Instructions to use arthrod/gliner-ettin-68m-ptbr-pii-full-3x-v1 with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- GLiNER
How to use arthrod/gliner-ettin-68m-ptbr-pii-full-3x-v1 with GLiNER:
from gliner import GLiNER model = GLiNER.from_pretrained("arthrod/gliner-ettin-68m-ptbr-pii-full-3x-v1") - Notebooks
- Google Colab
- Kaggle
| { | |
| "best_global_step": null, | |
| "best_metric": null, | |
| "best_model_checkpoint": null, | |
| "epoch": 0.8970358814352574, | |
| "eval_steps": 3450, | |
| "global_step": 6900, | |
| "is_hyper_param_search": false, | |
| "is_local_process_zero": true, | |
| "is_world_process_zero": true, | |
| "log_history": [ | |
| { | |
| "epoch": 0.003250130005200208, | |
| "grad_norm": 0.17285723984241486, | |
| "learning_rate": 1.7391304347826088e-07, | |
| "loss": 0.003443165719509125, | |
| "step": 25 | |
| }, | |
| { | |
| "epoch": 0.006500260010400416, | |
| "grad_norm": 0.16427233815193176, | |
| "learning_rate": 3.5507246376811595e-07, | |
| "loss": 0.0031772717833518983, | |
| "step": 50 | |
| }, | |
| { | |
| "epoch": 0.009750390015600624, | |
| "grad_norm": 0.12062286585569382, | |
| "learning_rate": 5.36231884057971e-07, | |
| "loss": 0.0028067561984062195, | |
| "step": 75 | |
| }, | |
| { | |
| "epoch": 0.013000520020800831, | |
| "grad_norm": 0.036187898367643356, | |
| "learning_rate": 7.17391304347826e-07, | |
| "loss": 0.002082071602344513, | |
| "step": 100 | |
| }, | |
| { | |
| "epoch": 0.01625065002600104, | |
| "grad_norm": 0.07566563785076141, | |
| "learning_rate": 8.985507246376812e-07, | |
| "loss": 0.0016960065066814424, | |
| "step": 125 | |
| }, | |
| { | |
| "epoch": 0.01950078003120125, | |
| "grad_norm": 0.0404927060008049, | |
| "learning_rate": 1.0797101449275362e-06, | |
| "loss": 0.001293088048696518, | |
| "step": 150 | |
| }, | |
| { | |
| "epoch": 0.022750910036401457, | |
| "grad_norm": 0.02149803936481476, | |
| "learning_rate": 1.2608695652173913e-06, | |
| "loss": 0.0010677673667669296, | |
| "step": 175 | |
| }, | |
| { | |
| "epoch": 0.026001040041601663, | |
| "grad_norm": 0.014630273915827274, | |
| "learning_rate": 1.4420289855072464e-06, | |
| "loss": 0.0008378532528877258, | |
| "step": 200 | |
| }, | |
| { | |
| "epoch": 0.02925117004680187, | |
| "grad_norm": 0.012398317456245422, | |
| "learning_rate": 1.6231884057971016e-06, | |
| "loss": 0.0008191241323947906, | |
| "step": 225 | |
| }, | |
| { | |
| "epoch": 0.03250130005200208, | |
| "grad_norm": 0.006211752071976662, | |
| "learning_rate": 1.8043478260869565e-06, | |
| "loss": 0.0007002048194408416, | |
| "step": 250 | |
| }, | |
| { | |
| "epoch": 0.035751430057202285, | |
| "grad_norm": 0.004569601267576218, | |
| "learning_rate": 1.9855072463768116e-06, | |
| "loss": 0.0007424639165401459, | |
| "step": 275 | |
| }, | |
| { | |
| "epoch": 0.0390015600624025, | |
| "grad_norm": 0.0053680334240198135, | |
| "learning_rate": 2.166666666666667e-06, | |
| "loss": 0.0006691357493400574, | |
| "step": 300 | |
| }, | |
| { | |
| "epoch": 0.0422516900676027, | |
| "grad_norm": 0.005433837883174419, | |
| "learning_rate": 2.347826086956522e-06, | |
| "loss": 0.0007775794714689255, | |
| "step": 325 | |
| }, | |
| { | |
| "epoch": 0.045501820072802915, | |
| "grad_norm": 0.005344253499060869, | |
| "learning_rate": 2.5289855072463768e-06, | |
| "loss": 0.0006336342543363571, | |
| "step": 350 | |
| }, | |
| { | |
| "epoch": 0.04875195007800312, | |
| "grad_norm": 0.006653524469584227, | |
| "learning_rate": 2.710144927536232e-06, | |
| "loss": 0.0006941972672939301, | |
| "step": 375 | |
| }, | |
| { | |
| "epoch": 0.052002080083203325, | |
| "grad_norm": 0.002266584662720561, | |
| "learning_rate": 2.8913043478260875e-06, | |
| "loss": 0.0006006322428584098, | |
| "step": 400 | |
| }, | |
| { | |
| "epoch": 0.05525221008840354, | |
| "grad_norm": 0.0035597020760178566, | |
| "learning_rate": 3.072463768115942e-06, | |
| "loss": 0.0007461020350456237, | |
| "step": 425 | |
| }, | |
| { | |
| "epoch": 0.05850234009360374, | |
| "grad_norm": 0.005806833505630493, | |
| "learning_rate": 3.2536231884057973e-06, | |
| "loss": 0.0006669971346855163, | |
| "step": 450 | |
| }, | |
| { | |
| "epoch": 0.061752470098803955, | |
| "grad_norm": 0.004355548415333033, | |
| "learning_rate": 3.4347826086956526e-06, | |
| "loss": 0.0007137749344110489, | |
| "step": 475 | |
| }, | |
| { | |
| "epoch": 0.06500260010400416, | |
| "grad_norm": 0.003757717553526163, | |
| "learning_rate": 3.6159420289855076e-06, | |
| "loss": 0.000681799128651619, | |
| "step": 500 | |
| }, | |
| { | |
| "epoch": 0.06825273010920437, | |
| "grad_norm": 0.0034986482933163643, | |
| "learning_rate": 3.797101449275362e-06, | |
| "loss": 0.0006944525241851806, | |
| "step": 525 | |
| }, | |
| { | |
| "epoch": 0.07150286011440457, | |
| "grad_norm": 0.0026165375020354986, | |
| "learning_rate": 3.978260869565217e-06, | |
| "loss": 0.0006353378295898438, | |
| "step": 550 | |
| }, | |
| { | |
| "epoch": 0.07475299011960479, | |
| "grad_norm": 0.004414152819663286, | |
| "learning_rate": 4.159420289855073e-06, | |
| "loss": 0.0006701602041721344, | |
| "step": 575 | |
| }, | |
| { | |
| "epoch": 0.078003120124805, | |
| "grad_norm": 0.0028373319655656815, | |
| "learning_rate": 4.340579710144928e-06, | |
| "loss": 0.0006536580622196198, | |
| "step": 600 | |
| }, | |
| { | |
| "epoch": 0.0812532501300052, | |
| "grad_norm": 0.003998955246061087, | |
| "learning_rate": 4.5217391304347826e-06, | |
| "loss": 0.0006748034805059433, | |
| "step": 625 | |
| }, | |
| { | |
| "epoch": 0.0845033801352054, | |
| "grad_norm": 0.0053115058690309525, | |
| "learning_rate": 4.702898550724638e-06, | |
| "loss": 0.0005269774794578552, | |
| "step": 650 | |
| }, | |
| { | |
| "epoch": 0.08775351014040561, | |
| "grad_norm": 0.002853003330528736, | |
| "learning_rate": 4.884057971014493e-06, | |
| "loss": 0.0006208278983831406, | |
| "step": 675 | |
| }, | |
| { | |
| "epoch": 0.09100364014560583, | |
| "grad_norm": 0.002200072631239891, | |
| "learning_rate": 5.065217391304348e-06, | |
| "loss": 0.0005327824130654335, | |
| "step": 700 | |
| }, | |
| { | |
| "epoch": 0.09425377015080603, | |
| "grad_norm": 0.0036399802193045616, | |
| "learning_rate": 5.246376811594203e-06, | |
| "loss": 0.000596022792160511, | |
| "step": 725 | |
| }, | |
| { | |
| "epoch": 0.09750390015600624, | |
| "grad_norm": 0.002803057199344039, | |
| "learning_rate": 5.427536231884058e-06, | |
| "loss": 0.0006214606761932373, | |
| "step": 750 | |
| }, | |
| { | |
| "epoch": 0.10075403016120645, | |
| "grad_norm": 0.0016377355204895139, | |
| "learning_rate": 5.608695652173914e-06, | |
| "loss": 0.0005090900138020515, | |
| "step": 775 | |
| }, | |
| { | |
| "epoch": 0.10400416016640665, | |
| "grad_norm": 0.0022944787051528692, | |
| "learning_rate": 5.789855072463768e-06, | |
| "loss": 0.0005760033056139946, | |
| "step": 800 | |
| }, | |
| { | |
| "epoch": 0.10725429017160687, | |
| "grad_norm": 0.003916461952030659, | |
| "learning_rate": 5.9710144927536236e-06, | |
| "loss": 0.0005986005067825318, | |
| "step": 825 | |
| }, | |
| { | |
| "epoch": 0.11050442017680707, | |
