DeepDream2045's picture
Training in progress, step 50, checkpoint
d0346ce verified
raw
history blame
10.2 kB
{
"best_metric": 1.5863984823226929,
"best_model_checkpoint": "miner_id_24/checkpoint-50",
"epoch": 0.5536332179930796,
"eval_steps": 25,
"global_step": 50,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.011072664359861591,
"grad_norm": 3.085151433944702,
"learning_rate": 5e-05,
"loss": 2.0965,
"step": 1
},
{
"epoch": 0.011072664359861591,
"eval_loss": 2.226940631866455,
"eval_runtime": 7.9021,
"eval_samples_per_second": 77.068,
"eval_steps_per_second": 9.744,
"step": 1
},
{
"epoch": 0.022145328719723183,
"grad_norm": 2.4434478282928467,
"learning_rate": 0.0001,
"loss": 2.1067,
"step": 2
},
{
"epoch": 0.03321799307958478,
"grad_norm": 1.3165335655212402,
"learning_rate": 9.989294616193017e-05,
"loss": 2.1499,
"step": 3
},
{
"epoch": 0.044290657439446365,
"grad_norm": 0.9989780187606812,
"learning_rate": 9.957224306869053e-05,
"loss": 2.1183,
"step": 4
},
{
"epoch": 0.05536332179930796,
"grad_norm": 0.7292075753211975,
"learning_rate": 9.903926402016153e-05,
"loss": 2.0738,
"step": 5
},
{
"epoch": 0.06643598615916955,
"grad_norm": 1.1118435859680176,
"learning_rate": 9.829629131445342e-05,
"loss": 2.1048,
"step": 6
},
{
"epoch": 0.07750865051903114,
"grad_norm": 2.3716795444488525,
"learning_rate": 9.73465064747553e-05,
"loss": 2.0179,
"step": 7
},
{
"epoch": 0.08858131487889273,
"grad_norm": 1.524487853050232,
"learning_rate": 9.619397662556435e-05,
"loss": 2.0181,
"step": 8
},
{
"epoch": 0.09965397923875433,
"grad_norm": 1.016344428062439,
"learning_rate": 9.484363707663442e-05,
"loss": 1.9666,
"step": 9
},
{
"epoch": 0.11072664359861592,
"grad_norm": 1.953541874885559,
"learning_rate": 9.330127018922194e-05,
"loss": 1.7658,
"step": 10
},
{
"epoch": 0.12179930795847752,
"grad_norm": 2.0307700634002686,
"learning_rate": 9.157348061512727e-05,
"loss": 1.7502,
"step": 11
},
{
"epoch": 0.1328719723183391,
"grad_norm": 2.3972978591918945,
"learning_rate": 8.966766701456177e-05,
"loss": 1.8412,
"step": 12
},
{
"epoch": 0.1439446366782007,
"grad_norm": 1.575653076171875,
"learning_rate": 8.759199037394887e-05,
"loss": 1.8075,
"step": 13
},
{
"epoch": 0.15501730103806227,
"grad_norm": 0.6672093272209167,
"learning_rate": 8.535533905932738e-05,
"loss": 1.8219,
"step": 14
},
{
"epoch": 0.16608996539792387,
"grad_norm": 0.5373260378837585,
"learning_rate": 8.296729075500344e-05,
"loss": 1.8665,
"step": 15
},
{
"epoch": 0.17716262975778546,
"grad_norm": 0.5511289238929749,
"learning_rate": 8.043807145043604e-05,
"loss": 1.8291,
"step": 16
},
{
"epoch": 0.18823529411764706,
"grad_norm": 0.4291207194328308,
"learning_rate": 7.777851165098012e-05,
"loss": 1.8075,
"step": 17
},
{
"epoch": 0.19930795847750865,
"grad_norm": 0.457125186920166,
"learning_rate": 7.500000000000001e-05,
"loss": 1.7697,
"step": 18
},
{
"epoch": 0.21038062283737025,
"grad_norm": 0.4102403223514557,
"learning_rate": 7.211443451095007e-05,
"loss": 1.7076,
"step": 19
},
{
"epoch": 0.22145328719723184,
"grad_norm": 0.3947022557258606,
"learning_rate": 6.91341716182545e-05,
"loss": 1.6706,
"step": 20
},
{
"epoch": 0.23252595155709344,
"grad_norm": 0.4045722186565399,
"learning_rate": 6.607197326515808e-05,
"loss": 1.694,
"step": 21
},
{
"epoch": 0.24359861591695503,
"grad_norm": 0.5666907429695129,
"learning_rate": 6.294095225512603e-05,
"loss": 1.5357,
"step": 22
},
{
"epoch": 0.2546712802768166,
"grad_norm": 0.8208253383636475,
"learning_rate": 5.9754516100806423e-05,
"loss": 1.5144,
"step": 23
},
{
"epoch": 0.2657439446366782,
"grad_norm": 0.9341422319412231,
"learning_rate": 5.6526309611002594e-05,
"loss": 1.5001,
"step": 24
},
{
"epoch": 0.2768166089965398,
"grad_norm": 1.0937079191207886,
"learning_rate": 5.327015646150716e-05,
"loss": 1.6608,
"step": 25
},
{
"epoch": 0.2768166089965398,
"eval_loss": 1.6505544185638428,
"eval_runtime": 7.8911,
"eval_samples_per_second": 77.176,
"eval_steps_per_second": 9.758,
"step": 25
},
{
"epoch": 0.2878892733564014,
"grad_norm": 0.7896848320960999,
