Theoreticallyhugo's picture
Training in progress, epoch 25, checkpoint
d8ad113 verified
{
"best_metric": null,
"best_model_checkpoint": null,
"epoch": 25.0,
"eval_steps": 500,
"global_step": 2025,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 1.0,
"eval_B-Claim": {
"f1-score": 0.0,
"precision": 0.0,
"recall": 0.0,
"support": 271.0
},
"eval_B-MajorClaim": {
"f1-score": 0.0,
"precision": 0.0,
"recall": 0.0,
"support": 139.0
},
"eval_B-Premise": {
"f1-score": 0.6746310611384398,
"precision": 0.6075949367088608,
"recall": 0.7582938388625592,
"support": 633.0
},
"eval_I-Claim": {
"f1-score": 0.4376506024096386,
"precision": 0.550587343690792,
"recall": 0.3631592101974506,
"support": 4001.0
},
"eval_I-MajorClaim": {
"f1-score": 0.620034542314335,
"precision": 0.5483008781977854,
"recall": 0.7133631395926477,
"support": 2013.0
},
"eval_I-Premise": {
"f1-score": 0.8620734063103671,
"precision": 0.8396186972154862,
"recall": 0.8857621736062103,
"support": 11336.0
},
"eval_O": {
"f1-score": 0.8807729058286443,
"precision": 0.8630878069080317,
"recall": 0.8991979189247779,
"support": 9226.0
},
"eval_accuracy": 0.785908251565951,
"eval_loss": 0.5655931830406189,
"eval_macro avg": {
"f1-score": 0.49645178828591785,
"precision": 0.48702709467442235,
"recall": 0.5171108973119495,
"support": 27619.0
},
"eval_runtime": 4.8252,
"eval_samples_per_second": 16.58,
"eval_steps_per_second": 2.072,
"eval_weighted avg": {
"f1-score": 0.7721020318885458,
"precision": 0.766573839857488,
"recall": 0.785908251565951,
"support": 27619.0
},
"step": 81
},
{
"epoch": 2.0,
"eval_B-Claim": {
"f1-score": 0.36036036036036034,
"precision": 0.4624277456647399,
"recall": 0.2952029520295203,
"support": 271.0
},
"eval_B-MajorClaim": {
"f1-score": 0.5836909871244635,
"precision": 0.723404255319149,
"recall": 0.4892086330935252,
"support": 139.0
},
"eval_B-Premise": {
"f1-score": 0.7396491228070177,
"precision": 0.6654040404040404,
"recall": 0.8325434439178515,
"support": 633.0
},
"eval_I-Claim": {
"f1-score": 0.46704216775764956,
"precision": 0.5973520249221184,
"recall": 0.3834041489627593,
"support": 4001.0
},
"eval_I-MajorClaim": {
"f1-score": 0.7326456649010316,
"precision": 0.8348157560355781,
"recall": 0.6527570789865872,
"support": 2013.0
},
"eval_I-Premise": {
"f1-score": 0.8679505932065659,
"precision": 0.8045344983428744,
"recall": 0.9422194777699365,
"support": 11336.0
},
"eval_O": {
"f1-score": 0.9101698606271778,
"precision": 0.9143513454386348,
"recall": 0.9060264469976155,
"support": 9226.0
},
"eval_accuracy": 0.8169376154096818,
"eval_loss": 0.4831336438655853,
"eval_macro avg": {
"f1-score": 0.6659298223977524,
"precision": 0.7146128094467336,
"recall": 0.6430517402511137,
"support": 27619.0
},
"eval_runtime": 4.8125,
"eval_samples_per_second": 16.623,
"eval_steps_per_second": 2.078,
"eval_weighted avg": {
"f1-score": 0.8047632099274016,
"precision": 0.8064582361050344,
"recall": 0.8169376154096818,
"support": 27619.0
},
"step": 162
},
{
"epoch": 3.0,
"eval_B-Claim": {
"f1-score": 0.5806451612903225,
"precision": 0.59765625,
"recall": 0.5645756457564576,
"support": 271.0
},
"eval_B-MajorClaim": {
"f1-score": 0.7138047138047138,
"precision": 0.6708860759493671,
"recall": 0.762589928057554,
"support": 139.0
},
"eval_B-Premise": {
"f1-score": 0.7739984882842026,
"precision": 0.7420289855072464,
"recall": 0.8088467614533965,
"support": 633.0
},
"eval_I-Claim": {
"f1-score": 0.6128912532475566,
"precision": 0.6068103870651641,
"recall": 0.6190952261934516,
"support": 4001.0
},
"eval_I-MajorClaim": {
"f1-score": 0.8072942336126171,
"precision": 0.8009779951100244,
"recall": 0.8137108792846498,
"support": 2013.0
},
"eval_I-Premise": {
"f1-score": 0.8797559224694903,
"precision": 0.8951789627465303,
"recall": 0.8648553281580804,
"support": 11336.0
},
"eval_O": {
"f1-score": 0.9226235130211126,
"precision": 0.912356930902925,
"recall": 0.933123780619987,
"support": 9226.0
},
"eval_accuracy": 0.8435859372171332,
"eval_loss": 0.4283505082130432,
"eval_macro avg": {
"f1-score": 0.7558590408185736,
"precision": 0.7465565124687511,
"recall": 0.7666853642176539,
"support": 27619.0
},
"eval_runtime": 4.8554,
"eval_samples_per_second": 16.476,
"eval_steps_per_second": 2.06,
"eval_weighted avg": {
"f1-score": 0.8439412578936614,
"precision": 0.8447189682878564,
"recall": 0.8435859372171332,
"support": 27619.0
},
"step": 243
},
{
"epoch": 4.0,
"eval_B-Claim": {
"f1-score": 0.6033333333333333,
"precision": 0.5501519756838906,
"recall": 0.6678966789667896,