| "grad_norm": 0.00359009625390172, | |
| "learning_rate": 6.152173913043478e-06, | |
| "loss": 0.0005693147704005241, | |
| "step": 850 | |
| }, | |
| { | |
| "epoch": 0.11375455018200728, | |
| "grad_norm": 0.0059497179463505745, | |
| "learning_rate": 6.333333333333334e-06, | |
| "loss": 0.0005642465874552727, | |
| "step": 875 | |
| }, | |
| { | |
| "epoch": 0.11700468018720749, | |
| "grad_norm": 0.0013701318530365825, | |
| "learning_rate": 6.514492753623189e-06, | |
| "loss": 0.0005200594663619995, | |
| "step": 900 | |
| }, | |
| { | |
| "epoch": 0.12025481019240769, | |
| "grad_norm": 0.0031415170524269342, | |
| "learning_rate": 6.695652173913043e-06, | |
| "loss": 0.0005143824592232704, | |
| "step": 925 | |
| }, | |
| { | |
| "epoch": 0.12350494019760791, | |
| "grad_norm": 0.0034513864666223526, | |
| "learning_rate": 6.876811594202899e-06, | |
| "loss": 0.0005369628965854645, | |
| "step": 950 | |
| }, | |
| { | |
| "epoch": 0.1267550702028081, | |
| "grad_norm": 0.0037151614669710398, | |
| "learning_rate": 7.057971014492754e-06, | |
| "loss": 0.000499497763812542, | |
| "step": 975 | |
| }, | |
| { | |
| "epoch": 0.13000520020800832, | |
| "grad_norm": 0.0036164678167551756, | |
| "learning_rate": 7.239130434782609e-06, | |
| "loss": 0.0005703026056289673, | |
| "step": 1000 | |
| }, | |
| { | |
| "epoch": 0.13325533021320854, | |
| "grad_norm": 0.0007839290192350745, | |
| "learning_rate": 7.420289855072464e-06, | |
| "loss": 0.0005447989702224731, | |
| "step": 1025 | |
| }, | |
| { | |
| "epoch": 0.13650546021840873, | |
| "grad_norm": 0.0009723713155835867, | |
| "learning_rate": 7.60144927536232e-06, | |
| "loss": 0.00040120664983987807, | |
| "step": 1050 | |
| }, | |
| { | |
| "epoch": 0.13975559022360895, | |
| "grad_norm": 0.0060493540950119495, | |
| "learning_rate": 7.782608695652174e-06, | |
| "loss": 0.000505555048584938, | |
| "step": 1075 | |
| }, | |
| { | |
| "epoch": 0.14300572022880914, | |
| "grad_norm": 0.0019169203005731106, | |
| "learning_rate": 7.963768115942028e-06, | |
| "loss": 0.0005860131233930588, | |
| "step": 1100 | |
| }, | |
| { | |
| "epoch": 0.14625585023400936, | |
| "grad_norm": 0.0017371033318340778, | |
| "learning_rate": 8.144927536231884e-06, | |
| "loss": 0.0005623264610767364, | |
| "step": 1125 | |
| }, | |
| { | |
| "epoch": 0.14950598023920958, | |
| "grad_norm": 0.0028496291488409042, | |
| "learning_rate": 8.326086956521739e-06, | |
| "loss": 0.0005109354481101036, | |
| "step": 1150 | |
| }, | |
| { | |
| "epoch": 0.15275611024440977, | |
| "grad_norm": 0.0014431331073865294, | |
| "learning_rate": 8.507246376811595e-06, | |
| "loss": 0.0005302329733967781, | |
| "step": 1175 | |
| }, | |
| { | |
| "epoch": 0.15600624024961, | |
| "grad_norm": 0.0023162339348345995, | |
| "learning_rate": 8.68840579710145e-06, | |
| "loss": 0.000517817810177803, | |
| "step": 1200 | |
| }, | |
| { | |
| "epoch": 0.15925637025481018, | |
| "grad_norm": 0.0029457092750817537, | |
| "learning_rate": 8.869565217391304e-06, | |
| "loss": 0.0005169714242219925, | |
| "step": 1225 | |
| }, | |
| { | |
| "epoch": 0.1625065002600104, | |
| "grad_norm": 0.0017235144041478634, | |
| "learning_rate": 9.05072463768116e-06, | |
| "loss": 0.0005387067794799805, | |
| "step": 1250 | |
| }, | |
| { | |
| "epoch": 0.16575663026521062, | |
| "grad_norm": 0.0014493406051769853, | |
| "learning_rate": 9.231884057971015e-06, | |
| "loss": 0.0004893744364380837, | |
| "step": 1275 | |
| }, | |
| { | |
| "epoch": 0.1690067602704108, | |
| "grad_norm": 0.0021185707300901413, | |
| "learning_rate": 9.41304347826087e-06, | |
| "loss": 0.0004978740215301514, | |
| "step": 1300 | |
| }, | |
| { | |
| "epoch": 0.17225689027561103, | |
| "grad_norm": 0.002453757682815194, | |
| "learning_rate": 9.594202898550725e-06, | |
| "loss": 0.0005677514523267746, | |
| "step": 1325 | |
| }, | |
| { | |
| "epoch": 0.17550702028081122, | |
| "grad_norm": 0.0008572939550504088, | |
| "learning_rate": 9.775362318840581e-06, | |
| "loss": 0.000497000552713871, | |
| "step": 1350 | |
| }, | |
| { | |
| "epoch": 0.17875715028601144, | |
| "grad_norm": 0.0018615953158587217, | |
| "learning_rate": 9.956521739130436e-06, | |
| "loss": 0.0005274380370974541, | |
| "step": 1375 | |
| }, | |
| { | |
| "epoch": 0.18200728029121166, | |
| "grad_norm": 0.002548182150349021, | |
| "learning_rate": 1.013768115942029e-05, | |
| "loss": 0.0004912593960762024, | |
| "step": 1400 | |
| }, | |
| { | |
| "epoch": 0.18525741029641185, | |
| "grad_norm": 0.002343876985833049, | |
| "learning_rate": 1.0318840579710145e-05, | |
| "loss": 0.0005362540483474732, | |
| "step": 1425 | |
| }, | |
| { | |
| "epoch": 0.18850754030161207, | |
| "grad_norm": 0.0014049322344362736, | |
| "learning_rate": 1.05e-05, | |
| "loss": 0.00045400157570838926, | |
| "step": 1450 | |
| }, | |
| { | |
| "epoch": 0.19175767030681226, | |
| "grad_norm": 0.00521356426179409, | |
| "learning_rate": 1.0681159420289856e-05, | |
| "loss": 0.0005186598747968674, | |
| "step": 1475 | |
| }, | |
| { | |
| "epoch": 0.19500780031201248, | |
| "grad_norm": 0.0024857220705598593, | |
| "learning_rate": 1.086231884057971e-05, | |
| "loss": 0.000503481850028038, | |
| "step": 1500 | |
| }, | |
| { | |
| "epoch": 0.1982579303172127, | |
| "grad_norm": 0.0017878555227071047, | |
| "learning_rate": 1.1043478260869566e-05, | |
| "loss": 0.00044301837682724, | |
| "step": 1525 | |
| }, | |
| { | |
| "epoch": 0.2015080603224129, | |
| "grad_norm": 0.0029132412746548653, | |
| "learning_rate": 1.122463768115942e-05, | |
| "loss": 0.0005477859079837799, | |
| "step": 1550 | |
| }, | |
| { | |
| "epoch": 0.2047581903276131, | |
| "grad_norm": 0.003274207701906562, | |
| "learning_rate": 1.1405797101449275e-05, | |
| "loss": 0.0005001088976860046, | |
| "step": 1575 | |
| }, | |
| { | |
| "epoch": 0.2080083203328133, | |
| "grad_norm": 0.0017230460653081536, | |
| "learning_rate": 1.1586956521739131e-05, | |
| "loss": 0.0005191057920455932, | |
| "step": 1600 | |
| }, | |
| { | |
| "epoch": 0.21125845033801352, | |
| "grad_norm": 0.0017725358484312892, | |
| "learning_rate": 1.1768115942028986e-05, | |
| "loss": 0.0005417963117361069, | |
| "step": 1625 | |
| }, | |
| { | |
| "epoch": 0.21450858034321374, | |
| "grad_norm": 0.0017839234787970781, | |
| "learning_rate": 1.1949275362318842e-05, | |
| "loss": 0.0004936951398849487, | |
| "step": 1650 | |
| }, | |
| { | |
| "epoch": 0.21775871034841393, | |
| "grad_norm": 0.0019156673224642873, | |
| "learning_rate": 1.2130434782608697e-05, | |
| "loss": 0.00043773382902145385, | |
| "step": 1675 | |
| }, | |
| { | |
| "epoch": 0.22100884035361415, | |
| "grad_norm": 0.0025115245953202248, | |
| "learning_rate": 1.2311594202898551e-05, | |
| "loss": 0.0005085283890366554, | |
| "step": 1700 | |
| }, | |
| { | |
| "epoch": 0.22425897035881434, | |
| "grad_norm": 0.002715683775022626, | |
| "learning_rate": 1.2492753623188407e-05, | |
| "loss": 0.00047373753041028975, | |
| "step": 1725 | |
| }, | |
| { | |
| "epoch": 0.22750910036401456, | |
| "grad_norm": 0.003488801419734955, | |
| "learning_rate": 1.2673913043478262e-05, | |
| "loss": 0.0004893385618925095, | |
| "step": 1750 | |
