SeaLLMs-v3-7B-Chat_sft_sg_values / trainer_state.json
Incomple's picture
End of training
c382073 verified
{
"best_global_step": null,
"best_metric": null,
"best_model_checkpoint": null,
"epoch": 0.9996261682242991,
"eval_steps": 250,
"global_step": 1337,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.05009345794392523,
"grad_norm": 12.282962799072266,
"learning_rate": 4.925373134328357e-07,
"loss": 2.005,
"step": 67
},
{
"epoch": 0.10018691588785046,
"grad_norm": 16.077674865722656,
"learning_rate": 9.925373134328357e-07,
"loss": 1.9012,
"step": 134
},
{
"epoch": 0.1502803738317757,
"grad_norm": 5.729518413543701,
"learning_rate": 9.451371571072319e-07,
"loss": 1.1013,
"step": 201
},
{
"epoch": 0.18691588785046728,
"eval_loss": 0.3121011257171631,
"eval_runtime": 26.5581,
"eval_samples_per_second": 18.827,
"eval_steps_per_second": 9.413,
"step": 250
},
{
"epoch": 0.20037383177570092,
"grad_norm": 1.5927001237869263,
"learning_rate": 8.894430590191188e-07,
"loss": 0.391,
"step": 268
},
{
"epoch": 0.2504672897196262,
"grad_norm": 1.310795545578003,
"learning_rate": 8.337489609310058e-07,
"loss": 0.2437,
"step": 335
},
{
"epoch": 0.3005607476635514,
"grad_norm": 0.8947069048881531,
"learning_rate": 7.780548628428927e-07,
"loss": 0.2037,
"step": 402
},
{
"epoch": 0.3506542056074766,
"grad_norm": 1.539252758026123,
"learning_rate": 7.223607647547797e-07,
"loss": 0.1918,
"step": 469
},
{
"epoch": 0.37383177570093457,
"eval_loss": 0.18135082721710205,
"eval_runtime": 26.5479,
"eval_samples_per_second": 18.834,
"eval_steps_per_second": 9.417,
"step": 500
},
{
"epoch": 0.40074766355140184,
"grad_norm": 0.8958560228347778,
"learning_rate": 6.666666666666666e-07,
"loss": 0.1797,
"step": 536
},
{
"epoch": 0.4508411214953271,
"grad_norm": 1.4521379470825195,
"learning_rate": 6.109725685785536e-07,
"loss": 0.1618,
"step": 603
},
{
"epoch": 0.5009345794392523,
"grad_norm": 1.4709662199020386,
"learning_rate": 5.552784704904405e-07,
"loss": 0.1627,
"step": 670
},
{
"epoch": 0.5510280373831775,
"grad_norm": 1.4817917346954346,
"learning_rate": 4.995843724023275e-07,
"loss": 0.1654,
"step": 737
},
{
"epoch": 0.5607476635514018,
"eval_loss": 0.15894462168216705,
"eval_runtime": 26.5439,
"eval_samples_per_second": 18.837,
"eval_steps_per_second": 9.418,
"step": 750
},
{
"epoch": 0.6011214953271028,
"grad_norm": 1.6152915954589844,
"learning_rate": 4.438902743142144e-07,
"loss": 0.1507,
"step": 804
},
{
"epoch": 0.6512149532710281,
"grad_norm": 1.5369535684585571,
"learning_rate": 3.881961762261014e-07,
"loss": 0.1596,
"step": 871
},
{
"epoch": 0.7013084112149532,
"grad_norm": 1.1234904527664185,
"learning_rate": 3.3250207813798835e-07,
"loss": 0.1499,
"step": 938
},
{
"epoch": 0.7476635514018691,
"eval_loss": 0.14763584733009338,
"eval_runtime": 26.5517,
"eval_samples_per_second": 18.831,
"eval_steps_per_second": 9.416,
"step": 1000
},
{
"epoch": 0.7514018691588785,
"grad_norm": 0.9679731726646423,
"learning_rate": 2.7680798004987534e-07,
"loss": 0.1237,
"step": 1005
},
{
"epoch": 0.8014953271028037,
"grad_norm": 0.9841839075088501,
"learning_rate": 2.2111388196176226e-07,
"loss": 0.1281,
"step": 1072
},
{
"epoch": 0.851588785046729,
"grad_norm": 2.0309741497039795,
"learning_rate": 1.6541978387364923e-07,
"loss": 0.1394,
"step": 1139
},
{
"epoch": 0.9016822429906542,
"grad_norm": 0.7312546968460083,
"learning_rate": 1.0972568578553615e-07,
"loss": 0.1227,
"step": 1206
},
{
"epoch": 0.9345794392523364,
"eval_loss": 0.14381863176822662,
"eval_runtime": 26.5473,
"eval_samples_per_second": 18.834,
"eval_steps_per_second": 9.417,
"step": 1250
},
{
"epoch": 0.9517757009345794,
"grad_norm": 1.2973382472991943,
"learning_rate": 5.403158769742311e-08,
"loss": 0.1298,
"step": 1273
},
{
"epoch": 0.9996261682242991,
"step": 1337,
"total_flos": 8.688878626214707e+16,
"train_loss": 0.3979023610288382,
"train_runtime": 1906.0981,
"train_samples_per_second": 5.614,
"train_steps_per_second": 0.701
}
],
"logging_steps": 67,
"max_steps": 1337,
"num_input_tokens_seen": 0,
"num_train_epochs": 1,
"save_steps": 500,
"stateful_callbacks": {
"TrainerControl": {
"args": {
"should_epoch_stop": false,
"should_evaluate": false,
"should_log": false,
"should_save": true,
"should_training_stop": true
},
"attributes": {}
}
},
"total_flos": 8.688878626214707e+16,
"train_batch_size": 2,
"trial_name": null,
"trial_params": null
}