DeepDream2045's picture
Training in progress, step 50, checkpoint
cc73227 verified
{
"best_metric": 2.906017303466797,
"best_model_checkpoint": "miner_id_24/checkpoint-50",
"epoch": 0.6498781478472786,
"eval_steps": 25,
"global_step": 50,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.012997562956945572,
"grad_norm": 2.1815783977508545,
"learning_rate": 5e-05,
"loss": 4.2735,
"step": 1
},
{
"epoch": 0.012997562956945572,
"eval_loss": 4.643681526184082,
"eval_runtime": 4.5171,
"eval_samples_per_second": 114.898,
"eval_steps_per_second": 14.39,
"step": 1
},
{
"epoch": 0.025995125913891144,
"grad_norm": 2.4761829376220703,
"learning_rate": 0.0001,
"loss": 4.3582,
"step": 2
},
{
"epoch": 0.03899268887083672,
"grad_norm": 2.5254948139190674,
"learning_rate": 9.989294616193017e-05,
"loss": 4.4128,
"step": 3
},
{
"epoch": 0.05199025182778229,
"grad_norm": 2.0806477069854736,
"learning_rate": 9.957224306869053e-05,
"loss": 4.1466,
"step": 4
},
{
"epoch": 0.06498781478472786,
"grad_norm": 1.82292902469635,
"learning_rate": 9.903926402016153e-05,
"loss": 3.8892,
"step": 5
},
{
"epoch": 0.07798537774167344,
"grad_norm": 1.9830964803695679,
"learning_rate": 9.829629131445342e-05,
"loss": 3.8104,
"step": 6
},
{
"epoch": 0.09098294069861901,
"grad_norm": 1.7637877464294434,
"learning_rate": 9.73465064747553e-05,
"loss": 3.6088,
"step": 7
},
{
"epoch": 0.10398050365556458,
"grad_norm": 1.730930209159851,
"learning_rate": 9.619397662556435e-05,
"loss": 3.4998,
"step": 8
},
{
"epoch": 0.11697806661251016,
"grad_norm": 1.2427796125411987,
"learning_rate": 9.484363707663442e-05,
"loss": 3.4402,
"step": 9
},
{
"epoch": 0.12997562956945571,
"grad_norm": 1.4184691905975342,
"learning_rate": 9.330127018922194e-05,
"loss": 3.3537,
"step": 10
},
{
"epoch": 0.1429731925264013,
"grad_norm": 1.116524577140808,
"learning_rate": 9.157348061512727e-05,
"loss": 3.361,
"step": 11
},
{
"epoch": 0.15597075548334688,
"grad_norm": 1.3125693798065186,
"learning_rate": 8.966766701456177e-05,
"loss": 3.3196,
"step": 12
},
{
"epoch": 0.16896831844029245,
"grad_norm": 1.5652897357940674,
"learning_rate": 8.759199037394887e-05,
"loss": 3.3531,
"step": 13
},
{
"epoch": 0.18196588139723802,
"grad_norm": 1.2380902767181396,
"learning_rate": 8.535533905932738e-05,
"loss": 3.3461,
"step": 14
},
{
"epoch": 0.19496344435418358,
"grad_norm": 0.9211981892585754,
"learning_rate": 8.296729075500344e-05,
"loss": 3.2463,
"step": 15
},
{
"epoch": 0.20796100731112915,
"grad_norm": 1.0457210540771484,
"learning_rate": 8.043807145043604e-05,
"loss": 3.2257,
"step": 16
},
{
"epoch": 0.22095857026807472,
"grad_norm": 1.1892938613891602,
"learning_rate": 7.777851165098012e-05,
"loss": 3.1579,
"step": 17
},
{
"epoch": 0.23395613322502032,
"grad_norm": 1.3801074028015137,
"learning_rate": 7.500000000000001e-05,
"loss": 3.1586,
"step": 18
},
{
"epoch": 0.2469536961819659,
"grad_norm": 1.560684323310852,
"learning_rate": 7.211443451095007e-05,
"loss": 3.1782,
"step": 19
},
{
"epoch": 0.25995125913891143,
"grad_norm": 1.7278943061828613,
"learning_rate": 6.91341716182545e-05,
"loss": 3.0888,
"step": 20
},
{
"epoch": 0.272948822095857,
"grad_norm": 1.8793681859970093,
"learning_rate": 6.607197326515808e-05,
"loss": 3.0725,
"step": 21
},
{
"epoch": 0.2859463850528026,
"grad_norm": 1.8100998401641846,
"learning_rate": 6.294095225512603e-05,
"loss": 3.1031,
"step": 22
},
{
"epoch": 0.29894394800974816,
"grad_norm": 1.5798654556274414,
"learning_rate": 5.9754516100806423e-05,
"loss": 2.9822,
"step": 23
},
{
"epoch": 0.31194151096669376,
"grad_norm": 1.183044195175171,
"learning_rate": 5.6526309611002594e-05,
"loss": 3.0436,
"step": 24
},
{
"epoch": 0.3249390739236393,
"grad_norm": 0.942845344543457,
"learning_rate": 5.327015646150716e-05,
"loss": 2.9858,
"step": 25
},
{
