bbytxt's picture
Training in progress, step 50, checkpoint
10ee57b verified
raw
history blame
10.1 kB
{
"best_metric": 1.7563599348068237,
"best_model_checkpoint": "miner_id_24/checkpoint-50",
"epoch": 0.04181913225300575,
"eval_steps": 25,
"global_step": 50,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.000836382645060115,
"grad_norm": 3.9804325103759766,
"learning_rate": 1e-05,
"loss": 3.7687,
"step": 1
},
{
"epoch": 0.000836382645060115,
"eval_loss": 4.0373005867004395,
"eval_runtime": 593.6163,
"eval_samples_per_second": 3.393,
"eval_steps_per_second": 1.696,
"step": 1
},
{
"epoch": 0.00167276529012023,
"grad_norm": 4.442862510681152,
"learning_rate": 2e-05,
"loss": 3.6342,
"step": 2
},
{
"epoch": 0.002509147935180345,
"grad_norm": 3.8639018535614014,
"learning_rate": 3e-05,
"loss": 3.548,
"step": 3
},
{
"epoch": 0.00334553058024046,
"grad_norm": 3.7547290325164795,
"learning_rate": 4e-05,
"loss": 3.7124,
"step": 4
},
{
"epoch": 0.004181913225300575,
"grad_norm": 3.4392964839935303,
"learning_rate": 5e-05,
"loss": 3.4752,
"step": 5
},
{
"epoch": 0.00501829587036069,
"grad_norm": 2.760049343109131,
"learning_rate": 6e-05,
"loss": 3.0996,
"step": 6
},
{
"epoch": 0.005854678515420805,
"grad_norm": 2.3333864212036133,
"learning_rate": 7e-05,
"loss": 3.0418,
"step": 7
},
{
"epoch": 0.00669106116048092,
"grad_norm": 2.4886162281036377,
"learning_rate": 8e-05,
"loss": 3.1069,
"step": 8
},
{
"epoch": 0.007527443805541035,
"grad_norm": 2.3361315727233887,
"learning_rate": 9e-05,
"loss": 2.7407,
"step": 9
},
{
"epoch": 0.00836382645060115,
"grad_norm": 2.600538969039917,
"learning_rate": 0.0001,
"loss": 2.7452,
"step": 10
},
{
"epoch": 0.009200209095661264,
"grad_norm": 2.1821160316467285,
"learning_rate": 9.98458666866564e-05,
"loss": 2.4587,
"step": 11
},
{
"epoch": 0.01003659174072138,
"grad_norm": 2.185742139816284,
"learning_rate": 9.938441702975689e-05,
"loss": 2.3698,
"step": 12
},
{
"epoch": 0.010872974385781496,
"grad_norm": 2.1610116958618164,
"learning_rate": 9.861849601988383e-05,
"loss": 2.2467,
"step": 13
},
{
"epoch": 0.01170935703084161,
"grad_norm": 2.028902292251587,
"learning_rate": 9.755282581475769e-05,
"loss": 2.3435,
"step": 14
},
{
"epoch": 0.012545739675901725,
"grad_norm": 2.0603365898132324,
"learning_rate": 9.619397662556435e-05,
"loss": 2.3123,
"step": 15
},
{
"epoch": 0.01338212232096184,
"grad_norm": 1.7492470741271973,
"learning_rate": 9.45503262094184e-05,
"loss": 2.1589,
"step": 16
},
{
"epoch": 0.014218504966021955,
"grad_norm": 1.9020344018936157,
"learning_rate": 9.263200821770461e-05,
"loss": 1.8803,
"step": 17
},
{
"epoch": 0.01505488761108207,
"grad_norm": 1.9692450761795044,
"learning_rate": 9.045084971874738e-05,
"loss": 2.1115,
"step": 18
},
{
"epoch": 0.015891270256142186,
"grad_norm": 1.976115107536316,
"learning_rate": 8.802029828000156e-05,
"loss": 1.9854,
"step": 19
},
{
"epoch": 0.0167276529012023,
"grad_norm": 2.1534483432769775,
"learning_rate": 8.535533905932738e-05,
"loss": 2.197,
"step": 20
},
{
"epoch": 0.017564035546262416,
"grad_norm": 1.8315283060073853,
"learning_rate": 8.247240241650918e-05,
"loss": 1.9446,
"step": 21
},
{
"epoch": 0.01840041819132253,
"grad_norm": 2.2477147579193115,
"learning_rate": 7.938926261462366e-05,
"loss": 2.239,
"step": 22
},
{
"epoch": 0.019236800836382646,
"grad_norm": 1.718516230583191,
"learning_rate": 7.612492823579745e-05,
"loss": 1.955,
"step": 23
},
{
"epoch": 0.02007318348144276,
"grad_norm": 1.8015698194503784,
"learning_rate": 7.269952498697734e-05,
"loss": 1.9577,
"step": 24
},
{
"epoch": 0.020909566126502875,
"grad_norm": 1.7671033143997192,
"learning_rate": 6.91341716182545e-05,
"loss": 1.795,
"step": 25
},
{
"epoch": 0.020909566126502875,
"eval_loss": 1.9391679763793945,
