fil_b32_le5_s4000 / checkpoint-2000 /trainer_state.json
mikhail-panzo's picture
Training in progress, step 2000, checkpoint
fb950d5 verified
raw
history blame
8.21 kB
{
"best_metric": 0.41554170846939087,
"best_model_checkpoint": "mikhail-panzo/fil_b32_le5_s4000/checkpoint-2000",
"epoch": 177.77777777777777,
"eval_steps": 500,
"global_step": 2000,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 4.444444444444445,
"grad_norm": 4.288165092468262,
"learning_rate": 2.5000000000000004e-07,
"loss": 0.7989,
"step": 50
},
{
"epoch": 8.88888888888889,
"grad_norm": 2.4493463039398193,
"learning_rate": 5.000000000000001e-07,
"loss": 0.7701,
"step": 100
},
{
"epoch": 13.333333333333334,
"grad_norm": 1.3798907995224,
"learning_rate": 7.5e-07,
"loss": 0.7374,
"step": 150
},
{
"epoch": 17.77777777777778,
"grad_norm": 2.6173877716064453,
"learning_rate": 1.0000000000000002e-06,
"loss": 0.7101,
"step": 200
},
{
"epoch": 22.22222222222222,
"grad_norm": 1.3756701946258545,
"learning_rate": 1.25e-06,
"loss": 0.6887,
"step": 250
},
{
"epoch": 26.666666666666668,
"grad_norm": 1.0456843376159668,
"learning_rate": 1.5e-06,
"loss": 0.672,
"step": 300
},
{
"epoch": 31.11111111111111,
"grad_norm": 0.9518398642539978,
"learning_rate": 1.75e-06,
"loss": 0.6583,
"step": 350
},
{
"epoch": 35.55555555555556,
"grad_norm": 1.305978775024414,
"learning_rate": 2.0000000000000003e-06,
"loss": 0.6258,
"step": 400
},
{
"epoch": 40.0,
"grad_norm": 0.8857623338699341,
"learning_rate": 2.25e-06,
"loss": 0.5835,
"step": 450
},
{
"epoch": 44.44444444444444,
"grad_norm": 1.052182912826538,
"learning_rate": 2.5e-06,
"loss": 0.5539,
"step": 500
},
{
"epoch": 44.44444444444444,
"eval_loss": 0.48496538400650024,
"eval_runtime": 9.4574,
"eval_samples_per_second": 16.812,
"eval_steps_per_second": 2.115,
"step": 500
},
{
"epoch": 48.888888888888886,
"grad_norm": 1.249458909034729,
"learning_rate": 2.7500000000000004e-06,
"loss": 0.5387,
"step": 550
},
{
"epoch": 53.333333333333336,
"grad_norm": 0.801243245601654,
"learning_rate": 3e-06,
"loss": 0.5344,
"step": 600
},
{
"epoch": 57.77777777777778,
"grad_norm": 1.1922223567962646,
"learning_rate": 3.2500000000000002e-06,
"loss": 0.5259,
"step": 650
},
{
"epoch": 62.22222222222222,
"grad_norm": 0.9428519606590271,
"learning_rate": 3.5e-06,
"loss": 0.5179,
"step": 700
},
{
"epoch": 66.66666666666667,
"grad_norm": 0.755260705947876,
"learning_rate": 3.7500000000000005e-06,
"loss": 0.5082,
"step": 750
},
{
"epoch": 71.11111111111111,
"grad_norm": 1.8587590456008911,
"learning_rate": 4.000000000000001e-06,
"loss": 0.5096,
"step": 800
},
{
"epoch": 75.55555555555556,
"grad_norm": 0.6854829788208008,
"learning_rate": 4.25e-06,
"loss": 0.4952,
"step": 850
},
{
"epoch": 80.0,
"grad_norm": 0.9088854789733887,
"learning_rate": 4.5e-06,
"loss": 0.4941,
"step": 900
},
{
"epoch": 84.44444444444444,
"grad_norm": 0.8932746648788452,
"learning_rate": 4.75e-06,
"loss": 0.4936,
"step": 950
},
{
"epoch": 88.88888888888889,
"grad_norm": 0.9161014556884766,
"learning_rate": 5e-06,
"loss": 0.4867,
"step": 1000
},
{
"epoch": 88.88888888888889,
"eval_loss": 0.4438903331756592,
"eval_runtime": 9.2831,
"eval_samples_per_second": 17.128,
"eval_steps_per_second": 2.154,
"step": 1000
},
{
"epoch": 93.33333333333333,
