lesso07's picture
Training in progress, step 75, checkpoint
e57e495 verified
raw
history blame
15.5 kB
{
"best_metric": null,
"best_model_checkpoint": null,
"epoch": 0.6224066390041494,
"eval_steps": 9,
"global_step": 75,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.008298755186721992,
"grad_norm": 0.5584869980812073,
"learning_rate": 1e-05,
"loss": 0.4386,
"step": 1
},
{
"epoch": 0.008298755186721992,
"eval_loss": 0.525488555431366,
"eval_runtime": 21.6583,
"eval_samples_per_second": 4.71,
"eval_steps_per_second": 0.6,
"step": 1
},
{
"epoch": 0.016597510373443983,
"grad_norm": 0.574292778968811,
"learning_rate": 2e-05,
"loss": 0.4623,
"step": 2
},
{
"epoch": 0.024896265560165973,
"grad_norm": 0.5636454224586487,
"learning_rate": 3e-05,
"loss": 0.9001,
"step": 3
},
{
"epoch": 0.03319502074688797,
"grad_norm": 0.464995801448822,
"learning_rate": 4e-05,
"loss": 0.3894,
"step": 4
},
{
"epoch": 0.04149377593360996,
"grad_norm": 0.48257189989089966,
"learning_rate": 5e-05,
"loss": 0.3823,
"step": 5
},
{
"epoch": 0.04979253112033195,
"grad_norm": 0.43475595116615295,
"learning_rate": 6e-05,
"loss": 0.3153,
"step": 6
},
{
"epoch": 0.058091286307053944,
"grad_norm": 0.5338840484619141,
"learning_rate": 7e-05,
"loss": 0.374,
"step": 7
},
{
"epoch": 0.06639004149377593,
"grad_norm": 0.4116763472557068,
"learning_rate": 8e-05,
"loss": 0.3165,
"step": 8
},
{
"epoch": 0.07468879668049792,
"grad_norm": 0.44430240988731384,
"learning_rate": 9e-05,
"loss": 0.3308,
"step": 9
},
{
"epoch": 0.07468879668049792,
"eval_loss": 0.36139607429504395,
"eval_runtime": 20.832,
"eval_samples_per_second": 4.896,
"eval_steps_per_second": 0.624,
"step": 9
},
{
"epoch": 0.08298755186721991,
"grad_norm": 0.43339839577674866,
"learning_rate": 0.0001,
"loss": 0.2451,
"step": 10
},
{
"epoch": 0.0912863070539419,
"grad_norm": 0.41347187757492065,
"learning_rate": 9.99695413509548e-05,
"loss": 0.4802,
"step": 11
},
{
"epoch": 0.0995850622406639,
"grad_norm": 0.39249882102012634,
"learning_rate": 9.987820251299122e-05,
"loss": 0.2027,
"step": 12
},
{
"epoch": 0.1078838174273859,
"grad_norm": 0.3496515452861786,
"learning_rate": 9.972609476841367e-05,
"loss": 0.1702,
"step": 13
},
{
"epoch": 0.11618257261410789,
"grad_norm": 0.3440171480178833,
"learning_rate": 9.951340343707852e-05,
"loss": 0.1495,
"step": 14
},
{
"epoch": 0.12448132780082988,
"grad_norm": 0.40277042984962463,
"learning_rate": 9.924038765061042e-05,
"loss": 0.3027,
"step": 15
},
{
"epoch": 0.13278008298755187,
"grad_norm": 0.45786339044570923,
"learning_rate": 9.890738003669029e-05,
"loss": 0.156,
"step": 16
},
{
"epoch": 0.14107883817427386,
"grad_norm": 0.3107019066810608,
"learning_rate": 9.851478631379982e-05,
"loss": 0.1383,
"step": 17
},
{
"epoch": 0.14937759336099585,
"grad_norm": 0.2789028286933899,
"learning_rate": 9.806308479691595e-05,
"loss": 0.1316,
"step": 18
},
{
"epoch": 0.14937759336099585,
"eval_loss": 0.2620299756526947,
"eval_runtime": 20.8181,
"eval_samples_per_second": 4.9,