"eval_runtime": 595.9573,
"eval_samples_per_second": 3.379,
"eval_steps_per_second": 1.69,
"step": 25
},
{
"epoch": 0.02174594877156299,
"grad_norm": 1.694573998451233,
"learning_rate": 6.545084971874738e-05,
"loss": 1.9518,
"step": 26
},
{
"epoch": 0.022582331416623105,
"grad_norm": 2.0041921138763428,
"learning_rate": 6.167226819279528e-05,
"loss": 1.9553,
"step": 27
},
{
"epoch": 0.02341871406168322,
"grad_norm": 1.6085962057113647,
"learning_rate": 5.782172325201155e-05,
"loss": 1.6961,
"step": 28
},
{
"epoch": 0.024255096706743334,
"grad_norm": 2.1220922470092773,
"learning_rate": 5.392295478639225e-05,
"loss": 1.9733,
"step": 29
},
{
"epoch": 0.02509147935180345,
"grad_norm": 1.6805081367492676,
"learning_rate": 5e-05,
"loss": 1.7083,
"step": 30
},
{
"epoch": 0.025927861996863564,
"grad_norm": 1.8382118940353394,
"learning_rate": 4.607704521360776e-05,
"loss": 1.7664,
"step": 31
},
{
"epoch": 0.02676424464192368,
"grad_norm": 1.6417231559753418,
"learning_rate": 4.2178276747988446e-05,
"loss": 1.6639,
"step": 32
},
{
"epoch": 0.027600627286983793,
"grad_norm": 2.0312328338623047,
"learning_rate": 3.832773180720475e-05,
"loss": 1.7982,
"step": 33
},
{
"epoch": 0.02843700993204391,
"grad_norm": 1.7858235836029053,
"learning_rate": 3.4549150281252636e-05,
"loss": 1.8593,
"step": 34
},
{
"epoch": 0.029273392577104027,
"grad_norm": 1.8406282663345337,
"learning_rate": 3.086582838174551e-05,
"loss": 1.8249,
"step": 35
},
{
"epoch": 0.03010977522216414,
"grad_norm": 1.838815450668335,
"learning_rate": 2.7300475013022663e-05,
"loss": 1.8452,
"step": 36
},
{
"epoch": 0.030946157867224256,
"grad_norm": 1.991115927696228,
"learning_rate": 2.3875071764202563e-05,
"loss": 1.7201,
"step": 37
},
{
"epoch": 0.03178254051228437,
"grad_norm": 1.6236730813980103,
"learning_rate": 2.061073738537635e-05,
"loss": 1.5592,
"step": 38
},
{
"epoch": 0.032618923157344486,
"grad_norm": 1.7485631704330444,
"learning_rate": 1.7527597583490822e-05,
"loss": 1.5686,
"step": 39
},
{
"epoch": 0.0334553058024046,
"grad_norm": 1.8818488121032715,
"learning_rate": 1.4644660940672627e-05,
"loss": 1.7336,
"step": 40
},
{
"epoch": 0.03429168844746471,
"grad_norm": 1.9881000518798828,
"learning_rate": 1.1979701719998453e-05,
"loss": 1.8232,
"step": 41
},
{
"epoch": 0.03512807109252483,
"grad_norm": 2.0539233684539795,
"learning_rate": 9.549150281252633e-06,
"loss": 1.8541,
"step": 42
},
{
"epoch": 0.035964453737584945,
"grad_norm": 2.123443365097046,
"learning_rate": 7.367991782295391e-06,
"loss": 1.8711,
"step": 43
},
{
"epoch": 0.03680083638264506,
"grad_norm": 1.6884969472885132,
"learning_rate": 5.449673790581611e-06,
"loss": 1.5576,
"step": 44
},
{
"epoch": 0.03763721902770518,
"grad_norm": 1.9117013216018677,
"learning_rate": 3.8060233744356633e-06,
"loss": 1.6863,
"step": 45
},
{
"epoch": 0.03847360167276529,
"grad_norm": 1.8388051986694336,
"learning_rate": 2.4471741852423237e-06,
"loss": 1.7621,
"step": 46
},
{
"epoch": 0.039309984317825404,
"grad_norm": 1.8650563955307007,
"learning_rate": 1.3815039801161721e-06,
"loss": 1.6786,
"step": 47
},
{
"epoch": 0.04014636696288552,
"grad_norm": 1.9526333808898926,
"learning_rate": 6.15582970243117e-07,
"loss": 1.7661,
"step": 48
},
{
"epoch": 0.04098274960794564,
"grad_norm": 2.419896364212036,
"learning_rate": 1.5413331334360182e-07,
"loss": 2.1558,
"step": 49
},
{
"epoch": 0.04181913225300575,
"grad_norm": 1.8293265104293823,
"learning_rate": 0.0,
"loss": 1.7244,
"step": 50
},
{
"epoch": 0.04181913225300575,
"eval_loss": 1.7563599348068237,
"eval_runtime": 596.0962,
"eval_samples_per_second": 3.379,
"eval_steps_per_second": 1.689,
"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": 1.65784546443264e+17,
"train_batch_size": 2,
"trial_name": null,
"trial_params": null
}