"support": 271.0
},
"eval_B-MajorClaim": {
"f1-score": 0.6847457627118644,
"precision": 0.6474358974358975,
"recall": 0.7266187050359713,
"support": 139.0
},
"eval_B-Premise": {
"f1-score": 0.7818471337579618,
"precision": 0.7881219903691814,
"recall": 0.7756714060031595,
"support": 633.0
},
"eval_I-Claim": {
"f1-score": 0.6216657593903103,
"precision": 0.550733024691358,
"recall": 0.7135716070982254,
"support": 4001.0
},
"eval_I-MajorClaim": {
"f1-score": 0.7652218782249742,
"precision": 0.7960279119699409,
"recall": 0.7367113760556383,
"support": 2013.0
},
"eval_I-Premise": {
"f1-score": 0.8739165400768475,
"precision": 0.8853883758826725,
"recall": 0.8627381792519407,
"support": 11336.0
},
"eval_O": {
"f1-score": 0.9062570845613239,
"precision": 0.9497505345687812,
"recall": 0.8665727292434424,
"support": 9226.0
},
"eval_accuracy": 0.8286324631594192,
"eval_loss": 0.4826153814792633,
"eval_macro avg": {
"f1-score": 0.7481410702938023,
"precision": 0.7382299586573888,
"recall": 0.7642543830935953,
"support": 27619.0
},
"eval_runtime": 4.8516,
"eval_samples_per_second": 16.49,
"eval_steps_per_second": 2.061,
"eval_weighted avg": {
"f1-score": 0.8345383371838407,
"precision": 0.8451795530099128,
"recall": 0.8286324631594192,
"support": 27619.0
},
"step": 324
},
{
"epoch": 5.0,
"eval_B-Claim": {
"f1-score": 0.5825242718446603,
"precision": 0.6147540983606558,
"recall": 0.5535055350553506,
"support": 271.0
},
"eval_B-MajorClaim": {
"f1-score": 0.7317073170731707,
"precision": 0.7094594594594594,
"recall": 0.7553956834532374,
"support": 139.0
},
"eval_B-Premise": {
"f1-score": 0.7840735068912711,
"precision": 0.7607726597325408,
"recall": 0.8088467614533965,
"support": 633.0
},
"eval_I-Claim": {
"f1-score": 0.5830055074744296,
"precision": 0.6132413793103448,
"recall": 0.5556110972256936,
"support": 4001.0
},
"eval_I-MajorClaim": {
"f1-score": 0.803728638011393,
"precision": 0.8393726338561385,
"recall": 0.7709885742672627,
"support": 2013.0
},
"eval_I-Premise": {
"f1-score": 0.8823829787234042,
"precision": 0.8523512002630713,
"recall": 0.9146083274523642,
"support": 11336.0
},
"eval_O": {
"f1-score": 0.9254767941792524,
"precision": 0.9415657245401525,
"recall": 0.9099284630392369,
"support": 9226.0
},
"eval_accuracy": 0.8438031789709982,
"eval_loss": 0.513404905796051,
"eval_macro avg": {
"f1-score": 0.7561284305996544,
"precision": 0.7616453079317661,
"recall": 0.7526977774209346,
"support": 27619.0
},
"eval_runtime": 4.8184,
"eval_samples_per_second": 16.603,
"eval_steps_per_second": 2.075,
"eval_weighted avg": {
"f1-score": 0.8417228378374912,
"precision": 0.8414191958613282,
"recall": 0.8438031789709982,
"support": 27619.0
},
"step": 405
},
{
"epoch": 6.0,
"eval_B-Claim": {
"f1-score": 0.5851851851851851,
"precision": 0.587360594795539,
"recall": 0.5830258302583026,
"support": 271.0
},
"eval_B-MajorClaim": {
"f1-score": 0.7460815047021944,
"precision": 0.6611111111111111,
"recall": 0.8561151079136691,
"support": 139.0
},
"eval_B-Premise": {
"f1-score": 0.7778631821675633,
"precision": 0.7574850299401198,
"recall": 0.7993680884676145,
"support": 633.0
},
"eval_I-Claim": {
"f1-score": 0.5999495204442201,
"precision": 0.6059138414478715,
"recall": 0.5941014746313422,
"support": 4001.0
},
"eval_I-MajorClaim": {
"f1-score": 0.800587227795449,
"precision": 0.7888138862102217,
"recall": 0.8127173373075013,
"support": 2013.0
},
"eval_I-Premise": {
"f1-score": 0.8798354629791703,
"precision": 0.8729593608891977,
"recall": 0.8868207480592801,
"support": 11336.0
},
"eval_O": {
"f1-score": 0.9269283557507548,
"precision": 0.9391478473690066,
"recall": 0.9150227617602428,
"support": 9226.0
},
"eval_accuracy": 0.843296281545313,
"eval_loss": 0.5017187595367432,
"eval_macro avg": {
"f1-score": 0.7594900627177908,
"precision": 0.744684524537581,
"recall": 0.7781673354854218,
"support": 27619.0
},
"eval_runtime": 4.8298,
"eval_samples_per_second": 16.564,
"eval_steps_per_second": 2.07,
"eval_weighted avg": {
"f1-score": 0.8433438519855446,
"precision": 0.8437360576786502,
"recall": 0.843296281545313,
"support": 27619.0
},
"step": 486
},
{
"epoch": 6.17,
"grad_norm": 7.375185489654541,
"learning_rate": 1.7530864197530865e-05,
"loss": 0.4085,
"step": 500
},
{
"epoch": 7.0,
"eval_B-Claim": {
"f1-score": 0.5725338491295938,
"precision": 0.6016260162601627,
"recall": 0.5461254612546126,
"support": 271.0
},
"eval_B-MajorClaim": {
"f1-score": 0.745644599303136,
"precision": 0.722972972972973,
"recall": 0.7697841726618705,
"support": 139.0
