0x1202's picture
Training in progress, step 100, checkpoint
c5db7ea verified
raw
history blame
18.6 kB
{
"best_metric": 0.933211624622345,
"best_model_checkpoint": "miner_id_24/checkpoint-100",
"epoch": 0.09000900090009001,
"eval_steps": 50,
"global_step": 100,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.0009000900090009,
"grad_norm": 5.405413627624512,
"learning_rate": 1e-06,
"loss": 2.6833,
"step": 1
},
{
"epoch": 0.0009000900090009,
"eval_loss": 1.522924780845642,
"eval_runtime": 106.2023,
"eval_samples_per_second": 4.407,
"eval_steps_per_second": 1.102,
"step": 1
},
{
"epoch": 0.0018001800180018,
"grad_norm": 6.125265121459961,
"learning_rate": 2e-06,
"loss": 2.7378,
"step": 2
},
{
"epoch": 0.0027002700270027003,
"grad_norm": 5.993320465087891,
"learning_rate": 3e-06,
"loss": 2.9158,
"step": 3
},
{
"epoch": 0.0036003600360036,
"grad_norm": 6.266770362854004,
"learning_rate": 4e-06,
"loss": 2.7044,
"step": 4
},
{
"epoch": 0.004500450045004501,
"grad_norm": 6.800923824310303,
"learning_rate": 4.9999999999999996e-06,
"loss": 2.8806,
"step": 5
},
{
"epoch": 0.0054005400540054005,
"grad_norm": 6.074341297149658,
"learning_rate": 6e-06,
"loss": 2.7618,
"step": 6
},
{
"epoch": 0.0063006300630063005,
"grad_norm": 5.479096412658691,
"learning_rate": 7e-06,
"loss": 2.5574,
"step": 7
},
{
"epoch": 0.0072007200720072,
"grad_norm": 3.8990819454193115,
"learning_rate": 8e-06,
"loss": 2.425,
"step": 8
},
{
"epoch": 0.008100810081008101,
"grad_norm": 3.068220376968384,
"learning_rate": 9e-06,
"loss": 2.6252,
"step": 9
},
{
"epoch": 0.009000900090009001,
"grad_norm": 3.1901001930236816,
"learning_rate": 9.999999999999999e-06,
"loss": 2.4851,
"step": 10
},
{
"epoch": 0.009900990099009901,
"grad_norm": 3.36604380607605,
"learning_rate": 1.1e-05,
"loss": 2.4045,
"step": 11
},
{
"epoch": 0.010801080108010801,
"grad_norm": 2.9655489921569824,
"learning_rate": 1.2e-05,
"loss": 2.5242,
"step": 12
},
{
"epoch": 0.011701170117011701,
"grad_norm": 2.827815532684326,
"learning_rate": 1.3000000000000001e-05,
"loss": 2.6771,
"step": 13
},
{
"epoch": 0.012601260126012601,
"grad_norm": 2.3643851280212402,
"learning_rate": 1.4e-05,
"loss": 2.5468,
"step": 14
},
{
"epoch": 0.013501350135013501,
"grad_norm": 2.146620273590088,
"learning_rate": 1.5e-05,
"loss": 2.2051,
"step": 15
},
{
"epoch": 0.0144014401440144,
"grad_norm": 2.0729222297668457,
"learning_rate": 1.6e-05,
"loss": 2.5173,
"step": 16
},
{
"epoch": 0.0153015301530153,
"grad_norm": 1.7945488691329956,
"learning_rate": 1.7e-05,
"loss": 2.0158,
"step": 17
},
{
"epoch": 0.016201620162016202,
"grad_norm": 1.7809333801269531,
"learning_rate": 1.8e-05,
"loss": 2.3056,
"step": 18
},
{
"epoch": 0.017101710171017102,
"grad_norm": 1.6572290658950806,
"learning_rate": 1.9e-05,
"loss": 2.4406,
"step": 19
},
{
"epoch": 0.018001800180018002,
"grad_norm": 1.8199654817581177,