"eval_steps_per_second": 0.624,
"step": 18
},
{
"epoch": 0.15767634854771784,
"grad_norm": 0.3484548032283783,
"learning_rate": 9.755282581475769e-05,
"loss": 0.152,
"step": 19
},
{
"epoch": 0.16597510373443983,
"grad_norm": 0.3380146324634552,
"learning_rate": 9.698463103929542e-05,
"loss": 0.1643,
"step": 20
},
{
"epoch": 0.17427385892116182,
"grad_norm": 0.47338756918907166,
"learning_rate": 9.635919272833938e-05,
"loss": 0.1325,
"step": 21
},
{
"epoch": 0.1825726141078838,
"grad_norm": 0.2783995568752289,
"learning_rate": 9.567727288213005e-05,
"loss": 0.1535,
"step": 22
},
{
"epoch": 0.1908713692946058,
"grad_norm": 0.4390009641647339,
"learning_rate": 9.493970231495835e-05,
"loss": 0.1582,
"step": 23
},
{
"epoch": 0.1991701244813278,
"grad_norm": 0.2531968951225281,
"learning_rate": 9.414737964294636e-05,
"loss": 0.129,
"step": 24
},
{
"epoch": 0.2074688796680498,
"grad_norm": 0.21148426830768585,
"learning_rate": 9.330127018922194e-05,
"loss": 0.1381,
"step": 25
},
{
"epoch": 0.2157676348547718,
"grad_norm": 0.38490021228790283,
"learning_rate": 9.24024048078213e-05,
"loss": 0.1646,
"step": 26
},
{
"epoch": 0.22406639004149378,
"grad_norm": 0.3353732228279114,
"learning_rate": 9.145187862775209e-05,
"loss": 0.1546,
"step": 27
},
{
"epoch": 0.22406639004149378,
"eval_loss": 0.25112995505332947,
"eval_runtime": 20.8311,
"eval_samples_per_second": 4.897,
"eval_steps_per_second": 0.624,
"step": 27
},
{
"epoch": 0.23236514522821577,
"grad_norm": 0.20061597228050232,
"learning_rate": 9.045084971874738e-05,
"loss": 0.1076,
"step": 28
},
{
"epoch": 0.24066390041493776,
"grad_norm": 0.33759647607803345,
"learning_rate": 8.940053768033609e-05,
"loss": 0.135,
"step": 29
},
{
"epoch": 0.24896265560165975,
"grad_norm": 0.44867655634880066,
"learning_rate": 8.83022221559489e-05,
"loss": 0.1674,
"step": 30
},
{
"epoch": 0.2572614107883817,
"grad_norm": 0.22644516825675964,
"learning_rate": 8.715724127386972e-05,
"loss": 0.1157,
"step": 31
},
{
"epoch": 0.26556016597510373,
"grad_norm": 0.2607629597187042,
"learning_rate": 8.596699001693255e-05,
"loss": 0.1263,
"step": 32
},
{
"epoch": 0.27385892116182575,
"grad_norm": 0.37812289595603943,
"learning_rate": 8.473291852294987e-05,
"loss": 0.1232,
"step": 33
},
{
"epoch": 0.2821576763485477,
"grad_norm": 0.1757567971944809,
"learning_rate": 8.345653031794292e-05,
"loss": 0.1075,
"step": 34
},
{
"epoch": 0.29045643153526973,
"grad_norm": 0.29007238149642944,
"learning_rate": 8.213938048432697e-05,
"loss": 0.1213,
"step": 35
},
{
"epoch": 0.2987551867219917,
"grad_norm": 0.2690522372722626,
"learning_rate": 8.07830737662829e-05,
"loss": 0.126,
"step": 36
},
{
"epoch": 0.2987551867219917,
"eval_loss": 0.24171073734760284,
"eval_runtime": 20.8568,
"eval_samples_per_second": 4.89,
"eval_steps_per_second": 0.623,
"step": 36
},
{
"epoch": 0.3070539419087137,
"grad_norm": 0.1884515881538391,
"learning_rate": 7.938926261462366e-05,
"loss": 0.1081,
"step": 37
},
{
"epoch": 0.3153526970954357,