},
"eval_B-Premise": {
"f1-score": 0.7915087187263078,
"precision": 0.760932944606414,
"recall": 0.8246445497630331,
"support": 633.0
},
"eval_I-Claim": {
"f1-score": 0.5842240562846706,
"precision": 0.6368731563421829,
"recall": 0.5396150962259435,
"support": 4001.0
},
"eval_I-MajorClaim": {
"f1-score": 0.7921810699588476,
"precision": 0.8213333333333334,
"recall": 0.7650273224043715,
"support": 2013.0
},
"eval_I-Premise": {
"f1-score": 0.8817056396148556,
"precision": 0.8598256203890007,
"recall": 0.9047282992237121,
"support": 11336.0
},
"eval_O": {
"f1-score": 0.9274176179194485,
"precision": 0.9214637277979885,
"recall": 0.9334489486234554,
"support": 9226.0
},
"eval_accuracy": 0.8452152503711213,
"eval_loss": 0.6029371023178101,
"eval_macro avg": {
"f1-score": 0.7564593644195513,
"precision": 0.7607182531002935,
"recall": 0.7547676928795714,
"support": 27619.0
},
"eval_runtime": 4.8043,
"eval_samples_per_second": 16.652,
"eval_steps_per_second": 2.081,
"eval_weighted avg": {
"f1-score": 0.8415705604110203,
"precision": 0.8398235103191511,
"recall": 0.8452152503711213,
"support": 27619.0
},
"step": 567
},
{
"epoch": 8.0,
"eval_B-Claim": {
"f1-score": 0.5641891891891891,
"precision": 0.5202492211838006,
"recall": 0.6162361623616236,
"support": 271.0
},
"eval_B-MajorClaim": {
"f1-score": 0.7318840579710144,
"precision": 0.7372262773722628,
"recall": 0.7266187050359713,
"support": 139.0
},
"eval_B-Premise": {
"f1-score": 0.7673716012084594,
"precision": 0.7351664254703328,
"recall": 0.8025276461295419,
"support": 633.0
},
"eval_I-Claim": {
"f1-score": 0.5930426495115559,
"precision": 0.5665832005463237,
"recall": 0.6220944763809048,
"support": 4001.0
},
"eval_I-MajorClaim": {
"f1-score": 0.7816030123722432,
"precision": 0.852199413489736,
"recall": 0.7218082463984103,
"support": 2013.0
},
"eval_I-Premise": {
"f1-score": 0.8746564286025915,
"precision": 0.8652567975830816,
"recall": 0.8842625264643613,
"support": 11336.0
},
"eval_O": {
"f1-score": 0.924221395658691,
"precision": 0.9473085239558439,
"recall": 0.9022328202904835,
"support": 9226.0
},
"eval_accuracy": 0.835149715775372,
"eval_loss": 0.6411188840866089,
"eval_macro avg": {
"f1-score": 0.7481383335019636,
"precision": 0.7462842656573401,
"recall": 0.7536829404373281,
"support": 27619.0
},
"eval_runtime": 4.8296,
"eval_samples_per_second": 16.564,
"eval_steps_per_second": 2.071,
"eval_weighted avg": {
"f1-score": 0.8374117728187233,
"precision": 0.8414359188593861,
"recall": 0.835149715775372,
"support": 27619.0
},
"step": 648
},
{
"epoch": 9.0,
"eval_B-Claim": {
"f1-score": 0.6241610738255032,
"precision": 0.5723076923076923,
"recall": 0.6863468634686347,
"support": 271.0
},
"eval_B-MajorClaim": {
"f1-score": 0.756578947368421,
"precision": 0.696969696969697,
"recall": 0.8273381294964028,
"support": 139.0
},
"eval_B-Premise": {
"f1-score": 0.780448717948718,
"precision": 0.791869918699187,
"recall": 0.7693522906793049,
"support": 633.0
},
"eval_I-Claim": {
"f1-score": 0.640754369825207,
"precision": 0.5933972310969116,
"recall": 0.69632591852037,
"support": 4001.0
},
"eval_I-MajorClaim": {
"f1-score": 0.797244094488189,
"precision": 0.7898586055582643,
"recall": 0.8047690014903129,
"support": 2013.0
},
"eval_I-Premise": {
"f1-score": 0.8789423814465549,
"precision": 0.8996028447400019,
"recall": 0.8592095977417078,
"support": 11336.0
},
"eval_O": {
"f1-score": 0.9287169042769858,
"precision": 0.9435186220780674,
"recall": 0.9143724257533059,
"support": 9226.0
},
"eval_accuracy": 0.8461566313045368,
"eval_loss": 0.6282346844673157,
"eval_macro avg": {
"f1-score": 0.7724066413113684,
"precision": 0.7553606587785459,
"recall": 0.7939591753071484,
"support": 27619.0
},
"eval_runtime": 4.8069,
"eval_samples_per_second": 16.643,
"eval_steps_per_second": 2.08,
"eval_weighted avg": {
"f1-score": 0.8497367665000708,
"precision": 0.85521547416283,
"recall": 0.8461566313045368,
"support": 27619.0
},
"step": 729
},
{
"epoch": 10.0,
"eval_B-Claim": {
"f1-score": 0.5714285714285714,
"precision": 0.5602836879432624,
"recall": 0.5830258302583026,
"support": 271.0
},
"eval_B-MajorClaim": {
"f1-score": 0.7407407407407407,
"precision": 0.6962025316455697,
"recall": 0.7913669064748201,
"support": 139.0
},
"eval_B-Premise": {
"f1-score": 0.789156626506024,
"precision": 0.753956834532374,
"recall": 0.8278041074249605,
"support": 633.0
},
"eval_I-Claim": {
"f1-score": 0.6017810109118275,
"precision": 0.6039778449144008,
"recall": 0.5996000999750063,
"support": 4001.0
},
