Instructions to use dzungpham/graphcodebert-code-classification with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use dzungpham/graphcodebert-code-classification with Transformers:
# Load model directly from transformers import AutoModel model = AutoModel.from_pretrained("dzungpham/graphcodebert-code-classification", dtype="auto") - Notebooks
- Google Colab
- Kaggle
graphcodebert-code-classification / codebert-base-cross-entropy /checkpoint-4000 /trainer_state.json
| { | |
| "best_global_step": 4000, | |
| "best_metric": 0.7899137546751205, | |
| "best_model_checkpoint": "./output_checkpoints/codebert-base-cross-entropy/checkpoint-4000", | |
| "epoch": 0.5119672340970178, | |
| "eval_steps": 2000, | |
| "global_step": 4000, | |
| "is_hyper_param_search": false, | |
| "is_local_process_zero": true, | |
| "is_world_process_zero": true, | |
| "log_history": [ | |
| { | |
| "epoch": 0.0012799180852425445, | |
| "grad_norm": 3.6954128742218018, | |
| "learning_rate": 3.840409643695328e-08, | |
| "loss": 0.7763, | |
| "step": 10 | |
| }, | |
| { | |
| "epoch": 0.002559836170485089, | |
| "grad_norm": 3.3660645484924316, | |
| "learning_rate": 8.10753147002347e-08, | |
| "loss": 0.7763, | |
| "step": 20 | |
| }, | |
| { | |
| "epoch": 0.0038397542557276334, | |
| "grad_norm": 4.491067886352539, | |
| "learning_rate": 1.2374653296351612e-07, | |
| "loss": 0.7889, | |
| "step": 30 | |
| }, | |
| { | |
| "epoch": 0.005119672340970178, | |
| "grad_norm": 1.5920521020889282, | |
| "learning_rate": 1.6641775122679754e-07, | |
| "loss": 0.7888, | |
| "step": 40 | |
| }, | |
| { | |
| "epoch": 0.006399590426212722, | |
| "grad_norm": 4.410898208618164, | |
| "learning_rate": 2.0908896949007894e-07, | |
| "loss": 0.7692, | |
| "step": 50 | |
| }, | |
| { | |
| "epoch": 0.007679508511455267, | |
| "grad_norm": 2.5669264793395996, | |
| "learning_rate": 2.517601877533604e-07, | |
| "loss": 0.7735, | |
| "step": 60 | |
| }, | |
| { | |
| "epoch": 0.008959426596697812, | |
| "grad_norm": 6.190986156463623, | |
| "learning_rate": 2.944314060166418e-07, | |
| "loss": 0.7679, | |
| "step": 70 | |
| }, | |
| { | |
| "epoch": 0.010239344681940356, | |
| "grad_norm": 5.736413478851318, | |
| "learning_rate": 3.371026242799232e-07, | |
| "loss": 0.744, | |
| "step": 80 | |
| }, | |
| { | |
| "epoch": 0.011519262767182901, | |
| "grad_norm": 4.278866767883301, | |
| "learning_rate": 3.7977384254320464e-07, | |
| "loss": 0.7542, | |
| "step": 90 | |
| }, | |
| { | |
| "epoch": 0.012799180852425445, | |
| "grad_norm": 5.565455436706543, | |
| "learning_rate": 4.22445060806486e-07, | |
| "loss": 0.752, | |
| "step": 100 | |
| }, | |
| { | |
| "epoch": 0.01407909893766799, | |
| "grad_norm": 4.031781196594238, | |
| "learning_rate": 4.651162790697675e-07, | |
| "loss": 0.7614, | |
| "step": 110 | |
| }, | |
| { | |
| "epoch": 0.015359017022910534, | |
| "grad_norm": 2.484126329421997, | |
| "learning_rate": 5.077874973330489e-07, | |
| "loss": 0.7664, | |
| "step": 120 | |
| }, | |
| { | |
| "epoch": 0.016638935108153077, | |
| "grad_norm": 2.7525155544281006, | |
| "learning_rate": 5.504587155963304e-07, | |