"grad_norm": 0.6858564615249634,
"learning_rate": 5.2500000000000006e-06,
"loss": 0.486,
"step": 1050
},
{
"epoch": 97.77777777777777,
"grad_norm": 1.2040996551513672,
"learning_rate": 5.500000000000001e-06,
"loss": 0.4789,
"step": 1100
},
{
"epoch": 102.22222222222223,
"grad_norm": 1.0067086219787598,
"learning_rate": 5.75e-06,
"loss": 0.477,
"step": 1150
},
{
"epoch": 106.66666666666667,
"grad_norm": 1.4230589866638184,
"learning_rate": 6e-06,
"loss": 0.473,
"step": 1200
},
{
"epoch": 111.11111111111111,
"grad_norm": 0.916904091835022,
"learning_rate": 6.25e-06,
"loss": 0.4698,
"step": 1250
},
{
"epoch": 115.55555555555556,
"grad_norm": 0.9870907664299011,
"learning_rate": 6.5000000000000004e-06,
"loss": 0.4693,
"step": 1300
},
{
"epoch": 120.0,
"grad_norm": 1.0495694875717163,
"learning_rate": 6.750000000000001e-06,
"loss": 0.4651,
"step": 1350
},
{
"epoch": 124.44444444444444,
"grad_norm": 1.6615877151489258,
"learning_rate": 7e-06,
"loss": 0.4648,
"step": 1400
},
{
"epoch": 128.88888888888889,
"grad_norm": 0.89169842004776,
"learning_rate": 7.25e-06,
"loss": 0.4643,
"step": 1450
},
{
"epoch": 133.33333333333334,
"grad_norm": 0.8503329157829285,
"learning_rate": 7.500000000000001e-06,
"loss": 0.4595,
"step": 1500
},
{
"epoch": 133.33333333333334,
"eval_loss": 0.4245499074459076,
"eval_runtime": 8.4972,
"eval_samples_per_second": 18.712,
"eval_steps_per_second": 2.354,
"step": 1500
},
{
"epoch": 137.77777777777777,
"grad_norm": 0.9252403974533081,
"learning_rate": 7.75e-06,
"loss": 0.4617,
"step": 1550
},
{
"epoch": 142.22222222222223,
"grad_norm": 0.8366873860359192,
"learning_rate": 8.000000000000001e-06,
"loss": 0.4557,
"step": 1600
},
{
"epoch": 146.66666666666666,
"grad_norm": 0.7907727360725403,
"learning_rate": 8.25e-06,
"loss": 0.4565,
"step": 1650
},
{
"epoch": 151.11111111111111,
"grad_norm": 0.8415725231170654,
"learning_rate": 8.5e-06,
"loss": 0.4544,
"step": 1700
},
{
"epoch": 155.55555555555554,
"grad_norm": 0.8423948884010315,
"learning_rate": 8.750000000000001e-06,
"loss": 0.4528,
"step": 1750
},
{
"epoch": 160.0,
"grad_norm": 0.8236134648323059,
"learning_rate": 9e-06,
"loss": 0.4555,
"step": 1800
},
{
"epoch": 164.44444444444446,
"grad_norm": 0.8070024251937866,
"learning_rate": 9.250000000000001e-06,
"loss": 0.4474,
"step": 1850
},
{
"epoch": 168.88888888888889,
"grad_norm": 1.041704535484314,
"learning_rate": 9.5e-06,
"loss": 0.4478,
"step": 1900
},
{
"epoch": 173.33333333333334,
"grad_norm": 1.021083116531372,
"learning_rate": 9.75e-06,
"loss": 0.4433,
"step": 1950
},
{
"epoch": 177.77777777777777,
"grad_norm": 1.097479224205017,
"learning_rate": 1e-05,
"loss": 0.4395,
"step": 2000
},
{
"epoch": 177.77777777777777,
"eval_loss": 0.41554170846939087,
"eval_runtime": 9.3691,
"eval_samples_per_second": 16.971,
"eval_steps_per_second": 2.135,
"step": 2000
}
],
"logging_steps": 50,
"max_steps": 4000,
"num_input_tokens_seen": 0,
"num_train_epochs": 364,
"save_steps": 500,
"stateful_callbacks": {
"TrainerControl": {
"args": {
"should_epoch_stop": false,
"should_evaluate": false,
"should_log": false,
"should_save": true,
"should_training_stop": false
},
"attributes": {}
}
},
"total_flos": 5.498706975404227e+16,
"train_batch_size": 16,
"trial_name": null,
"trial_params": null
}