MHGanainy's picture
MHGanainy/gpt2-xl-lora-ecthr-random-imbalanced-uniform-cluster-8-id-7
d8493cb verified
{
"best_metric": null,
"best_model_checkpoint": null,
"epoch": 1.0,
"eval_steps": 500,
"global_step": 11895,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.008406893652795292,
"grad_norm": 0.09369386732578278,
"learning_rate": 2.0000000000000003e-06,
"loss": 2.4107,
"step": 100
},
{
"epoch": 0.016813787305590584,
"grad_norm": 0.162967249751091,
"learning_rate": 4.000000000000001e-06,
"loss": 2.4113,
"step": 200
},
{
"epoch": 0.025220680958385876,
"grad_norm": 0.22761274874210358,
"learning_rate": 6e-06,
"loss": 2.4136,
"step": 300
},
{
"epoch": 0.03362757461118117,
"grad_norm": 0.26982206106185913,
"learning_rate": 8.000000000000001e-06,
"loss": 2.4085,
"step": 400
},
{
"epoch": 0.042034468263976464,
"grad_norm": 0.329841673374176,
"learning_rate": 1e-05,
"loss": 2.317,
"step": 500
},
{
"epoch": 0.05044136191677175,
"grad_norm": 0.42722123861312866,
"learning_rate": 1.2e-05,
"loss": 2.334,
"step": 600
},
{
"epoch": 0.05884825556956705,
"grad_norm": 0.4785993993282318,
"learning_rate": 1.4e-05,
"loss": 2.2867,
"step": 700
},
{
"epoch": 0.06725514922236234,
"grad_norm": 0.6988652348518372,
"learning_rate": 1.6000000000000003e-05,
"loss": 2.2499,
"step": 800
},
{
"epoch": 0.07566204287515763,
"grad_norm": 0.6594943404197693,
"learning_rate": 1.8e-05,
"loss": 2.2158,
"step": 900
},
{
"epoch": 0.08406893652795293,
"grad_norm": 0.5762264132499695,
"learning_rate": 2e-05,
"loss": 2.2117,
"step": 1000
},
{
"epoch": 0.09247583018074822,
"grad_norm": 0.6388180255889893,
"learning_rate": 1.999584295057038e-05,
"loss": 2.1964,
"step": 1100
},
{
"epoch": 0.1008827238335435,
"grad_norm": 0.7342377305030823,
"learning_rate": 1.9983375258493504e-05,
"loss": 2.1529,
"step": 1200
},
{
"epoch": 0.1092896174863388,
"grad_norm": 0.637233555316925,
"learning_rate": 1.996260728953182e-05,
"loss": 2.14,
"step": 1300
},
{
"epoch": 0.1176965111391341,
"grad_norm": 0.6634367108345032,
"learning_rate": 1.9933556310380036e-05,
"loss": 2.1433,
"step": 1400
},
{
"epoch": 0.12610340479192939,
"grad_norm": 0.8501883149147034,
"learning_rate": 1.9896246474309414e-05,
"loss": 2.08,
"step": 1500
},
{
"epoch": 0.13451029844472467,
"grad_norm": 0.8380800485610962,
"learning_rate": 1.9850708801086507e-05,
"loss": 2.1043,
"step": 1600
},
{
"epoch": 0.14291719209751996,
"grad_norm": 0.7901475429534912,
"learning_rate": 1.9796981151183013e-05,
"loss": 2.0605,
"step": 1700
},
{
"epoch": 0.15132408575031525,
"grad_norm": 1.0150291919708252,
"learning_rate": 1.9735108194298206e-05,
"loss": 2.0725,
"step": 1800
},
{
"epoch": 0.15973097940311054,
"grad_norm": 0.8598669767379761,
"learning_rate": 1.9665141372220112e-05,
"loss": 2.0708,
"step": 1900
},
{
"epoch": 0.16813787305590586,
"grad_norm": 0.7413082122802734,
