llamaclean / trainer_state.json
terry69's picture
Model save
2740f5e verified
raw
history blame
No virus
15.5 kB
{
"best_metric": null,
"best_model_checkpoint": null,
"epoch": 1.0,
"eval_steps": 500,
"global_step": 406,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.0024630541871921183,
"grad_norm": 0.28437623381614685,
"learning_rate": 4.8780487804878055e-06,
"loss": 0.9407,
"step": 1
},
{
"epoch": 0.012315270935960592,
"grad_norm": 0.3386021554470062,
"learning_rate": 2.4390243902439026e-05,
"loss": 0.9735,
"step": 5
},
{
"epoch": 0.024630541871921183,
"grad_norm": 0.15559862554073334,
"learning_rate": 4.878048780487805e-05,
"loss": 0.9449,
"step": 10
},
{
"epoch": 0.03694581280788178,
"grad_norm": 0.09031839668750763,
"learning_rate": 7.317073170731707e-05,
"loss": 0.9156,
"step": 15
},
{
"epoch": 0.04926108374384237,
"grad_norm": 0.07027982175350189,
"learning_rate": 9.75609756097561e-05,
"loss": 0.9273,
"step": 20
},
{
"epoch": 0.06157635467980296,
"grad_norm": 0.07974544167518616,
"learning_rate": 0.00012195121951219512,
"loss": 0.9143,
"step": 25
},
{
"epoch": 0.07389162561576355,
"grad_norm": 0.0783006027340889,
"learning_rate": 0.00014634146341463414,
"loss": 0.8985,
"step": 30
},
{
"epoch": 0.08620689655172414,
"grad_norm": 0.06993751972913742,
"learning_rate": 0.0001707317073170732,
"loss": 0.903,
"step": 35
},
{
"epoch": 0.09852216748768473,
"grad_norm": 0.07667742669582367,
"learning_rate": 0.0001951219512195122,
"loss": 0.898,
"step": 40
},
{
"epoch": 0.11083743842364532,
"grad_norm": 0.06702238321304321,
"learning_rate": 0.0001999407400739705,
"loss": 0.8896,
"step": 45
},
{
"epoch": 0.12315270935960591,
"grad_norm": 0.0696224719285965,
"learning_rate": 0.00019970011699250152,
"loss": 0.8968,
"step": 50
},
{
"epoch": 0.1354679802955665,
"grad_norm": 0.07405594736337662,
"learning_rate": 0.00019927487224577402,
"loss": 0.874,
"step": 55
},
{
"epoch": 0.1477832512315271,
"grad_norm": 0.07150493562221527,
"learning_rate": 0.0001986657932891657,
"loss": 0.8893,
"step": 60
},
{
"epoch": 0.16009852216748768,
"grad_norm": 0.07578982412815094,
"learning_rate": 0.00019787400799669154,
"loss": 0.8817,
"step": 65
},
{
"epoch": 0.1724137931034483,
"grad_norm": 0.07320016622543335,
"learning_rate": 0.00019690098257244064,
"loss": 0.87,
"step": 70
},
{
"epoch": 0.18472906403940886,
"grad_norm": 0.08941762149333954,
"learning_rate": 0.00019574851883550395,
"loss": 0.8894,
"step": 75
},
{
"epoch": 0.19704433497536947,
"grad_norm": 0.07446017116308212,
"learning_rate": 0.00019441875088341997,
"loss": 0.8722,
"step": 80
},
{
"epoch": 0.20935960591133004,
"grad_norm": 0.07567897439002991,
"learning_rate": 0.00019291414114031743,
"loss": 0.8901,
"step": 85
},
{
"epoch": 0.22167487684729065,
"grad_norm": 0.08049421012401581,
"learning_rate": 0.00019123747579707275,
"loss": 0.8814,
"step": 90
},
{
"epoch": 0.23399014778325122,
"grad_norm": 0.12433026731014252,
"learning_rate": 0.0001893918596519257,
"loss": 0.8727,
"step": 95
},
{