| }, | |
| { | |
| "epoch": 0.23075923036921478, | |
| "grad_norm": 0.0053019351325929165, | |
| "learning_rate": 1.2855072463768116e-05, | |
| "loss": 0.0004813239723443985, | |
| "step": 1775 | |
| }, | |
| { | |
| "epoch": 0.23400936037441497, | |
| "grad_norm": 0.005336040630936623, | |
| "learning_rate": 1.3036231884057972e-05, | |
| "loss": 0.00048693574965000155, | |
| "step": 1800 | |
| }, | |
| { | |
| "epoch": 0.2372594903796152, | |
| "grad_norm": 0.0017795194871723652, | |
| "learning_rate": 1.3217391304347825e-05, | |
| "loss": 0.0004995526745915413, | |
| "step": 1825 | |
| }, | |
| { | |
| "epoch": 0.24050962038481538, | |
| "grad_norm": 0.0011278062593191862, | |
| "learning_rate": 1.3398550724637681e-05, | |
| "loss": 0.00046038780361413957, | |
| "step": 1850 | |
| }, | |
| { | |
| "epoch": 0.2437597503900156, | |
| "grad_norm": 0.002104923827573657, | |
| "learning_rate": 1.3579710144927538e-05, | |
| "loss": 0.00047762546688318253, | |
| "step": 1875 | |
| }, | |
| { | |
| "epoch": 0.24700988039521582, | |
| "grad_norm": 0.0019306123722344637, | |
| "learning_rate": 1.376086956521739e-05, | |
| "loss": 0.000521504357457161, | |
| "step": 1900 | |
| }, | |
| { | |
| "epoch": 0.250260010400416, | |
| "grad_norm": 0.002995668677613139, | |
| "learning_rate": 1.3942028985507247e-05, | |
| "loss": 0.000536748543381691, | |
| "step": 1925 | |
| }, | |
| { | |
| "epoch": 0.2535101404056162, | |
| "grad_norm": 0.0014928326709195971, | |
| "learning_rate": 1.4123188405797103e-05, | |
| "loss": 0.00046544995158910753, | |
| "step": 1950 | |
| }, | |
| { | |
| "epoch": 0.25676027041081645, | |
| "grad_norm": 0.0018402858404442668, | |
| "learning_rate": 1.4304347826086959e-05, | |
| "loss": 0.00046654198318719865, | |
| "step": 1975 | |
| }, | |
| { | |
| "epoch": 0.26001040041601664, | |
| "grad_norm": 0.004148806910961866, | |
| "learning_rate": 1.4485507246376812e-05, | |
| "loss": 0.0005035639926791191, | |
| "step": 2000 | |
| }, | |
| { | |
| "epoch": 0.26326053042121683, | |
| "grad_norm": 0.0056002759374678135, | |
| "learning_rate": 1.4666666666666668e-05, | |
| "loss": 0.00047159191220998766, | |
| "step": 2025 | |
| }, | |
| { | |
| "epoch": 0.2665106604264171, | |
| "grad_norm": 0.00518020149320364, | |
| "learning_rate": 1.4847826086956524e-05, | |
| "loss": 0.0005678045004606246, | |
| "step": 2050 | |
| }, | |
| { | |
| "epoch": 0.26976079043161727, | |
| "grad_norm": 0.0023816865868866444, | |
| "learning_rate": 1.5028985507246377e-05, | |
| "loss": 0.0004457936435937882, | |
| "step": 2075 | |
| }, | |
| { | |
| "epoch": 0.27301092043681746, | |
| "grad_norm": 0.00243125157430768, | |
| "learning_rate": 1.5210144927536233e-05, | |
| "loss": 0.00046467509120702745, | |
| "step": 2100 | |
| }, | |
| { | |
| "epoch": 0.2762610504420177, | |
| "grad_norm": 0.0009784717112779617, | |
| "learning_rate": 1.5391304347826088e-05, | |
| "loss": 0.0004520739614963531, | |
| "step": 2125 | |
| }, | |
| { | |
| "epoch": 0.2795111804472179, | |
| "grad_norm": 0.0021698814816772938, | |
| "learning_rate": 1.5572463768115944e-05, | |
| "loss": 0.00043580066412687304, | |
| "step": 2150 | |
| }, | |
| { | |
| "epoch": 0.2827613104524181, | |
| "grad_norm": 0.000734630273655057, | |
| "learning_rate": 1.5753623188405797e-05, | |
| "loss": 0.0004298238828778267, | |
| "step": 2175 | |
| }, | |
| { | |
| "epoch": 0.2860114404576183, | |
| "grad_norm": 0.0020142493303865194, | |
| "learning_rate": 1.5934782608695653e-05, | |
| "loss": 0.0005486938357353211, | |
| "step": 2200 | |
| }, | |
| { | |
| "epoch": 0.28926157046281853, | |
| "grad_norm": 0.0026363793294876814, | |
| "learning_rate": 1.611594202898551e-05, | |
| "loss": 0.00046887725591659545, | |
| "step": 2225 | |
| }, | |
| { | |
| "epoch": 0.2925117004680187, | |
| "grad_norm": 0.00481174373999238, | |
| "learning_rate": 1.6297101449275362e-05, | |
| "loss": 0.00042210947722196577, | |
| "step": 2250 | |
| }, | |
| { | |
| "epoch": 0.2957618304732189, | |
| "grad_norm": 0.0007976884953677654, | |
| "learning_rate": 1.6478260869565218e-05, | |
| "loss": 0.00042526666074991224, | |
| "step": 2275 | |
| }, | |
| { | |
| "epoch": 0.29901196047841916, | |
| "grad_norm": 0.0022998733911663294, | |
| "learning_rate": 1.6659420289855074e-05, | |
| "loss": 0.00047022908926010133, | |
| "step": 2300 | |
| }, | |
| { | |
| "epoch": 0.30226209048361935, | |
| "grad_norm": 0.0029255158733576536, | |
| "learning_rate": 1.6840579710144927e-05, | |
| "loss": 0.000418592244386673, | |
| "step": 2325 | |
| }, | |
| { | |
| "epoch": 0.30551222048881954, | |
| "grad_norm": 0.0019420625176280737, | |
| "learning_rate": 1.7021739130434783e-05, | |
| "loss": 0.0004478084295988083, | |
| "step": 2350 | |
| }, | |
| { | |
| "epoch": 0.3087623504940198, | |
| "grad_norm": 0.0022736522369086742, | |
| "learning_rate": 1.720289855072464e-05, | |
| "loss": 0.0004615306109189987, | |
| "step": 2375 | |
| }, | |
| { | |
| "epoch": 0.31201248049922, | |
| "grad_norm": 0.0010760062141343951, | |
| "learning_rate": 1.7384057971014496e-05, | |
| "loss": 0.0004631573334336281, | |
| "step": 2400 | |
| }, | |
| { | |
| "epoch": 0.31526261050442017, | |
| "grad_norm": 0.0044555943459272385, | |
| "learning_rate": 1.756521739130435e-05, | |
| "loss": 0.0004210951179265976, | |
| "step": 2425 | |
| }, | |
| { | |
| "epoch": 0.31851274050962036, | |
| "grad_norm": 0.003932526335120201, | |
| "learning_rate": 1.7746376811594205e-05, | |
| "loss": 0.000449698381125927, | |
| "step": 2450 | |
| }, | |
| { | |
| "epoch": 0.3217628705148206, | |
| "grad_norm": 0.002491120947524905, | |
| "learning_rate": 1.792753623188406e-05, | |
| "loss": 0.00045762836933135984, | |
| "step": 2475 | |
| }, | |
| { | |
| "epoch": 0.3250130005200208, | |
| "grad_norm": 0.0024895304813981056, | |
| "learning_rate": 1.8108695652173913e-05, | |
| "loss": 0.0004615296423435211, | |
| "step": 2500 | |
| }, | |
| { | |
| "epoch": 0.328263130525221, | |
| "grad_norm": 0.00346749578602612, | |
| "learning_rate": 1.828985507246377e-05, | |
| "loss": 0.0004106666520237923, | |
| "step": 2525 | |
| }, | |
| { | |
| "epoch": 0.33151326053042124, | |
| "grad_norm": 0.0021729774307459593, | |
| "learning_rate": 1.8471014492753626e-05, | |
| "loss": 0.00039652612060308456, | |
| "step": 2550 | |
| }, | |
| { | |
| "epoch": 0.33476339053562143, | |
| "grad_norm": 0.0037798353005200624, | |
| "learning_rate": 1.865217391304348e-05, | |
| "loss": 0.00044131282716989515, | |
| "step": 2575 | |
| }, | |
| { | |
| "epoch": 0.3380135205408216, | |
| "grad_norm": 0.005481760948896408, | |
| "learning_rate": 1.8833333333333335e-05, | |
| "loss": 0.0004480358213186264, | |
| "step": 2600 | |
| }, | |
| { | |
| "epoch": 0.34126365054602187, | |
| "grad_norm": 0.0019796863198280334, | |
| "learning_rate": 1.9014492753623188e-05, | |
| "loss": 0.0004559497907757759, | |
| "step": 2625 | |
| }, | |
| { | |
| "epoch": 0.34451378055122206, | |
| "grad_norm": 0.0025186336133629084, | |
| "learning_rate": 1.9195652173913044e-05, | |
| "loss": 0.0004142383486032486, | |
| "step": 2650 | |
| }, | |
| { | |
| "epoch": 0.34776391055642225, | |
| "grad_norm": 0.0019014193676412106, | |