"learning_rate": 1.9587138856056303e-05,
"loss": 2.0973,
"step": 2000
},
{
"epoch": 0.17654476670870115,
"grad_norm": 0.994321346282959,
"learning_rate": 1.9501165497869832e-05,
"loss": 2.0324,
"step": 2100
},
{
"epoch": 0.18495166036149643,
"grad_norm": 0.9418250918388367,
"learning_rate": 1.940729277676063e-05,
"loss": 2.0269,
"step": 2200
},
{
"epoch": 0.19335855401429172,
"grad_norm": 0.9771312475204468,
"learning_rate": 1.930559873943704e-05,
"loss": 2.0302,
"step": 2300
},
{
"epoch": 0.201765447667087,
"grad_norm": 0.9368925094604492,
"learning_rate": 1.9196167935327036e-05,
"loss": 2.068,
"step": 2400
},
{
"epoch": 0.2101723413198823,
"grad_norm": 0.797228991985321,
"learning_rate": 1.9079091346282977e-05,
"loss": 2.0227,
"step": 2500
},
{
"epoch": 0.2185792349726776,
"grad_norm": 1.143477439880371,
"learning_rate": 1.8954466310938405e-05,
"loss": 2.0179,
"step": 2600
},
{
"epoch": 0.22698612862547288,
"grad_norm": 1.1722630262374878,
"learning_rate": 1.8822396443779745e-05,
"loss": 2.0476,
"step": 2700
},
{
"epoch": 0.2353930222782682,
"grad_norm": 1.155578374862671,
"learning_rate": 1.868299154900018e-05,
"loss": 2.0693,
"step": 2800
},
{
"epoch": 0.24379991593106348,
"grad_norm": 0.8934180736541748,
"learning_rate": 1.8536367529207375e-05,
"loss": 2.0253,
"step": 2900
},
{
"epoch": 0.25220680958385877,
"grad_norm": 0.8130605816841125,
"learning_rate": 1.83826462890609e-05,
"loss": 2.028,
"step": 3000
},
{
"epoch": 0.26061370323665406,
"grad_norm": 0.89918452501297,
"learning_rate": 1.8221955633919495e-05,
"loss": 2.0296,
"step": 3100
},
{
"epoch": 0.26902059688944935,
"grad_norm": 0.8746682405471802,
"learning_rate": 1.8054429163582415e-05,
"loss": 2.0331,
"step": 3200
},
{
"epoch": 0.27742749054224464,
"grad_norm": 0.8571292161941528,
"learning_rate": 1.7880206161213255e-05,
"loss": 2.024,
"step": 3300
},
{
"epoch": 0.2858343841950399,
"grad_norm": 0.870735764503479,
"learning_rate": 1.7699431477538534e-05,
"loss": 2.0122,
"step": 3400
},
{
"epoch": 0.2942412778478352,
"grad_norm": 0.9568698406219482,
"learning_rate": 1.7512255410417392e-05,
"loss": 2.0081,
"step": 3500
},
{
"epoch": 0.3026481715006305,
"grad_norm": 1.3627972602844238,
"learning_rate": 1.731883357988244e-05,
"loss": 2.0088,
"step": 3600
},
{
"epoch": 0.3110550651534258,
"grad_norm": 0.857333779335022,
"learning_rate": 1.7119326798755734e-05,
"loss": 1.9904,
"step": 3700
},
{
"epoch": 0.3194619588062211,
"grad_norm": 1.0471360683441162,
"learning_rate": 1.6913900938947417e-05,
"loss": 1.98,
"step": 3800
},
{
"epoch": 0.32786885245901637,
"grad_norm": 0.9307909607887268,
"learning_rate": 1.6702726793548153e-05,
"loss": 2.0083,
"step": 3900
},
{
"epoch": 0.3362757461118117,
"grad_norm": 1.0177804231643677,
"learning_rate": 1.6485979934830084e-05,
"loss": 2.0035,
"step": 4000
