cpm.in.lstm.approximate.seed66 / trainer_state.json
KarelDO's picture
commit files to HF hub
fa06d90
{
"best_metric": 0.49332907795906067,
"best_model_checkpoint": "model_output/e2e_opentable_5_way__approximate__0-shot__seed-66__lstm/checkpoint-650",
"epoch": 1.1149228130360207,
"global_step": 650,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.03,
"learning_rate": 4.9783362218370885e-05,
"loss": 43.289,
"step": 20
},
{
"epoch": 0.07,
"learning_rate": 4.956672443674177e-05,
"loss": 39.7742,
"step": 40
},
{
"epoch": 0.09,
"eval_distillation_accuracy_counterfactual": 0.3876346844535659,
"eval_distillation_accuracy_factual": 0.7116469984607491,
"eval_distillation_f1_counterfactual": 0.36789273743176754,
"eval_distillation_f1_factual": 0.706355718089049,
"eval_groundtruth_accuracy_counterfactual": 0.3170856849666496,
"eval_groundtruth_f1_counterfactual": 0.30061734733599244,
"eval_groundtruth_f1_factual": 0.5309938705776336,
"eval_icace_cosine": 0.7443665266036987,
"eval_icace_l2": 0.8025880455970764,
"eval_icace_normdiff": 0.6179075837135315,
"eval_loss": 21.722654342651367,
"eval_runtime": 4.6356,
"eval_samples_per_second": 840.887,
"eval_steps_per_second": 6.687,
"step": 50
},
{
"epoch": 0.1,
"learning_rate": 4.935008665511265e-05,
"loss": 36.1211,
"step": 60
},
{
"epoch": 0.14,
"learning_rate": 4.913344887348354e-05,
"loss": 33.0051,
"step": 80
},
{
"epoch": 0.17,
"learning_rate": 4.891681109185442e-05,
"loss": 29.0866,
"step": 100
},
{
"epoch": 0.17,
"eval_distillation_accuracy_counterfactual": 0.4179066187788609,
"eval_distillation_accuracy_factual": 0.7213955874807594,
"eval_distillation_f1_counterfactual": 0.4011779697256409,
"eval_distillation_f1_factual": 0.7130234220148569,
"eval_groundtruth_accuracy_counterfactual": 0.36198050282196,
"eval_groundtruth_f1_counterfactual": 0.34119540585580543,
"eval_groundtruth_f1_factual": 0.533506870286257,
"eval_icace_cosine": 0.6045525074005127,
"eval_icace_l2": 0.7391046285629272,
"eval_icace_normdiff": 0.5667964220046997,
"eval_loss": 15.981736183166504,
"eval_runtime": 4.6279,
"eval_samples_per_second": 842.278,
"eval_steps_per_second": 6.698,
"step": 100
},
{
"epoch": 0.21,
"learning_rate": 4.8700173310225307e-05,
"loss": 24.2452,
"step": 120
},
{
"epoch": 0.24,
"learning_rate": 4.848353552859619e-05,
"loss": 20.9734,
"step": 140
},
{
"epoch": 0.26,
"eval_distillation_accuracy_counterfactual": 0.4415084658799384,
"eval_distillation_accuracy_factual": 0.6688045151359672,
"eval_distillation_f1_counterfactual": 0.39743600677420876,
"eval_distillation_f1_factual": 0.6386265115556637,
"eval_groundtruth_accuracy_counterfactual": 0.42432016418676244,
"eval_groundtruth_f1_counterfactual": 0.37094685868809796,
"eval_groundtruth_f1_factual": 0.49392886445649786,
"eval_icace_cosine": 0.5455384254455566,
"eval_icace_l2": 0.6967277526855469,
"eval_icace_normdiff": 0.46749597787857056,
"eval_loss": 12.647016525268555,
"eval_runtime": 4.5013,
"eval_samples_per_second": 865.969,
"eval_steps_per_second": 6.887,
"step": 150
},
{
"epoch": 0.27,
"learning_rate": 4.826689774696707e-05,
