task-7-phi-3.5-4k-instruct / trainer_state.json
SeonghuJeon's picture
Upload fine-tuned Phi-3.5-4k-instruct model for task 7
3021643 verified
{
"best_global_step": null,
"best_metric": null,
"best_model_checkpoint": null,
"epoch": 2.9878260869565216,
"eval_steps": 500,
"global_step": 213,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.06956521739130435,
"grad_norm": 1.1811336278915405,
"learning_rate": 4.99565044765711e-05,
"loss": 0.7566,
"num_input_tokens_seen": 137920,
"step": 5
},
{
"epoch": 0.1391304347826087,
"grad_norm": 0.6466936469078064,
"learning_rate": 4.978006327248537e-05,
"loss": 0.6594,
"num_input_tokens_seen": 271824,
"step": 10
},
{
"epoch": 0.20869565217391303,
"grad_norm": 0.7790480852127075,
"learning_rate": 4.946891632198452e-05,
"loss": 0.6611,
"num_input_tokens_seen": 411200,
"step": 15
},
{
"epoch": 0.2782608695652174,
"grad_norm": 0.6762462258338928,
"learning_rate": 4.9024755036496795e-05,
"loss": 0.6368,
"num_input_tokens_seen": 544816,
"step": 20
},
{
"epoch": 0.34782608695652173,
"grad_norm": 0.5914238095283508,
"learning_rate": 4.8449993900474187e-05,
"loss": 0.6475,
"num_input_tokens_seen": 682528,
"step": 25
},
{
"epoch": 0.41739130434782606,
"grad_norm": 0.7006980776786804,
"learning_rate": 4.774775734612604e-05,
"loss": 0.6333,
"num_input_tokens_seen": 813456,
"step": 30
},
{
"epoch": 0.48695652173913045,
"grad_norm": 0.6066564321517944,
"learning_rate": 4.6921862768838855e-05,
"loss": 0.581,
"num_input_tokens_seen": 949040,
"step": 35
},
{
"epoch": 0.5565217391304348,
"grad_norm": 0.5768821835517883,
"learning_rate": 4.597679977561122e-05,
"loss": 0.5915,
"num_input_tokens_seen": 1085984,
"step": 40
},
{
"epoch": 0.6260869565217392,
"grad_norm": 0.7307961583137512,
"learning_rate": 4.491770577931057e-05,
"loss": 0.5869,
"num_input_tokens_seen": 1217520,
"step": 45
},
{
"epoch": 0.6956521739130435,
"grad_norm": 0.6931986808776855,
"learning_rate": 4.375033807142267e-05,
"loss": 0.5684,
"num_input_tokens_seen": 1353968,
"step": 50
},
{
"epoch": 0.7652173913043478,
"grad_norm": 0.5990815758705139,
"learning_rate": 4.2481042525107854e-05,
"loss": 0.5967,
"num_input_tokens_seen": 1491728,
"step": 55
},
{
"epoch": 0.8347826086956521,
"grad_norm": 0.5957231521606445,
"learning_rate": 4.111671909869582e-05,
"loss": 0.5831,
"num_input_tokens_seen": 1625184,
"step": 60
},
{
"epoch": 0.9043478260869565,
"grad_norm": 0.6507815718650818,
"learning_rate": 3.9664784327143955e-05,
"loss": 0.5782,
"num_input_tokens_seen": 1758384,
"step": 65
},
{
"epoch": 0.9739130434782609,
"grad_norm": 0.6880366802215576,
"learning_rate": 3.813313100535747e-05,
"loss": 0.5842,
"num_input_tokens_seen": 1893088,
"step": 70
},
{
"epoch": 1.0556521739130436,
"grad_norm": 0.6173655390739441,
"learning_rate": 3.653008528253509e-05,
"loss": 0.5629,
"num_input_tokens_seen": 2051200,
"step": 75
},
{
"epoch": 1.1252173913043477,
"grad_norm": 0.7451260685920715,
"learning_rate": 3.486436140077764e-05,
"loss": 0.5549,
"num_input_tokens_seen": 2183136,
"step": 80
},
{
"epoch": 1.1947826086956521,
"grad_norm": 0.6699721217155457,
"learning_rate": 3.3145014324002944e-05,
"loss": 0.5263,
"num_input_tokens_seen": 2317616,
"step": 85
},
{
"epoch": 1.2643478260869565,
"grad_norm": 0.6695335507392883,
"learning_rate": 3.1381390514678696e-05,
"loss": 0.505,
"num_input_tokens_seen": 2457440,
"step": 90
},
{
"epoch": 1.333913043478261,
"grad_norm": 0.7196683287620544,
"learning_rate": 2.9583077125953716e-05,
"loss": 0.555,
"num_input_tokens_seen": 2592320,
"step": 95
},
{
"epoch": 1.4034782608695653,
"grad_norm": 0.6481020450592041,
"learning_rate": 2.775984988538175e-05,
"loss": 0.5266,
"num_input_tokens_seen": 2729856,
"step": 100
},
{
"epoch": 1.4730434782608697,
"grad_norm": 0.8577863574028015,
"learning_rate": 2.592161995354479e-05,
"loss": 0.5364,
"num_input_tokens_seen": 2866464,
"step": 105
},
{
"epoch": 1.542608695652174,
"grad_norm": 0.7868128418922424,
"learning_rate": 2.4078380046455222e-05,
"loss": 0.5215,
"num_input_tokens_seen": 3003392,
"step": 110