"learning_rate": 1.9999999999999998e-05,
"loss": 2.3008,
"step": 20
},
{
"epoch": 0.018901890189018902,
"grad_norm": 1.445672869682312,
"learning_rate": 2.1e-05,
"loss": 2.4013,
"step": 21
},
{
"epoch": 0.019801980198019802,
"grad_norm": 1.3299720287322998,
"learning_rate": 2.2e-05,
"loss": 2.5153,
"step": 22
},
{
"epoch": 0.020702070207020702,
"grad_norm": 1.3345452547073364,
"learning_rate": 2.3000000000000003e-05,
"loss": 1.9483,
"step": 23
},
{
"epoch": 0.021602160216021602,
"grad_norm": 1.339888334274292,
"learning_rate": 2.4e-05,
"loss": 2.2493,
"step": 24
},
{
"epoch": 0.022502250225022502,
"grad_norm": 1.1863774061203003,
"learning_rate": 2.5e-05,
"loss": 2.0514,
"step": 25
},
{
"epoch": 0.023402340234023402,
"grad_norm": 1.347615361213684,
"learning_rate": 2.6000000000000002e-05,
"loss": 2.1209,
"step": 26
},
{
"epoch": 0.024302430243024302,
"grad_norm": 1.3726738691329956,
"learning_rate": 2.7000000000000002e-05,
"loss": 2.08,
"step": 27
},
{
"epoch": 0.025202520252025202,
"grad_norm": 1.4481537342071533,
"learning_rate": 2.8e-05,
"loss": 2.1589,
"step": 28
},
{
"epoch": 0.026102610261026102,
"grad_norm": 1.3069828748703003,
"learning_rate": 2.9e-05,
"loss": 2.0717,
"step": 29
},
{
"epoch": 0.027002700270027002,
"grad_norm": 1.3439555168151855,
"learning_rate": 3e-05,
"loss": 2.3236,
"step": 30
},
{
"epoch": 0.0279027902790279,
"grad_norm": 1.3758991956710815,
"learning_rate": 2.9984895998119723e-05,
"loss": 2.3634,
"step": 31
},
{
"epoch": 0.0288028802880288,
"grad_norm": 1.342500925064087,
"learning_rate": 2.993961440992859e-05,
"loss": 2.4211,
"step": 32
},
{
"epoch": 0.0297029702970297,
"grad_norm": 1.2951146364212036,
"learning_rate": 2.9864246426519023e-05,
"loss": 2.0738,
"step": 33
},
{
"epoch": 0.0306030603060306,
"grad_norm": 1.210880994796753,
"learning_rate": 2.9758943828979444e-05,
"loss": 2.3646,
"step": 34
},
{
"epoch": 0.0315031503150315,
"grad_norm": 1.453122854232788,
"learning_rate": 2.9623918682727355e-05,
"loss": 2.1522,
"step": 35
},
{
"epoch": 0.032403240324032405,
"grad_norm": 1.259437084197998,
"learning_rate": 2.9459442910437798e-05,
"loss": 2.5665,
"step": 36
},
{
"epoch": 0.0333033303330333,
"grad_norm": 1.358750581741333,
"learning_rate": 2.9265847744427305e-05,
"loss": 2.101,
"step": 37
},
{
"epoch": 0.034203420342034205,
"grad_norm": 1.1546375751495361,
"learning_rate": 2.904352305959606e-05,
"loss": 2.0149,
"step": 38
},
{
"epoch": 0.0351035103510351,
"grad_norm": 1.28835928440094,
"learning_rate": 2.8792916588271762e-05,
"loss": 2.9375,
"step": 39
},
{
"epoch": 0.036003600360036005,
"grad_norm": 1.1649773120880127,
"learning_rate": 2.8514533018536286e-05,
"loss": 2.2544,
"step": 40
},
{
"epoch": 0.0369036903690369,
"grad_norm": 1.1442354917526245,
"learning_rate": 2.820893297785107e-05,
"loss": 2.6504,
"step": 41
},
{
"epoch": 0.037803780378037805,
"grad_norm": 1.11664617061615,
