vdos's picture
Training in progress, step 50, checkpoint
7107b08 verified
{
"best_metric": 0.529956579208374,
"best_model_checkpoint": "miner_id_24/checkpoint-50",
"epoch": 0.055509297807382736,
"eval_steps": 25,
"global_step": 50,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.0011101859561476548,
"grad_norm": 0.4921242296695709,
"learning_rate": 5e-05,
"loss": 0.9256,
"step": 1
},
{
"epoch": 0.0011101859561476548,
"eval_loss": 0.9522705674171448,
"eval_runtime": 178.3901,
"eval_samples_per_second": 34.015,
"eval_steps_per_second": 4.255,
"step": 1
},
{
"epoch": 0.0022203719122953097,
"grad_norm": 0.2934083938598633,
"learning_rate": 0.0001,
"loss": 0.6724,
"step": 2
},
{
"epoch": 0.0033305578684429643,
"grad_norm": 0.32208752632141113,
"learning_rate": 9.989294616193017e-05,
"loss": 0.7233,
"step": 3
},
{
"epoch": 0.004440743824590619,
"grad_norm": 0.34766772389411926,
"learning_rate": 9.957224306869053e-05,
"loss": 0.7119,
"step": 4
},
{
"epoch": 0.005550929780738274,
"grad_norm": 0.36742880940437317,
"learning_rate": 9.903926402016153e-05,
"loss": 0.707,
"step": 5
},
{
"epoch": 0.006661115736885929,
"grad_norm": 0.29567769169807434,
"learning_rate": 9.829629131445342e-05,
"loss": 0.6385,
"step": 6
},
{
"epoch": 0.007771301693033583,
"grad_norm": 0.2962777018547058,
"learning_rate": 9.73465064747553e-05,
"loss": 0.7052,
"step": 7
},
{
"epoch": 0.008881487649181239,
"grad_norm": 0.28138846158981323,
"learning_rate": 9.619397662556435e-05,
"loss": 0.6713,
"step": 8
},
{
"epoch": 0.009991673605328892,
"grad_norm": 0.2824740707874298,
"learning_rate": 9.484363707663442e-05,
"loss": 0.6871,
"step": 9
},
{
"epoch": 0.011101859561476548,
"grad_norm": 0.34380483627319336,
"learning_rate": 9.330127018922194e-05,
"loss": 0.6946,
"step": 10
},
{
"epoch": 0.012212045517624202,
"grad_norm": 0.40067368745803833,
"learning_rate": 9.157348061512727e-05,
"loss": 0.715,
"step": 11
},
{
"epoch": 0.013322231473771857,
"grad_norm": 0.559396505355835,
"learning_rate": 8.966766701456177e-05,
"loss": 0.727,
"step": 12
},
{
"epoch": 0.014432417429919511,
"grad_norm": 0.22662867605686188,
"learning_rate": 8.759199037394887e-05,
"loss": 0.7065,
"step": 13
},
{
"epoch": 0.015542603386067166,
"grad_norm": 0.32227155566215515,
"learning_rate": 8.535533905932738e-05,
"loss": 0.5143,
"step": 14
},
{
"epoch": 0.01665278934221482,
"grad_norm": 0.33295008540153503,
"learning_rate": 8.296729075500344e-05,
"loss": 0.5898,
"step": 15
},
{
"epoch": 0.017762975298362477,
"grad_norm": 0.29953694343566895,
"learning_rate": 8.043807145043604e-05,
"loss": 0.6246,
"step": 16
},
{
"epoch": 0.01887316125451013,
"grad_norm": 0.24738679826259613,
"learning_rate": 7.777851165098012e-05,
"loss": 0.5557,
"step": 17
},
{
"epoch": 0.019983347210657785,
"grad_norm": 0.18604424595832825,
"learning_rate": 7.500000000000001e-05,
"loss": 0.5413,
"step": 18
},
{
"epoch": 0.02109353316680544,
"grad_norm": 0.17332150042057037,
"learning_rate": 7.211443451095007e-05,
"loss": 0.5959,
"step": 19
},
{
"epoch": 0.022203719122953096,
"grad_norm": 0.17128834128379822,
"learning_rate": 6.91341716182545e-05,
"loss": 0.5223,
"step": 20
},
{
"epoch": 0.02331390507910075,
"grad_norm": 0.24035468697547913,
"learning_rate": 6.607197326515808e-05,
"loss": 0.5646,
"step": 21
},
{
"epoch": 0.024424091035248403,
"grad_norm": 0.24414175748825073,
"learning_rate": 6.294095225512603e-05,
"loss": 0.5448,
"step": 22
},
{
"epoch": 0.025534276991396057,
"grad_norm": 0.3137146830558777,
"learning_rate": 5.9754516100806423e-05,
"loss": 0.5881,
"step": 23
},
{
"epoch": 0.026644462947543714,
"grad_norm": 0.42251282930374146,
"learning_rate": 5.6526309611002594e-05,
"loss": 0.5738,
"step": 24
},
{
"epoch": 0.027754648903691368,
"grad_norm": 0.812769889831543,
"learning_rate": 5.327015646150716e-05,
"loss": 0.7988,
"step": 25
},
{
"epoch": 0.027754648903691368,
