dzanbek's picture
Training in progress, step 50, checkpoint
b96a396 verified
{
"best_metric": null,
"best_model_checkpoint": null,
"epoch": 0.06480881399870382,
"eval_steps": 500,
"global_step": 50,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.0012961762799740765,
"grad_norm": 6.410052299499512,
"learning_rate": 0.0001,
"loss": 1.6378,
"step": 1
},
{
"epoch": 0.002592352559948153,
"grad_norm": 5.500060081481934,
"learning_rate": 0.0002,
"loss": 1.4793,
"step": 2
},
{
"epoch": 0.0038885288399222295,
"grad_norm": 4.095714569091797,
"learning_rate": 0.00019978589232386035,
"loss": 0.988,
"step": 3
},
{
"epoch": 0.005184705119896306,
"grad_norm": 2.0647408962249756,
"learning_rate": 0.00019914448613738106,
"loss": 0.4445,
"step": 4
},
{
"epoch": 0.0064808813998703824,
"grad_norm": 1.4352781772613525,
"learning_rate": 0.00019807852804032305,
"loss": 0.2778,
"step": 5
},
{
"epoch": 0.007777057679844459,
"grad_norm": 2.030522108078003,
"learning_rate": 0.00019659258262890683,
"loss": 0.1893,
"step": 6
},
{
"epoch": 0.009073233959818535,
"grad_norm": 1.0315437316894531,
"learning_rate": 0.0001946930129495106,
"loss": 0.0831,
"step": 7
},
{
"epoch": 0.010369410239792612,
"grad_norm": 1.5501576662063599,
"learning_rate": 0.0001923879532511287,
"loss": 0.0533,
"step": 8
},
{
"epoch": 0.011665586519766688,
"grad_norm": 0.883230984210968,
"learning_rate": 0.00018968727415326884,
"loss": 0.0376,
"step": 9
},
{
"epoch": 0.012961762799740765,
"grad_norm": 1.0092142820358276,
"learning_rate": 0.00018660254037844388,
"loss": 0.0378,
"step": 10
},
{
"epoch": 0.014257939079714841,
"grad_norm": 1.1502794027328491,
"learning_rate": 0.00018314696123025454,
"loss": 0.0822,
"step": 11
},
{
"epoch": 0.015554115359688918,
"grad_norm": 0.4328291714191437,
"learning_rate": 0.00017933533402912354,
"loss": 0.0046,
"step": 12
},
{
"epoch": 0.016850291639662993,
"grad_norm": 0.6591416001319885,
"learning_rate": 0.00017518398074789775,
"loss": 0.0069,
"step": 13
},
{
"epoch": 0.01814646791963707,
"grad_norm": 0.8374271392822266,
"learning_rate": 0.00017071067811865476,
"loss": 0.0054,
"step": 14
},
{
"epoch": 0.019442644199611146,
"grad_norm": 0.335828959941864,
"learning_rate": 0.00016593458151000688,
"loss": 0.0071,
"step": 15
},
{
"epoch": 0.020738820479585224,
"grad_norm": 0.4225008189678192,
"learning_rate": 0.00016087614290087208,
"loss": 0.0046,
"step": 16
},
{
"epoch": 0.0220349967595593,
"grad_norm": 0.8661593198776245,
"learning_rate": 0.00015555702330196023,
"loss": 0.0469,
"step": 17
},
{
"epoch": 0.023331173039533377,
"grad_norm": 0.4766126871109009,
"learning_rate": 0.00015000000000000001,
"loss": 0.0093,
"step": 18
},
{
"epoch": 0.02462734931950745,
"grad_norm": 0.6881564855575562,
"learning_rate": 0.00014422886902190014,
"loss": 0.0135,
"step": 19
},
{
"epoch": 0.02592352559948153,
"grad_norm": 0.6868959665298462,
"learning_rate": 0.000138268343236509,
"loss": 0.0049,
"step": 20
},
{
"epoch": 0.027219701879455604,
"grad_norm": 0.38503697514533997,
"learning_rate": 0.00013214394653031616,
"loss": 0.0097,
"step": 21
},
{
"epoch": 0.028515878159429683,
"grad_norm": 1.0754024982452393,
"learning_rate": 0.00012588190451025207,
"loss": 0.0203,
"step": 22
},
{
"epoch": 0.029812054439403757,
"grad_norm": 0.6338533163070679,
"learning_rate": 0.00011950903220161285,
"loss": 0.0152,
"step": 23
},
{
"epoch": 0.031108230719377836,
"grad_norm": 0.6074821352958679,
"learning_rate": 0.00011305261922200519,
"loss": 0.0099,
"step": 24
},
{
"epoch": 0.03240440699935191,
"grad_norm": 0.687092125415802,
"learning_rate": 0.00010654031292301432,
"loss": 0.016,
"step": 25
},
{
"epoch": 0.033700583279325985,
"grad_norm": 0.2556341290473938,