"epoch": 0.24630541871921183,
"grad_norm": 0.07449541985988617,
"learning_rate": 0.00018738071036110808,
"loss": 0.8672,
"step": 100
},
{
"epoch": 0.25862068965517243,
"grad_norm": 0.0773991122841835,
"learning_rate": 0.00018520775211013093,
"loss": 0.8566,
"step": 105
},
{
"epoch": 0.270935960591133,
"grad_norm": 0.07121796160936356,
"learning_rate": 0.00018287700871745036,
"loss": 0.8608,
"step": 110
},
{
"epoch": 0.2832512315270936,
"grad_norm": 0.07797464728355408,
"learning_rate": 0.00018039279618328212,
"loss": 0.8822,
"step": 115
},
{
"epoch": 0.2955665024630542,
"grad_norm": 0.0803268775343895,
"learning_rate": 0.0001777597146973627,
"loss": 0.8747,
"step": 120
},
{
"epoch": 0.3078817733990148,
"grad_norm": 0.07652761787176132,
"learning_rate": 0.00017498264012045687,
"loss": 0.8732,
"step": 125
},
{
"epoch": 0.32019704433497537,
"grad_norm": 0.07376247644424438,
"learning_rate": 0.00017206671495538612,
"loss": 0.8736,
"step": 130
},
{
"epoch": 0.33251231527093594,
"grad_norm": 0.07926958799362183,
"learning_rate": 0.0001690173388242972,
"loss": 0.8768,
"step": 135
},
{
"epoch": 0.3448275862068966,
"grad_norm": 0.0875566154718399,
"learning_rate": 0.0001658401584698049,
"loss": 0.8745,
"step": 140
},
{
"epoch": 0.35714285714285715,
"grad_norm": 0.08201688528060913,
"learning_rate": 0.00016254105729852464,
"loss": 0.8651,
"step": 145
},
{
"epoch": 0.3694581280788177,
"grad_norm": 0.08041845262050629,
"learning_rate": 0.00015912614448635782,
"loss": 0.8682,
"step": 150
},
{
"epoch": 0.3817733990147783,
"grad_norm": 0.08443805575370789,
"learning_rate": 0.00015560174366570446,
"loss": 0.8536,
"step": 155
},
{
"epoch": 0.39408866995073893,
"grad_norm": 0.07965832948684692,
"learning_rate": 0.0001519743812155516,
"loss": 0.8482,
"step": 160
},
{
"epoch": 0.4064039408866995,
"grad_norm": 0.08292090147733688,
"learning_rate": 0.00014825077417612186,
"loss": 0.8758,
"step": 165
},
{
"epoch": 0.4187192118226601,
"grad_norm": 0.08210255950689316,
"learning_rate": 0.00014443781781046136,
"loss": 0.8585,
"step": 170
},
{
"epoch": 0.43103448275862066,
"grad_norm": 0.07735207676887512,
"learning_rate": 0.00014054257283599973,
"loss": 0.9106,
"step": 175
},
{
"epoch": 0.4433497536945813,
"grad_norm": 0.0821058601140976,
"learning_rate": 0.00013657225234972695,
"loss": 0.8574,
"step": 180
},
{
"epoch": 0.45566502463054187,
"grad_norm": 0.08240474760532379,
"learning_rate": 0.00013253420847119803,
"loss": 0.8767,
"step": 185
},
{
"epoch": 0.46798029556650245,
"grad_norm": 0.07591621577739716,
"learning_rate": 0.0001284359187281004,
"loss": 0.8537,
"step": 190
},
{
"epoch": 0.4802955665024631,
"grad_norm": 0.07926048338413239,
"learning_rate": 0.0001242849722095936,
"loss": 0.8698,
"step": 195
},
{
"epoch": 0.49261083743842365,
"grad_norm": 0.08197298645973206,
"learning_rate": 0.00012008905551306356,
"loss": 0.8533,
"step": 200
},
{
"epoch": 0.5049261083743842,
"grad_norm": 0.07661041617393494,
"learning_rate": 0.00011585593851031347,
"loss": 0.8642,
