jssky's picture
Training in progress, step 50, checkpoint
85238a8 verified
{
"best_metric": 2.032545328140259,
"best_model_checkpoint": "miner_id_24/checkpoint-50",
"epoch": 0.5681818181818182,
"eval_steps": 25,
"global_step": 50,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.011363636363636364,
"grad_norm": 2.7021124362945557,
"learning_rate": 5e-05,
"loss": 3.1193,
"step": 1
},
{
"epoch": 0.011363636363636364,
"eval_loss": 4.739462375640869,
"eval_runtime": 16.6811,
"eval_samples_per_second": 35.549,
"eval_steps_per_second": 4.496,
"step": 1
},
{
"epoch": 0.022727272727272728,
"grad_norm": 3.2683639526367188,
"learning_rate": 0.0001,
"loss": 3.5775,
"step": 2
},
{
"epoch": 0.03409090909090909,
"grad_norm": 3.1707563400268555,
"learning_rate": 9.989294616193017e-05,
"loss": 3.5869,
"step": 3
},
{
"epoch": 0.045454545454545456,
"grad_norm": 3.4560506343841553,
"learning_rate": 9.957224306869053e-05,
"loss": 3.5091,
"step": 4
},
{
"epoch": 0.056818181818181816,
"grad_norm": 3.3004863262176514,
"learning_rate": 9.903926402016153e-05,
"loss": 3.3656,
"step": 5
},
{
"epoch": 0.06818181818181818,
"grad_norm": 2.737147092819214,
"learning_rate": 9.829629131445342e-05,
"loss": 3.0477,
"step": 6
},
{
"epoch": 0.07954545454545454,
"grad_norm": 3.0929532051086426,
"learning_rate": 9.73465064747553e-05,
"loss": 2.9262,
"step": 7
},
{
"epoch": 0.09090909090909091,
"grad_norm": 2.786226987838745,
"learning_rate": 9.619397662556435e-05,
"loss": 3.0848,
"step": 8
},
{
"epoch": 0.10227272727272728,
"grad_norm": 2.3751325607299805,
"learning_rate": 9.484363707663442e-05,
"loss": 2.8785,
"step": 9
},
{
"epoch": 0.11363636363636363,
"grad_norm": 1.8524545431137085,
"learning_rate": 9.330127018922194e-05,
"loss": 2.5988,
"step": 10
},
{
"epoch": 0.125,
"grad_norm": 1.6459931135177612,
"learning_rate": 9.157348061512727e-05,
"loss": 2.5756,
"step": 11
},
{
"epoch": 0.13636363636363635,
"grad_norm": 1.4236981868743896,
"learning_rate": 8.966766701456177e-05,
"loss": 2.5151,
"step": 12
},
{
"epoch": 0.14772727272727273,
"grad_norm": 0.9423320889472961,
"learning_rate": 8.759199037394887e-05,
"loss": 1.9782,
"step": 13
},
{
"epoch": 0.1590909090909091,
"grad_norm": 1.0780678987503052,
"learning_rate": 8.535533905932738e-05,
"loss": 1.7815,
"step": 14
},
{
"epoch": 0.17045454545454544,
"grad_norm": 1.0836559534072876,
"learning_rate": 8.296729075500344e-05,
"loss": 2.0837,
"step": 15
},
{
"epoch": 0.18181818181818182,
"grad_norm": 0.9846199750900269,
"learning_rate": 8.043807145043604e-05,
"loss": 2.0718,
"step": 16
},
{
"epoch": 0.19318181818181818,
"grad_norm": 1.0413646697998047,
"learning_rate": 7.777851165098012e-05,
"loss": 1.8915,
"step": 17
},
{
"epoch": 0.20454545454545456,
"grad_norm": 1.038799524307251,
"learning_rate": 7.500000000000001e-05,
"loss": 1.9604,
"step": 18
},
{
"epoch": 0.2159090909090909,
"grad_norm": 1.0064616203308105,
"learning_rate": 7.211443451095007e-05,
"loss": 2.1818,
"step": 19
},
{
"epoch": 0.22727272727272727,
"grad_norm": 0.9710341095924377,
"learning_rate": 6.91341716182545e-05,
"loss": 2.081,
"step": 20
},
{
"epoch": 0.23863636363636365,
"grad_norm": 0.9461048245429993,
"learning_rate": 6.607197326515808e-05,
"loss": 2.0471,
"step": 21
},
{
"epoch": 0.25,
"grad_norm": 1.106583595275879,
"learning_rate": 6.294095225512603e-05,
"loss": 2.1361,
"step": 22
},
{
"epoch": 0.26136363636363635,
"grad_norm": 1.0309126377105713,
"learning_rate": 5.9754516100806423e-05,
"loss": 2.1852,
"step": 23
},
{
"epoch": 0.2727272727272727,
"grad_norm": 1.174065113067627,
"learning_rate": 5.6526309611002594e-05,
"loss": 2.3848,
"step": 24
},
{
"epoch": 0.2840909090909091,
"grad_norm": 1.564176082611084,
"learning_rate": 5.327015646150716e-05,
"loss": 2.4425,
"step": 25
},
{