"eval_I-MajorClaim": {
"f1-score": 0.7822841502861408,
"precision": 0.7836490528414756,
"recall": 0.7809239940387481,
"support": 2013.0
},
"eval_I-Premise": {
"f1-score": 0.8826781594183972,
"precision": 0.871336484744306,
"recall": 0.894318983768525,
"support": 11336.0
},
"eval_O": {
"f1-score": 0.9204840581311821,
"precision": 0.9389020403562169,
"recall": 0.9027747669629308,
"support": 9226.0
},
"eval_accuracy": 0.8410876570476845,
"eval_loss": 0.7145851254463196,
"eval_macro avg": {
"f1-score": 0.7555076167746976,
"precision": 0.744044068139658,
"recall": 0.7685449555576133,
"support": 27619.0
},
"eval_runtime": 4.8288,
"eval_samples_per_second": 16.567,
"eval_steps_per_second": 2.071,
"eval_weighted avg": {
"f1-score": 0.841386205332122,
"precision": 0.842161020451525,
"recall": 0.8410876570476845,
"support": 27619.0
},
"step": 810
},
{
"epoch": 11.0,
"eval_B-Claim": {
"f1-score": 0.6018348623853211,
"precision": 0.5985401459854015,
"recall": 0.6051660516605166,
"support": 271.0
},
"eval_B-MajorClaim": {
"f1-score": 0.7272727272727274,
"precision": 0.768,
"recall": 0.6906474820143885,
"support": 139.0
},
"eval_B-Premise": {
"f1-score": 0.7833733013589128,
"precision": 0.7928802588996764,
"recall": 0.7740916271721959,
"support": 633.0
},
"eval_I-Claim": {
"f1-score": 0.6083602886290123,
"precision": 0.6056477582363141,
"recall": 0.6110972256935766,
"support": 4001.0
},
"eval_I-MajorClaim": {
"f1-score": 0.7648026315789475,
"precision": 0.8532110091743119,
"recall": 0.6929955290611028,
"support": 2013.0
},
"eval_I-Premise": {
"f1-score": 0.882720702345586,
"precision": 0.8874030489435678,
"recall": 0.8780875088214538,
"support": 11336.0
},
"eval_O": {
"f1-score": 0.921590369079677,
"precision": 0.8984865643982292,
"recall": 0.9459137220897463,
"support": 9226.0
},
"eval_accuracy": 0.8425721423657627,
"eval_loss": 0.7725272178649902,
"eval_macro avg": {
"f1-score": 0.7557078403785977,
"precision": 0.7720241122339289,
"recall": 0.7425713066447115,
"support": 27619.0
},
"eval_runtime": 4.7985,
"eval_samples_per_second": 16.672,
"eval_steps_per_second": 2.084,
"eval_weighted avg": {
"f1-score": 0.8415502116531838,
"precision": 0.8421955187218679,
"recall": 0.8425721423657627,
"support": 27619.0
},
"step": 891
},
{
"epoch": 12.0,
"eval_B-Claim": {
"f1-score": 0.5907473309608542,
"precision": 0.570446735395189,
"recall": 0.6125461254612546,
"support": 271.0
},
"eval_B-MajorClaim": {
"f1-score": 0.7328767123287672,
"precision": 0.6993464052287581,
"recall": 0.7697841726618705,
"support": 139.0
},
"eval_B-Premise": {
"f1-score": 0.7870370370370371,
"precision": 0.7692307692307693,
"recall": 0.8056872037914692,
"support": 633.0
},
"eval_I-Claim": {
"f1-score": 0.6039273805113003,
"precision": 0.596923828125,
"recall": 0.6110972256935766,
"support": 4001.0
},
"eval_I-MajorClaim": {
"f1-score": 0.7876195269250126,
"precision": 0.7980622131565528,
"recall": 0.7774465971187282,
"support": 2013.0
},
"eval_I-Premise": {
"f1-score": 0.8808608098180718,
"precision": 0.8633629817873782,
"recall": 0.8990825688073395,
"support": 11336.0
},
"eval_O": {
"f1-score": 0.9129559185500112,
"precision": 0.9433526011560693,
"recall": 0.8844569694342077,
"support": 9226.0
},
"eval_accuracy": 0.8380100655345958,
"eval_loss": 0.8826749920845032,
"eval_macro avg": {
"f1-score": 0.7565749594472935,
"precision": 0.7486750762971024,
"recall": 0.765728694709778,
"support": 27619.0
},
"eval_runtime": 4.8258,
"eval_samples_per_second": 16.577,
"eval_steps_per_second": 2.072,
"eval_weighted avg": {
"f1-score": 0.8389267473809466,
"precision": 0.8408692792556519,
"recall": 0.8380100655345958,
"support": 27619.0
},
"step": 972
},
{
"epoch": 12.35,
"grad_norm": 6.464661598205566,
"learning_rate": 1.506172839506173e-05,
"loss": 0.0768,
"step": 1000
},
{
"epoch": 13.0,
"eval_B-Claim": {
"f1-score": 0.6059544658493871,
"precision": 0.5766666666666667,
"recall": 0.6383763837638377,
"support": 271.0
},
"eval_B-MajorClaim": {
"f1-score": 0.75,
"precision": 0.6909090909090909,
"recall": 0.8201438848920863,
"support": 139.0
},
"eval_B-Premise": {
"f1-score": 0.7835703001579779,
"precision": 0.7835703001579779,
"recall": 0.7835703001579779,
"support": 633.0
},
"eval_I-Claim": {
"f1-score": 0.6174981923355025,
"precision": 0.5962299278566442,
"recall": 0.6403399150212447,
"support": 4001.0
},
"eval_I-MajorClaim": {
"f1-score": 0.7900677200902934,
"precision": 0.7978723404255319,
"recall": 0.7824143070044709,
"support": 2013.0
},
"eval_I-Premise": {
"f1-score": 0.8801810597319606,
