llama3-1_8b_dolphin / trainer_state.json
gsmyrnis's picture
End of training
b56f2df verified
{
"best_metric": null,
"best_model_checkpoint": null,
"epoch": 3.0,
"eval_steps": 500,
"global_step": 192,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.15625,
"grad_norm": 3.410148832715147,
"learning_rate": 5e-06,
"loss": 0.7255,
"step": 10
},
{
"epoch": 0.3125,
"grad_norm": 1.9658070319836614,
"learning_rate": 5e-06,
"loss": 0.6224,
"step": 20
},
{
"epoch": 0.46875,
"grad_norm": 2.0869328497874875,
"learning_rate": 5e-06,
"loss": 0.5848,
"step": 30
},
{
"epoch": 0.625,
"grad_norm": 1.2748507240351463,
"learning_rate": 5e-06,
"loss": 0.5638,
"step": 40
},
{
"epoch": 0.78125,
"grad_norm": 0.8013309231484568,
"learning_rate": 5e-06,
"loss": 0.5486,
"step": 50
},
{
"epoch": 0.9375,
"grad_norm": 0.8121748600070269,
"learning_rate": 5e-06,
"loss": 0.5351,
"step": 60
},
{
"epoch": 1.0,
"eval_loss": 0.5265702605247498,
"eval_runtime": 6.4953,
"eval_samples_per_second": 263.115,
"eval_steps_per_second": 1.078,
"step": 64
},
{
"epoch": 1.09375,
"grad_norm": 0.6230488954615538,
"learning_rate": 5e-06,
"loss": 0.5117,
"step": 70
},
{
"epoch": 1.25,
"grad_norm": 0.6381342635296321,
"learning_rate": 5e-06,
"loss": 0.4927,
"step": 80
},
{
"epoch": 1.40625,
"grad_norm": 0.5885474331678158,
"learning_rate": 5e-06,
"loss": 0.488,
"step": 90
},
{
"epoch": 1.5625,
"grad_norm": 0.517571001381851,
"learning_rate": 5e-06,
"loss": 0.4873,
"step": 100
},
{
"epoch": 1.71875,
"grad_norm": 0.4914014029041883,
"learning_rate": 5e-06,
"loss": 0.4868,
"step": 110
},
{
"epoch": 1.875,
"grad_norm": 0.5996088431576516,
"learning_rate": 5e-06,
"loss": 0.483,
"step": 120
},
{
"epoch": 2.0,
"eval_loss": 0.5022982358932495,
"eval_runtime": 6.4313,
"eval_samples_per_second": 265.73,
"eval_steps_per_second": 1.088,
"step": 128
},
{
"epoch": 2.03125,
"grad_norm": 0.9648708540633031,
"learning_rate": 5e-06,
"loss": 0.4743,
"step": 130
},
{
"epoch": 2.1875,
"grad_norm": 0.641069504623041,
"learning_rate": 5e-06,
"loss": 0.4464,
"step": 140
},
{
"epoch": 2.34375,
"grad_norm": 0.5277740771835514,
"learning_rate": 5e-06,
"loss": 0.4484,
"step": 150
},
{
"epoch": 2.5,
"grad_norm": 0.5645101097649855,
"learning_rate": 5e-06,
"loss": 0.4458,
"step": 160
},
{
"epoch": 2.65625,
"grad_norm": 0.6429640058172255,
"learning_rate": 5e-06,
"loss": 0.4485,
"step": 170
},
{
"epoch": 2.8125,
"grad_norm": 0.4995911800780122,
"learning_rate": 5e-06,
"loss": 0.4471,
"step": 180
},
{
"epoch": 2.96875,
"grad_norm": 0.6882039357462453,
"learning_rate": 5e-06,
"loss": 0.4461,
"step": 190
},
{
"epoch": 3.0,
"eval_loss": 0.5014501214027405,
"eval_runtime": 6.2961,
"eval_samples_per_second": 271.439,
"eval_steps_per_second": 1.112,
"step": 192
},
{
"epoch": 3.0,
"step": 192,
"total_flos": 321607151124480.0,
"train_loss": 0.5088142100721598,
"train_runtime": 1474.9936,
"train_samples_per_second": 66.021,
"train_steps_per_second": 0.13
}
],
"logging_steps": 10,
"max_steps": 192,
"num_input_tokens_seen": 0,
"num_train_epochs": 3,
"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": 321607151124480.0,
"train_batch_size": 16,
"trial_name": null,
"trial_params": null
}