vdos's picture
Training in progress, step 50, checkpoint
d9b9b2f verified
{
"best_metric": 11.93070125579834,
"best_model_checkpoint": "miner_id_24/checkpoint-50",
"epoch": 0.04424044682851297,
"eval_steps": 25,
"global_step": 50,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.0008848089365702593,
"grad_norm": 0.008699431084096432,
"learning_rate": 5e-05,
"loss": 11.9314,
"step": 1
},
{
"epoch": 0.0008848089365702593,
"eval_loss": 11.93159008026123,
"eval_runtime": 15.0354,
"eval_samples_per_second": 506.404,
"eval_steps_per_second": 63.317,
"step": 1
},
{
"epoch": 0.0017696178731405187,
"grad_norm": 0.010497311130166054,
"learning_rate": 0.0001,
"loss": 11.9329,
"step": 2
},
{
"epoch": 0.002654426809710778,
"grad_norm": 0.012735365889966488,
"learning_rate": 9.989294616193017e-05,
"loss": 11.9317,
"step": 3
},
{
"epoch": 0.0035392357462810374,
"grad_norm": 0.010852599516510963,
"learning_rate": 9.957224306869053e-05,
"loss": 11.9312,
"step": 4
},
{
"epoch": 0.004424044682851297,
"grad_norm": 0.012388749048113823,
"learning_rate": 9.903926402016153e-05,
"loss": 11.9317,
"step": 5
},
{
"epoch": 0.005308853619421556,
"grad_norm": 0.014882532879710197,
"learning_rate": 9.829629131445342e-05,
"loss": 11.9317,
"step": 6
},
{
"epoch": 0.006193662555991816,
"grad_norm": 0.013572714291512966,
"learning_rate": 9.73465064747553e-05,
"loss": 11.9319,
"step": 7
},
{
"epoch": 0.007078471492562075,
"grad_norm": 0.01670651137828827,
"learning_rate": 9.619397662556435e-05,
"loss": 11.9317,
"step": 8
},
{
"epoch": 0.007963280429132333,
"grad_norm": 0.01918655075132847,
"learning_rate": 9.484363707663442e-05,
"loss": 11.9294,
"step": 9
},
{
"epoch": 0.008848089365702593,
"grad_norm": 0.01989833265542984,
"learning_rate": 9.330127018922194e-05,
"loss": 11.9313,
"step": 10
},
{
"epoch": 0.009732898302272853,
"grad_norm": 0.025229739025235176,
"learning_rate": 9.157348061512727e-05,
"loss": 11.9321,
"step": 11
},
{
"epoch": 0.010617707238843112,
"grad_norm": 0.03575052320957184,
"learning_rate": 8.966766701456177e-05,
"loss": 11.9317,
"step": 12
},
{
"epoch": 0.011502516175413372,
"grad_norm": 0.012016350403428078,
"learning_rate": 8.759199037394887e-05,
"loss": 11.9318,
"step": 13
},
{
"epoch": 0.012387325111983632,
"grad_norm": 0.00892651453614235,
"learning_rate": 8.535533905932738e-05,
"loss": 11.9314,
"step": 14
},
{
"epoch": 0.01327213404855389,
"grad_norm": 0.009865213185548782,
"learning_rate": 8.296729075500344e-05,
"loss": 11.9323,
"step": 15
},
{
"epoch": 0.01415694298512415,
"grad_norm": 0.014640242792665958,
"learning_rate": 8.043807145043604e-05,
"loss": 11.932,
"step": 16
},
{
"epoch": 0.015041751921694409,
"grad_norm": 0.015863046050071716,
"learning_rate": 7.777851165098012e-05,
"loss": 11.9319,
"step": 17
},
{
"epoch": 0.015926560858264667,
"grad_norm": 0.012915559113025665,
"learning_rate": 7.500000000000001e-05,
"loss": 11.9316,
"step": 18
},
{
"epoch": 0.016811369794834927,
"grad_norm": 0.01370308082550764,
"learning_rate": 7.211443451095007e-05,
"loss": 11.9328,
"step": 19
},
{
"epoch": 0.017696178731405186,
"grad_norm": 0.015240599401295185,
"learning_rate": 6.91341716182545e-05,
"loss": 11.9315,
"step": 20
},
{
"epoch": 0.018580987667975446,
"grad_norm": 0.01878294162452221,
"learning_rate": 6.607197326515808e-05,
"loss": 11.9303,
"step": 21
},
{
"epoch": 0.019465796604545706,
"grad_norm": 0.02252139337360859,
"learning_rate": 6.294095225512603e-05,
"loss": 11.931,
"step": 22
},
{
"epoch": 0.020350605541115965,
"grad_norm": 0.023968111723661423,
"learning_rate": 5.9754516100806423e-05,
"loss": 11.9304,
"step": 23
},
{
"epoch": 0.021235414477686225,
"grad_norm": 0.02715585008263588,
"learning_rate": 5.6526309611002594e-05,
"loss": 11.9302,
"step": 24
},
{
"epoch": 0.022120223414256485,
"grad_norm": 0.058606501668691635,
"learning_rate": 5.327015646150716e-05,
"loss": 11.9267,
"step": 25
},
{