"precision": 0.8856045722450437,
"recall": 0.8748235709244884,
"support": 11336.0
},
"eval_O": {
"f1-score": 0.9129007550060182,
"precision": 0.9216747680070703,
"recall": 0.9042922176457836,
"support": 9226.0
},
"eval_accuracy": 0.8392773090988088,
"eval_loss": 0.8458374738693237,
"eval_macro avg": {
"f1-score": 0.7628817847387342,
"precision": 0.7503610951811466,
"recall": 0.7777086542014128,
"support": 27619.0
},
"eval_runtime": 4.8414,
"eval_samples_per_second": 16.524,
"eval_steps_per_second": 2.065,
"eval_weighted avg": {
"f1-score": 0.8409296175505384,
"precision": 0.8429896387826172,
"recall": 0.8392773090988088,
"support": 27619.0
},
"step": 1053
},
{
"epoch": 14.0,
"eval_B-Claim": {
"f1-score": 0.5909090909090908,
"precision": 0.5614617940199336,
"recall": 0.6236162361623616,
"support": 271.0
},
"eval_B-MajorClaim": {
"f1-score": 0.7424749163879598,
"precision": 0.69375,
"recall": 0.7985611510791367,
"support": 139.0
},
"eval_B-Premise": {
"f1-score": 0.7811764705882354,
"precision": 0.7757009345794392,
"recall": 0.7867298578199052,
"support": 633.0
},
"eval_I-Claim": {
"f1-score": 0.6013087736306351,
"precision": 0.5836273817925194,
"recall": 0.620094976255936,
"support": 4001.0
},
"eval_I-MajorClaim": {
"f1-score": 0.7706057596822246,
"precision": 0.7702233250620347,
"recall": 0.7709885742672627,
"support": 2013.0
},
"eval_I-Premise": {
"f1-score": 0.8808171531721921,
"precision": 0.8792300254900237,
"recall": 0.882410021171489,
"support": 11336.0
},
"eval_O": {
"f1-score": 0.9170672412840489,
"precision": 0.9353093654908148,
"recall": 0.8995230869282462,
"support": 9226.0
},
"eval_accuracy": 0.8368514428473153,
"eval_loss": 0.9143030047416687,
"eval_macro avg": {
"f1-score": 0.7549084865220552,
"precision": 0.7427575466335379,
"recall": 0.7688462719549054,
"support": 27619.0
},
"eval_runtime": 4.8212,
"eval_samples_per_second": 16.594,
"eval_steps_per_second": 2.074,
"eval_weighted avg": {
"f1-score": 0.838578387953211,
"precision": 0.8407717357848979,
"recall": 0.8368514428473153,
"support": 27619.0
},
"step": 1134
},
{
"epoch": 15.0,
"eval_B-Claim": {
"f1-score": 0.5709090909090909,
"precision": 0.5627240143369175,
"recall": 0.5793357933579336,
"support": 271.0
},
"eval_B-MajorClaim": {
"f1-score": 0.7446808510638296,
"precision": 0.7342657342657343,
"recall": 0.7553956834532374,
"support": 139.0
},
"eval_B-Premise": {
"f1-score": 0.7841269841269841,
"precision": 0.7878787878787878,
"recall": 0.7804107424960506,
"support": 633.0
},
"eval_I-Claim": {
"f1-score": 0.5929925907321362,
"precision": 0.5959111559818273,
"recall": 0.5901024743814046,
"support": 4001.0
},
"eval_I-MajorClaim": {
"f1-score": 0.7486910994764399,
"precision": 0.7913669064748201,
"recall": 0.7103825136612022,
"support": 2013.0
},
"eval_I-Premise": {
"f1-score": 0.882824477638092,
"precision": 0.8767945706081963,
"recall": 0.8889378969654199,
"support": 11336.0
},
"eval_O": {
"f1-score": 0.9183122909247868,
"precision": 0.9142672969488612,
"recall": 0.9223932365055278,
"support": 9226.0
},
"eval_accuracy": 0.8376117889858431,
"eval_loss": 0.9049480557441711,
"eval_macro avg": {
"f1-score": 0.74893391212448,
"precision": 0.7518869237850208,
"recall": 0.746708334402968,
"support": 27619.0
},
"eval_runtime": 4.8265,
"eval_samples_per_second": 16.575,
"eval_steps_per_second": 2.072,
"eval_weighted avg": {
"f1-score": 0.8368987072750449,
"precision": 0.8365590307236803,
"recall": 0.8376117889858431,
"support": 27619.0
},
"step": 1215
},
{
"epoch": 16.0,
"eval_B-Claim": {
"f1-score": 0.5880077369439072,
"precision": 0.6178861788617886,
"recall": 0.5608856088560885,
"support": 271.0
},
"eval_B-MajorClaim": {
"f1-score": 0.7475409836065575,
"precision": 0.6867469879518072,
"recall": 0.8201438848920863,
"support": 139.0
},
"eval_B-Premise": {
"f1-score": 0.7921259842519685,
"precision": 0.7896389324960753,
"recall": 0.7946287519747235,
"support": 633.0
},
"eval_I-Claim": {
"f1-score": 0.5849176980987624,
"precision": 0.5974973931178311,
"recall": 0.5728567858035492,
"support": 4001.0
},
"eval_I-MajorClaim": {
"f1-score": 0.7757869249394673,
"precision": 0.7567312234293812,
"recall": 0.7958271236959762,
"support": 2013.0
},
"eval_I-Premise": {
"f1-score": 0.8798468592797044,
"precision": 0.8881100026961445,
"recall": 0.8717360621030346,
"support": 11336.0
},
"eval_O": {
"f1-score": 0.92327420388972,
"precision": 0.9104320337197049,
"recall": 0.9364838499891611,
"support": 9226.0
},
"eval_accuracy": 0.8394583438936963,
"eval_loss": 0.9981638789176941,