},
{
"epoch": 1.6121739130434782,
"grad_norm": 0.8645579218864441,
"learning_rate": 2.224015011461826e-05,
"loss": 0.5354,
"num_input_tokens_seen": 3141984,
"step": 115
},
{
"epoch": 1.6817391304347826,
"grad_norm": 0.6744593381881714,
"learning_rate": 2.0416922874046293e-05,
"loss": 0.5098,
"num_input_tokens_seen": 3281264,
"step": 120
},
{
"epoch": 1.7513043478260868,
"grad_norm": 0.808380126953125,
"learning_rate": 1.8618609485321313e-05,
"loss": 0.4939,
"num_input_tokens_seen": 3418208,
"step": 125
},
{
"epoch": 1.8208695652173912,
"grad_norm": 0.7624004483222961,
"learning_rate": 1.6854985675997066e-05,
"loss": 0.4919,
"num_input_tokens_seen": 3552624,
"step": 130
},
{
"epoch": 1.8904347826086956,
"grad_norm": 0.8070163726806641,
"learning_rate": 1.5135638599222368e-05,
"loss": 0.5245,
"num_input_tokens_seen": 3686752,
"step": 135
},
{
"epoch": 1.96,
"grad_norm": 0.9934524297714233,
"learning_rate": 1.3469914717464916e-05,
"loss": 0.5566,
"num_input_tokens_seen": 3809216,
"step": 140
},
{
"epoch": 2.0417391304347827,
"grad_norm": 0.855629563331604,
"learning_rate": 1.1866868994642535e-05,
"loss": 0.5672,
"num_input_tokens_seen": 3971664,
"step": 145
},
{
"epoch": 2.111304347826087,
"grad_norm": 0.8984305262565613,
"learning_rate": 1.0335215672856046e-05,
"loss": 0.5116,
"num_input_tokens_seen": 4108736,
"step": 150
},
{
"epoch": 2.1808695652173915,
"grad_norm": 0.9083377718925476,
"learning_rate": 8.883280901304187e-06,
"loss": 0.4855,
"num_input_tokens_seen": 4246544,
"step": 155
},
{
"epoch": 2.2504347826086954,
"grad_norm": 0.8181976079940796,
"learning_rate": 7.518957474892149e-06,
"loss": 0.4634,
"num_input_tokens_seen": 4385600,
"step": 160
},
{
"epoch": 2.32,
"grad_norm": 0.8508033156394958,
"learning_rate": 6.2496619285773356e-06,
"loss": 0.4784,
"num_input_tokens_seen": 4515424,
"step": 165
},
{
"epoch": 2.3895652173913042,
"grad_norm": 0.813805103302002,
"learning_rate": 5.082294220689435e-06,
"loss": 0.4562,
"num_input_tokens_seen": 4656832,
"step": 170
},
{
"epoch": 2.4591304347826086,
"grad_norm": 0.8060736656188965,
"learning_rate": 4.023200224388787e-06,
"loss": 0.4635,
"num_input_tokens_seen": 4787584,
"step": 175
},
{
"epoch": 2.528695652173913,
"grad_norm": 0.9117311239242554,
"learning_rate": 3.078137231161146e-06,
"loss": 0.5231,
"num_input_tokens_seen": 4920640,
"step": 180
},
{
"epoch": 2.5982608695652174,
"grad_norm": 0.751384437084198,
"learning_rate": 2.2522426538739566e-06,
"loss": 0.4908,
"num_input_tokens_seen": 5061360,
"step": 185
},
{
"epoch": 2.667826086956522,
"grad_norm": 0.9320093989372253,
"learning_rate": 1.5500060995258137e-06,
"loss": 0.5252,
"num_input_tokens_seen": 5192048,
"step": 190
},
{
"epoch": 2.737391304347826,
"grad_norm": 0.7602404356002808,
"learning_rate": 9.75244963503205e-07,
"loss": 0.4728,
"num_input_tokens_seen": 5317552,
"step": 195
},
{
"epoch": 2.8069565217391306,
"grad_norm": 0.7692611813545227,
"learning_rate": 5.310836780154899e-07,
"loss": 0.4781,
"num_input_tokens_seen": 5456864,
"step": 200
},
{
"epoch": 2.8765217391304345,
"grad_norm": 0.9036366939544678,
"learning_rate": 2.1993672751463579e-07,
"loss": 0.5074,
"num_input_tokens_seen": 5592320,
"step": 205
},
{
"epoch": 2.9460869565217394,
"grad_norm": 0.8938913345336914,
"learning_rate": 4.3495523428899174e-08,
"loss": 0.454,
"num_input_tokens_seen": 5728832,
"step": 210
},
{
"epoch": 2.9878260869565216,
"num_input_tokens_seen": 5812176,
"step": 213,
"total_flos": 1.3025650857335194e+17,
"train_loss": 0.5454816756673821,
"train_runtime": 5250.0748,
"train_samples_per_second": 0.657,
"train_steps_per_second": 0.041
}
],
"logging_steps": 5,
"max_steps": 213,
"num_input_tokens_seen": 5812176,
"num_train_epochs": 3,
"save_steps": 100,
"stateful_callbacks": {
"TrainerControl": {
"args": {
"should_epoch_stop": false,
"should_evaluate": false,
"should_log": false,
"should_save": true,
"should_training_stop": true
},
"attributes": {}
}
},
"total_flos": 1.3025650857335194e+17,
"train_batch_size": 2,
"trial_name": null,
"trial_params": null
}