"learning_rate": 2.7876731904027994e-05,
"loss": 2.8791,
"step": 42
},
{
"epoch": 0.0387038703870387,
"grad_norm": 1.0840619802474976,
"learning_rate": 2.7518598805819542e-05,
"loss": 2.6283,
"step": 43
},
{
"epoch": 0.039603960396039604,
"grad_norm": 1.1481599807739258,
"learning_rate": 2.7135254915624213e-05,
"loss": 2.7925,
"step": 44
},
{
"epoch": 0.0405040504050405,
"grad_norm": 1.1215124130249023,
"learning_rate": 2.672747223702045e-05,
"loss": 3.1867,
"step": 45
},
{
"epoch": 0.041404140414041404,
"grad_norm": 1.1518648862838745,
"learning_rate": 2.6296071990054167e-05,
"loss": 2.9494,
"step": 46
},
{
"epoch": 0.0423042304230423,
"grad_norm": 1.0652910470962524,
"learning_rate": 2.5841922957410875e-05,
"loss": 3.5141,
"step": 47
},
{
"epoch": 0.043204320432043204,
"grad_norm": 1.111494541168213,
"learning_rate": 2.5365939734802973e-05,
"loss": 3.3104,
"step": 48
},
{
"epoch": 0.04410441044104411,
"grad_norm": 1.044433832168579,
"learning_rate": 2.4869080889095693e-05,
"loss": 2.6152,
"step": 49
},
{
"epoch": 0.045004500450045004,
"grad_norm": 0.9503619074821472,
"learning_rate": 2.4352347027881003e-05,
"loss": 2.9733,
"step": 50
},
{
"epoch": 0.045004500450045004,
"eval_loss": 0.9813548922538757,
"eval_runtime": 107.9014,
"eval_samples_per_second": 4.337,
"eval_steps_per_second": 1.084,
"step": 50
},
{
"epoch": 0.04590459045904591,
"grad_norm": 5.705034255981445,
"learning_rate": 2.3816778784387097e-05,
"loss": 1.3283,
"step": 51
},
{
"epoch": 0.046804680468046804,
"grad_norm": 3.1250901222229004,
"learning_rate": 2.3263454721781537e-05,
"loss": 1.1372,
"step": 52
},
{
"epoch": 0.04770477047704771,
"grad_norm": 3.5653185844421387,
"learning_rate": 2.2693489161088592e-05,
"loss": 1.1422,
"step": 53
},
{
"epoch": 0.048604860486048604,
"grad_norm": 2.5940499305725098,
"learning_rate": 2.210802993709498e-05,
"loss": 1.0782,
"step": 54
},
{
"epoch": 0.04950495049504951,
"grad_norm": 1.700508713722229,
"learning_rate": 2.1508256086763372e-05,
"loss": 0.8352,
"step": 55
},
{
"epoch": 0.050405040504050404,
"grad_norm": 1.5756418704986572,
"learning_rate": 2.0895375474808857e-05,
"loss": 1.3823,
"step": 56
},
{
"epoch": 0.05130513051305131,
"grad_norm": 1.4209038019180298,
"learning_rate": 2.0270622361220143e-05,
"loss": 1.1883,
"step": 57
},
{
"epoch": 0.052205220522052204,
"grad_norm": 1.3939372301101685,
"learning_rate": 1.963525491562421e-05,
"loss": 1.0329,
"step": 58
},
{
"epoch": 0.05310531053105311,
"grad_norm": 1.2505179643630981,
"learning_rate": 1.8990552683500128e-05,
"loss": 1.2086,
"step": 59
},
{
"epoch": 0.054005400540054004,
"grad_norm": 1.3785752058029175,
"learning_rate": 1.8337814009344716e-05,
"loss": 1.0227,
"step": 60
},
{
"epoch": 0.05490549054905491,
"grad_norm": 1.367503046989441,
"learning_rate": 1.767835342197955e-05,
"loss": 1.609,
"step": 61
},
{
"epoch": 0.0558055805580558,