"grad_norm": 0.15631933510303497,
"learning_rate": 7.795964517353735e-05,
"loss": 0.1287,
"step": 38
},
{
"epoch": 0.3236514522821577,
"grad_norm": 0.37540963292121887,
"learning_rate": 7.649596321166024e-05,
"loss": 0.1166,
"step": 39
},
{
"epoch": 0.33195020746887965,
"grad_norm": 0.27853959798812866,
"learning_rate": 7.500000000000001e-05,
"loss": 0.1122,
"step": 40
},
{
"epoch": 0.34024896265560167,
"grad_norm": 0.3291212320327759,
"learning_rate": 7.347357813929454e-05,
"loss": 0.1254,
"step": 41
},
{
"epoch": 0.34854771784232363,
"grad_norm": 0.3194391131401062,
"learning_rate": 7.191855733945387e-05,
"loss": 0.1155,
"step": 42
},
{
"epoch": 0.35684647302904565,
"grad_norm": 0.43088459968566895,
"learning_rate": 7.033683215379002e-05,
"loss": 0.5447,
"step": 43
},
{
"epoch": 0.3651452282157676,
"grad_norm": 0.1883140206336975,
"learning_rate": 6.873032967079561e-05,
"loss": 0.1902,
"step": 44
},
{
"epoch": 0.37344398340248963,
"grad_norm": 0.21305282413959503,
"learning_rate": 6.710100716628344e-05,
"loss": 0.1173,
"step": 45
},
{
"epoch": 0.37344398340248963,
"eval_loss": 0.23829738795757294,
"eval_runtime": 20.8696,
"eval_samples_per_second": 4.887,
"eval_steps_per_second": 0.623,
"step": 45
},
{
"epoch": 0.3817427385892116,
"grad_norm": 0.40837693214416504,
"learning_rate": 6.545084971874738e-05,
"loss": 0.1158,
"step": 46
},
{
"epoch": 0.3900414937759336,
"grad_norm": 0.22184498608112335,
"learning_rate": 6.378186779084995e-05,
"loss": 0.1132,
"step": 47
},
{
"epoch": 0.3983402489626556,
"grad_norm": 0.28481265902519226,
"learning_rate": 6.209609477998338e-05,
"loss": 0.1149,
"step": 48
},
{
"epoch": 0.4066390041493776,
"grad_norm": 0.3043873608112335,
"learning_rate": 6.0395584540887963e-05,
"loss": 0.12,
"step": 49
},
{
"epoch": 0.4149377593360996,
"grad_norm": 0.28662800788879395,
"learning_rate": 5.868240888334653e-05,
"loss": 0.1488,
"step": 50
},
{
"epoch": 0.42323651452282157,
"grad_norm": 0.5023450255393982,
"learning_rate": 5.695865504800327e-05,
"loss": 0.6348,
"step": 51
},
{
"epoch": 0.4315352697095436,
"grad_norm": 0.23465168476104736,
"learning_rate": 5.522642316338268e-05,
"loss": 0.1158,
"step": 52
},
{
"epoch": 0.43983402489626555,
"grad_norm": 0.34985145926475525,
"learning_rate": 5.348782368720626e-05,
"loss": 0.1243,
"step": 53
},
{
"epoch": 0.44813278008298757,
"grad_norm": 0.1788734644651413,
"learning_rate": 5.174497483512506e-05,
"loss": 0.165,
"step": 54
},
{
"epoch": 0.44813278008298757,
"eval_loss": 0.22840574383735657,
"eval_runtime": 20.8342,
"eval_samples_per_second": 4.896,
"eval_steps_per_second": 0.624,
"step": 54
},
{
"epoch": 0.45643153526970953,
"grad_norm": 0.24725890159606934,
"learning_rate": 5e-05,
"loss": 0.1135,
"step": 55
},
{
"epoch": 0.46473029045643155,
"grad_norm": 0.20031580328941345,
"learning_rate": 4.825502516487497e-05,
"loss": 0.1122,
"step": 56
},
{
"epoch": 0.4730290456431535,
"grad_norm": 0.2718360126018524,
"learning_rate": 4.6512176312793736e-05,
"loss": 0.1847,
"step": 57
},
{
