distilbert_km_5_v1 / trainer_state.json
Hartunka's picture
End of training
fbf242a verified
{
"best_metric": 6.156010150909424,
"best_model_checkpoint": "distilbert_km_5_v1/checkpoint-40000",
"epoch": 25.0,
"eval_steps": 10000,
"global_step": 59550,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.20990764063811923,
"grad_norm": 4.1612019538879395,
"learning_rate": 5e-06,
"loss": 10.8691,
"step": 500
},
{
"epoch": 0.41981528127623846,
"grad_norm": 6.82954216003418,
"learning_rate": 1e-05,
"loss": 8.7487,
"step": 1000
},
{
"epoch": 0.6297229219143576,
"grad_norm": 4.282559394836426,
"learning_rate": 1.5e-05,
"loss": 7.702,
"step": 1500
},
{
"epoch": 0.8396305625524769,
"grad_norm": 7.227361679077148,
"learning_rate": 2e-05,
"loss": 7.4143,
"step": 2000
},
{
"epoch": 1.0495382031905962,
"grad_norm": 5.336795330047607,
"learning_rate": 2.5e-05,
"loss": 7.2642,
"step": 2500
},
{
"epoch": 1.2594458438287153,
"grad_norm": 5.528139591217041,
"learning_rate": 3e-05,
"loss": 7.1155,
"step": 3000
},
{
"epoch": 1.4693534844668346,
"grad_norm": 2.545119524002075,
"learning_rate": 3.5e-05,
"loss": 6.9876,
"step": 3500
},
{
"epoch": 1.6792611251049538,
"grad_norm": 3.4349753856658936,
"learning_rate": 4e-05,
"loss": 6.8787,
"step": 4000
},
{
"epoch": 1.8891687657430731,
"grad_norm": 3.931924819946289,
"learning_rate": 4.5e-05,
"loss": 6.7918,
"step": 4500
},
{
"epoch": 2.0990764063811924,
"grad_norm": 4.56055212020874,
"learning_rate": 5e-05,
"loss": 6.7054,
"step": 5000
},
{
"epoch": 2.3089840470193117,
"grad_norm": 3.6271419525146484,
"learning_rate": 5.500000000000001e-05,
"loss": 6.6404,
"step": 5500
},
{
"epoch": 2.5188916876574305,
"grad_norm": 2.8791913986206055,
"learning_rate": 6e-05,
"loss": 6.6166,
"step": 6000
},
{
"epoch": 2.72879932829555,
"grad_norm": 4.116630554199219,
"learning_rate": 6.500000000000001e-05,
"loss": 6.581,
"step": 6500
},
{
"epoch": 2.938706968933669,
"grad_norm": 2.3085134029388428,
"learning_rate": 7e-05,
"loss": 6.5549,
"step": 7000
},
{
"epoch": 3.1486146095717884,
"grad_norm": 4.115169048309326,
"learning_rate": 7.500000000000001e-05,
"loss": 6.4992,
"step": 7500
},
{
"epoch": 3.3585222502099077,
"grad_norm": 2.6390581130981445,
"learning_rate": 8e-05,
"loss": 6.4834,
"step": 8000
},
{
"epoch": 3.568429890848027,
"grad_norm": 1.2927147150039673,
"learning_rate": 8.5e-05,
"loss": 6.4726,
"step": 8500
},
{
"epoch": 3.7783375314861463,
"grad_norm": 2.167675495147705,
"learning_rate": 9e-05,
"loss": 6.4557,
"step": 9000
},
{
"epoch": 3.988245172124265,
"grad_norm": 1.181800365447998,
"learning_rate": 9.5e-05,
"loss": 6.4393,
"step": 9500
},
{
"epoch": 4.198152812762385,
"grad_norm": 1.7572091817855835,
"learning_rate": 0.0001,
"loss": 6.3842,
"step": 10000
},
{
"epoch": 4.198152812762385,
"eval_accuracy": 0.1512006455382732,
"eval_loss": 6.3986101150512695,
"eval_runtime": 0.8622,
"eval_samples_per_second": 555.554,
"eval_steps_per_second": 5.799,
"step": 10000
},
{