"loss": 19.1703,
"step": 160
},
{
"epoch": 0.31,
"learning_rate": 4.8050259965337955e-05,
"loss": 17.6579,
"step": 180
},
{
"epoch": 0.34,
"learning_rate": 4.7833622183708845e-05,
"loss": 17.1812,
"step": 200
},
{
"epoch": 0.34,
"eval_distillation_accuracy_counterfactual": 0.46587993842996406,
"eval_distillation_accuracy_factual": 0.7129297075423294,
"eval_distillation_f1_counterfactual": 0.42585340396044125,
"eval_distillation_f1_factual": 0.6801681890460928,
"eval_groundtruth_accuracy_counterfactual": 0.44766546947152386,
"eval_groundtruth_f1_counterfactual": 0.4011001985251402,
"eval_groundtruth_f1_factual": 0.5200271047795778,
"eval_icace_cosine": 0.5150377154350281,
"eval_icace_l2": 0.6690810322761536,
"eval_icace_normdiff": 0.4451918601989746,
"eval_loss": 11.362848281860352,
"eval_runtime": 4.5371,
"eval_samples_per_second": 859.147,
"eval_steps_per_second": 6.833,
"step": 200
},
{
"epoch": 0.38,
"learning_rate": 4.761698440207972e-05,
"loss": 16.2793,
"step": 220
},
{
"epoch": 0.41,
"learning_rate": 4.740034662045061e-05,
"loss": 15.8969,
"step": 240
},
{
"epoch": 0.43,
"eval_distillation_accuracy_counterfactual": 0.48255515649050795,
"eval_distillation_accuracy_factual": 0.7508978963571062,
"eval_distillation_f1_counterfactual": 0.4392245827288441,
"eval_distillation_f1_factual": 0.7287650814209791,
"eval_groundtruth_accuracy_counterfactual": 0.4574140584915341,
"eval_groundtruth_f1_counterfactual": 0.4058681312407287,
"eval_groundtruth_f1_factual": 0.5340988634733079,
"eval_icace_cosine": 0.5094192028045654,
"eval_icace_l2": 0.6640841960906982,
"eval_icace_normdiff": 0.43985918164253235,
"eval_loss": 11.062640190124512,
"eval_runtime": 4.5851,
"eval_samples_per_second": 850.14,
"eval_steps_per_second": 6.761,
"step": 250
},
{
"epoch": 0.45,
"learning_rate": 4.7183708838821494e-05,
"loss": 15.567,
"step": 260
},
{
"epoch": 0.48,
"learning_rate": 4.6967071057192376e-05,
"loss": 15.5899,
"step": 280
},
{
"epoch": 0.51,
"learning_rate": 4.675043327556326e-05,
"loss": 15.4491,
"step": 300
},
{
"epoch": 0.51,
"eval_distillation_accuracy_counterfactual": 0.49589533093894306,
"eval_distillation_accuracy_factual": 0.7701385325808107,
"eval_distillation_f1_counterfactual": 0.4490615827265524,
"eval_distillation_f1_factual": 0.7488952781611599,
"eval_groundtruth_accuracy_counterfactual": 0.47614161108260644,
"eval_groundtruth_f1_counterfactual": 0.4213178039314829,
"eval_groundtruth_f1_factual": 0.5320832145764172,
"eval_icace_cosine": 0.5026495456695557,
"eval_icace_l2": 0.6473169922828674,
"eval_icace_normdiff": 0.4321483075618744,
"eval_loss": 10.44105339050293,
"eval_runtime": 4.6207,
"eval_samples_per_second": 843.602,
"eval_steps_per_second": 6.709,
"step": 300
},
{
"epoch": 0.55,
"learning_rate": 4.653379549393415e-05,
"loss": 15.2629,
"step": 320
},
{
"epoch": 0.58,
"learning_rate": 4.6317157712305025e-05,
"loss": 14.8008,
"step": 340
},
{
"epoch": 0.6,
"eval_distillation_accuracy_counterfactual": 0.50846587993843,
"eval_distillation_accuracy_factual": 0.7747562852744997,