| "learning_rate": 1.9376811594202897e-05, | |
| "loss": 0.0004085032269358635, | |
| "step": 2675 | |
| }, | |
| { | |
| "epoch": 0.35101404056162244, | |
| "grad_norm": 0.003675377694889903, | |
| "learning_rate": 1.9557971014492753e-05, | |
| "loss": 0.00044845666736364364, | |
| "step": 2700 | |
| }, | |
| { | |
| "epoch": 0.3542641705668227, | |
| "grad_norm": 0.0008569825440645218, | |
| "learning_rate": 1.973913043478261e-05, | |
| "loss": 0.0004178711771965027, | |
| "step": 2725 | |
| }, | |
| { | |
| "epoch": 0.3575143005720229, | |
| "grad_norm": 0.0027375146746635437, | |
| "learning_rate": 1.9920289855072465e-05, | |
| "loss": 0.000369691476225853, | |
| "step": 2750 | |
| }, | |
| { | |
| "epoch": 0.36076443057722307, | |
| "grad_norm": 0.0021465872414410114, | |
| "learning_rate": 2.0101449275362318e-05, | |
| "loss": 0.00041070599108934404, | |
| "step": 2775 | |
| }, | |
| { | |
| "epoch": 0.3640145605824233, | |
| "grad_norm": 0.0017981152050197124, | |
| "learning_rate": 2.0282608695652174e-05, | |
| "loss": 0.00043407246470451356, | |
| "step": 2800 | |
| }, | |
| { | |
| "epoch": 0.3672646905876235, | |
| "grad_norm": 0.0034601977095007896, | |
| "learning_rate": 2.046376811594203e-05, | |
| "loss": 0.00042522311210632327, | |
| "step": 2825 | |
| }, | |
| { | |
| "epoch": 0.3705148205928237, | |
| "grad_norm": 0.0035561842378228903, | |
| "learning_rate": 2.0644927536231883e-05, | |
| "loss": 0.0003913164883852005, | |
| "step": 2850 | |
| }, | |
| { | |
| "epoch": 0.37376495059802395, | |
| "grad_norm": 0.005427898373454809, | |
| "learning_rate": 2.082608695652174e-05, | |
| "loss": 0.00041633348912000655, | |
| "step": 2875 | |
| }, | |
| { | |
| "epoch": 0.37701508060322414, | |
| "grad_norm": 0.001540972269140184, | |
| "learning_rate": 2.1007246376811596e-05, | |
| "loss": 0.000437643900513649, | |
| "step": 2900 | |
| }, | |
| { | |
| "epoch": 0.38026521060842433, | |
| "grad_norm": 0.008584934286773205, | |
| "learning_rate": 2.1188405797101452e-05, | |
| "loss": 0.0004209858551621437, | |
| "step": 2925 | |
| }, | |
| { | |
| "epoch": 0.3835153406136245, | |
| "grad_norm": 0.003871705150231719, | |
| "learning_rate": 2.1369565217391305e-05, | |
| "loss": 0.0004569174721837044, | |
| "step": 2950 | |
| }, | |
| { | |
| "epoch": 0.38676547061882477, | |
| "grad_norm": 0.003933009225875139, | |
| "learning_rate": 2.155072463768116e-05, | |
| "loss": 0.00039284847676754, | |
| "step": 2975 | |
| }, | |
| { | |
| "epoch": 0.39001560062402496, | |
| "grad_norm": 0.0023773452267050743, | |
| "learning_rate": 2.1731884057971017e-05, | |
| "loss": 0.0003957047685980797, | |
| "step": 3000 | |
| }, | |
| { | |
| "epoch": 0.39326573062922515, | |
| "grad_norm": 0.0013754197861999273, | |
| "learning_rate": 2.191304347826087e-05, | |
| "loss": 0.00040918096899986264, | |
| "step": 3025 | |
| }, | |
| { | |
| "epoch": 0.3965158606344254, | |
| "grad_norm": 0.0013438657624647021, | |
| "learning_rate": 2.2094202898550726e-05, | |
| "loss": 0.00042451847344636916, | |
| "step": 3050 | |
| }, | |
| { | |
| "epoch": 0.3997659906396256, | |
| "grad_norm": 0.0018076892010867596, | |
| "learning_rate": 2.2275362318840582e-05, | |
| "loss": 0.000429234579205513, | |
| "step": 3075 | |
| }, | |
| { | |
| "epoch": 0.4030161206448258, | |
| "grad_norm": 0.002512214705348015, | |
| "learning_rate": 2.2456521739130438e-05, | |
| "loss": 0.00044652506709098817, | |
| "step": 3100 | |
| }, | |
| { | |
| "epoch": 0.40626625065002603, | |
| "grad_norm": 0.002839904511347413, | |
| "learning_rate": 2.263768115942029e-05, | |
| "loss": 0.00040985174477100374, | |
| "step": 3125 | |
| }, | |
| { | |
| "epoch": 0.4095163806552262, | |
| "grad_norm": 0.0019431107211858034, | |
| "learning_rate": 2.2818840579710147e-05, | |
| "loss": 0.0003903954103589058, | |
| "step": 3150 | |
| }, | |
| { | |
| "epoch": 0.4127665106604264, | |
| "grad_norm": 0.0020985049195587635, | |
| "learning_rate": 2.3000000000000003e-05, | |
| "loss": 0.00038104344159364703, | |
| "step": 3175 | |
| }, | |
| { | |
| "epoch": 0.4160166406656266, | |
| "grad_norm": 0.0028055645525455475, | |
| "learning_rate": 2.3181159420289856e-05, | |
| "loss": 0.0003827373683452606, | |
| "step": 3200 | |
| }, | |
| { | |
| "epoch": 0.41926677067082685, | |
| "grad_norm": 0.0014860191149637103, | |
| "learning_rate": 2.3362318840579712e-05, | |
| "loss": 0.00043064661324024203, | |
| "step": 3225 | |
| }, | |
| { | |
| "epoch": 0.42251690067602704, | |
| "grad_norm": 0.0033869794569909573, | |
| "learning_rate": 2.354347826086957e-05, | |
| "loss": 0.00044150054454803465, | |
| "step": 3250 | |
| }, | |
| { | |
| "epoch": 0.42576703068122723, | |
| "grad_norm": 0.001350346370600164, | |
| "learning_rate": 2.372463768115942e-05, | |
| "loss": 0.00036799222230911256, | |
| "step": 3275 | |
| }, | |
| { | |
| "epoch": 0.4290171606864275, | |
| "grad_norm": 0.0018407037714496255, | |
| "learning_rate": 2.3905797101449278e-05, | |
| "loss": 0.00041019417345523836, | |
| "step": 3300 | |
| }, | |
| { | |
| "epoch": 0.43226729069162767, | |
| "grad_norm": 0.0030828621238470078, | |
| "learning_rate": 2.408695652173913e-05, | |
| "loss": 0.00040250256657600405, | |
| "step": 3325 | |
| }, | |
| { | |
| "epoch": 0.43551742069682786, | |
| "grad_norm": 0.005468167830258608, | |
| "learning_rate": 2.4268115942028987e-05, | |
| "loss": 0.0003616174682974815, | |
| "step": 3350 | |
| }, | |
| { | |
| "epoch": 0.4387675507020281, | |
| "grad_norm": 0.001769745722413063, | |
| "learning_rate": 2.444927536231884e-05, | |
| "loss": 0.0003935152292251587, | |
| "step": 3375 | |
| }, | |
| { | |
| "epoch": 0.4420176807072283, | |
| "grad_norm": 0.004243707749992609, | |
| "learning_rate": 2.4630434782608696e-05, | |
| "loss": 0.0003487700968980789, | |
| "step": 3400 | |
| }, | |
| { | |
| "epoch": 0.4452678107124285, | |
| "grad_norm": 0.001457527163438499, | |
| "learning_rate": 2.4811594202898552e-05, | |
| "loss": 0.00038313735276460645, | |
| "step": 3425 | |
| }, | |
| { | |
| "epoch": 0.4485179407176287, | |
| "grad_norm": 0.004237140994518995, | |
| "learning_rate": 2.4992753623188405e-05, | |
| "loss": 0.00040549322962760923, | |
| "step": 3450 | |
| }, | |
| { | |
| "epoch": 0.4485179407176287, | |
| "eval_loss": 0.0014288317179307342, | |
| "eval_runtime": 9.4821, | |
| "eval_samples_per_second": 527.308, | |
| "eval_steps_per_second": 4.218, | |
| "step": 3450 | |
| }, | |
| { | |
| "epoch": 0.4485179407176287, | |
| "eval_holdout_avg_strict_f1": 0.016948437606658096, | |
| "eval_holdout_enron_spam_bvk_strict_f1": 0.0, | |
| "eval_holdout_enron_spam_setfit_strict_f1": 0.0, | |
| "eval_holdout_gliner2_pii_ptbr_reward_split_strict_f1": 0.04347826086956522, | |
| "eval_holdout_nemotron_pii_strict_f1": 0.028890015205271163, | |
| "eval_holdout_open_pii_masking_500k_strict_f1": 0.07240773286467486, | |
| "eval_holdout_phishing_darkknight_strict_f1": 0.0, | |
| "eval_holdout_phishing_zefang_strict_f1": 0.0, | |
| "eval_holdout_pii_masking_400k_strict_f1": 0.04165680473372781, | |
| "eval_holdout_sms_spam_multilingual_strict_f1": 0.0, | |
| "eval_holdout_spam_messages_mshenoda_strict_f1": 0.0, | |