"epoch": 4.408060453400504,
"grad_norm": 4.3407416343688965,
"learning_rate": 9.899091826437942e-05,
"loss": 6.3702,
"step": 10500
},
{
"epoch": 4.617968094038623,
"grad_norm": 1.3264970779418945,
"learning_rate": 9.798183652875883e-05,
"loss": 6.35,
"step": 11000
},
{
"epoch": 4.827875734676742,
"grad_norm": 1.8027888536453247,
"learning_rate": 9.697275479313825e-05,
"loss": 6.3464,
"step": 11500
},
{
"epoch": 5.037783375314861,
"grad_norm": 1.1646184921264648,
"learning_rate": 9.596367305751767e-05,
"loss": 6.3202,
"step": 12000
},
{
"epoch": 5.247691015952981,
"grad_norm": 2.508687734603882,
"learning_rate": 9.495459132189707e-05,
"loss": 6.2773,
"step": 12500
},
{
"epoch": 5.4575986565911,
"grad_norm": 1.8887676000595093,
"learning_rate": 9.394550958627649e-05,
"loss": 6.2656,
"step": 13000
},
{
"epoch": 5.667506297229219,
"grad_norm": 1.8515440225601196,
"learning_rate": 9.293642785065591e-05,
"loss": 6.2627,
"step": 13500
},
{
"epoch": 5.877413937867338,
"grad_norm": 3.072016477584839,
"learning_rate": 9.192734611503532e-05,
"loss": 6.253,
"step": 14000
},
{
"epoch": 6.087321578505458,
"grad_norm": 1.2400668859481812,
"learning_rate": 9.091826437941474e-05,
"loss": 6.2249,
"step": 14500
},
{
"epoch": 6.297229219143577,
"grad_norm": 2.7712485790252686,
"learning_rate": 8.990918264379415e-05,
"loss": 6.2009,
"step": 15000
},
{
"epoch": 6.507136859781696,
"grad_norm": 2.6809465885162354,
"learning_rate": 8.890010090817356e-05,
"loss": 6.1976,
"step": 15500
},
{
"epoch": 6.717044500419815,
"grad_norm": 1.774334192276001,
"learning_rate": 8.789101917255298e-05,
"loss": 6.1888,
"step": 16000
},
{
"epoch": 6.926952141057934,
"grad_norm": 0.7683253288269043,
"learning_rate": 8.68819374369324e-05,
"loss": 6.1836,
"step": 16500
},
{
"epoch": 7.136859781696054,
"grad_norm": 2.3543953895568848,
"learning_rate": 8.58728557013118e-05,
"loss": 6.1536,
"step": 17000
},
{
"epoch": 7.346767422334173,
"grad_norm": 0.9818401336669922,
"learning_rate": 8.486377396569122e-05,
"loss": 6.1376,
"step": 17500
},
{
"epoch": 7.5566750629722925,
"grad_norm": 1.9639158248901367,
"learning_rate": 8.385469223007064e-05,
"loss": 6.1384,
"step": 18000
},
{
"epoch": 7.766582703610411,
"grad_norm": 2.449981451034546,
"learning_rate": 8.284561049445006e-05,
"loss": 6.1326,
"step": 18500
},
{
"epoch": 7.97649034424853,
"grad_norm": 2.7381153106689453,
"learning_rate": 8.183652875882947e-05,
"loss": 6.1294,
"step": 19000
},
{
"epoch": 8.18639798488665,
"grad_norm": 1.7951849699020386,
"learning_rate": 8.082744702320889e-05,
"loss": 6.0951,
"step": 19500
},
{
"epoch": 8.39630562552477,
"grad_norm": 3.5764541625976562,
"learning_rate": 7.98183652875883e-05,
"loss": 6.092,
"step": 20000
},
{
"epoch": 8.39630562552477,
"eval_accuracy": 0.15272594629478942,
"eval_loss": 6.29288911819458,
"eval_runtime": 0.8373,
"eval_samples_per_second": 572.044,
"eval_steps_per_second": 5.971,
"step": 20000
},
{
"epoch": 8.606213266162888,