| "loss": 0.7521, | |
| "step": 130 | |
| }, | |
| { | |
| "epoch": 0.017918853193395624, | |
| "grad_norm": 1.6374385356903076, | |
| "learning_rate": 5.931299338596117e-07, | |
| "loss": 0.7436, | |
| "step": 140 | |
| }, | |
| { | |
| "epoch": 0.019198771278638168, | |
| "grad_norm": 2.370774269104004, | |
| "learning_rate": 6.358011521228932e-07, | |
| "loss": 0.7429, | |
| "step": 150 | |
| }, | |
| { | |
| "epoch": 0.02047868936388071, | |
| "grad_norm": 2.8948566913604736, | |
| "learning_rate": 6.784723703861745e-07, | |
| "loss": 0.7333, | |
| "step": 160 | |
| }, | |
| { | |
| "epoch": 0.021758607449123255, | |
| "grad_norm": 2.7481186389923096, | |
| "learning_rate": 7.21143588649456e-07, | |
| "loss": 0.7294, | |
| "step": 170 | |
| }, | |
| { | |
| "epoch": 0.023038525534365802, | |
| "grad_norm": 2.0159404277801514, | |
| "learning_rate": 7.638148069127374e-07, | |
| "loss": 0.731, | |
| "step": 180 | |
| }, | |
| { | |
| "epoch": 0.024318443619608346, | |
| "grad_norm": 3.6898131370544434, | |
| "learning_rate": 8.064860251760189e-07, | |
| "loss": 0.7153, | |
| "step": 190 | |
| }, | |
| { | |
| "epoch": 0.02559836170485089, | |
| "grad_norm": 3.2842342853546143, | |
| "learning_rate": 8.491572434393003e-07, | |
| "loss": 0.7245, | |
| "step": 200 | |
| }, | |
| { | |
| "epoch": 0.02559836170485089, | |
| "eval_accuracy": 0.47695, | |
| "eval_loss": 0.7148504853248596, | |
| "eval_macro_f1": 0.3229290091066048, | |
| "eval_precision": 0.238475, | |
| "eval_recall": 0.5, | |
| "eval_runtime": 1641.324, | |
| "eval_samples_per_second": 60.926, | |
| "eval_steps_per_second": 0.476, | |
| "step": 200 | |
| }, | |
| { | |
| "epoch": 0.026878279790093433, | |
| "grad_norm": 2.294558048248291, | |
| "learning_rate": 8.918284617025817e-07, | |
| "loss": 0.718, | |
| "step": 210 | |
| }, | |
| { | |
| "epoch": 0.02815819787533598, | |
| "grad_norm": 2.9467175006866455, | |
| "learning_rate": 9.344996799658632e-07, | |
| "loss": 0.7076, | |
| "step": 220 | |
| }, | |
| { | |
| "epoch": 0.029438115960578524, | |
| "grad_norm": 2.6889193058013916, | |
| "learning_rate": 9.771708982291445e-07, | |
| "loss": 0.7019, | |
| "step": 230 | |
| }, | |
| { | |
| "epoch": 0.030718034045821067, | |
| "grad_norm": 0.7491384744644165, | |
| "learning_rate": 1.0198421164924258e-06, | |
| "loss": 0.7046, | |
| "step": 240 | |
| }, | |
| { | |
| "epoch": 0.031997952131063614, | |
| "grad_norm": 2.0363433361053467, | |
| "learning_rate": 1.0625133347557074e-06, | |
| "loss": 0.7085, | |
| "step": 250 | |
| }, | |
| { | |
| "epoch": 0.033277870216306155, | |
| "grad_norm": 1.1431337594985962, | |
| "learning_rate": 1.1051845530189888e-06, | |
| "loss": 0.7008, | |
| "step": 260 | |
| }, | |
| { | |
| "epoch": 0.0345577883015487, | |
| "grad_norm": 3.7735233306884766, | |
| "learning_rate": 1.1478557712822702e-06, | |
| "loss": 0.7015, | |
| "step": 270 | |
| }, | |
| { | |
| "epoch": 0.03583770638679125, | |
| "grad_norm": 0.7889328002929688, | |
| "learning_rate": 1.1905269895455517e-06, | |
| "loss": 0.699, | |
| "step": 280 | |
| }, | |
| { | |
| "epoch": 0.03711762447203379, | |
| "grad_norm": 0.8796226382255554, | |