"epoch": 0.3249390739236393,
"eval_loss": 3.04049015045166,
"eval_runtime": 4.5118,
"eval_samples_per_second": 115.032,
"eval_steps_per_second": 14.407,
"step": 25
},
{
"epoch": 0.3379366368805849,
"grad_norm": 1.285607933998108,
"learning_rate": 5e-05,
"loss": 3.074,
"step": 26
},
{
"epoch": 0.35093419983753044,
"grad_norm": 1.0849254131317139,
"learning_rate": 4.6729843538492847e-05,
"loss": 3.0416,
"step": 27
},
{
"epoch": 0.36393176279447603,
"grad_norm": 0.8848364353179932,
"learning_rate": 4.347369038899744e-05,
"loss": 3.0016,
"step": 28
},
{
"epoch": 0.37692932575142163,
"grad_norm": 0.8195856213569641,
"learning_rate": 4.0245483899193595e-05,
"loss": 2.9401,
"step": 29
},
{
"epoch": 0.38992688870836717,
"grad_norm": 0.7989217042922974,
"learning_rate": 3.705904774487396e-05,
"loss": 2.9424,
"step": 30
},
{
"epoch": 0.40292445166531277,
"grad_norm": 1.0459684133529663,
"learning_rate": 3.392802673484193e-05,
"loss": 3.0352,
"step": 31
},
{
"epoch": 0.4159220146222583,
"grad_norm": 0.9750694036483765,
"learning_rate": 3.086582838174551e-05,
"loss": 2.9754,
"step": 32
},
{
"epoch": 0.4289195775792039,
"grad_norm": 0.9632560014724731,
"learning_rate": 2.7885565489049946e-05,
"loss": 2.9216,
"step": 33
},
{
"epoch": 0.44191714053614944,
"grad_norm": 0.8961259722709656,
"learning_rate": 2.500000000000001e-05,
"loss": 2.9141,
"step": 34
},
{
"epoch": 0.45491470349309504,
"grad_norm": 0.8920239210128784,
"learning_rate": 2.2221488349019903e-05,
"loss": 2.9091,
"step": 35
},
{
"epoch": 0.46791226645004064,
"grad_norm": 0.9372305870056152,
"learning_rate": 1.9561928549563968e-05,
"loss": 2.9598,
"step": 36
},
{
"epoch": 0.4809098294069862,
"grad_norm": 0.9390608072280884,
"learning_rate": 1.703270924499656e-05,
"loss": 2.8996,
"step": 37
},
{
"epoch": 0.4939073923639318,
"grad_norm": 0.8650014996528625,
"learning_rate": 1.4644660940672627e-05,
"loss": 2.9825,
"step": 38
},
{
"epoch": 0.5069049553208773,
"grad_norm": 1.0225095748901367,
"learning_rate": 1.2408009626051137e-05,
"loss": 3.0036,
"step": 39
},
{
"epoch": 0.5199025182778229,
"grad_norm": 0.9922052621841431,
"learning_rate": 1.0332332985438248e-05,
"loss": 2.9469,
"step": 40
},
{
"epoch": 0.5329000812347685,
"grad_norm": 0.9688642621040344,
"learning_rate": 8.426519384872733e-06,
"loss": 2.9164,
"step": 41
},
{
"epoch": 0.545897644191714,
"grad_norm": 0.8949860334396362,
"learning_rate": 6.698729810778065e-06,
"loss": 2.9194,
"step": 42
},
{
"epoch": 0.5588952071486596,
"grad_norm": 0.768169641494751,
"learning_rate": 5.156362923365588e-06,
"loss": 2.9348,
"step": 43
},
{
"epoch": 0.5718927701056052,
"grad_norm": 0.8468419313430786,
"learning_rate": 3.8060233744356633e-06,
"loss": 2.9256,
"step": 44
},
{
"epoch": 0.5848903330625508,
"grad_norm": 0.7886675000190735,
"learning_rate": 2.653493525244721e-06,
"loss": 2.8906,
"step": 45
},
{
"epoch": 0.5978878960194963,
"grad_norm": 0.8044082522392273,
"learning_rate": 1.70370868554659e-06,
"loss": 2.8235,
"step": 46
},
{
"epoch": 0.6108854589764419,
"grad_norm": 0.7295715808868408,
"learning_rate": 9.607359798384785e-07,
"loss": 2.8605,
"step": 47
},
{
"epoch": 0.6238830219333875,
"grad_norm": 0.7860828638076782,
"learning_rate": 4.277569313094809e-07,
"loss": 2.9205,
"step": 48
},
{
"epoch": 0.6368805848903331,
"grad_norm": 0.7991708517074585,
"learning_rate": 1.0705383806982606e-07,
"loss": 2.8495,
"step": 49
},
{
"epoch": 0.6498781478472786,
"grad_norm": 0.9875921607017517,
"learning_rate": 0.0,
"loss": 2.891,
"step": 50
},
{
"epoch": 0.6498781478472786,
"eval_loss": 2.906017303466797,
"eval_runtime": 4.5116,
"eval_samples_per_second": 115.037,
"eval_steps_per_second": 14.407,
"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": 7.83042868150272e+16,
"train_batch_size": 2,
"trial_name": null,
"trial_params": null
}