| "eval_holdout_spamassassin_strict_f1": 0.0, | |
| "step": 3450 | |
| }, | |
| { | |
| "epoch": 0.45176807072282893, | |
| "grad_norm": 0.0014306495431810617, | |
| "learning_rate": 2.5173913043478264e-05, | |
| "loss": 0.0003895667567849159, | |
| "step": 3475 | |
| }, | |
| { | |
| "epoch": 0.4550182007280291, | |
| "grad_norm": 0.0033567098435014486, | |
| "learning_rate": 2.5355072463768113e-05, | |
| "loss": 0.0003654065728187561, | |
| "step": 3500 | |
| }, | |
| { | |
| "epoch": 0.4582683307332293, | |
| "grad_norm": 0.0033907731994986534, | |
| "learning_rate": 2.553623188405797e-05, | |
| "loss": 0.0004192650318145752, | |
| "step": 3525 | |
| }, | |
| { | |
| "epoch": 0.46151846073842956, | |
| "grad_norm": 0.002767309546470642, | |
| "learning_rate": 2.5717391304347826e-05, | |
| "loss": 0.00045176178216934206, | |
| "step": 3550 | |
| }, | |
| { | |
| "epoch": 0.46476859074362975, | |
| "grad_norm": 0.0033274965826421976, | |
| "learning_rate": 2.5898550724637682e-05, | |
| "loss": 0.00036267347633838653, | |
| "step": 3575 | |
| }, | |
| { | |
| "epoch": 0.46801872074882994, | |
| "grad_norm": 0.0012526543578132987, | |
| "learning_rate": 2.6079710144927538e-05, | |
| "loss": 0.0003706477209925652, | |
| "step": 3600 | |
| }, | |
| { | |
| "epoch": 0.4712688507540302, | |
| "grad_norm": 0.0025104728993028402, | |
| "learning_rate": 2.6260869565217394e-05, | |
| "loss": 0.0003582199662923813, | |
| "step": 3625 | |
| }, | |
| { | |
| "epoch": 0.4745189807592304, | |
| "grad_norm": 0.001733158016577363, | |
| "learning_rate": 2.644202898550725e-05, | |
| "loss": 0.00037459593266248704, | |
| "step": 3650 | |
| }, | |
| { | |
| "epoch": 0.47776911076443057, | |
| "grad_norm": 0.014838664792478085, | |
| "learning_rate": 2.66231884057971e-05, | |
| "loss": 0.000381452776491642, | |
| "step": 3675 | |
| }, | |
| { | |
| "epoch": 0.48101924076963076, | |
| "grad_norm": 0.0015709763392806053, | |
| "learning_rate": 2.6804347826086956e-05, | |
| "loss": 0.000379287488758564, | |
| "step": 3700 | |
| }, | |
| { | |
| "epoch": 0.484269370774831, | |
| "grad_norm": 0.0009885560721158981, | |
| "learning_rate": 2.6985507246376812e-05, | |
| "loss": 0.0003702220320701599, | |
| "step": 3725 | |
| }, | |
| { | |
| "epoch": 0.4875195007800312, | |
| "grad_norm": 0.003496927907690406, | |
| "learning_rate": 2.716666666666667e-05, | |
| "loss": 0.00037388518452644346, | |
| "step": 3750 | |
| }, | |
| { | |
| "epoch": 0.4907696307852314, | |
| "grad_norm": 0.0013370664091780782, | |
| "learning_rate": 2.7347826086956525e-05, | |
| "loss": 0.00038881190121173856, | |
| "step": 3775 | |
| }, | |
| { | |
| "epoch": 0.49401976079043164, | |
| "grad_norm": 0.0019693628419190645, | |
| "learning_rate": 2.752898550724638e-05, | |
| "loss": 0.00037656128406524656, | |
| "step": 3800 | |
| }, | |
| { | |
| "epoch": 0.49726989079563183, | |
| "grad_norm": 0.001666913041844964, | |
| "learning_rate": 2.7710144927536237e-05, | |
| "loss": 0.0004192305356264114, | |
| "step": 3825 | |
| }, | |
| { | |
| "epoch": 0.500520020800832, | |
| "grad_norm": 0.004715986084192991, | |
| "learning_rate": 2.7891304347826087e-05, | |
| "loss": 0.0003989679366350174, | |
| "step": 3850 | |
| }, | |
| { | |
| "epoch": 0.5037701508060323, | |
| "grad_norm": 0.004425929393619299, | |
| "learning_rate": 2.8072463768115943e-05, | |
| "loss": 0.0003500617295503616, | |
| "step": 3875 | |
| }, | |
| { | |
| "epoch": 0.5070202808112324, | |
| "grad_norm": 0.002427851315587759, | |
| "learning_rate": 2.82536231884058e-05, | |
| "loss": 0.0003932202234864235, | |
| "step": 3900 | |
| }, | |
| { | |
| "epoch": 0.5102704108164327, | |
| "grad_norm": 0.0017338527832180262, | |
| "learning_rate": 2.8434782608695655e-05, | |
| "loss": 0.0003991245478391647, | |
| "step": 3925 | |
| }, | |
| { | |
| "epoch": 0.5135205408216329, | |
| "grad_norm": 0.0019661737605929375, | |
| "learning_rate": 2.8615942028985508e-05, | |
| "loss": 0.0004087170585989952, | |
| "step": 3950 | |
| }, | |
| { | |
| "epoch": 0.516770670826833, | |
| "grad_norm": 0.004153737332671881, | |
| "learning_rate": 2.8797101449275364e-05, | |
| "loss": 0.00037440124899148944, | |
| "step": 3975 | |
| }, | |
| { | |
| "epoch": 0.5200208008320333, | |
| "grad_norm": 0.0021952821407467127, | |
| "learning_rate": 2.897826086956522e-05, | |
| "loss": 0.00032810430973768235, | |
| "step": 4000 | |
| }, | |
| { | |
| "epoch": 0.5232709308372335, | |
| "grad_norm": 0.00245103077031672, | |
| "learning_rate": 2.9159420289855073e-05, | |
| "loss": 0.00035349562764167784, | |
| "step": 4025 | |
| }, | |
| { | |
| "epoch": 0.5265210608424337, | |
| "grad_norm": 0.0019252462079748511, | |
| "learning_rate": 2.934057971014493e-05, | |
| "loss": 0.0003406635299324989, | |
| "step": 4050 | |
| }, | |
| { | |
| "epoch": 0.5297711908476339, | |
| "grad_norm": 0.0033155896235257387, | |
| "learning_rate": 2.9521739130434782e-05, | |
| "loss": 0.0003747899085283279, | |
| "step": 4075 | |
| }, | |
| { | |
| "epoch": 0.5330213208528342, | |
| "grad_norm": 0.0012676240876317024, | |
| "learning_rate": 2.9702898550724638e-05, | |
| "loss": 0.00034757569432258606, | |
| "step": 4100 | |
| }, | |
| { | |
| "epoch": 0.5362714508580343, | |
| "grad_norm": 0.0037625425029546022, | |
| "learning_rate": 2.9884057971014494e-05, | |
| "loss": 0.0003790777549147606, | |
| "step": 4125 | |
| }, | |
| { | |
| "epoch": 0.5395215808632345, | |
| "grad_norm": 0.005746638402342796, | |
| "learning_rate": 3.006521739130435e-05, | |
| "loss": 0.000355856865644455, | |
| "step": 4150 | |
| }, | |
| { | |
| "epoch": 0.5427717108684348, | |
| "grad_norm": 0.002143938560038805, | |
| "learning_rate": 3.0246376811594207e-05, | |
| "loss": 0.0004532543942332268, | |
| "step": 4175 | |
| }, | |
| { | |
| "epoch": 0.5460218408736349, | |
| "grad_norm": 0.0009120068280026317, | |
| "learning_rate": 3.0427536231884056e-05, | |
| "loss": 0.0003795912489295006, | |
| "step": 4200 | |
| }, | |
| { | |
| "epoch": 0.5492719708788352, | |
| "grad_norm": 0.002007429488003254, | |
| "learning_rate": 3.0608695652173916e-05, | |
| "loss": 0.0003673683106899261, | |
| "step": 4225 | |
| }, | |
| { | |
| "epoch": 0.5525221008840354, | |
| "grad_norm": 0.002023761859163642, | |
| "learning_rate": 3.078985507246377e-05, | |
| "loss": 0.00035739000886678694, | |
| "step": 4250 | |
| }, | |
| { | |
| "epoch": 0.5557722308892356, | |
| "grad_norm": 0.0014700735919177532, | |
| "learning_rate": 3.097101449275363e-05, | |
| "loss": 0.0003841959312558174, | |
| "step": 4275 | |
| }, | |
| { | |
| "epoch": 0.5590223608944358, | |
| "grad_norm": 0.01717543788254261, | |
| "learning_rate": 3.115217391304348e-05, | |
| "loss": 0.0003442119434475899, | |
| "step": 4300 | |
| }, | |
| { | |
| "epoch": 0.5622724908996359, | |
| "grad_norm": 0.0022744322195649147, | |
| "learning_rate": 3.1333333333333334e-05, | |
| "loss": 0.0004083585739135742, | |
| "step": 4325 | |
| }, | |
| { | |
| "epoch": 0.5655226209048362, | |
| "grad_norm": 0.0019075083546340466, | |
| "learning_rate": 3.151449275362319e-05, | |
| "loss": 0.00033581096678972247, | |
| "step": 4350 | |
| }, | |
| { | |