| "learning_rate": 1.233198207808833e-06, | |
| "loss": 0.6922, | |
| "step": 290 | |
| }, | |
| { | |
| "epoch": 0.038397542557276336, | |
| "grad_norm": 0.7966652512550354, | |
| "learning_rate": 1.2758694260721145e-06, | |
| "loss": 0.6949, | |
| "step": 300 | |
| }, | |
| { | |
| "epoch": 0.039677460642518876, | |
| "grad_norm": 0.7029069066047668, | |
| "learning_rate": 1.318540644335396e-06, | |
| "loss": 0.695, | |
| "step": 310 | |
| }, | |
| { | |
| "epoch": 0.04095737872776142, | |
| "grad_norm": 2.04327392578125, | |
| "learning_rate": 1.3612118625986772e-06, | |
| "loss": 0.6944, | |
| "step": 320 | |
| }, | |
| { | |
| "epoch": 0.04223729681300397, | |
| "grad_norm": 0.918025553226471, | |
| "learning_rate": 1.4038830808619588e-06, | |
| "loss": 0.6863, | |
| "step": 330 | |
| }, | |
| { | |
| "epoch": 0.04351721489824651, | |
| "grad_norm": 0.9528706073760986, | |
| "learning_rate": 1.4465542991252401e-06, | |
| "loss": 0.6907, | |
| "step": 340 | |
| }, | |
| { | |
| "epoch": 0.04479713298348906, | |
| "grad_norm": 1.071359634399414, | |
| "learning_rate": 1.4892255173885215e-06, | |
| "loss": 0.6873, | |
| "step": 350 | |
| }, | |
| { | |
| "epoch": 0.046077051068731605, | |
| "grad_norm": 1.9875625371932983, | |
| "learning_rate": 1.531896735651803e-06, | |
| "loss": 0.6942, | |
| "step": 360 | |
| }, | |
| { | |
| "epoch": 0.047356969153974145, | |
| "grad_norm": 2.0222439765930176, | |
| "learning_rate": 1.5745679539150842e-06, | |
| "loss": 0.6898, | |
| "step": 370 | |
| }, | |
| { | |
| "epoch": 0.04863688723921669, | |
| "grad_norm": 1.7827857732772827, | |
| "learning_rate": 1.6172391721783658e-06, | |
| "loss": 0.6909, | |
| "step": 380 | |
| }, | |
| { | |
| "epoch": 0.04991680532445923, | |
| "grad_norm": 1.065674901008606, | |
| "learning_rate": 1.6599103904416472e-06, | |
| "loss": 0.6877, | |
| "step": 390 | |
| }, | |
| { | |
| "epoch": 0.05119672340970178, | |
| "grad_norm": 0.8346193432807922, | |
| "learning_rate": 1.7025816087049288e-06, | |
| "loss": 0.6889, | |
| "step": 400 | |
| }, | |
| { | |
| "epoch": 0.05119672340970178, | |
| "eval_accuracy": 0.54043, | |
| "eval_loss": 0.6827595233917236, | |
| "eval_macro_f1": 0.41833840347598905, | |
| "eval_precision": 0.5839205994464474, | |
| "eval_recall": 0.5204152767503025, | |
| "eval_runtime": 1634.6244, | |
| "eval_samples_per_second": 61.176, | |
| "eval_steps_per_second": 0.478, | |
| "step": 400 | |
| }, | |
| { | |
| "epoch": 0.052476641494944326, | |
| "grad_norm": 0.8074935674667358, | |
| "learning_rate": 1.7452528269682101e-06, | |
| "loss": 0.684, | |
| "step": 410 | |
| }, | |
| { | |
| "epoch": 0.053756559580186866, | |
| "grad_norm": 0.8965069651603699, | |
| "learning_rate": 1.7879240452314913e-06, | |
| "loss": 0.6922, | |
| "step": 420 | |
| }, | |
| { | |
| "epoch": 0.05503647766542941, | |
| "grad_norm": 2.597215414047241, | |
| "learning_rate": 1.8305952634947729e-06, | |
| "loss": 0.6909, | |
| "step": 430 | |
| }, | |
| { | |
| "epoch": 0.05631639575067196, | |
| "grad_norm": 0.8233373165130615, | |
| "learning_rate": 1.8732664817580542e-06, | |
| "loss": 0.6831, | |
| "step": 440 | |