"eval_macro avg": {
"f1-score": 0.7559286272871554,
"precision": 0.7495775360389619,
"recall": 0.7646517239020884,
"support": 27619.0
},
"eval_runtime": 4.8136,
"eval_samples_per_second": 16.62,
"eval_steps_per_second": 2.077,
"eval_weighted avg": {
"f1-score": 0.8385046755256232,
"precision": 0.8379700346267476,
"recall": 0.8394583438936963,
"support": 27619.0
},
"step": 1296
},
{
"epoch": 17.0,
"eval_B-Claim": {
"f1-score": 0.5753424657534246,
"precision": 0.6125,
"recall": 0.5424354243542435,
"support": 271.0
},
"eval_B-MajorClaim": {
"f1-score": 0.7160493827160496,
"precision": 0.6270270270270271,
"recall": 0.8345323741007195,
"support": 139.0
},
"eval_B-Premise": {
"f1-score": 0.7974882260596545,
"precision": 0.7925117004680188,
"recall": 0.8025276461295419,
"support": 633.0
},
"eval_I-Claim": {
"f1-score": 0.5781887408213218,
"precision": 0.6340590515955861,
"recall": 0.5313671582104474,
"support": 4001.0
},
"eval_I-MajorClaim": {
"f1-score": 0.7680890538033396,
"precision": 0.7203131796433232,
"recall": 0.8226527570789866,
"support": 2013.0
},
"eval_I-Premise": {
"f1-score": 0.8883316761056591,
"precision": 0.8710470538363714,
"recall": 0.9063161609033169,
"support": 11336.0
},
"eval_O": {
"f1-score": 0.9186122627100153,
"precision": 0.9246650560070283,
"recall": 0.9126381964014741,
"support": 9226.0
},
"eval_accuracy": 0.8417031753503024,
"eval_loss": 1.0078351497650146,
"eval_macro avg": {
"f1-score": 0.7488716868527806,
"precision": 0.7403032955110508,
"recall": 0.7646385310255328,
"support": 27619.0
},
"eval_runtime": 4.8211,
"eval_samples_per_second": 16.594,
"eval_steps_per_second": 2.074,
"eval_weighted avg": {
"f1-score": 0.838734195768893,
"precision": 0.8380757474281803,
"recall": 0.8417031753503024,
"support": 27619.0
},
"step": 1377
},
{
"epoch": 18.0,
"eval_B-Claim": {
"f1-score": 0.5923076923076923,
"precision": 0.6184738955823293,
"recall": 0.5682656826568265,
"support": 271.0
},
"eval_B-MajorClaim": {
"f1-score": 0.745644599303136,
"precision": 0.722972972972973,
"recall": 0.7697841726618705,
"support": 139.0
},
"eval_B-Premise": {
"f1-score": 0.7912087912087912,
"precision": 0.7862714508580343,
"recall": 0.7962085308056872,
"support": 633.0
},
"eval_I-Claim": {
"f1-score": 0.6042421107087429,
"precision": 0.6261056017153578,
"recall": 0.5838540364908773,
"support": 4001.0
},
"eval_I-MajorClaim": {
"f1-score": 0.7803540264273249,
"precision": 0.7832832832832833,
"recall": 0.7774465971187282,
"support": 2013.0
},
"eval_I-Premise": {
"f1-score": 0.8878702702702702,
"precision": 0.8708117736873356,
"recall": 0.9056104446012703,
"support": 11336.0
},
"eval_O": {
"f1-score": 0.9169446115151184,
"precision": 0.925190334326382,
"recall": 0.9088445696943421,
"support": 9226.0
},
"eval_accuracy": 0.8442376624787284,
"eval_loss": 0.9712997674942017,
"eval_macro avg": {
"f1-score": 0.7597960145344393,
"precision": 0.7618727589179565,
"recall": 0.7585734334328001,
"support": 27619.0
},
"eval_runtime": 4.8169,
"eval_samples_per_second": 16.608,
"eval_steps_per_second": 2.076,
"eval_weighted avg": {
"f1-score": 0.8428273600970289,
"precision": 0.8419904974860213,
"recall": 0.8442376624787284,
"support": 27619.0
},
"step": 1458
},
{
"epoch": 18.52,
"grad_norm": 7.254913806915283,
"learning_rate": 1.2592592592592593e-05,
"loss": 0.0261,
"step": 1500
},
{
"epoch": 19.0,
"eval_B-Claim": {
"f1-score": 0.588235294117647,
"precision": 0.5689655172413793,
"recall": 0.6088560885608856,
"support": 271.0
},
"eval_B-MajorClaim": {
"f1-score": 0.7224080267558529,
"precision": 0.675,
"recall": 0.7769784172661871,
"support": 139.0
},
"eval_B-Premise": {
"f1-score": 0.7804107424960506,
"precision": 0.7804107424960506,
"recall": 0.7804107424960506,
"support": 633.0
},
"eval_I-Claim": {
"f1-score": 0.6187416656564432,
"precision": 0.60075329566855,
"recall": 0.6378405398650338,
"support": 4001.0
},
"eval_I-MajorClaim": {
"f1-score": 0.7764764515325194,
"precision": 0.779,
"recall": 0.7739692001987084,
"support": 2013.0
},
"eval_I-Premise": {
"f1-score": 0.8802663706992231,
"precision": 0.886048797926535,
"recall": 0.8745589273112209,
"support": 11336.0
},
"eval_O": {
"f1-score": 0.9251841746248295,
"precision": 0.931640839652709,
"recall": 0.9188163884673748,
"support": 9226.0
},
"eval_accuracy": 0.8424635214888302,
"eval_loss": 0.9876435995101929,
"eval_macro avg": {
"f1-score": 0.7559603894117952,
"precision": 0.7459741704264606,
"recall": 0.7673471863093516,
"support": 27619.0
},
"eval_runtime": 4.8824,