},
{
"epoch": 0.344682639764607,
"grad_norm": 1.2335155010223389,
"learning_rate": 1.626384056827429e-05,
"loss": 1.991,
"step": 4100
},
{
"epoch": 0.3530895334174023,
"grad_norm": 1.20236074924469,
"learning_rate": 1.6036493382746178e-05,
"loss": 1.9894,
"step": 4200
},
{
"epoch": 0.3614964270701976,
"grad_norm": 0.9622140526771545,
"learning_rate": 1.580412739694333e-05,
"loss": 2.0082,
"step": 4300
},
{
"epoch": 0.36990332072299287,
"grad_norm": 2.1568732261657715,
"learning_rate": 1.5566935802243496e-05,
"loss": 2.0051,
"step": 4400
},
{
"epoch": 0.37831021437578816,
"grad_norm": 1.0069299936294556,
"learning_rate": 1.5325115802083373e-05,
"loss": 2.0201,
"step": 4500
},
{
"epoch": 0.38671710802858345,
"grad_norm": 0.6649059057235718,
"learning_rate": 1.5078868448001704e-05,
"loss": 2.0366,
"step": 4600
},
{
"epoch": 0.39512400168137873,
"grad_norm": 1.0054945945739746,
"learning_rate": 1.4828398472483057e-05,
"loss": 1.9987,
"step": 4700
},
{
"epoch": 0.403530895334174,
"grad_norm": 1.0743929147720337,
"learning_rate": 1.4573914118741201e-05,
"loss": 1.9302,
"step": 4800
},
{
"epoch": 0.4119377889869693,
"grad_norm": 0.9288580417633057,
"learning_rate": 1.4315626967583657e-05,
"loss": 1.9546,
"step": 4900
},
{
"epoch": 0.4203446826397646,
"grad_norm": 0.9618598818778992,
"learning_rate": 1.40537517615013e-05,
"loss": 2.0003,
"step": 5000
},
{
"epoch": 0.4287515762925599,
"grad_norm": 0.7777699828147888,
"learning_rate": 1.3788506226129348e-05,
"loss": 1.9651,
"step": 5100
},
{
"epoch": 0.4371584699453552,
"grad_norm": 1.044360876083374,
"learning_rate": 1.3520110889228104e-05,
"loss": 1.9318,
"step": 5200
},
{
"epoch": 0.44556536359815047,
"grad_norm": 0.8843343257904053,
"learning_rate": 1.3248788897334005e-05,
"loss": 1.9613,
"step": 5300
},
{
"epoch": 0.45397225725094575,
"grad_norm": 1.093237042427063,
"learning_rate": 1.2974765830233383e-05,
"loss": 2.0139,
"step": 5400
},
{
"epoch": 0.46237915090374104,
"grad_norm": 1.0078516006469727,
"learning_rate": 1.269826951341319e-05,
"loss": 1.9448,
"step": 5500
},
{
"epoch": 0.4707860445565364,
"grad_norm": 1.0868773460388184,
"learning_rate": 1.2419529828644661e-05,
"loss": 1.9463,
"step": 5600
},
{
"epoch": 0.4791929382093317,
"grad_norm": 1.2549597024917603,
"learning_rate": 1.2138778522857307e-05,
"loss": 1.966,
"step": 5700
},
{
"epoch": 0.48759983186212696,
"grad_norm": 1.0770331621170044,
"learning_rate": 1.1856249015462242e-05,
"loss": 1.9976,
"step": 5800
},
{
"epoch": 0.49600672551492225,
"grad_norm": 1.5205333232879639,
"learning_rate": 1.1572176204284986e-05,
"loss": 1.9743,
"step": 5900
},
{
"epoch": 0.5044136191677175,
"grad_norm": 1.101060390472412,
"learning_rate": 1.1286796270269076e-05,
"loss": 1.9878,
"step": 6000
},
{
"epoch": 0.5128205128205128,
"grad_norm": 1.1352288722991943,