| "epoch": 0.5687727509100364, | |
| "grad_norm": 0.003801671089604497, | |
| "learning_rate": 3.1695652173913046e-05, | |
| "loss": 0.00036067895591259004, | |
| "step": 4375 | |
| }, | |
| { | |
| "epoch": 0.5720228809152366, | |
| "grad_norm": 0.0011975554516538978, | |
| "learning_rate": 3.18768115942029e-05, | |
| "loss": 0.0003966550901532173, | |
| "step": 4400 | |
| }, | |
| { | |
| "epoch": 0.5752730109204368, | |
| "grad_norm": 0.005756833590567112, | |
| "learning_rate": 3.205797101449275e-05, | |
| "loss": 0.0003798803687095642, | |
| "step": 4425 | |
| }, | |
| { | |
| "epoch": 0.5785231409256371, | |
| "grad_norm": 0.002057137433439493, | |
| "learning_rate": 3.223913043478261e-05, | |
| "loss": 0.00037363722920417784, | |
| "step": 4450 | |
| }, | |
| { | |
| "epoch": 0.5817732709308372, | |
| "grad_norm": 0.0018292538588866591, | |
| "learning_rate": 3.2420289855072464e-05, | |
| "loss": 0.0003827802836894989, | |
| "step": 4475 | |
| }, | |
| { | |
| "epoch": 0.5850234009360374, | |
| "grad_norm": 0.0031336594838649035, | |
| "learning_rate": 3.2601449275362324e-05, | |
| "loss": 0.00031954482197761537, | |
| "step": 4500 | |
| }, | |
| { | |
| "epoch": 0.5882735309412377, | |
| "grad_norm": 0.002637260127812624, | |
| "learning_rate": 3.278260869565217e-05, | |
| "loss": 0.0003741474822163582, | |
| "step": 4525 | |
| }, | |
| { | |
| "epoch": 0.5915236609464378, | |
| "grad_norm": 0.0017657590797170997, | |
| "learning_rate": 3.296376811594203e-05, | |
| "loss": 0.0003575438633561134, | |
| "step": 4550 | |
| }, | |
| { | |
| "epoch": 0.5947737909516381, | |
| "grad_norm": 0.00354047492146492, | |
| "learning_rate": 3.314492753623188e-05, | |
| "loss": 0.0003497960790991783, | |
| "step": 4575 | |
| }, | |
| { | |
| "epoch": 0.5980239209568383, | |
| "grad_norm": 0.0017961938865482807, | |
| "learning_rate": 3.332608695652174e-05, | |
| "loss": 0.00039899878203868865, | |
| "step": 4600 | |
| }, | |
| { | |
| "epoch": 0.6012740509620385, | |
| "grad_norm": 0.0013773336540907621, | |
| "learning_rate": 3.3507246376811594e-05, | |
| "loss": 0.0003468652069568634, | |
| "step": 4625 | |
| }, | |
| { | |
| "epoch": 0.6045241809672387, | |
| "grad_norm": 0.0015784098068252206, | |
| "learning_rate": 3.3688405797101454e-05, | |
| "loss": 0.00034876059740781786, | |
| "step": 4650 | |
| }, | |
| { | |
| "epoch": 0.607774310972439, | |
| "grad_norm": 0.003309419145807624, | |
| "learning_rate": 3.386956521739131e-05, | |
| "loss": 0.000346483550965786, | |
| "step": 4675 | |
| }, | |
| { | |
| "epoch": 0.6110244409776391, | |
| "grad_norm": 0.0019642598927021027, | |
| "learning_rate": 3.405072463768116e-05, | |
| "loss": 0.0003129390254616737, | |
| "step": 4700 | |
| }, | |
| { | |
| "epoch": 0.6142745709828393, | |
| "grad_norm": 0.0018581639742478728, | |
| "learning_rate": 3.423188405797101e-05, | |
| "loss": 0.00032798755913972857, | |
| "step": 4725 | |
| }, | |
| { | |
| "epoch": 0.6175247009880396, | |
| "grad_norm": 0.0029012670274823904, | |
| "learning_rate": 3.441304347826087e-05, | |
| "loss": 0.00033405110239982606, | |
| "step": 4750 | |
| }, | |
| { | |
| "epoch": 0.6207748309932397, | |
| "grad_norm": 0.002787525998428464, | |
| "learning_rate": 3.4594202898550725e-05, | |
| "loss": 0.0003223710134625435, | |
| "step": 4775 | |
| }, | |
| { | |
| "epoch": 0.62402496099844, | |
| "grad_norm": 0.0017276693833991885, | |
| "learning_rate": 3.4775362318840584e-05, | |
| "loss": 0.0003574707731604576, | |
| "step": 4800 | |
| }, | |
| { | |
| "epoch": 0.6272750910036401, | |
| "grad_norm": 0.0032260166481137276, | |
| "learning_rate": 3.495652173913044e-05, | |
| "loss": 0.00036472782492637636, | |
| "step": 4825 | |
| }, | |
| { | |
| "epoch": 0.6305252210088403, | |
| "grad_norm": 0.002348755020648241, | |
| "learning_rate": 3.51376811594203e-05, | |
| "loss": 0.0002934296987950802, | |
| "step": 4850 | |
| }, | |
| { | |
| "epoch": 0.6337753510140406, | |
| "grad_norm": 0.0017877062782645226, | |
| "learning_rate": 3.531884057971014e-05, | |
| "loss": 0.00033006574958562853, | |
| "step": 4875 | |
| }, | |
| { | |
| "epoch": 0.6370254810192407, | |
| "grad_norm": 0.0011508421739563346, | |
| "learning_rate": 3.55e-05, | |
| "loss": 0.00033879075199365615, | |
| "step": 4900 | |
| }, | |
| { | |
| "epoch": 0.640275611024441, | |
| "grad_norm": 0.0021689175628125668, | |
| "learning_rate": 3.5681159420289855e-05, | |
| "loss": 0.00034071825444698334, | |
| "step": 4925 | |
| }, | |
| { | |
| "epoch": 0.6435257410296412, | |
| "grad_norm": 0.001443523564375937, | |
| "learning_rate": 3.5862318840579715e-05, | |
| "loss": 0.0003129898384213448, | |
| "step": 4950 | |
| }, | |
| { | |
| "epoch": 0.6467758710348414, | |
| "grad_norm": 0.001089542405679822, | |
| "learning_rate": 3.604347826086957e-05, | |
| "loss": 0.00034003332257270813, | |
| "step": 4975 | |
| }, | |
| { | |
| "epoch": 0.6500260010400416, | |
| "grad_norm": 0.004490668885409832, | |
| "learning_rate": 3.622463768115942e-05, | |
| "loss": 0.00037308726459741595, | |
| "step": 5000 | |
| }, | |
| { | |
| "epoch": 0.6532761310452418, | |
| "grad_norm": 0.0019078904297202826, | |
| "learning_rate": 3.640579710144928e-05, | |
| "loss": 0.00040014833211898804, | |
| "step": 5025 | |
| }, | |
| { | |
| "epoch": 0.656526261050442, | |
| "grad_norm": 0.005327039398252964, | |
| "learning_rate": 3.658695652173913e-05, | |
| "loss": 0.00038816750049591064, | |
| "step": 5050 | |
| }, | |
| { | |
| "epoch": 0.6597763910556422, | |
| "grad_norm": 0.0015874936943873763, | |
| "learning_rate": 3.6768115942028985e-05, | |
| "loss": 0.0003395514935255051, | |
| "step": 5075 | |
| }, | |
| { | |
| "epoch": 0.6630265210608425, | |
| "grad_norm": 0.001610973384231329, | |
| "learning_rate": 3.694927536231884e-05, | |
| "loss": 0.0003646326065063477, | |
| "step": 5100 | |
| }, | |
| { | |
| "epoch": 0.6662766510660426, | |
| "grad_norm": 0.0019586284179240465, | |
| "learning_rate": 3.71304347826087e-05, | |
| "loss": 0.00032726649194955823, | |
| "step": 5125 | |
| }, | |
| { | |
| "epoch": 0.6695267810712429, | |
| "grad_norm": 0.0011525078443810344, | |
| "learning_rate": 3.731159420289855e-05, | |
| "loss": 0.0003709142655134201, | |
| "step": 5150 | |
| }, | |
| { | |
| "epoch": 0.6727769110764431, | |
| "grad_norm": 0.0020568196196109056, | |
| "learning_rate": 3.749275362318841e-05, | |
| "loss": 0.0004013935476541519, | |
| "step": 5175 | |
| }, | |
| { | |
| "epoch": 0.6760270410816432, | |
| "grad_norm": 0.0034161447547376156, | |
| "learning_rate": 3.767391304347826e-05, | |
| "loss": 0.00032214373350143434, | |
| "step": 5200 | |
| }, | |
| { | |
| "epoch": 0.6792771710868435, | |
| "grad_norm": 0.0010419136378914118, | |
| "learning_rate": 3.7855072463768116e-05, | |
| "loss": 0.000292956680059433, | |
| "step": 5225 | |
| }, | |
| { | |
| "epoch": 0.6825273010920437, | |
| "grad_norm": 0.0020100681576877832, | |
| "learning_rate": 3.803623188405797e-05, | |
| "loss": 0.00033670149743556975, | |
| "step": 5250 | |
| }, | |
| { | |
| "epoch": 0.6857774310972439, | |
| "grad_norm": 0.004615044221282005, | |
| "learning_rate": 3.821739130434783e-05, | |