"grad_norm": 1.5810127258300781,
"learning_rate": 7.880928355196771e-05,
"loss": 6.0866,
"step": 20500
},
{
"epoch": 8.816120906801007,
"grad_norm": 1.2175865173339844,
"learning_rate": 7.780020181634713e-05,
"loss": 6.0867,
"step": 21000
},
{
"epoch": 9.026028547439127,
"grad_norm": 1.5673795938491821,
"learning_rate": 7.679112008072655e-05,
"loss": 6.0745,
"step": 21500
},
{
"epoch": 9.235936188077247,
"grad_norm": 1.137192726135254,
"learning_rate": 7.578203834510595e-05,
"loss": 6.0526,
"step": 22000
},
{
"epoch": 9.445843828715365,
"grad_norm": 1.5745199918746948,
"learning_rate": 7.477295660948537e-05,
"loss": 6.0481,
"step": 22500
},
{
"epoch": 9.655751469353484,
"grad_norm": 1.9315625429153442,
"learning_rate": 7.376387487386479e-05,
"loss": 6.0462,
"step": 23000
},
{
"epoch": 9.865659109991604,
"grad_norm": 2.34018874168396,
"learning_rate": 7.27547931382442e-05,
"loss": 6.039,
"step": 23500
},
{
"epoch": 10.075566750629722,
"grad_norm": 1.927125096321106,
"learning_rate": 7.174571140262362e-05,
"loss": 6.0236,
"step": 24000
},
{
"epoch": 10.285474391267842,
"grad_norm": 1.6729779243469238,
"learning_rate": 7.073662966700304e-05,
"loss": 6.0184,
"step": 24500
},
{
"epoch": 10.495382031905962,
"grad_norm": 2.282742977142334,
"learning_rate": 6.972754793138244e-05,
"loss": 6.0077,
"step": 25000
},
{
"epoch": 10.705289672544081,
"grad_norm": 2.206977367401123,
"learning_rate": 6.871846619576186e-05,
"loss": 6.0073,
"step": 25500
},
{
"epoch": 10.9151973131822,
"grad_norm": 1.3579425811767578,
"learning_rate": 6.770938446014128e-05,
"loss": 6.008,
"step": 26000
},
{
"epoch": 11.125104953820319,
"grad_norm": 1.0642881393432617,
"learning_rate": 6.670030272452068e-05,
"loss": 5.9908,
"step": 26500
},
{
"epoch": 11.335012594458439,
"grad_norm": 3.1353816986083984,
"learning_rate": 6.56912209889001e-05,
"loss": 5.9835,
"step": 27000
},
{
"epoch": 11.544920235096557,
"grad_norm": 1.7503684759140015,
"learning_rate": 6.468213925327952e-05,
"loss": 5.9761,
"step": 27500
},
{
"epoch": 11.754827875734676,
"grad_norm": 1.294704794883728,
"learning_rate": 6.367305751765893e-05,
"loss": 5.9729,
"step": 28000
},
{
"epoch": 11.964735516372796,
"grad_norm": 1.7032661437988281,
"learning_rate": 6.266397578203835e-05,
"loss": 5.9715,
"step": 28500
},
{
"epoch": 12.174643157010916,
"grad_norm": 1.8815373182296753,
"learning_rate": 6.165489404641777e-05,
"loss": 5.9607,
"step": 29000
},
{
"epoch": 12.384550797649034,
"grad_norm": 1.7230100631713867,
"learning_rate": 6.064581231079718e-05,
"loss": 5.9519,
"step": 29500
},
{
"epoch": 12.594458438287154,
"grad_norm": 1.5406538248062134,
"learning_rate": 5.963673057517659e-05,
"loss": 5.9558,
"step": 30000
},
{
"epoch": 12.594458438287154,
"eval_accuracy": 0.15412597587934074,
"eval_loss": 6.241944313049316,
"eval_runtime": 0.8313,
"eval_samples_per_second": 576.23,
"eval_steps_per_second": 6.015,
"step": 30000
},
{
"epoch": 12.804366078925273,
"grad_norm": 1.0840150117874146,