"learning_rate": 1.1000346481112887e-05,
"loss": 1.9468,
"step": 6100
},
{
"epoch": 0.5212274064733081,
"grad_norm": 1.0924268960952759,
"learning_rate": 1.0713064994002956e-05,
"loss": 1.9728,
"step": 6200
},
{
"epoch": 0.5296343001261034,
"grad_norm": 1.0215404033660889,
"learning_rate": 1.0425190657607702e-05,
"loss": 1.9489,
"step": 6300
},
{
"epoch": 0.5380411937788987,
"grad_norm": 0.8387424349784851,
"learning_rate": 1.0136962813496306e-05,
"loss": 1.9977,
"step": 6400
},
{
"epoch": 0.546448087431694,
"grad_norm": 0.8960559368133545,
"learning_rate": 9.848621097147772e-06,
"loss": 2.0569,
"step": 6500
},
{
"epoch": 0.5548549810844893,
"grad_norm": 1.0311048030853271,
"learning_rate": 9.560405238715588e-06,
"loss": 1.9769,
"step": 6600
},
{
"epoch": 0.5632618747372846,
"grad_norm": 1.3905280828475952,
"learning_rate": 9.272554863713739e-06,
"loss": 1.9868,
"step": 6700
},
{
"epoch": 0.5716687683900799,
"grad_norm": 0.8861886858940125,
"learning_rate": 8.985309293789662e-06,
"loss": 2.0083,
"step": 6800
},
{
"epoch": 0.5800756620428752,
"grad_norm": 1.1910375356674194,
"learning_rate": 8.698907347749885e-06,
"loss": 1.9396,
"step": 6900
},
{
"epoch": 0.5884825556956704,
"grad_norm": 1.4200043678283691,
"learning_rate": 8.413587143003691e-06,
"loss": 1.938,
"step": 7000
},
{
"epoch": 0.5968894493484658,
"grad_norm": 1.2304203510284424,
"learning_rate": 8.129585897589964e-06,
"loss": 1.9756,
"step": 7100
},
{
"epoch": 0.605296343001261,
"grad_norm": 0.9935517907142639,
"learning_rate": 7.847139732951751e-06,
"loss": 1.9672,
"step": 7200
},
{
"epoch": 0.6137032366540563,
"grad_norm": 0.8960947394371033,
"learning_rate": 7.566483477622577e-06,
"loss": 1.9919,
"step": 7300
},
{
"epoch": 0.6221101303068516,
"grad_norm": 1.761006236076355,
"learning_rate": 7.28785047198767e-06,
"loss": 1.9473,
"step": 7400
},
{
"epoch": 0.6305170239596469,
"grad_norm": 0.9094328880310059,
"learning_rate": 7.011472374282457e-06,
"loss": 1.9713,
"step": 7500
},
{
"epoch": 0.6389239176124422,
"grad_norm": 1.645095944404602,
"learning_rate": 6.737578967989626e-06,
"loss": 1.9944,
"step": 7600
},
{
"epoch": 0.6473308112652375,
"grad_norm": 0.8385418653488159,
"learning_rate": 6.466397970794855e-06,
"loss": 1.9474,
"step": 7700
},
{
"epoch": 0.6557377049180327,
"grad_norm": 0.8688055276870728,
"learning_rate": 6.198154845260089e-06,
"loss": 1.9178,
"step": 7800
},
{
"epoch": 0.6641445985708281,
"grad_norm": 1.0304285287857056,
"learning_rate": 5.933072611371725e-06,
"loss": 2.0074,
"step": 7900
},
{
"epoch": 0.6725514922236234,
"grad_norm": 1.312940001487732,
"learning_rate": 5.671371661119609e-06,
"loss": 2.0371,
"step": 8000
},
{
"epoch": 0.6809583858764187,
"grad_norm": 1.2208335399627686,
"learning_rate": 5.413269575260924e-06,
"loss": 1.9319,
"step": 8100
},
{
"epoch": 0.689365279529214,
