012,
"step": 5500
},
{
"epoch": 1.5864621893178212,
"grad_norm": 3.8758912086486816,
"learning_rate": 4.9583095533066995e-05,
"loss": 2.3858,
"step": 6000
},
{
"epoch": 1.5864621893178212,
"eval_accuracy": 0.5662889488328625,
"eval_loss": 2.4896483421325684,
"eval_runtime": 73.8595,
"eval_samples_per_second": 24.912,
"eval_steps_per_second": 0.528,
"step": 6000
},
{
"epoch": 1.718667371760973,
"grad_norm": 7.714890956878662,
"learning_rate": 4.4943090336261176e-05,
"loss": 2.3797,
"step": 6500
},
{
"epoch": 1.8508725542041247,
"grad_norm": 7.321514129638672,
"learning_rate": 4.030308513945535e-05,
"loss": 2.374,
"step": 7000
},
{
"epoch": 1.8508725542041247,
"eval_accuracy": 0.5680874450415242,
"eval_loss": 2.4711225032806396,
"eval_runtime": 73.2926,
"eval_samples_per_second": 25.105,
"eval_steps_per_second": 0.532,
"step": 7000
},
{
"epoch": 1.9830777366472767,
"grad_norm": 5.710904598236084,
"learning_rate": 3.566307994264953e-05,
"loss": 2.3445,
"step": 7500
},
{
"epoch": 2.1152829190904283,
"grad_norm": 16.555458068847656,
"learning_rate": 3.1023074745843715e-05,
"loss": 2.3044,
"step": 8000
},
{
"epoch": 2.1152829190904283,
"eval_accuracy": 0.5701761326225017,
"eval_loss": 2.4485366344451904,
"eval_runtime": 73.4687,
"eval_samples_per_second": 25.045,
"eval_steps_per_second": 0.531,
"step": 8000
},
{
"epoch": 2.24748810153358,
"grad_norm": 6.3735737800598145,
"learning_rate": 2.6383069549037897e-05,
"loss": 2.2922,
"step": 8500
},
{
"epoch": 2.379693283976732,
"grad_norm": 19.310932159423828,
"learning_rate": 2.1743064352232075e-05,
"loss": 2.2873,
"step": 9000
},
{
"epoch": 2.379693283976732,
"eval_accuracy": 0.5747236146216096,
"eval_loss": 2.413153886795044,
"eval_runtime": 73.9,
"eval_samples_per_second": 24.899,
"eval_steps_per_second": 0.528,
"step": 9000
}
],
"logging_steps": 500,
"max_steps": 11346,
"num_input_tokens_seen": 0,
"num_train_epochs": 3,
"save_steps": 1000,
"stateful_callbacks": {
"TrainerControl": {
"args": {
"should_epoch_stop": false,
"should_evaluate": false,
"should_log": false,
"should_save": true,
"should_training_stop": false
},
"attributes": {}
}
},
"total_flos": 1.1531194410310042e+17,
"train_batch_size": 24,
"trial_name": null,
"trial_params": null
}