"learning_rate": 5.8627648839556e-05,
"loss": 5.9474,
"step": 30500
},
{
"epoch": 13.014273719563391,
"grad_norm": 3.1964223384857178,
"learning_rate": 5.7618567103935416e-05,
"loss": 5.9478,
"step": 31000
},
{
"epoch": 13.224181360201511,
"grad_norm": 0.9289094805717468,
"learning_rate": 5.660948536831484e-05,
"loss": 5.9339,
"step": 31500
},
{
"epoch": 13.43408900083963,
"grad_norm": 2.1706831455230713,
"learning_rate": 5.5600403632694254e-05,
"loss": 5.9279,
"step": 32000
},
{
"epoch": 13.64399664147775,
"grad_norm": 1.7513415813446045,
"learning_rate": 5.4591321897073666e-05,
"loss": 5.9322,
"step": 32500
},
{
"epoch": 13.853904282115868,
"grad_norm": 0.8191587328910828,
"learning_rate": 5.358224016145308e-05,
"loss": 5.9275,
"step": 33000
},
{
"epoch": 14.063811922753988,
"grad_norm": 1.4774624109268188,
"learning_rate": 5.257315842583249e-05,
"loss": 5.9204,
"step": 33500
},
{
"epoch": 14.273719563392108,
"grad_norm": 1.1845673322677612,
"learning_rate": 5.15640766902119e-05,
"loss": 5.9113,
"step": 34000
},
{
"epoch": 14.483627204030226,
"grad_norm": 1.7402995824813843,
"learning_rate": 5.055499495459133e-05,
"loss": 5.9093,
"step": 34500
},
{
"epoch": 14.693534844668346,
"grad_norm": 1.0856926441192627,
"learning_rate": 4.954591321897074e-05,
"loss": 5.9062,
"step": 35000
},
{
"epoch": 14.903442485306465,
"grad_norm": 0.9018107652664185,
"learning_rate": 4.853683148335015e-05,
"loss": 5.907,
"step": 35500
},
{
"epoch": 15.113350125944585,
"grad_norm": 0.8164610266685486,
"learning_rate": 4.7527749747729566e-05,
"loss": 5.8968,
"step": 36000
},
{
"epoch": 15.323257766582703,
"grad_norm": 1.8844313621520996,
"learning_rate": 4.6518668012108985e-05,
"loss": 5.8954,
"step": 36500
},
{
"epoch": 15.533165407220823,
"grad_norm": 0.8575370907783508,
"learning_rate": 4.55095862764884e-05,
"loss": 5.8887,
"step": 37000
},
{
"epoch": 15.743073047858942,
"grad_norm": 1.7213451862335205,
"learning_rate": 4.450050454086781e-05,
"loss": 5.8932,
"step": 37500
},
{
"epoch": 15.95298068849706,
"grad_norm": 1.2610878944396973,
"learning_rate": 4.349142280524723e-05,
"loss": 5.8888,
"step": 38000
},
{
"epoch": 16.162888329135182,
"grad_norm": 1.959447979927063,
"learning_rate": 4.248234106962664e-05,
"loss": 5.8824,
"step": 38500
},
{
"epoch": 16.3727959697733,
"grad_norm": 0.7246803045272827,
"learning_rate": 4.147325933400605e-05,
"loss": 5.8749,
"step": 39000
},
{
"epoch": 16.582703610411418,
"grad_norm": 1.3790050745010376,
"learning_rate": 4.046417759838547e-05,
"loss": 5.8792,
"step": 39500
},
{
"epoch": 16.79261125104954,
"grad_norm": 2.10178279876709,
"learning_rate": 3.9455095862764884e-05,
"loss": 5.869,
"step": 40000
},
{
"epoch": 16.79261125104954,
"eval_accuracy": 0.1524896265560166,
"eval_loss": 6.156010150909424,
"eval_runtime": 0.8057,
"eval_samples_per_second": 594.537,
"eval_steps_per_second": 6.206,
"step": 40000
},
{
"epoch": 17.002518891687657,
"grad_norm": 0.7790839672088623,