"grad_norm": 1.1482669115066528,
"learning_rate": 5.161504255249876e-06,
"loss": 1.9766,
"step": 8200
},
{
"epoch": 0.6977721731820092,
"grad_norm": 0.839103102684021,
"learning_rate": 4.911199209125536e-06,
"loss": 1.9854,
"step": 8300
},
{
"epoch": 0.7061790668348046,
"grad_norm": 0.9994194507598877,
"learning_rate": 4.665125042286226e-06,
"loss": 1.961,
"step": 8400
},
{
"epoch": 0.7145859604875998,
"grad_norm": 1.0879062414169312,
"learning_rate": 4.423486343226934e-06,
"loss": 1.9287,
"step": 8500
},
{
"epoch": 0.7229928541403952,
"grad_norm": 1.0109790563583374,
"learning_rate": 4.186484012750876e-06,
"loss": 2.0442,
"step": 8600
},
{
"epoch": 0.7313997477931904,
"grad_norm": 1.5959651470184326,
"learning_rate": 3.954315096938598e-06,
"loss": 1.9502,
"step": 8700
},
{
"epoch": 0.7398066414459857,
"grad_norm": 1.3326095342636108,
"learning_rate": 3.7271726233219098e-06,
"loss": 1.9527,
"step": 8800
},
{
"epoch": 0.748213535098781,
"grad_norm": 0.8534725308418274,
"learning_rate": 3.50524544039889e-06,
"loss": 1.9636,
"step": 8900
},
{
"epoch": 0.7566204287515763,
"grad_norm": 1.1570713520050049,
"learning_rate": 3.288718060623376e-06,
"loss": 1.9624,
"step": 9000
},
{
"epoch": 0.7650273224043715,
"grad_norm": 1.052301287651062,
"learning_rate": 3.079851782604133e-06,
"loss": 1.9601,
"step": 9100
},
{
"epoch": 0.7734342160571669,
"grad_norm": 0.9507755637168884,
"learning_rate": 2.8746010343552233e-06,
"loss": 1.958,
"step": 9200
},
{
"epoch": 0.7818411097099621,
"grad_norm": 1.406473159790039,
"learning_rate": 2.6752744132475063e-06,
"loss": 1.9672,
"step": 9300
},
{
"epoch": 0.7902480033627575,
"grad_norm": 1.400251030921936,
"learning_rate": 2.482037641404298e-06,
"loss": 1.9376,
"step": 9400
},
{
"epoch": 0.7986548970155527,
"grad_norm": 1.6398078203201294,
"learning_rate": 2.295051377788038e-06,
"loss": 1.8933,
"step": 9500
},
{
"epoch": 0.807061790668348,
"grad_norm": 0.9706113338470459,
"learning_rate": 2.1144710846268247e-06,
"loss": 1.9434,
"step": 9600
},
{
"epoch": 0.8154686843211434,
"grad_norm": 1.5242693424224854,
"learning_rate": 1.9404468981615997e-06,
"loss": 1.9754,
"step": 9700
},
{
"epoch": 0.8238755779739386,
"grad_norm": 0.9875818490982056,
"learning_rate": 1.7731235038213745e-06,
"loss": 1.9225,
"step": 9800
},
{
"epoch": 0.832282471626734,
"grad_norm": 1.1812236309051514,
"learning_rate": 1.6126400159303524e-06,
"loss": 1.933,
"step": 9900
},
{
"epoch": 0.8406893652795292,
"grad_norm": 1.3592262268066406,
"learning_rate": 1.4591298620468918e-06,
"loss": 1.9412,
"step": 10000
},
{
"epoch": 0.8490962589323245,
"grad_norm": 1.4087212085723877,
"learning_rate": 1.3127206720305264e-06,
"loss": 1.9143,
"step": 10100
},
{
"epoch": 0.8575031525851198,
"grad_norm": 1.1176539659500122,
"learning_rate": 1.1735341719292214e-06,
"loss": 1.9434,
"step": 10200