"epoch": 0.2840909090909091,
"eval_loss": 2.0682475566864014,
"eval_runtime": 16.7837,
"eval_samples_per_second": 35.332,
"eval_steps_per_second": 4.469,
"step": 25
},
{
"epoch": 0.29545454545454547,
"grad_norm": 0.7505583167076111,
"learning_rate": 5e-05,
"loss": 1.6557,
"step": 26
},
{
"epoch": 0.3068181818181818,
"grad_norm": 0.8248937129974365,
"learning_rate": 4.6729843538492847e-05,
"loss": 1.7955,
"step": 27
},
{
"epoch": 0.3181818181818182,
"grad_norm": 0.7818592190742493,
"learning_rate": 4.347369038899744e-05,
"loss": 1.7143,
"step": 28
},
{
"epoch": 0.32954545454545453,
"grad_norm": 0.9162489771842957,
"learning_rate": 4.0245483899193595e-05,
"loss": 1.8803,
"step": 29
},
{
"epoch": 0.3409090909090909,
"grad_norm": 0.8971193432807922,
"learning_rate": 3.705904774487396e-05,
"loss": 1.8417,
"step": 30
},
{
"epoch": 0.3522727272727273,
"grad_norm": 0.942955732345581,
"learning_rate": 3.392802673484193e-05,
"loss": 2.0823,
"step": 31
},
{
"epoch": 0.36363636363636365,
"grad_norm": 0.8796543478965759,
"learning_rate": 3.086582838174551e-05,
"loss": 1.8845,
"step": 32
},
{
"epoch": 0.375,
"grad_norm": 0.9612118601799011,
"learning_rate": 2.7885565489049946e-05,
"loss": 2.0512,
"step": 33
},
{
"epoch": 0.38636363636363635,
"grad_norm": 1.0305103063583374,
"learning_rate": 2.500000000000001e-05,
"loss": 2.1146,
"step": 34
},
{
"epoch": 0.3977272727272727,
"grad_norm": 1.1519629955291748,
"learning_rate": 2.2221488349019903e-05,
"loss": 2.1694,
"step": 35
},
{
"epoch": 0.4090909090909091,
"grad_norm": 1.2092336416244507,
"learning_rate": 1.9561928549563968e-05,
"loss": 2.2877,
"step": 36
},
{
"epoch": 0.42045454545454547,
"grad_norm": 1.228949785232544,
"learning_rate": 1.703270924499656e-05,
"loss": 2.4408,
"step": 37
},
{
"epoch": 0.4318181818181818,
"grad_norm": 0.9068592190742493,
"learning_rate": 1.4644660940672627e-05,
"loss": 1.8291,
"step": 38
},
{
"epoch": 0.4431818181818182,
"grad_norm": 0.9036156535148621,
"learning_rate": 1.2408009626051137e-05,
"loss": 1.5543,
"step": 39
},
{
"epoch": 0.45454545454545453,
"grad_norm": 0.8183141946792603,
"learning_rate": 1.0332332985438248e-05,
"loss": 1.6965,
"step": 40
},
{
"epoch": 0.4659090909090909,
"grad_norm": 0.7449139952659607,
"learning_rate": 8.426519384872733e-06,
"loss": 1.5929,
"step": 41
},
{
"epoch": 0.4772727272727273,
"grad_norm": 0.9520010948181152,
"learning_rate": 6.698729810778065e-06,
"loss": 2.0831,
"step": 42
},
{
"epoch": 0.48863636363636365,
"grad_norm": 0.9523089528083801,
"learning_rate": 5.156362923365588e-06,
"loss": 2.0609,
"step": 43
},
{
"epoch": 0.5,
"grad_norm": 0.8622874021530151,
"learning_rate": 3.8060233744356633e-06,
"loss": 1.8157,
"step": 44
},
{
"epoch": 0.5113636363636364,
"grad_norm": 0.9605145454406738,
"learning_rate": 2.653493525244721e-06,
"loss": 2.0216,
"step": 45
},
{
"epoch": 0.5227272727272727,
"grad_norm": 0.9834564328193665,
"learning_rate": 1.70370868554659e-06,
"loss": 2.0998,
"step": 46
},
{
"epoch": 0.5340909090909091,
"grad_norm": 0.9851539731025696,
"learning_rate": 9.607359798384785e-07,
"loss": 2.2128,
"step": 47
},
{
"epoch": 0.5454545454545454,
"grad_norm": 1.0516159534454346,
"learning_rate": 4.277569313094809e-07,
"loss": 2.1404,
"step": 48
},
{
"epoch": 0.5568181818181818,
"grad_norm": 1.004589319229126,
"learning_rate": 1.0705383806982606e-07,
"loss": 2.2279,
"step": 49
},
{
"epoch": 0.5681818181818182,
"grad_norm": 1.3169046640396118,
"learning_rate": 0.0,
"loss": 2.3239,
"step": 50
},
{
"epoch": 0.5681818181818182,
"eval_loss": 2.032545328140259,
"eval_runtime": 16.7126,
"eval_samples_per_second": 35.482,
"eval_steps_per_second": 4.488,
"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": 8.33416392081408e+16,
"train_batch_size": 2,
"trial_name": null,
"trial_params": null
}