| }, | |
| { | |
| "epoch": 0.0575963138359145, | |
| "grad_norm": 1.0624489784240723, | |
| "learning_rate": 1.915937700021336e-06, | |
| "loss": 0.6817, | |
| "step": 450 | |
| }, | |
| { | |
| "epoch": 0.05887623192115705, | |
| "grad_norm": 2.0623559951782227, | |
| "learning_rate": 1.958608918284617e-06, | |
| "loss": 0.6819, | |
| "step": 460 | |
| }, | |
| { | |
| "epoch": 0.06015615000639959, | |
| "grad_norm": 0.912433922290802, | |
| "learning_rate": 2.0012801365478988e-06, | |
| "loss": 0.686, | |
| "step": 470 | |
| }, | |
| { | |
| "epoch": 0.061436068091642135, | |
| "grad_norm": 0.6926271319389343, | |
| "learning_rate": 2.04395135481118e-06, | |
| "loss": 0.6834, | |
| "step": 480 | |
| }, | |
| { | |
| "epoch": 0.06271598617688467, | |
| "grad_norm": 1.498634934425354, | |
| "learning_rate": 2.0866225730744615e-06, | |
| "loss": 0.6805, | |
| "step": 490 | |
| }, | |
| { | |
| "epoch": 0.06399590426212723, | |
| "grad_norm": 1.1818156242370605, | |
| "learning_rate": 2.129293791337743e-06, | |
| "loss": 0.6805, | |
| "step": 500 | |
| }, | |
| { | |
| "epoch": 0.06527582234736977, | |
| "grad_norm": 1.4476051330566406, | |
| "learning_rate": 2.1719650096010242e-06, | |
| "loss": 0.6773, | |
| "step": 510 | |
| }, | |
| { | |
| "epoch": 0.06655574043261231, | |
| "grad_norm": 1.1143743991851807, | |
| "learning_rate": 2.214636227864306e-06, | |
| "loss": 0.6801, | |
| "step": 520 | |
| }, | |
| { | |
| "epoch": 0.06783565851785486, | |
| "grad_norm": 1.7030247449874878, | |
| "learning_rate": 2.257307446127587e-06, | |
| "loss": 0.6794, | |
| "step": 530 | |
| }, | |
| { | |
| "epoch": 0.0691155766030974, | |
| "grad_norm": 0.8592290282249451, | |
| "learning_rate": 2.2999786643908685e-06, | |
| "loss": 0.6736, | |
| "step": 540 | |
| }, | |
| { | |
| "epoch": 0.07039549468833994, | |
| "grad_norm": 0.8231940865516663, | |
| "learning_rate": 2.34264988265415e-06, | |
| "loss": 0.67, | |
| "step": 550 | |
| }, | |
| { | |
| "epoch": 0.0716754127735825, | |
| "grad_norm": 0.88897705078125, | |
| "learning_rate": 2.3853211009174317e-06, | |
| "loss": 0.685, | |
| "step": 560 | |
| }, | |
| { | |
| "epoch": 0.07295533085882504, | |
| "grad_norm": 1.6297541856765747, | |
| "learning_rate": 2.427992319180713e-06, | |
| "loss": 0.6797, | |
| "step": 570 | |
| }, | |
| { | |
| "epoch": 0.07423524894406758, | |
| "grad_norm": 2.9297447204589844, | |
| "learning_rate": 2.470663537443994e-06, | |
| "loss": 0.6766, | |
| "step": 580 | |
| }, | |
| { | |
| "epoch": 0.07551516702931012, | |
| "grad_norm": 0.9277703762054443, | |
| "learning_rate": 2.5133347557072756e-06, | |
| "loss": 0.6824, | |
| "step": 590 | |
| }, | |
| { | |
| "epoch": 0.07679508511455267, | |
| "grad_norm": 0.5883333683013916, | |
| "learning_rate": 2.556005973970557e-06, | |
| "loss": 0.6818, | |
| "step": 600 | |
| }, | |
| { | |
| "epoch": 0.07679508511455267, | |
| "eval_accuracy": 0.63909, | |
| "eval_loss": 0.6700075268745422, | |
| "eval_macro_f1": 0.621848143053056, | |
| "eval_precision": 0.6524313071088819, | |
| "eval_recall": 0.6305863955136095, | |
| "eval_runtime": 1633.9732, | |
| "eval_samples_per_second": 61.201, | |