"epoch": 0.48132780082987553,
"grad_norm": 0.30479809641838074,
"learning_rate": 4.477357683661734e-05,
"loss": 0.1487,
"step": 58
},
{
"epoch": 0.4896265560165975,
"grad_norm": 0.31583982706069946,
"learning_rate": 4.3041344951996746e-05,
"loss": 0.6241,
"step": 59
},
{
"epoch": 0.4979253112033195,
"grad_norm": 0.2300901710987091,
"learning_rate": 4.131759111665349e-05,
"loss": 0.1186,
"step": 60
},
{
"epoch": 0.5062240663900415,
"grad_norm": 0.24245917797088623,
"learning_rate": 3.960441545911204e-05,
"loss": 0.1174,
"step": 61
},
{
"epoch": 0.5145228215767634,
"grad_norm": 0.30403587222099304,
"learning_rate": 3.790390522001662e-05,
"loss": 0.1879,
"step": 62
},
{
"epoch": 0.5228215767634855,
"grad_norm": 0.22756731510162354,
"learning_rate": 3.6218132209150045e-05,
"loss": 0.1182,
"step": 63
},
{
"epoch": 0.5228215767634855,
"eval_loss": 0.22431056201457977,
"eval_runtime": 20.8796,
"eval_samples_per_second": 4.885,
"eval_steps_per_second": 0.623,
"step": 63
},
{
"epoch": 0.5311203319502075,
"grad_norm": 0.2197120040655136,
"learning_rate": 3.4549150281252636e-05,
"loss": 0.1106,
"step": 64
},
{
"epoch": 0.5394190871369294,
"grad_norm": 0.2344292849302292,
"learning_rate": 3.289899283371657e-05,
"loss": 0.0985,
"step": 65
},
{
"epoch": 0.5477178423236515,
"grad_norm": 0.22797583043575287,
"learning_rate": 3.12696703292044e-05,
"loss": 0.1015,
"step": 66
},
{
"epoch": 0.5560165975103735,
"grad_norm": 0.2751520872116089,
"learning_rate": 2.9663167846209998e-05,
"loss": 0.2086,
"step": 67
},
{
"epoch": 0.5643153526970954,
"grad_norm": 0.2529605031013489,
"learning_rate": 2.8081442660546125e-05,
"loss": 0.1148,
"step": 68
},
{
"epoch": 0.5726141078838174,
"grad_norm": 0.2754276990890503,
"learning_rate": 2.6526421860705473e-05,
"loss": 0.1237,
"step": 69
},
{
"epoch": 0.5809128630705395,
"grad_norm": 0.263017863035202,
"learning_rate": 2.500000000000001e-05,
"loss": 0.3886,
"step": 70
},
{
"epoch": 0.5892116182572614,
"grad_norm": 0.23464225232601166,
"learning_rate": 2.350403678833976e-05,
"loss": 0.1013,
"step": 71
},
{
"epoch": 0.5975103734439834,
"grad_norm": 0.33201128244400024,
"learning_rate": 2.2040354826462668e-05,
"loss": 0.1089,
"step": 72
},
{
"epoch": 0.5975103734439834,
"eval_loss": 0.22274896502494812,
"eval_runtime": 20.8128,
"eval_samples_per_second": 4.901,
"eval_steps_per_second": 0.625,
"step": 72
},
{
"epoch": 0.6058091286307054,
"grad_norm": 0.27148982882499695,
"learning_rate": 2.061073738537635e-05,
"loss": 0.3075,
"step": 73
},
{
"epoch": 0.6141078838174274,
"grad_norm": 0.21130910515785217,
"learning_rate": 1.9216926233717085e-05,
"loss": 0.1422,
"step": 74
},
{
"epoch": 0.6224066390041494,
"grad_norm": 0.18204365670681,
"learning_rate": 1.7860619515673033e-05,
"loss": 0.1057,
"step": 75
}
],
"logging_steps": 1,
"max_steps": 100,
"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": false
},
"attributes": {}
}
},
"total_flos": 9.42196850121769e+16,
"train_batch_size": 8,
"trial_name": null,
"trial_params": null
}