"eval_loss": 0.5438412427902222,
"eval_runtime": 178.7277,
"eval_samples_per_second": 33.951,
"eval_steps_per_second": 4.247,
"step": 25
},
{
"epoch": 0.028864834859839022,
"grad_norm": 0.07176178693771362,
"learning_rate": 5e-05,
"loss": 0.5415,
"step": 26
},
{
"epoch": 0.02997502081598668,
"grad_norm": 0.09330936521291733,
"learning_rate": 4.6729843538492847e-05,
"loss": 0.4694,
"step": 27
},
{
"epoch": 0.031085206772134333,
"grad_norm": 0.11705254018306732,
"learning_rate": 4.347369038899744e-05,
"loss": 0.5261,
"step": 28
},
{
"epoch": 0.03219539272828199,
"grad_norm": 0.14393024146556854,
"learning_rate": 4.0245483899193595e-05,
"loss": 0.5224,
"step": 29
},
{
"epoch": 0.03330557868442964,
"grad_norm": 0.16890911757946014,
"learning_rate": 3.705904774487396e-05,
"loss": 0.5004,
"step": 30
},
{
"epoch": 0.034415764640577294,
"grad_norm": 0.18463030457496643,
"learning_rate": 3.392802673484193e-05,
"loss": 0.5209,
"step": 31
},
{
"epoch": 0.035525950596724955,
"grad_norm": 0.18170933425426483,
"learning_rate": 3.086582838174551e-05,
"loss": 0.5202,
"step": 32
},
{
"epoch": 0.03663613655287261,
"grad_norm": 0.2058199942111969,
"learning_rate": 2.7885565489049946e-05,
"loss": 0.552,
"step": 33
},
{
"epoch": 0.03774632250902026,
"grad_norm": 0.22453095018863678,
"learning_rate": 2.500000000000001e-05,
"loss": 0.5353,
"step": 34
},
{
"epoch": 0.038856508465167916,
"grad_norm": 0.23246823251247406,
"learning_rate": 2.2221488349019903e-05,
"loss": 0.5407,
"step": 35
},
{
"epoch": 0.03996669442131557,
"grad_norm": 0.2702462673187256,
"learning_rate": 1.9561928549563968e-05,
"loss": 0.5738,
"step": 36
},
{
"epoch": 0.041076880377463224,
"grad_norm": 0.3108701705932617,
"learning_rate": 1.703270924499656e-05,
"loss": 0.5638,
"step": 37
},
{
"epoch": 0.04218706633361088,
"grad_norm": 0.09153717011213303,
"learning_rate": 1.4644660940672627e-05,
"loss": 0.6503,
"step": 38
},
{
"epoch": 0.04329725228975854,
"grad_norm": 0.0784434825181961,
"learning_rate": 1.2408009626051137e-05,
"loss": 0.4435,
"step": 39
},
{
"epoch": 0.04440743824590619,
"grad_norm": 0.09292080998420715,
"learning_rate": 1.0332332985438248e-05,
"loss": 0.4758,
"step": 40
},
{
"epoch": 0.045517624202053845,
"grad_norm": 0.10125042498111725,
"learning_rate": 8.426519384872733e-06,
"loss": 0.5042,
"step": 41
},
{
"epoch": 0.0466278101582015,
"grad_norm": 0.10794025659561157,
"learning_rate": 6.698729810778065e-06,
"loss": 0.4932,
"step": 42
},
{
"epoch": 0.04773799611434915,
"grad_norm": 0.12097963690757751,
"learning_rate": 5.156362923365588e-06,
"loss": 0.503,
"step": 43
},
{
"epoch": 0.04884818207049681,
"grad_norm": 0.13460612297058105,
"learning_rate": 3.8060233744356633e-06,
"loss": 0.5198,
"step": 44
},
{
"epoch": 0.04995836802664446,
"grad_norm": 0.14509516954421997,
"learning_rate": 2.653493525244721e-06,
"loss": 0.4998,
"step": 45
},
{
"epoch": 0.051068553982792114,
"grad_norm": 0.15421025454998016,
"learning_rate": 1.70370868554659e-06,
"loss": 0.4843,
"step": 46
},
{
"epoch": 0.052178739938939775,
"grad_norm": 0.21875213086605072,
"learning_rate": 9.607359798384785e-07,
"loss": 0.5312,
"step": 47
},
{
"epoch": 0.05328892589508743,
"grad_norm": 0.20200785994529724,
"learning_rate": 4.277569313094809e-07,
"loss": 0.5591,
"step": 48
},
{
"epoch": 0.05439911185123508,
"grad_norm": 0.24777300655841827,
"learning_rate": 1.0705383806982606e-07,
"loss": 0.5594,
"step": 49
},
{
"epoch": 0.055509297807382736,
"grad_norm": 0.4017266631126404,
"learning_rate": 0.0,
"loss": 0.6427,
"step": 50
},
{
"epoch": 0.055509297807382736,
"eval_loss": 0.529956579208374,
"eval_runtime": 177.8954,
"eval_samples_per_second": 34.11,
"eval_steps_per_second": 4.267,
"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": 5.2738959989538816e+17,
"train_batch_size": 2,
"trial_name": null,
"trial_params": null
}