"eval_distillation_f1_counterfactual": 0.45682754564452965,
"eval_distillation_f1_factual": 0.7559415583306467,
"eval_groundtruth_accuracy_counterfactual": 0.49461262185736277,
"eval_groundtruth_f1_counterfactual": 0.4326301439786258,
"eval_groundtruth_f1_factual": 0.5477637349101722,
"eval_icace_cosine": 0.5030019283294678,
"eval_icace_l2": 0.6434506177902222,
"eval_icace_normdiff": 0.4238852560520172,
"eval_loss": 10.315159797668457,
"eval_runtime": 4.5363,
"eval_samples_per_second": 859.299,
"eval_steps_per_second": 6.834,
"step": 350
},
{
"epoch": 0.62,
"learning_rate": 4.6100519930675915e-05,
"loss": 14.6876,
"step": 360
},
{
"epoch": 0.65,
"learning_rate": 4.58838821490468e-05,
"loss": 14.8699,
"step": 380
},
{
"epoch": 0.69,
"learning_rate": 4.566724436741768e-05,
"loss": 14.3057,
"step": 400
},
{
"epoch": 0.69,
"eval_distillation_accuracy_counterfactual": 0.5179579271421242,
"eval_distillation_accuracy_factual": 0.7955361723961005,
"eval_distillation_f1_counterfactual": 0.4694720290698628,
"eval_distillation_f1_factual": 0.7787731275919787,
"eval_groundtruth_accuracy_counterfactual": 0.5007696254489482,
"eval_groundtruth_f1_counterfactual": 0.44241001562042664,
"eval_groundtruth_f1_factual": 0.5479747801171813,
"eval_icace_cosine": 0.4990290403366089,
"eval_icace_l2": 0.6423947811126709,
"eval_icace_normdiff": 0.4277788996696472,
"eval_loss": 10.05081558227539,
"eval_runtime": 4.5234,
"eval_samples_per_second": 861.75,
"eval_steps_per_second": 6.853,
"step": 400
},
{
"epoch": 0.72,
"learning_rate": 4.5450606585788563e-05,
"loss": 14.2025,
"step": 420
},
{
"epoch": 0.75,
"learning_rate": 4.5233968804159446e-05,
"loss": 14.1203,
"step": 440
},
{
"epoch": 0.77,
"eval_distillation_accuracy_counterfactual": 0.5023088763468445,
"eval_distillation_accuracy_factual": 0.8127244740892765,
"eval_distillation_f1_counterfactual": 0.4656964220693382,
"eval_distillation_f1_factual": 0.8006616317977919,
"eval_groundtruth_accuracy_counterfactual": 0.4789635710620831,
"eval_groundtruth_f1_counterfactual": 0.4346768246991469,
"eval_groundtruth_f1_factual": 0.5734933636976969,
"eval_icace_cosine": 0.5007656216621399,
"eval_icace_l2": 0.6549262404441833,
"eval_icace_normdiff": 0.4307872951030731,
"eval_loss": 10.223078727722168,
"eval_runtime": 4.7741,
"eval_samples_per_second": 816.492,
"eval_steps_per_second": 6.493,
"step": 450
},
{
"epoch": 0.79,
"learning_rate": 4.501733102253033e-05,
"loss": 14.0055,
"step": 460
},
{
"epoch": 0.82,
"learning_rate": 4.480069324090121e-05,
"loss": 14.1732,
"step": 480
},
{
"epoch": 0.86,
"learning_rate": 4.45840554592721e-05,
"loss": 13.7579,
"step": 500
},
{
"epoch": 0.86,
"eval_distillation_accuracy_counterfactual": 0.5017957927142124,
"eval_distillation_accuracy_factual": 0.8217034376603386,
"eval_distillation_f1_counterfactual": 0.45110748338345036,
"eval_distillation_f1_factual": 0.8120033725947984,
"eval_groundtruth_accuracy_counterfactual": 0.491277578245254,
"eval_groundtruth_f1_counterfactual": 0.4306026913746316,
"eval_groundtruth_f1_factual": 0.5751269063395339,