},
{
"epoch": 0.8659100462379151,
"grad_norm": 1.1962157487869263,
"learning_rate": 1.0416860827751508e-06,
"loss": 1.9573,
"step": 10300
},
{
"epoch": 0.8743169398907104,
"grad_norm": 1.2867956161499023,
"learning_rate": 9.172860243730752e-07,
"loss": 1.95,
"step": 10400
},
{
"epoch": 0.8827238335435057,
"grad_norm": 1.2648465633392334,
"learning_rate": 8.004374241613621e-07,
"loss": 2.0074,
"step": 10500
},
{
"epoch": 0.8911307271963009,
"grad_norm": 0.9942221641540527,
"learning_rate": 6.912374312213821e-07,
"loss": 2.0051,
"step": 10600
},
{
"epoch": 0.8995376208490963,
"grad_norm": 1.1690579652786255,
"learning_rate": 5.897768355068101e-07,
"loss": 1.9404,
"step": 10700
},
{
"epoch": 0.9079445145018915,
"grad_norm": 1.0716674327850342,
"learning_rate": 4.96139992359953e-07,
"loss": 1.8911,
"step": 10800
},
{
"epoch": 0.9163514081546869,
"grad_norm": 0.888635516166687,
"learning_rate": 4.10404752377892e-07,
"loss": 1.9684,
"step": 10900
},
{
"epoch": 0.9247583018074821,
"grad_norm": 1.379387617111206,
"learning_rate": 3.3264239668671873e-07,
"loss": 1.9436,
"step": 11000
},
{
"epoch": 0.9331651954602774,
"grad_norm": 1.0186644792556763,
"learning_rate": 2.629175776777071e-07,
"loss": 1.9699,
"step": 11100
},
{
"epoch": 0.9415720891130728,
"grad_norm": 0.8766846060752869,
"learning_rate": 2.0128826525467772e-07,
"loss": 2.0177,
"step": 11200
},
{
"epoch": 0.949978982765868,
"grad_norm": 1.1881805658340454,
"learning_rate": 1.4780569863723894e-07,
"loss": 1.9004,
"step": 11300
},
{
"epoch": 0.9583858764186634,
"grad_norm": 1.2002122402191162,
"learning_rate": 1.0251434376000402e-07,
"loss": 1.9331,
"step": 11400
},
{
"epoch": 0.9667927700714586,
"grad_norm": 1.5120991468429565,
"learning_rate": 6.545185630316364e-08,
"loss": 2.0019,
"step": 11500
},
{
"epoch": 0.9751996637242539,
"grad_norm": 1.2913029193878174,
"learning_rate": 3.6649050385185734e-08,
"loss": 1.9446,
"step": 11600
},
{
"epoch": 0.9836065573770492,
"grad_norm": 1.2726212739944458,
"learning_rate": 1.612987294365431e-08,
"loss": 1.933,
"step": 11700
},
{
"epoch": 0.9920134510298445,
"grad_norm": 1.3567242622375488,
"learning_rate": 3.9113838255433466e-09,
"loss": 2.0148,
"step": 11800
},
{
"epoch": 1.0,
"step": 11895,
"total_flos": 2.1665532198912e+17,
"train_loss": 2.01907276283447,
"train_runtime": 3147.1141,
"train_samples_per_second": 7.559,
"train_steps_per_second": 3.78
}
],
"logging_steps": 100,
"max_steps": 11895,
"num_input_tokens_seen": 0,
"num_train_epochs": 1,
"save_steps": 500,
"stateful_callbacks": {
"TrainerControl": {
"args": {
"should_epoch_stop": false,
"should_evaluate": false,
"should_log": false,
"should_save": true,
"should_training_stop": true
},
"attributes": {}
}
},
"total_flos": 2.1665532198912e+17,
"train_batch_size": 2,
"trial_name": null,
"trial_params": null
}