| "loss": 0.00035760205239057543, | |
| "step": 5275 | |
| }, | |
| { | |
| "epoch": 0.6890275611024441, | |
| "grad_norm": 0.0007368104998022318, | |
| "learning_rate": 3.839855072463768e-05, | |
| "loss": 0.00034552190452814103, | |
| "step": 5300 | |
| }, | |
| { | |
| "epoch": 0.6922776911076443, | |
| "grad_norm": 0.001840224489569664, | |
| "learning_rate": 3.857971014492754e-05, | |
| "loss": 0.0003251539543271065, | |
| "step": 5325 | |
| }, | |
| { | |
| "epoch": 0.6955278211128445, | |
| "grad_norm": 0.0034191531594842672, | |
| "learning_rate": 3.876086956521739e-05, | |
| "loss": 0.0003743323311209679, | |
| "step": 5350 | |
| }, | |
| { | |
| "epoch": 0.6987779511180447, | |
| "grad_norm": 0.002969014458358288, | |
| "learning_rate": 3.894202898550725e-05, | |
| "loss": 0.0003549868240952492, | |
| "step": 5375 | |
| }, | |
| { | |
| "epoch": 0.7020280811232449, | |
| "grad_norm": 0.002682388760149479, | |
| "learning_rate": 3.91231884057971e-05, | |
| "loss": 0.0003697166219353676, | |
| "step": 5400 | |
| }, | |
| { | |
| "epoch": 0.7052782111284451, | |
| "grad_norm": 0.0019561341032385826, | |
| "learning_rate": 3.930434782608696e-05, | |
| "loss": 0.00029268305748701094, | |
| "step": 5425 | |
| }, | |
| { | |
| "epoch": 0.7085283411336454, | |
| "grad_norm": 0.0015227431431412697, | |
| "learning_rate": 3.948550724637681e-05, | |
| "loss": 0.00030088482424616813, | |
| "step": 5450 | |
| }, | |
| { | |
| "epoch": 0.7117784711388455, | |
| "grad_norm": 0.0008432468748651445, | |
| "learning_rate": 3.966666666666667e-05, | |
| "loss": 0.0003448799252510071, | |
| "step": 5475 | |
| }, | |
| { | |
| "epoch": 0.7150286011440458, | |
| "grad_norm": 0.0027734299656003714, | |
| "learning_rate": 3.9847826086956524e-05, | |
| "loss": 0.0003730638697743416, | |
| "step": 5500 | |
| }, | |
| { | |
| "epoch": 0.718278731149246, | |
| "grad_norm": 0.002775531494989991, | |
| "learning_rate": 4.002898550724638e-05, | |
| "loss": 0.0002861537970602512, | |
| "step": 5525 | |
| }, | |
| { | |
| "epoch": 0.7215288611544461, | |
| "grad_norm": 0.0013877362944185734, | |
| "learning_rate": 4.0210144927536236e-05, | |
| "loss": 0.0003062456473708153, | |
| "step": 5550 | |
| }, | |
| { | |
| "epoch": 0.7247789911596464, | |
| "grad_norm": 0.0016100159846246243, | |
| "learning_rate": 4.039130434782609e-05, | |
| "loss": 0.00034022834151983263, | |
| "step": 5575 | |
| }, | |
| { | |
| "epoch": 0.7280291211648466, | |
| "grad_norm": 0.0023292386904358864, | |
| "learning_rate": 4.057246376811594e-05, | |
| "loss": 0.00032042227685451506, | |
| "step": 5600 | |
| }, | |
| { | |
| "epoch": 0.7312792511700468, | |
| "grad_norm": 0.005723954644054174, | |
| "learning_rate": 4.07536231884058e-05, | |
| "loss": 0.00036787450313568114, | |
| "step": 5625 | |
| }, | |
| { | |
| "epoch": 0.734529381175247, | |
| "grad_norm": 0.007385662756860256, | |
| "learning_rate": 4.0934782608695654e-05, | |
| "loss": 0.00030214842408895495, | |
| "step": 5650 | |
| }, | |
| { | |
| "epoch": 0.7377795111804473, | |
| "grad_norm": 0.0016194393392652273, | |
| "learning_rate": 4.111594202898551e-05, | |
| "loss": 0.0003026936203241348, | |
| "step": 5675 | |
| }, | |
| { | |
| "epoch": 0.7410296411856474, | |
| "grad_norm": 0.0011678567389026284, | |
| "learning_rate": 4.1297101449275366e-05, | |
| "loss": 0.0003290276974439621, | |
| "step": 5700 | |
| }, | |
| { | |
| "epoch": 0.7442797711908476, | |
| "grad_norm": 0.0015876541147008538, | |
| "learning_rate": 4.147826086956522e-05, | |
| "loss": 0.0002660868316888809, | |
| "step": 5725 | |
| }, | |
| { | |
| "epoch": 0.7475299011960479, | |
| "grad_norm": 0.002573238452896476, | |
| "learning_rate": 4.165942028985507e-05, | |
| "loss": 0.0003120236098766327, | |
| "step": 5750 | |
| }, | |
| { | |
| "epoch": 0.750780031201248, | |
| "grad_norm": 0.001261972007341683, | |
| "learning_rate": 4.184057971014493e-05, | |
| "loss": 0.000330447293817997, | |
| "step": 5775 | |
| }, | |
| { | |
| "epoch": 0.7540301612064483, | |
| "grad_norm": 0.002024536021053791, | |
| "learning_rate": 4.2021739130434784e-05, | |
| "loss": 0.0003500768169760704, | |
| "step": 5800 | |
| }, | |
| { | |
| "epoch": 0.7572802912116484, | |
| "grad_norm": 0.0013312718365341425, | |
| "learning_rate": 4.220289855072464e-05, | |
| "loss": 0.00034043505787849425, | |
| "step": 5825 | |
| }, | |
| { | |
| "epoch": 0.7605304212168487, | |
| "grad_norm": 0.0014061352703720331, | |
| "learning_rate": 4.23840579710145e-05, | |
| "loss": 0.0003583569824695587, | |
| "step": 5850 | |
| }, | |
| { | |
| "epoch": 0.7637805512220489, | |
| "grad_norm": 0.0017677943687886, | |
| "learning_rate": 4.256521739130435e-05, | |
| "loss": 0.0003040175698697567, | |
| "step": 5875 | |
| }, | |
| { | |
| "epoch": 0.767030681227249, | |
| "grad_norm": 0.002769756829366088, | |
| "learning_rate": 4.274637681159421e-05, | |
| "loss": 0.00031752903014421464, | |
| "step": 5900 | |
| }, | |
| { | |
| "epoch": 0.7702808112324493, | |
| "grad_norm": 0.0013718277914449573, | |
| "learning_rate": 4.2927536231884055e-05, | |
| "loss": 0.0003393003344535828, | |
| "step": 5925 | |
| }, | |
| { | |
| "epoch": 0.7735309412376495, | |
| "grad_norm": 0.0019314177334308624, | |
| "learning_rate": 4.3108695652173915e-05, | |
| "loss": 0.00027401041239500046, | |
| "step": 5950 | |
| }, | |
| { | |
| "epoch": 0.7767810712428497, | |
| "grad_norm": 0.007918702438473701, | |
| "learning_rate": 4.328985507246377e-05, | |
| "loss": 0.0002910470962524414, | |
| "step": 5975 | |
| }, | |
| { | |
| "epoch": 0.7800312012480499, | |
| "grad_norm": 0.0017927872249856591, | |
| "learning_rate": 4.347101449275363e-05, | |
| "loss": 0.0003286924958229065, | |
| "step": 6000 | |
| }, | |
| { | |
| "epoch": 0.7832813312532502, | |
| "grad_norm": 0.001361369388177991, | |
| "learning_rate": 4.365217391304348e-05, | |
| "loss": 0.00030220640823245046, | |
| "step": 6025 | |
| }, | |
| { | |
| "epoch": 0.7865314612584503, | |
| "grad_norm": 0.0010171420872211456, | |
| "learning_rate": 4.383333333333334e-05, | |
| "loss": 0.0002842904068529606, | |
| "step": 6050 | |
| }, | |
| { | |
| "epoch": 0.7897815912636506, | |
| "grad_norm": 0.0032635347452014685, | |
| "learning_rate": 4.401449275362319e-05, | |
| "loss": 0.00035091206431388857, | |
| "step": 6075 | |
| }, | |
| { | |
| "epoch": 0.7930317212688508, | |
| "grad_norm": 0.0009199533378705382, | |
| "learning_rate": 4.4195652173913045e-05, | |
| "loss": 0.0002981584332883358, | |
| "step": 6100 | |
| }, | |
| { | |
| "epoch": 0.7962818512740509, | |
| "grad_norm": 0.0011878847144544125, | |
| "learning_rate": 4.43768115942029e-05, | |
| "loss": 0.0002847062610089779, | |
| "step": 6125 | |
| }, | |
| { | |
| "epoch": 0.7995319812792512, | |
| "grad_norm": 0.0005240865866653621, | |
| "learning_rate": 4.455797101449276e-05, | |
| "loss": 0.0002426844649016857, | |
| "step": 6150 | |
| }, | |
| { | |
| "epoch": 0.8027821112844514, | |
| "grad_norm": 0.004690847359597683, | |
| "learning_rate": 4.473913043478261e-05, | |
| "loss": 0.0003175145760178566, | |
| "step": 6175 | |
| }, | |
| { | |
| "epoch": 0.8060322412896516, | |
| "grad_norm": 0.002477250760421157, | |