"eval_icace_cosine": 0.5004109144210815,
"eval_icace_l2": 0.6552226543426514,
"eval_icace_normdiff": 0.43052297830581665,
"eval_loss": 10.176661491394043,
"eval_runtime": 8.7551,
"eval_samples_per_second": 445.225,
"eval_steps_per_second": 3.541,
"step": 500
},
{
"epoch": 0.89,
"learning_rate": 4.436741767764298e-05,
"loss": 13.774,
"step": 520
},
{
"epoch": 0.93,
"learning_rate": 4.415077989601387e-05,
"loss": 13.8,
"step": 540
},
{
"epoch": 0.94,
"eval_distillation_accuracy_counterfactual": 0.5059004617752694,
"eval_distillation_accuracy_factual": 0.8234992303745511,
"eval_distillation_f1_counterfactual": 0.4512025853019249,
"eval_distillation_f1_factual": 0.8135629436467913,
"eval_groundtruth_accuracy_counterfactual": 0.49461262185736277,
"eval_groundtruth_f1_counterfactual": 0.43348852199044147,
"eval_groundtruth_f1_factual": 0.5789128560578634,
"eval_icace_cosine": 0.498872309923172,
"eval_icace_l2": 0.6550716757774353,
"eval_icace_normdiff": 0.42937180399894714,
"eval_loss": 10.230228424072266,
"eval_runtime": 7.836,
"eval_samples_per_second": 497.446,
"eval_steps_per_second": 3.956,
"step": 550
},
{
"epoch": 0.96,
"learning_rate": 4.393414211438475e-05,
"loss": 13.5074,
"step": 560
},
{
"epoch": 0.99,
"learning_rate": 4.371750433275563e-05,
"loss": 13.6928,
"step": 580
},
{
"epoch": 1.03,
"learning_rate": 4.3500866551126516e-05,
"loss": 13.7141,
"step": 600
},
{
"epoch": 1.03,
"eval_distillation_accuracy_counterfactual": 0.5179579271421242,
"eval_distillation_accuracy_factual": 0.8306824012314007,
"eval_distillation_f1_counterfactual": 0.45833699531570044,
"eval_distillation_f1_factual": 0.8222217849303248,
"eval_groundtruth_accuracy_counterfactual": 0.5033350436121088,
"eval_groundtruth_f1_counterfactual": 0.433570321967066,
"eval_groundtruth_f1_factual": 0.5763197755988125,
"eval_icace_cosine": 0.49790823459625244,
"eval_icace_l2": 0.6532407402992249,
"eval_icace_normdiff": 0.4311390519142151,
"eval_loss": 10.064295768737793,
"eval_runtime": 4.6211,
"eval_samples_per_second": 843.531,
"eval_steps_per_second": 6.708,
"step": 600
},
{
"epoch": 1.06,
"learning_rate": 4.3284228769497406e-05,
"loss": 13.3673,
"step": 620
},
{
"epoch": 1.1,
"learning_rate": 4.306759098786828e-05,
"loss": 13.4799,
"step": 640
},
{
"epoch": 1.11,
"eval_distillation_accuracy_counterfactual": 0.5187275525910724,
"eval_distillation_accuracy_factual": 0.8283735248845562,
"eval_distillation_f1_counterfactual": 0.46382143672624687,
"eval_distillation_f1_factual": 0.8207720593293605,
"eval_groundtruth_accuracy_counterfactual": 0.5064135454079015,
"eval_groundtruth_f1_counterfactual": 0.4409147466060839,
"eval_groundtruth_f1_factual": 0.5772188705192105,
"eval_icace_cosine": 0.49332907795906067,
"eval_icace_l2": 0.6394243240356445,
"eval_icace_normdiff": 0.4169619083404541,
"eval_loss": 9.886384963989258,
"eval_runtime": 4.5468,
"eval_samples_per_second": 857.313,
"eval_steps_per_second": 6.818,
"step": 650
}
],
"max_steps": 4616,
"num_train_epochs": 8,
"total_flos": 98183903155200.0,
"trial_name": null,
"trial_params": null
}