"learning_rate": 3.84460141271443e-05,
"loss": 5.8727,
"step": 40500
},
{
"epoch": 17.212426532325775,
"grad_norm": 1.1335006952285767,
"learning_rate": 3.7436932391523715e-05,
"loss": 5.8619,
"step": 41000
},
{
"epoch": 17.422334172963897,
"grad_norm": 0.7718275785446167,
"learning_rate": 3.642785065590313e-05,
"loss": 5.8582,
"step": 41500
},
{
"epoch": 17.632241813602015,
"grad_norm": 0.7538554668426514,
"learning_rate": 3.541876892028255e-05,
"loss": 5.8604,
"step": 42000
},
{
"epoch": 17.842149454240133,
"grad_norm": 0.7654014825820923,
"learning_rate": 3.440968718466196e-05,
"loss": 5.8582,
"step": 42500
},
{
"epoch": 18.052057094878254,
"grad_norm": 2.793358564376831,
"learning_rate": 3.340060544904137e-05,
"loss": 5.8547,
"step": 43000
},
{
"epoch": 18.261964735516372,
"grad_norm": 2.503340482711792,
"learning_rate": 3.239152371342079e-05,
"loss": 5.8462,
"step": 43500
},
{
"epoch": 18.471872376154494,
"grad_norm": 0.8580361604690552,
"learning_rate": 3.13824419778002e-05,
"loss": 5.8478,
"step": 44000
},
{
"epoch": 18.68178001679261,
"grad_norm": 2.124924898147583,
"learning_rate": 3.0373360242179615e-05,
"loss": 5.8469,
"step": 44500
},
{
"epoch": 18.89168765743073,
"grad_norm": 0.751645028591156,
"learning_rate": 2.9364278506559034e-05,
"loss": 5.8483,
"step": 45000
},
{
"epoch": 19.10159529806885,
"grad_norm": 0.8310075998306274,
"learning_rate": 2.8355196770938446e-05,
"loss": 5.8457,
"step": 45500
},
{
"epoch": 19.31150293870697,
"grad_norm": 1.0850948095321655,
"learning_rate": 2.734611503531786e-05,
"loss": 5.8328,
"step": 46000
},
{
"epoch": 19.521410579345087,
"grad_norm": 0.805169403553009,
"learning_rate": 2.6337033299697278e-05,
"loss": 5.835,
"step": 46500
},
{
"epoch": 19.73131821998321,
"grad_norm": 0.741425633430481,
"learning_rate": 2.532795156407669e-05,
"loss": 5.8372,
"step": 47000
},
{
"epoch": 19.941225860621326,
"grad_norm": 0.7873342633247375,
"learning_rate": 2.4318869828456106e-05,
"loss": 5.8326,
"step": 47500
},
{
"epoch": 20.151133501259444,
"grad_norm": 0.7500522136688232,
"learning_rate": 2.330978809283552e-05,
"loss": 5.828,
"step": 48000
},
{
"epoch": 20.361041141897566,
"grad_norm": 1.0403913259506226,
"learning_rate": 2.2300706357214934e-05,
"loss": 5.8267,
"step": 48500
},
{
"epoch": 20.570948782535684,
"grad_norm": 1.131286382675171,
"learning_rate": 2.129162462159435e-05,
"loss": 5.8225,
"step": 49000
},
{
"epoch": 20.7808564231738,
"grad_norm": 2.4620168209075928,
"learning_rate": 2.0282542885973765e-05,
"loss": 5.822,
"step": 49500
},
{
"epoch": 20.990764063811923,
"grad_norm": 0.7604252099990845,
"learning_rate": 1.927346115035318e-05,
"loss": 5.823,
"step": 50000
},
{
"epoch": 20.990764063811923,
"eval_accuracy": 0.15260605041074382,
"eval_loss": 6.245114803314209,
"eval_runtime": 0.8126,
"eval_samples_per_second": 589.435,
"eval_steps_per_second": 6.153,
"step": 50000
},
{
"epoch": 21.20067170445004,
"grad_norm": 0.7925912737846375,