"learning_rate": 0.0001,
"loss": 0.0023,
"step": 26
},
{
"epoch": 0.03499675955930007,
"grad_norm": 0.6813236474990845,
"learning_rate": 9.345968707698569e-05,
"loss": 0.0188,
"step": 27
},
{
"epoch": 0.03629293583927414,
"grad_norm": 0.08286161720752716,
"learning_rate": 8.694738077799488e-05,
"loss": 0.0007,
"step": 28
},
{
"epoch": 0.037589112119248216,
"grad_norm": 0.7052176594734192,
"learning_rate": 8.049096779838719e-05,
"loss": 0.0111,
"step": 29
},
{
"epoch": 0.03888528839922229,
"grad_norm": 0.5274888277053833,
"learning_rate": 7.411809548974792e-05,
"loss": 0.0241,
"step": 30
},
{
"epoch": 0.04018146467919637,
"grad_norm": 0.08222157508134842,
"learning_rate": 6.785605346968386e-05,
"loss": 0.0008,
"step": 31
},
{
"epoch": 0.04147764095917045,
"grad_norm": 0.2739109992980957,
"learning_rate": 6.173165676349103e-05,
"loss": 0.0114,
"step": 32
},
{
"epoch": 0.04277381723914452,
"grad_norm": 0.8266695737838745,
"learning_rate": 5.577113097809989e-05,
"loss": 0.0359,
"step": 33
},
{
"epoch": 0.0440699935191186,
"grad_norm": 0.05991604924201965,
"learning_rate": 5.000000000000002e-05,
"loss": 0.0006,
"step": 34
},
{
"epoch": 0.04536616979909268,
"grad_norm": 0.7909983396530151,
"learning_rate": 4.444297669803981e-05,
"loss": 0.0127,
"step": 35
},
{
"epoch": 0.046662346079066754,
"grad_norm": 0.01229810994118452,
"learning_rate": 3.9123857099127936e-05,
"loss": 0.0002,
"step": 36
},
{
"epoch": 0.04795852235904083,
"grad_norm": 0.0124417245388031,
"learning_rate": 3.406541848999312e-05,
"loss": 0.0002,
"step": 37
},
{
"epoch": 0.0492546986390149,
"grad_norm": 0.27802836894989014,
"learning_rate": 2.9289321881345254e-05,
"loss": 0.0061,
"step": 38
},
{
"epoch": 0.050550874918988985,
"grad_norm": 0.2801899313926697,
"learning_rate": 2.4816019252102273e-05,
"loss": 0.0025,
"step": 39
},
{
"epoch": 0.05184705119896306,
"grad_norm": 0.4654271602630615,
"learning_rate": 2.0664665970876496e-05,
"loss": 0.014,
"step": 40
},
{
"epoch": 0.053143227478937134,
"grad_norm": 2.02001690864563,
"learning_rate": 1.6853038769745467e-05,
"loss": 0.0504,
"step": 41
},
{
"epoch": 0.05443940375891121,
"grad_norm": 0.3809402883052826,
"learning_rate": 1.339745962155613e-05,
"loss": 0.024,
"step": 42
},
{
"epoch": 0.05573558003888529,
"grad_norm": 0.174382284283638,
"learning_rate": 1.0312725846731175e-05,
"loss": 0.0018,
"step": 43
},
{
"epoch": 0.057031756318859365,
"grad_norm": 0.7362247705459595,
"learning_rate": 7.612046748871327e-06,
"loss": 0.0051,
"step": 44
},
{
"epoch": 0.05832793259883344,
"grad_norm": 0.7474696040153503,
"learning_rate": 5.306987050489442e-06,
"loss": 0.0234,
"step": 45
},
{
"epoch": 0.059624108878807515,
"grad_norm": 0.5843119621276855,
"learning_rate": 3.40741737109318e-06,
"loss": 0.01,
"step": 46
},
{
"epoch": 0.0609202851587816,
"grad_norm": 0.575708270072937,
"learning_rate": 1.921471959676957e-06,
"loss": 0.0195,
"step": 47
},
{
"epoch": 0.06221646143875567,
"grad_norm": 0.33101776242256165,
"learning_rate": 8.555138626189618e-07,
"loss": 0.0036,
"step": 48
},
{
"epoch": 0.06351263771872975,
"grad_norm": 0.9009850025177002,
"learning_rate": 2.141076761396521e-07,
"loss": 0.0141,
"step": 49
},
{
"epoch": 0.06480881399870382,
"grad_norm": 0.6479219198226929,
"learning_rate": 0.0,
"loss": 0.0065,
"step": 50
}
],
"logging_steps": 1,
"max_steps": 50,
"num_input_tokens_seen": 0,
"num_train_epochs": 1,
"save_steps": 25,
"stateful_callbacks": {
"TrainerControl": {
"args": {
"should_epoch_stop": false,
"should_evaluate": false,
"should_log": false,
"should_save": true,
"should_training_stop": true
},
"attributes": {}
}
},
"total_flos": 7.66894361542656e+16,
"train_batch_size": 2,
"trial_name": null,
"trial_params": null
}