"eval_samples_per_second": 16.385,
"eval_steps_per_second": 2.048,
"eval_weighted avg": {
"f1-score": 0.8438722529775301,
"precision": 0.8455528133195762,
"recall": 0.8424635214888302,
"support": 27619.0
},
"step": 1539
},
{
"epoch": 20.0,
"eval_B-Claim": {
"f1-score": 0.6126760563380281,
"precision": 0.5858585858585859,
"recall": 0.6420664206642066,
"support": 271.0
},
"eval_B-MajorClaim": {
"f1-score": 0.7375415282392027,
"precision": 0.6851851851851852,
"recall": 0.7985611510791367,
"support": 139.0
},
"eval_B-Premise": {
"f1-score": 0.7827476038338658,
"precision": 0.7915993537964459,
"recall": 0.7740916271721959,
"support": 633.0
},
"eval_I-Claim": {
"f1-score": 0.6214689265536723,
"precision": 0.6243693239152371,
"recall": 0.6185953511622094,
"support": 4001.0
},
"eval_I-MajorClaim": {
"f1-score": 0.7863746958637469,
"precision": 0.7706247019551741,
"recall": 0.8027819175360159,
"support": 2013.0
},
"eval_I-Premise": {
"f1-score": 0.8849448123620308,
"precision": 0.8858051971009369,
"recall": 0.8840860973888497,
"support": 11336.0
},
"eval_O": {
"f1-score": 0.9158329708568943,
"precision": 0.9188304603971198,
"recall": 0.9128549750704531,
"support": 9226.0
},
"eval_accuracy": 0.8439842137658858,
"eval_loss": 1.0289872884750366,
"eval_macro avg": {
"f1-score": 0.7630837991496344,
"precision": 0.7517532583155264,
"recall": 0.7761482200104383,
"support": 27619.0
},
"eval_runtime": 4.857,
"eval_samples_per_second": 16.471,
"eval_steps_per_second": 2.059,
"eval_weighted avg": {
"f1-score": 0.8441548041890129,
"precision": 0.844457711736205,
"recall": 0.8439842137658858,
"support": 27619.0
},
"step": 1620
},
{
"epoch": 21.0,
"eval_B-Claim": {
"f1-score": 0.6,
"precision": 0.5913978494623656,
"recall": 0.6088560885608856,
"support": 271.0
},
"eval_B-MajorClaim": {
"f1-score": 0.754325259515571,
"precision": 0.7266666666666667,
"recall": 0.7841726618705036,
"support": 139.0
},
"eval_B-Premise": {
"f1-score": 0.7965435978004713,
"precision": 0.7921875,
"recall": 0.8009478672985783,
"support": 633.0
},
"eval_I-Claim": {
"f1-score": 0.6180417495029821,
"precision": 0.614529280948851,
"recall": 0.6215946013496626,
"support": 4001.0
},
"eval_I-MajorClaim": {
"f1-score": 0.7913561847988076,
"precision": 0.7913561847988078,
"recall": 0.7913561847988078,
"support": 2013.0
},
"eval_I-Premise": {
"f1-score": 0.8852830847073192,
"precision": 0.8755823986194996,
"recall": 0.8952011291460833,
"support": 11336.0
},
"eval_O": {
"f1-score": 0.9224318658280921,
"precision": 0.9393258426966292,
"recall": 0.9061348363321049,
"support": 9226.0
},
"eval_accuracy": 0.8461204243455592,
"eval_loss": 1.0996745824813843,
"eval_macro avg": {
"f1-score": 0.7668545345933204,
"precision": 0.7615779604561171,
"recall": 0.7726090527652323,
"support": 27619.0
},
"eval_runtime": 4.8412,
"eval_samples_per_second": 16.525,
"eval_steps_per_second": 2.066,
"eval_weighted avg": {
"f1-score": 0.8466408555926697,
"precision": 0.8474703689459093,
"recall": 0.8461204243455592,
"support": 27619.0
},
"step": 1701
},
{
"epoch": 22.0,
"eval_B-Claim": {
"f1-score": 0.5984251968503936,
"precision": 0.6413502109704642,
"recall": 0.5608856088560885,
"support": 271.0
},
"eval_B-MajorClaim": {
"f1-score": 0.7266666666666667,
"precision": 0.6770186335403726,
"recall": 0.7841726618705036,
"support": 139.0
},
"eval_B-Premise": {
"f1-score": 0.7909162098668755,
"precision": 0.7841614906832298,
"recall": 0.7977883096366508,
"support": 633.0
},
"eval_I-Claim": {
"f1-score": 0.6076327583865272,
"precision": 0.665377751338489,
"recall": 0.5591102224443889,
"support": 4001.0
},
"eval_I-MajorClaim": {
"f1-score": 0.7673170731707317,
"precision": 0.753713464302827,
"recall": 0.7814207650273224,
"support": 2013.0
},
"eval_I-Premise": {
"f1-score": 0.8918528587205845,
"precision": 0.8600688186137965,
"recall": 0.9260762173606211,
"support": 11336.0
},
"eval_O": {
"f1-score": 0.9196605686577033,
"precision": 0.9353284017036539,
"recall": 0.9045089963147627,
"support": 9226.0
},
"eval_accuracy": 0.847930772294435,
"eval_loss": 1.1058261394500732,
"eval_macro avg": {
"f1-score": 0.757495904617069,
"precision": 0.7595741101646905,
"recall": 0.7591375402157626,
"support": 27619.0
},
"eval_runtime": 4.8079,
"eval_samples_per_second": 16.639,
"eval_steps_per_second": 2.08,
"eval_weighted avg": {
"f1-score": 0.8448680329971596,
"precision": 0.8444464777692308,
"recall": 0.847930772294435,
"support": 27619.0
},
"step": 1782
},
{
"epoch": 23.0,
"eval_B-Claim": {
"f1-score": 0.6037099494097807,