"learning_rate": 1.8264379414732593e-05,
"loss": 5.8153,
"step": 50500
},
{
"epoch": 21.410579345088163,
"grad_norm": 2.449723243713379,
"learning_rate": 1.725529767911201e-05,
"loss": 5.8188,
"step": 51000
},
{
"epoch": 21.62048698572628,
"grad_norm": 0.774408757686615,
"learning_rate": 1.6246215943491424e-05,
"loss": 5.8167,
"step": 51500
},
{
"epoch": 21.8303946263644,
"grad_norm": 0.7786117792129517,
"learning_rate": 1.5237134207870837e-05,
"loss": 5.8146,
"step": 52000
},
{
"epoch": 22.04030226700252,
"grad_norm": 0.7834874987602234,
"learning_rate": 1.4228052472250252e-05,
"loss": 5.8137,
"step": 52500
},
{
"epoch": 22.250209907640638,
"grad_norm": 0.772318959236145,
"learning_rate": 1.3218970736629668e-05,
"loss": 5.8033,
"step": 53000
},
{
"epoch": 22.460117548278756,
"grad_norm": 4.681053638458252,
"learning_rate": 1.2209889001009082e-05,
"loss": 5.808,
"step": 53500
},
{
"epoch": 22.670025188916878,
"grad_norm": 0.7849641442298889,
"learning_rate": 1.1200807265388496e-05,
"loss": 5.8104,
"step": 54000
},
{
"epoch": 22.879932829554996,
"grad_norm": 0.7843820452690125,
"learning_rate": 1.0191725529767912e-05,
"loss": 5.8071,
"step": 54500
},
{
"epoch": 23.089840470193113,
"grad_norm": 1.6776659488677979,
"learning_rate": 9.182643794147326e-06,
"loss": 5.8038,
"step": 55000
},
{
"epoch": 23.299748110831235,
"grad_norm": 0.7917454838752747,
"learning_rate": 8.173562058526741e-06,
"loss": 5.8029,
"step": 55500
},
{
"epoch": 23.509655751469353,
"grad_norm": 0.7981336712837219,
"learning_rate": 7.164480322906156e-06,
"loss": 5.8019,
"step": 56000
},
{
"epoch": 23.719563392107474,
"grad_norm": 0.76115882396698,
"learning_rate": 6.155398587285571e-06,
"loss": 5.7972,
"step": 56500
},
{
"epoch": 23.929471032745592,
"grad_norm": 2.4491937160491943,
"learning_rate": 5.146316851664986e-06,
"loss": 5.8004,
"step": 57000
},
{
"epoch": 24.13937867338371,
"grad_norm": 1.4324352741241455,
"learning_rate": 4.1372351160444e-06,
"loss": 5.7974,
"step": 57500
},
{
"epoch": 24.349286314021832,
"grad_norm": 0.7930957674980164,
"learning_rate": 3.1281533804238145e-06,
"loss": 5.7983,
"step": 58000
},
{
"epoch": 24.55919395465995,
"grad_norm": 0.7850443720817566,
"learning_rate": 2.1190716448032293e-06,
"loss": 5.7951,
"step": 58500
},
{
"epoch": 24.769101595298068,
"grad_norm": 0.763573944568634,
"learning_rate": 1.109989909182644e-06,
"loss": 5.796,
"step": 59000
},
{
"epoch": 24.97900923593619,
"grad_norm": 0.7744625210762024,
"learning_rate": 1.0090817356205853e-07,
"loss": 5.7949,
"step": 59500
},
{
"epoch": 25.0,
"step": 59550,
"total_flos": 7.68154255975296e+17,
"train_loss": 6.146615118864301,
"train_runtime": 16607.646,
"train_samples_per_second": 344.177,
"train_steps_per_second": 3.586
}
],
"logging_steps": 500,
"max_steps": 59550,
"num_input_tokens_seen": 0,
"num_train_epochs": 25,
"save_steps": 10000,
"total_flos": 7.68154255975296e+17,
"train_batch_size": 96,
"trial_name": null,
"trial_params": null
}