"grad_norm": 1.2117955684661865,
"learning_rate": 1.7013498987264832e-05,
"loss": 1.3177,
"step": 62
},
{
"epoch": 0.05670567056705671,
"grad_norm": 1.0135844945907593,
"learning_rate": 1.6344589633551502e-05,
"loss": 1.4245,
"step": 63
},
{
"epoch": 0.0576057605760576,
"grad_norm": 1.1287009716033936,
"learning_rate": 1.5672972455257726e-05,
"loss": 1.5013,
"step": 64
},
{
"epoch": 0.05850585058505851,
"grad_norm": 1.2982141971588135,
"learning_rate": 1.5e-05,
"loss": 1.5079,
"step": 65
},
{
"epoch": 0.0594059405940594,
"grad_norm": 1.1244807243347168,
"learning_rate": 1.4327027544742281e-05,
"loss": 2.046,
"step": 66
},
{
"epoch": 0.06030603060306031,
"grad_norm": 0.9998478293418884,
"learning_rate": 1.36554103664485e-05,
"loss": 1.3912,
"step": 67
},
{
"epoch": 0.0612061206120612,
"grad_norm": 1.026103138923645,
"learning_rate": 1.2986501012735174e-05,
"loss": 1.6617,
"step": 68
},
{
"epoch": 0.062106210621062106,
"grad_norm": 1.0572633743286133,
"learning_rate": 1.2321646578020452e-05,
"loss": 1.7724,
"step": 69
},
{
"epoch": 0.063006300630063,
"grad_norm": 1.105764389038086,
"learning_rate": 1.1662185990655285e-05,
"loss": 1.4844,
"step": 70
},
{
"epoch": 0.0639063906390639,
"grad_norm": 0.9881569147109985,
"learning_rate": 1.1009447316499875e-05,
"loss": 1.5753,
"step": 71
},
{
"epoch": 0.06480648064806481,
"grad_norm": 0.9760916829109192,
"learning_rate": 1.036474508437579e-05,
"loss": 1.7407,
"step": 72
},
{
"epoch": 0.06570657065706571,
"grad_norm": 0.998174250125885,
"learning_rate": 9.729377638779859e-06,
"loss": 1.734,
"step": 73
},
{
"epoch": 0.0666066606660666,
"grad_norm": 0.9511818289756775,
"learning_rate": 9.104624525191147e-06,
"loss": 1.6426,
"step": 74
},
{
"epoch": 0.0675067506750675,
"grad_norm": 0.995963454246521,
"learning_rate": 8.491743913236629e-06,
"loss": 1.8299,
"step": 75
},
{
"epoch": 0.06840684068406841,
"grad_norm": 0.9901272058486938,
"learning_rate": 7.89197006290502e-06,
"loss": 1.8434,
"step": 76
},
{
"epoch": 0.06930693069306931,
"grad_norm": 1.0815800428390503,
"learning_rate": 7.30651083891141e-06,
"loss": 2.1484,
"step": 77
},
{
"epoch": 0.0702070207020702,
"grad_norm": 1.1151647567749023,
"learning_rate": 6.736545278218464e-06,
"loss": 2.0096,
"step": 78
},
{
"epoch": 0.0711071107110711,
"grad_norm": 0.9471780061721802,
"learning_rate": 6.1832212156129045e-06,
"loss": 1.8158,
"step": 79
},
{
"epoch": 0.07200720072007201,
"grad_norm": 0.8763648271560669,
"learning_rate": 5.647652972118998e-06,
"loss": 1.5679,
"step": 80
},
{
"epoch": 0.07290729072907291,
"grad_norm": 1.0473607778549194,
"learning_rate": 5.130919110904311e-06,
"loss": 1.9162,
"step": 81
},
{
"epoch": 0.0738073807380738,
"grad_norm": 0.9801396727561951,
"learning_rate": 4.6340602651970304e-06,
"loss": 1.95,
"step": 82
},
{
"epoch": 0.0747074707470747,
"grad_norm": 1.2046276330947876,