| "eval_steps_per_second": 0.479, | |
| "step": 600 | |
| }, | |
| { | |
| "epoch": 0.07807500319979521, | |
| "grad_norm": 0.7149448394775391, | |
| "learning_rate": 2.5986771922338383e-06, | |
| "loss": 0.6746, | |
| "step": 610 | |
| }, | |
| { | |
| "epoch": 0.07935492128503775, | |
| "grad_norm": 2.0167856216430664, | |
| "learning_rate": 2.64134841049712e-06, | |
| "loss": 0.682, | |
| "step": 620 | |
| }, | |
| { | |
| "epoch": 0.0806348393702803, | |
| "grad_norm": 1.303001880645752, | |
| "learning_rate": 2.6840196287604015e-06, | |
| "loss": 0.6735, | |
| "step": 630 | |
| }, | |
| { | |
| "epoch": 0.08191475745552285, | |
| "grad_norm": 2.0516321659088135, | |
| "learning_rate": 2.7266908470236826e-06, | |
| "loss": 0.6705, | |
| "step": 640 | |
| }, | |
| { | |
| "epoch": 0.08319467554076539, | |
| "grad_norm": 2.242105484008789, | |
| "learning_rate": 2.7693620652869642e-06, | |
| "loss": 0.6798, | |
| "step": 650 | |
| }, | |
| { | |
| "epoch": 0.08447459362600794, | |
| "grad_norm": 1.1836538314819336, | |
| "learning_rate": 2.812033283550246e-06, | |
| "loss": 0.6684, | |
| "step": 660 | |
| }, | |
| { | |
| "epoch": 0.08575451171125048, | |
| "grad_norm": 0.8640874624252319, | |
| "learning_rate": 2.8547045018135274e-06, | |
| "loss": 0.6783, | |
| "step": 670 | |
| }, | |
| { | |
| "epoch": 0.08703442979649302, | |
| "grad_norm": 0.6901177763938904, | |
| "learning_rate": 2.897375720076808e-06, | |
| "loss": 0.6724, | |
| "step": 680 | |
| }, | |
| { | |
| "epoch": 0.08831434788173557, | |
| "grad_norm": 1.3443949222564697, | |
| "learning_rate": 2.9400469383400897e-06, | |
| "loss": 0.67, | |
| "step": 690 | |
| }, | |
| { | |
| "epoch": 0.08959426596697811, | |
| "grad_norm": 0.7775189280509949, | |
| "learning_rate": 2.9827181566033713e-06, | |
| "loss": 0.6733, | |
| "step": 700 | |
| }, | |
| { | |
| "epoch": 0.09087418405222066, | |
| "grad_norm": 1.16916823387146, | |
| "learning_rate": 3.025389374866653e-06, | |
| "loss": 0.6713, | |
| "step": 710 | |
| }, | |
| { | |
| "epoch": 0.09215410213746321, | |
| "grad_norm": 1.707152009010315, | |
| "learning_rate": 3.068060593129934e-06, | |
| "loss": 0.6659, | |
| "step": 720 | |
| }, | |
| { | |
| "epoch": 0.09343402022270575, | |
| "grad_norm": 0.9780622124671936, | |
| "learning_rate": 3.1107318113932156e-06, | |
| "loss": 0.6639, | |
| "step": 730 | |
| }, | |
| { | |
| "epoch": 0.09471393830794829, | |
| "grad_norm": 2.3687374591827393, | |
| "learning_rate": 3.153403029656497e-06, | |
| "loss": 0.6666, | |
| "step": 740 | |
| }, | |
| { | |
| "epoch": 0.09599385639319083, | |
| "grad_norm": 0.8506460189819336, | |
| "learning_rate": 3.1960742479197783e-06, | |
| "loss": 0.6778, | |
| "step": 750 | |
| }, | |
| { | |
| "epoch": 0.09727377447843338, | |
| "grad_norm": 1.0102107524871826, | |
| "learning_rate": 3.23874546618306e-06, | |
| "loss": 0.6635, | |
| "step": 760 | |
| }, | |
| { | |
| "epoch": 0.09855369256367592, | |
| "grad_norm": 1.1480194330215454, | |
| "learning_rate": 3.2814166844463415e-06, | |
| "loss": 0.6709, | |
| "step": 770 | |
| }, | |
| { | |
| "epoch": 0.09983361064891846, | |