"precision": 0.5559006211180124,
"recall": 0.6605166051660517,
"support": 271.0
},
"eval_B-MajorClaim": {
"f1-score": 0.7397260273972602,
"precision": 0.7058823529411765,
"recall": 0.7769784172661871,
"support": 139.0
},
"eval_B-Premise": {
"f1-score": 0.7720706260032103,
"precision": 0.7846655791190864,
"recall": 0.7598736176935229,
"support": 633.0
},
"eval_I-Claim": {
"f1-score": 0.6147824084734056,
"precision": 0.5699039487726788,
"recall": 0.6673331667083229,
"support": 4001.0
},
"eval_I-MajorClaim": {
"f1-score": 0.7702471250305848,
"precision": 0.7589199614271939,
"recall": 0.7819175360158966,
"support": 2013.0
},
"eval_I-Premise": {
"f1-score": 0.8730755460078767,
"precision": 0.8860828488372093,
"recall": 0.8604446012702893,
"support": 11336.0
},
"eval_O": {
"f1-score": 0.9182879377431906,
"precision": 0.9424920127795527,
"recall": 0.8952959028831563,
"support": 9226.0
},
"eval_accuracy": 0.8337014374162715,
"eval_loss": 1.1438162326812744,
"eval_macro avg": {
"f1-score": 0.75598566000933,
"precision": 0.7434067607135587,
"recall": 0.771765692429061,
"support": 27619.0
},
"eval_runtime": 4.8472,
"eval_samples_per_second": 16.504,
"eval_steps_per_second": 2.063,
"eval_weighted avg": {
"f1-score": 0.8376374525692796,
"precision": 0.8433838333277589,
"recall": 0.8337014374162715,
"support": 27619.0
},
"step": 1863
},
{
"epoch": 24.0,
"eval_B-Claim": {
"f1-score": 0.6189624329159212,
"precision": 0.6006944444444444,
"recall": 0.6383763837638377,
"support": 271.0
},
"eval_B-MajorClaim": {
"f1-score": 0.7397260273972602,
"precision": 0.7058823529411765,
"recall": 0.7769784172661871,
"support": 139.0
},
"eval_B-Premise": {
"f1-score": 0.7880690737833596,
"precision": 0.7831513260530422,
"recall": 0.7930489731437599,
"support": 633.0
},
"eval_I-Claim": {
"f1-score": 0.6222925285957654,
"precision": 0.6063552288356652,
"recall": 0.6390902274431393,
"support": 4001.0
},
"eval_I-MajorClaim": {
"f1-score": 0.7763733592610598,
"precision": 0.7601142313184198,
"recall": 0.7933432687531048,
"support": 2013.0
},
"eval_I-Premise": {
"f1-score": 0.8828359526752604,
"precision": 0.8836161187698833,
"recall": 0.8820571630204658,
"support": 11336.0
},
"eval_O": {
"f1-score": 0.9172044790115285,
"precision": 0.9338425249915758,
"recall": 0.9011489269455886,
"support": 9226.0
},
"eval_accuracy": 0.8418117962272349,
"eval_loss": 1.1221617460250854,
"eval_macro avg": {
"f1-score": 0.7636376933771649,
"precision": 0.753379461050601,
"recall": 0.7748633371908691,
"support": 27619.0
},
"eval_runtime": 4.8078,
"eval_samples_per_second": 16.64,
"eval_steps_per_second": 2.08,
"eval_weighted avg": {
"f1-score": 0.8433323915719101,
"precision": 0.8452544012114124,
"recall": 0.8418117962272349,
"support": 27619.0
},
"step": 1944
},
{
"epoch": 24.69,
"grad_norm": 0.008052258752286434,
"learning_rate": 1.0123456790123458e-05,
"loss": 0.0118,
"step": 2000
},
{
"epoch": 25.0,
"eval_B-Claim": {
"f1-score": 0.6019417475728155,
"precision": 0.6352459016393442,
"recall": 0.5719557195571956,
"support": 271.0
},
"eval_B-MajorClaim": {
"f1-score": 0.7574750830564784,
"precision": 0.7037037037037037,
"recall": 0.8201438848920863,
"support": 139.0
},
"eval_B-Premise": {
"f1-score": 0.7897196261682242,
"precision": 0.7788018433179723,
"recall": 0.8009478672985783,
"support": 633.0
},
"eval_I-Claim": {
"f1-score": 0.6033311125916057,
"precision": 0.6461187214611872,
"recall": 0.5658585353661585,
"support": 4001.0
},
"eval_I-MajorClaim": {
"f1-score": 0.7857317371121426,
"precision": 0.7730769230769231,
"recall": 0.7988077496274217,
"support": 2013.0
},
"eval_I-Premise": {
"f1-score": 0.8852726492056677,
"precision": 0.8623891584406893,
"recall": 0.9094036697247706,
"support": 11336.0
},
"eval_O": {
"f1-score": 0.9221917808219178,
"precision": 0.9325132978723404,
"recall": 0.9120962497290267,
"support": 9226.0
},
"eval_accuracy": 0.8462290452224918,
"eval_loss": 1.1378806829452515,
"eval_macro avg": {
"f1-score": 0.7636662480755503,
"precision": 0.7616927927874515,
"recall": 0.7684590965993198,
"support": 27619.0
},
"eval_runtime": 4.8628,
"eval_samples_per_second": 16.452,
"eval_steps_per_second": 2.056,
"eval_weighted avg": {
"f1-score": 0.8438939014101086,
"precision": 0.8430313935317453,
"recall": 0.8462290452224918,
"support": 27619.0
},
"step": 2025
}
],
"logging_steps": 500,
"max_steps": 4050,
"num_input_tokens_seen": 0,
"num_train_epochs": 50,
"save_steps": 500,
"total_flos": 3594770317950000.0,
"train_batch_size": 4,
"trial_name": null,
"trial_params": null
}