"learning_rate": 4.158077042589129e-06,
"loss": 2.0275,
"step": 83
},
{
"epoch": 0.07560756075607561,
"grad_norm": 1.0073298215866089,
"learning_rate": 3.7039280099458373e-06,
"loss": 1.8993,
"step": 84
},
{
"epoch": 0.07650765076507651,
"grad_norm": 0.9107989072799683,
"learning_rate": 3.272527762979553e-06,
"loss": 1.8347,
"step": 85
},
{
"epoch": 0.0774077407740774,
"grad_norm": 1.0077648162841797,
"learning_rate": 2.86474508437579e-06,
"loss": 2.1918,
"step": 86
},
{
"epoch": 0.0783078307830783,
"grad_norm": 0.9970296621322632,
"learning_rate": 2.4814011941804603e-06,
"loss": 2.0114,
"step": 87
},
{
"epoch": 0.07920792079207921,
"grad_norm": 0.9443178176879883,
"learning_rate": 2.1232680959720085e-06,
"loss": 1.8943,
"step": 88
},
{
"epoch": 0.08010801080108011,
"grad_norm": 1.1723785400390625,
"learning_rate": 1.79106702214893e-06,
"loss": 2.5215,
"step": 89
},
{
"epoch": 0.081008100810081,
"grad_norm": 1.1029690504074097,
"learning_rate": 1.4854669814637145e-06,
"loss": 2.9212,
"step": 90
},
{
"epoch": 0.0819081908190819,
"grad_norm": 0.8593942523002625,
"learning_rate": 1.2070834117282414e-06,
"loss": 1.9948,
"step": 91
},
{
"epoch": 0.08280828082808281,
"grad_norm": 1.2536730766296387,
"learning_rate": 9.56476940403942e-07,
"loss": 2.9596,
"step": 92
},
{
"epoch": 0.08370837083708371,
"grad_norm": 1.1047546863555908,
"learning_rate": 7.341522555726971e-07,
"loss": 3.2272,
"step": 93
},
{
"epoch": 0.0846084608460846,
"grad_norm": 1.0855673551559448,
"learning_rate": 5.405570895622014e-07,
"loss": 3.1168,
"step": 94
},
{
"epoch": 0.0855085508550855,
"grad_norm": 1.0301321744918823,
"learning_rate": 3.760813172726457e-07,
"loss": 2.7688,
"step": 95
},
{
"epoch": 0.08640864086408641,
"grad_norm": 0.9736518859863281,
"learning_rate": 2.41056171020555e-07,
"loss": 2.6513,
"step": 96
},
{
"epoch": 0.08730873087308731,
"grad_norm": 1.150550365447998,
"learning_rate": 1.357535734809795e-07,
"loss": 3.3847,
"step": 97
},
{
"epoch": 0.08820882088208822,
"grad_norm": 1.075913906097412,
"learning_rate": 6.038559007141397e-08,
"loss": 2.7569,
"step": 98
},
{
"epoch": 0.0891089108910891,
"grad_norm": 1.1728016138076782,
"learning_rate": 1.510400188028116e-08,
"loss": 2.8988,
"step": 99
},
{
"epoch": 0.09000900090009001,
"grad_norm": 1.0802109241485596,
"learning_rate": 0.0,
"loss": 2.9239,
"step": 100
},
{
"epoch": 0.09000900090009001,
"eval_loss": 0.933211624622345,
"eval_runtime": 107.8918,
"eval_samples_per_second": 4.338,
"eval_steps_per_second": 1.084,
"step": 100
}
],
"logging_steps": 1,
"max_steps": 100,
"num_input_tokens_seen": 0,
"num_train_epochs": 1,
"save_steps": 50,
"stateful_callbacks": {
"EarlyStoppingCallback": {
"args": {
"early_stopping_patience": 5,
"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": 6.6422040428544e+16,
"train_batch_size": 4,
"trial_name": null,
"trial_params": null
}