| "learning_rate": 4.492028985507247e-05, | |
| "loss": 0.0002982656471431255, | |
| "step": 6200 | |
| }, | |
| { | |
| "epoch": 0.8092823712948518, | |
| "grad_norm": 0.0012452919036149979, | |
| "learning_rate": 4.510144927536232e-05, | |
| "loss": 0.00032246861606836317, | |
| "step": 6225 | |
| }, | |
| { | |
| "epoch": 0.8125325013000521, | |
| "grad_norm": 0.0023345041554421186, | |
| "learning_rate": 4.5282608695652175e-05, | |
| "loss": 0.0002904561534523964, | |
| "step": 6250 | |
| }, | |
| { | |
| "epoch": 0.8157826313052522, | |
| "grad_norm": 0.0006569608813151717, | |
| "learning_rate": 4.546376811594203e-05, | |
| "loss": 0.000323328822851181, | |
| "step": 6275 | |
| }, | |
| { | |
| "epoch": 0.8190327613104524, | |
| "grad_norm": 0.022973662242293358, | |
| "learning_rate": 4.564492753623189e-05, | |
| "loss": 0.00027932059019804, | |
| "step": 6300 | |
| }, | |
| { | |
| "epoch": 0.8222828913156526, | |
| "grad_norm": 0.0065062702633440495, | |
| "learning_rate": 4.582608695652174e-05, | |
| "loss": 0.00029802778735756876, | |
| "step": 6325 | |
| }, | |
| { | |
| "epoch": 0.8255330213208528, | |
| "grad_norm": 0.005543549545109272, | |
| "learning_rate": 4.60072463768116e-05, | |
| "loss": 0.00036395326256752017, | |
| "step": 6350 | |
| }, | |
| { | |
| "epoch": 0.8287831513260531, | |
| "grad_norm": 0.0020637274719774723, | |
| "learning_rate": 4.618840579710145e-05, | |
| "loss": 0.00036908872425556183, | |
| "step": 6375 | |
| }, | |
| { | |
| "epoch": 0.8320332813312532, | |
| "grad_norm": 0.003742776345461607, | |
| "learning_rate": 4.6369565217391306e-05, | |
| "loss": 0.0003229105472564697, | |
| "step": 6400 | |
| }, | |
| { | |
| "epoch": 0.8352834113364535, | |
| "grad_norm": 0.001703648827970028, | |
| "learning_rate": 4.655072463768116e-05, | |
| "loss": 0.00033204488456249235, | |
| "step": 6425 | |
| }, | |
| { | |
| "epoch": 0.8385335413416537, | |
| "grad_norm": 0.0012357374653220177, | |
| "learning_rate": 4.673188405797102e-05, | |
| "loss": 0.00032585758715867995, | |
| "step": 6450 | |
| }, | |
| { | |
| "epoch": 0.8417836713468538, | |
| "grad_norm": 0.006874839309602976, | |
| "learning_rate": 4.691304347826087e-05, | |
| "loss": 0.00027060166001319886, | |
| "step": 6475 | |
| }, | |
| { | |
| "epoch": 0.8450338013520541, | |
| "grad_norm": 0.0022275864612311125, | |
| "learning_rate": 4.7094202898550724e-05, | |
| "loss": 0.0003158362582325935, | |
| "step": 6500 | |
| }, | |
| { | |
| "epoch": 0.8482839313572543, | |
| "grad_norm": 0.0011992513900622725, | |
| "learning_rate": 4.727536231884058e-05, | |
| "loss": 0.0003127120807766914, | |
| "step": 6525 | |
| }, | |
| { | |
| "epoch": 0.8515340613624545, | |
| "grad_norm": 0.0010171785252168775, | |
| "learning_rate": 4.7456521739130436e-05, | |
| "loss": 0.0002979818731546402, | |
| "step": 6550 | |
| }, | |
| { | |
| "epoch": 0.8547841913676547, | |
| "grad_norm": 0.0028656974900513887, | |
| "learning_rate": 4.7637681159420296e-05, | |
| "loss": 0.00031414445489645, | |
| "step": 6575 | |
| }, | |
| { | |
| "epoch": 0.858034321372855, | |
| "grad_norm": 0.0008505930309183896, | |
| "learning_rate": 4.781884057971014e-05, | |
| "loss": 0.000277229230850935, | |
| "step": 6600 | |
| }, | |
| { | |
| "epoch": 0.8612844513780551, | |
| "grad_norm": 0.0007299727294594049, | |
| "learning_rate": 4.8e-05, | |
| "loss": 0.0002848735637962818, | |
| "step": 6625 | |
| }, | |
| { | |
| "epoch": 0.8645345813832553, | |
| "grad_norm": 0.001255713519640267, | |
| "learning_rate": 4.8181159420289854e-05, | |
| "loss": 0.00028432700783014296, | |
| "step": 6650 | |
| }, | |
| { | |
| "epoch": 0.8677847113884556, | |
| "grad_norm": 0.0008443425176665187, | |
| "learning_rate": 4.8362318840579714e-05, | |
| "loss": 0.000307377353310585, | |
| "step": 6675 | |
| }, | |
| { | |
| "epoch": 0.8710348413936557, | |
| "grad_norm": 0.0024411012418568134, | |
| "learning_rate": 4.8543478260869566e-05, | |
| "loss": 0.00029829660430550573, | |
| "step": 6700 | |
| }, | |
| { | |
| "epoch": 0.874284971398856, | |
| "grad_norm": 0.001056804321706295, | |
| "learning_rate": 4.8724637681159426e-05, | |
| "loss": 0.0003243882581591606, | |
| "step": 6725 | |
| }, | |
| { | |
| "epoch": 0.8775351014040562, | |
| "grad_norm": 0.0011033945484086871, | |
| "learning_rate": 4.890579710144928e-05, | |
| "loss": 0.0002712445519864559, | |
| "step": 6750 | |
| }, | |
| { | |
| "epoch": 0.8807852314092564, | |
| "grad_norm": 0.001996325794607401, | |
| "learning_rate": 4.908695652173913e-05, | |
| "loss": 0.0003028985857963562, | |
| "step": 6775 | |
| }, | |
| { | |
| "epoch": 0.8840353614144566, | |
| "grad_norm": 0.001191786490380764, | |
| "learning_rate": 4.9268115942028984e-05, | |
| "loss": 0.00029174651950597763, | |
| "step": 6800 | |
| }, | |
| { | |
| "epoch": 0.8872854914196567, | |
| "grad_norm": 0.0018096808344125748, | |
| "learning_rate": 4.9449275362318844e-05, | |
| "loss": 0.0002984482236206532, | |
| "step": 6825 | |
| }, | |
| { | |
| "epoch": 0.890535621424857, | |
| "grad_norm": 0.0015695627080276608, | |
| "learning_rate": 4.96304347826087e-05, | |
| "loss": 0.00027819450944662096, | |
| "step": 6850 | |
| }, | |
| { | |
| "epoch": 0.8937857514300572, | |
| "grad_norm": 0.0014000756200402975, | |
| "learning_rate": 4.9811594202898556e-05, | |
| "loss": 0.00033636294305324556, | |
| "step": 6875 | |
| }, | |
| { | |
| "epoch": 0.8970358814352574, | |
| "grad_norm": 0.0017718684393912554, | |
| "learning_rate": 4.999275362318841e-05, | |
| "loss": 0.0003006098046898842, | |
| "step": 6900 | |
| }, | |
| { | |
| "epoch": 0.8970358814352574, | |
| "eval_loss": 0.001117659150622785, | |
| "eval_runtime": 9.2541, | |
| "eval_samples_per_second": 540.302, | |
| "eval_steps_per_second": 4.322, | |
| "step": 6900 | |
| }, | |
| { | |
| "epoch": 0.8970358814352574, | |
| "eval_holdout_avg_strict_f1": 0.047399586588974675, | |
| "eval_holdout_enron_spam_bvk_strict_f1": 0.0, | |
| "eval_holdout_enron_spam_setfit_strict_f1": 0.0, | |
| "eval_holdout_gliner2_pii_ptbr_reward_split_strict_f1": 0.1927814998919386, | |
| "eval_holdout_nemotron_pii_strict_f1": 0.062429558484833635, | |
| "eval_holdout_open_pii_masking_500k_strict_f1": 0.16210173281162663, | |
| "eval_holdout_phishing_darkknight_strict_f1": 0.0, | |
| "eval_holdout_phishing_zefang_strict_f1": 0.0, | |
| "eval_holdout_pii_masking_400k_strict_f1": 0.10408266129032258, | |
| "eval_holdout_sms_spam_multilingual_strict_f1": 0.0, | |
| "eval_holdout_spam_messages_mshenoda_strict_f1": 0.0, | |
| "eval_holdout_spamassassin_strict_f1": 0.0, | |
| "step": 6900 | |
| } | |
| ], | |
| "logging_steps": 25, | |
| "max_steps": 69000, | |
| "num_input_tokens_seen": 0, | |
| "num_train_epochs": 9, | |
| "save_steps": 3450, | |
| "stateful_callbacks": { | |
| "TrainerControl": { | |
| "args": { | |
| "should_epoch_stop": false, | |
| "should_evaluate": false, | |
| "should_log": false, | |
| "should_save": true, | |
| "should_training_stop": false | |
| }, | |
| "attributes": {} | |
| } | |
| }, | |
| "total_flos": 0.0, | |
| "train_batch_size": 128, | |
| "trial_name": null, | |
| "trial_params": null | |
| } | |