"learning_rate": 5e-05,
"loss": 1.7627,
"step": 26
},
{
"epoch": 0.29896193771626295,
"grad_norm": 2.765718460083008,
"learning_rate": 4.6729843538492847e-05,
"loss": 1.7096,
"step": 27
},
{
"epoch": 0.31003460207612454,
"grad_norm": 0.9219654202461243,
"learning_rate": 4.347369038899744e-05,
"loss": 1.7509,
"step": 28
},
{
"epoch": 0.32110726643598614,
"grad_norm": 0.45888030529022217,
"learning_rate": 4.0245483899193595e-05,
"loss": 1.6932,
"step": 29
},
{
"epoch": 0.33217993079584773,
"grad_norm": 0.438749223947525,
"learning_rate": 3.705904774487396e-05,
"loss": 1.7275,
"step": 30
},
{
"epoch": 0.34325259515570933,
"grad_norm": 0.4799425005912781,
"learning_rate": 3.392802673484193e-05,
"loss": 1.6746,
"step": 31
},
{
"epoch": 0.3543252595155709,
"grad_norm": 0.4412655830383301,
"learning_rate": 3.086582838174551e-05,
"loss": 1.6737,
"step": 32
},
{
"epoch": 0.3653979238754325,
"grad_norm": 0.43257012963294983,
"learning_rate": 2.7885565489049946e-05,
"loss": 1.637,
"step": 33
},
{
"epoch": 0.3764705882352941,
"grad_norm": 0.4603326618671417,
"learning_rate": 2.500000000000001e-05,
"loss": 1.6152,
"step": 34
},
{
"epoch": 0.3875432525951557,
"grad_norm": 0.3942500948905945,
"learning_rate": 2.2221488349019903e-05,
"loss": 1.4533,
"step": 35
},
{
"epoch": 0.3986159169550173,
"grad_norm": 0.5060563683509827,
"learning_rate": 1.9561928549563968e-05,
"loss": 1.4186,
"step": 36
},
{
"epoch": 0.4096885813148789,
"grad_norm": 0.635962724685669,
"learning_rate": 1.703270924499656e-05,
"loss": 1.3692,
"step": 37
},
{
"epoch": 0.4207612456747405,
"grad_norm": 0.46357303857803345,
"learning_rate": 1.4644660940672627e-05,
"loss": 1.6341,
"step": 38
},
{
"epoch": 0.4318339100346021,
"grad_norm": 0.351576566696167,
"learning_rate": 1.2408009626051137e-05,
"loss": 1.6602,
"step": 39
},
{
"epoch": 0.4429065743944637,
"grad_norm": 0.31902870535850525,
"learning_rate": 1.0332332985438248e-05,
"loss": 1.6347,
"step": 40
},
{
"epoch": 0.4539792387543253,
"grad_norm": 0.34050145745277405,
"learning_rate": 8.426519384872733e-06,
"loss": 1.6312,
"step": 41
},
{
"epoch": 0.46505190311418687,
"grad_norm": 0.33912649750709534,
"learning_rate": 6.698729810778065e-06,
"loss": 1.6503,
"step": 42
},
{
"epoch": 0.47612456747404847,
"grad_norm": 0.3392663896083832,
"learning_rate": 5.156362923365588e-06,
"loss": 1.6453,
"step": 43
},
{
"epoch": 0.48719723183391006,
"grad_norm": 0.34437981247901917,
"learning_rate": 3.8060233744356633e-06,
"loss": 1.6424,
"step": 44
},
{
"epoch": 0.4982698961937716,
"grad_norm": 0.3915778398513794,
"learning_rate": 2.653493525244721e-06,
"loss": 1.6141,
"step": 45
},
{
"epoch": 0.5093425605536333,
"grad_norm": 0.4128722548484802,
"learning_rate": 1.70370868554659e-06,
"loss": 1.6223,
"step": 46
},
{
"epoch": 0.5204152249134948,
"grad_norm": 0.37415212392807007,
"learning_rate": 9.607359798384785e-07,
"loss": 1.4766,
"step": 47
},
{
"epoch": 0.5314878892733564,
"grad_norm": 0.475273996591568,
"learning_rate": 4.277569313094809e-07,
"loss": 1.4923,
"step": 48
},
{
"epoch": 0.542560553633218,
"grad_norm": 0.6358432173728943,
"learning_rate": 1.0705383806982606e-07,
"loss": 1.3999,
"step": 49
},
{
"epoch": 0.5536332179930796,
"grad_norm": 0.7917025089263916,
"learning_rate": 0.0,
"loss": 1.5597,
"step": 50
},
{
"epoch": 0.5536332179930796,
"eval_loss": 1.5863984823226929,
"eval_runtime": 8.4179,
"eval_samples_per_second": 72.346,
"eval_steps_per_second": 9.147,
"step": 50
}
],
"logging_steps": 1,
"max_steps": 50,
"num_input_tokens_seen": 0,
"num_train_epochs": 1,
"save_steps": 25,
"stateful_callbacks": {
"EarlyStoppingCallback": {
"args": {
"early_stopping_patience": 1,
"early_stopping_threshold": 0.0
},
"attributes": {
"early_stopping_patience_counter": 0
}
},
"TrainerControl": {
"args": {
"should_epoch_stop": false,
"should_evaluate": false,
"should_log": false,
"should_save": true,
"should_training_stop": true
},
"attributes": {}
}
},
"total_flos": 1.29516617859072e+17,
"train_batch_size": 2,
"trial_name": null,
"trial_params": null
}