"step": 205
},
{
"epoch": 0.5172413793103449,
"grad_norm": 0.0772751197218895,
"learning_rate": 0.00011159345995955006,
"loss": 0.8688,
"step": 210
},
{
"epoch": 0.5295566502463054,
"grad_norm": 0.08168666064739227,
"learning_rate": 0.00010730951298980776,
"loss": 0.8674,
"step": 215
},
{
"epoch": 0.541871921182266,
"grad_norm": 0.08107247948646545,
"learning_rate": 0.00010301203048469083,
"loss": 0.873,
"step": 220
},
{
"epoch": 0.5541871921182266,
"grad_norm": 0.07802799344062805,
"learning_rate": 9.870897039249911e-05,
"loss": 0.8521,
"step": 225
},
{
"epoch": 0.5665024630541872,
"grad_norm": 0.07647371292114258,
"learning_rate": 9.440830098993969e-05,
"loss": 0.8582,
"step": 230
},
{
"epoch": 0.5788177339901478,
"grad_norm": 0.08646470308303833,
"learning_rate": 9.011798612671286e-05,
"loss": 0.8612,
"step": 235
},
{
"epoch": 0.5911330049261084,
"grad_norm": 0.0776691734790802,
"learning_rate": 8.58459704782957e-05,
"loss": 0.8586,
"step": 240
},
{
"epoch": 0.603448275862069,
"grad_norm": 0.08570775389671326,
"learning_rate": 8.160016483423199e-05,
"loss": 0.8574,
"step": 245
},
{
"epoch": 0.6157635467980296,
"grad_norm": 0.08003751933574677,
"learning_rate": 7.738843144917119e-05,
"loss": 0.854,
"step": 250
},
{
"epoch": 0.6280788177339901,
"grad_norm": 0.08129052817821503,
"learning_rate": 7.321856948378259e-05,
"loss": 0.8636,
"step": 255
},
{
"epoch": 0.6403940886699507,
"grad_norm": 0.08401297777891159,
"learning_rate": 6.909830056250527e-05,
"loss": 0.8673,
"step": 260
},
{
"epoch": 0.6527093596059114,
"grad_norm": 0.07763602584600449,
"learning_rate": 6.503525447487715e-05,
"loss": 0.8757,
"step": 265
},
{
"epoch": 0.6650246305418719,
"grad_norm": 0.10503505915403366,
"learning_rate": 6.103695504692122e-05,
"loss": 0.8522,
"step": 270
},
{
"epoch": 0.6773399014778325,
"grad_norm": 0.08000697195529938,
"learning_rate": 5.7110806208751655e-05,
"loss": 0.887,
"step": 275
},
{
"epoch": 0.6896551724137931,
"grad_norm": 0.07380930334329605,
"learning_rate": 5.326407828419979e-05,
"loss": 0.854,
"step": 280
},
{
"epoch": 0.7019704433497537,
"grad_norm": 0.07724297791719437,
"learning_rate": 4.9503894527847964e-05,
"loss": 0.8579,
"step": 285
},
{
"epoch": 0.7142857142857143,
"grad_norm": 0.07541344314813614,
"learning_rate": 4.583721793440188e-05,
"loss": 0.8726,
"step": 290
},
{
"epoch": 0.7266009852216748,
"grad_norm": 0.07829412072896957,
"learning_rate": 4.227083834482728e-05,
"loss": 0.8666,
"step": 295
},
{
"epoch": 0.7389162561576355,
"grad_norm": 0.08106305450201035,
"learning_rate": 3.881135987312757e-05,
"loss": 0.8425,
"step": 300
},
{
"epoch": 0.7512315270935961,
"grad_norm": 0.07838086783885956,
"learning_rate": 3.546518867704499e-05,
"loss": 0.8551,
"step": 305
},
{
"epoch": 0.7635467980295566,
"grad_norm": 0.08704580366611481,
"learning_rate": 3.223852109533112e-05,
"loss": 0.8658,
"step": 310
},
{
"epoch": 0.7758620689655172,
"grad_norm": 0.08024916052818298,
"learning_rate": 2.9137332173554043e-05,
"loss": 0.8691,