"epoch": 0.022120223414256485,
"eval_loss": 11.93093490600586,
"eval_runtime": 15.1269,
"eval_samples_per_second": 503.343,
"eval_steps_per_second": 62.934,
"step": 25
},
{
"epoch": 0.023005032350826744,
"grad_norm": 0.012165733613073826,
"learning_rate": 5e-05,
"loss": 11.9318,
"step": 26
},
{
"epoch": 0.023889841287397004,
"grad_norm": 0.014179449528455734,
"learning_rate": 4.6729843538492847e-05,
"loss": 11.9317,
"step": 27
},
{
"epoch": 0.024774650223967264,
"grad_norm": 0.012790637090802193,
"learning_rate": 4.347369038899744e-05,
"loss": 11.9315,
"step": 28
},
{
"epoch": 0.02565945916053752,
"grad_norm": 0.014043393544852734,
"learning_rate": 4.0245483899193595e-05,
"loss": 11.9309,
"step": 29
},
{
"epoch": 0.02654426809710778,
"grad_norm": 0.015668494626879692,
"learning_rate": 3.705904774487396e-05,
"loss": 11.9306,
"step": 30
},
{
"epoch": 0.02742907703367804,
"grad_norm": 0.01923270709812641,
"learning_rate": 3.392802673484193e-05,
"loss": 11.9311,
"step": 31
},
{
"epoch": 0.0283138859702483,
"grad_norm": 0.015900423750281334,
"learning_rate": 3.086582838174551e-05,
"loss": 11.9315,
"step": 32
},
{
"epoch": 0.02919869490681856,
"grad_norm": 0.02023705281317234,
"learning_rate": 2.7885565489049946e-05,
"loss": 11.9309,
"step": 33
},
{
"epoch": 0.030083503843388818,
"grad_norm": 0.02101036161184311,
"learning_rate": 2.500000000000001e-05,
"loss": 11.929,
"step": 34
},
{
"epoch": 0.030968312779959078,
"grad_norm": 0.026951618492603302,
"learning_rate": 2.2221488349019903e-05,
"loss": 11.9296,
"step": 35
},
{
"epoch": 0.031853121716529334,
"grad_norm": 0.029996080324053764,
"learning_rate": 1.9561928549563968e-05,
"loss": 11.9302,
"step": 36
},
{
"epoch": 0.032737930653099594,
"grad_norm": 0.03874776139855385,
"learning_rate": 1.703270924499656e-05,
"loss": 11.9289,
"step": 37
},
{
"epoch": 0.03362273958966985,
"grad_norm": 0.018332069739699364,
"learning_rate": 1.4644660940672627e-05,
"loss": 11.9324,
"step": 38
},
{
"epoch": 0.03450754852624011,
"grad_norm": 0.012665345333516598,
"learning_rate": 1.2408009626051137e-05,
"loss": 11.9312,
"step": 39
},
{
"epoch": 0.03539235746281037,
"grad_norm": 0.013432266190648079,
"learning_rate": 1.0332332985438248e-05,
"loss": 11.93,
"step": 40
},
{
"epoch": 0.03627716639938063,
"grad_norm": 0.014370406977832317,
"learning_rate": 8.426519384872733e-06,
"loss": 11.931,
"step": 41
},
{
"epoch": 0.03716197533595089,
"grad_norm": 0.01412659976631403,
"learning_rate": 6.698729810778065e-06,
"loss": 11.9325,
"step": 42
},
{
"epoch": 0.03804678427252115,
"grad_norm": 0.01652354560792446,
"learning_rate": 5.156362923365588e-06,
"loss": 11.9302,
"step": 43
},
{
"epoch": 0.03893159320909141,
"grad_norm": 0.020123157650232315,
"learning_rate": 3.8060233744356633e-06,
"loss": 11.931,
"step": 44
},
{
"epoch": 0.03981640214566167,
"grad_norm": 0.01787555031478405,
"learning_rate": 2.653493525244721e-06,
"loss": 11.9308,
"step": 45
},
{
"epoch": 0.04070121108223193,
"grad_norm": 0.01903703808784485,
"learning_rate": 1.70370868554659e-06,
"loss": 11.9314,
"step": 46
},
{
"epoch": 0.04158602001880219,
"grad_norm": 0.022099262103438377,
"learning_rate": 9.607359798384785e-07,
"loss": 11.9287,
"step": 47
},
{
"epoch": 0.04247082895537245,
"grad_norm": 0.022947920486330986,
"learning_rate": 4.277569313094809e-07,
"loss": 11.9296,
"step": 48
},
{
"epoch": 0.04335563789194271,
"grad_norm": 0.03329804167151451,
"learning_rate": 1.0705383806982606e-07,
"loss": 11.9314,
"step": 49
},
{
"epoch": 0.04424044682851297,
"grad_norm": 0.06478450447320938,
"learning_rate": 0.0,
"loss": 11.9282,
"step": 50
},
{
"epoch": 0.04424044682851297,
"eval_loss": 11.93070125579834,
"eval_runtime": 15.0267,
"eval_samples_per_second": 506.698,
"eval_steps_per_second": 63.354,
"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": 1042494259200.0,
"train_batch_size": 2,
"trial_name": null,
"trial_params": null
}