"step": 315
},
{
"epoch": 0.7881773399014779,
"grad_norm": 0.07905606925487518,
"learning_rate": 2.616736459968936e-05,
"loss": 0.8687,
"step": 320
},
{
"epoch": 0.8004926108374384,
"grad_norm": 0.07910972088575363,
"learning_rate": 2.33341180699841e-05,
"loss": 0.8592,
"step": 325
},
{
"epoch": 0.812807881773399,
"grad_norm": 0.07642722129821777,
"learning_rate": 2.0642839104785272e-05,
"loss": 0.8698,
"step": 330
},
{
"epoch": 0.8251231527093597,
"grad_norm": 0.08815363049507141,
"learning_rate": 1.8098511333192024e-05,
"loss": 0.8557,
"step": 335
},
{
"epoch": 0.8374384236453202,
"grad_norm": 0.08000471442937851,
"learning_rate": 1.570584626452173e-05,
"loss": 0.8671,
"step": 340
},
{
"epoch": 0.8497536945812808,
"grad_norm": 0.07913412153720856,
"learning_rate": 1.3469274563679402e-05,
"loss": 0.8588,
"step": 345
},
{
"epoch": 0.8620689655172413,
"grad_norm": 0.08054699003696442,
"learning_rate": 1.1392937846586215e-05,
"loss": 0.8543,
"step": 350
},
{
"epoch": 0.874384236453202,
"grad_norm": 0.08592665195465088,
"learning_rate": 9.48068101086026e-06,
"loss": 0.8595,
"step": 355
},
{
"epoch": 0.8866995073891626,
"grad_norm": 0.08113285899162292,
"learning_rate": 7.736045115951251e-06,
"loss": 0.8542,
"step": 360
},
{
"epoch": 0.8990147783251231,
"grad_norm": 0.08349265158176422,
"learning_rate": 6.16226082591359e-06,
"loss": 0.8712,
"step": 365
},
{
"epoch": 0.9113300492610837,
"grad_norm": 0.08155006915330887,
"learning_rate": 4.762242426960262e-06,
"loss": 0.8498,
"step": 370
},
{
"epoch": 0.9236453201970444,
"grad_norm": 0.08772558718919754,
"learning_rate": 3.5385824308756587e-06,
"loss": 0.8582,
"step": 375
},
{
"epoch": 0.9359605911330049,
"grad_norm": 0.08002293854951859,
"learning_rate": 2.493546774280531e-06,
"loss": 0.8623,
"step": 380
},
{
"epoch": 0.9482758620689655,
"grad_norm": 0.08070306479930878,
"learning_rate": 1.6290706226390285e-06,
"loss": 0.8508,
"step": 385
},
{
"epoch": 0.9605911330049262,
"grad_norm": 0.07980693131685257,
"learning_rate": 9.46754786777726e-07,
"loss": 0.8451,
"step": 390
},
{
"epoch": 0.9729064039408867,
"grad_norm": 0.09085196256637573,
"learning_rate": 4.4786275855247527e-07,
"loss": 0.8605,
"step": 395
},
{
"epoch": 0.9852216748768473,
"grad_norm": 0.08073560893535614,
"learning_rate": 1.333183711524133e-07,
"loss": 0.86,
"step": 400
},
{
"epoch": 0.9975369458128078,
"grad_norm": 0.08186531066894531,
"learning_rate": 3.7040883734462683e-09,
"loss": 0.8533,
"step": 405
},
{
"epoch": 1.0,
"eval_loss": NaN,
"eval_runtime": 19680.5251,
"eval_samples_per_second": 1.174,
"eval_steps_per_second": 0.294,
"step": 406
},
{
"epoch": 1.0,
"step": 406,
"total_flos": 1.566096083950502e+18,
"train_loss": 0.8717349902749649,
"train_runtime": 143000.567,
"train_samples_per_second": 0.727,
"train_steps_per_second": 0.003
}
],
"logging_steps": 5,
"max_steps": 406,
"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": 1.566096083950502e+18,
"train_batch_size": 2,
"trial_name": null,
"trial_params": null
}