| "grad_norm": 1.3119179010391235, | |
| "learning_rate": 3.324087902709623e-06, | |
| "loss": 0.6564, | |
| "step": 780 | |
| }, | |
| { | |
| "epoch": 0.10111352873416102, | |
| "grad_norm": 0.681377649307251, | |
| "learning_rate": 3.3667591209729038e-06, | |
| "loss": 0.6656, | |
| "step": 790 | |
| }, | |
| { | |
| "epoch": 0.10239344681940356, | |
| "grad_norm": 1.022257685661316, | |
| "learning_rate": 3.4094303392361854e-06, | |
| "loss": 0.6709, | |
| "step": 800 | |
| }, | |
| { | |
| "epoch": 0.10239344681940356, | |
| "eval_accuracy": 0.66247, | |
| "eval_loss": 0.6552017331123352, | |
| "eval_macro_f1": 0.6514270557181998, | |
| "eval_precision": 0.6718270655389242, | |
| "eval_recall": 0.6556580720913894, | |
| "eval_runtime": 1633.5478, | |
| "eval_samples_per_second": 61.216, | |
| "eval_steps_per_second": 0.479, | |
| "step": 800 | |
| }, | |
| { | |
| "epoch": 0.1036733649046461, | |
| "grad_norm": 1.0268975496292114, | |
| "learning_rate": 3.452101557499467e-06, | |
| "loss": 0.6602, | |
| "step": 810 | |
| }, | |
| { | |
| "epoch": 0.10495328298988865, | |
| "grad_norm": 2.6206603050231934, | |
| "learning_rate": 3.494772775762748e-06, | |
| "loss": 0.6705, | |
| "step": 820 | |
| }, | |
| { | |
| "epoch": 0.10623320107513119, | |
| "grad_norm": 1.035157561302185, | |
| "learning_rate": 3.5374439940260297e-06, | |
| "loss": 0.6643, | |
| "step": 830 | |
| }, | |
| { | |
| "epoch": 0.10751311916037373, | |
| "grad_norm": 1.736412763595581, | |
| "learning_rate": 3.5801152122893113e-06, | |
| "loss": 0.6612, | |
| "step": 840 | |
| }, | |
| { | |
| "epoch": 0.10879303724561629, | |
| "grad_norm": 0.6906964778900146, | |
| "learning_rate": 3.622786430552593e-06, | |
| "loss": 0.6576, | |
| "step": 850 | |
| }, | |
| { | |
| "epoch": 0.11007295533085883, | |
| "grad_norm": 0.8148729801177979, | |
| "learning_rate": 3.665457648815874e-06, | |
| "loss": 0.6561, | |
| "step": 860 | |
| }, | |
| { | |
| "epoch": 0.11135287341610137, | |
| "grad_norm": 1.0217723846435547, | |
| "learning_rate": 3.7081288670791556e-06, | |
| "loss": 0.6581, | |
| "step": 870 | |
| }, | |
| { | |
| "epoch": 0.11263279150134392, | |
| "grad_norm": 1.2743115425109863, | |
| "learning_rate": 3.750800085342437e-06, | |
| "loss": 0.6606, | |
| "step": 880 | |
| }, | |
| { | |
| "epoch": 0.11391270958658646, | |
| "grad_norm": 0.6405361294746399, | |
| "learning_rate": 3.793471303605718e-06, | |
| "loss": 0.652, | |
| "step": 890 | |
| }, | |
| { | |
| "epoch": 0.115192627671829, | |
| "grad_norm": 0.8357161283493042, | |
| "learning_rate": 3.836142521869e-06, | |
| "loss": 0.6558, | |
| "step": 900 | |
| }, | |
| { | |
| "epoch": 0.11647254575707154, | |
| "grad_norm": 1.3505173921585083, | |
| "learning_rate": 3.8788137401322815e-06, | |
| "loss": 0.6576, | |
| "step": 910 | |
| }, | |
| { | |
| "epoch": 0.1177524638423141, | |
| "grad_norm": 1.2253319025039673, | |
| "learning_rate": 3.921484958395563e-06, | |
| "loss": 0.6548, | |
| "step": 920 | |
| }, | |
| { | |
| "epoch": 0.11903238192755664, | |
| "grad_norm": 0.6269568800926208, | |
| "learning_rate": 3.964156176658844e-06, | |
| "loss": 0.6562, | |
| "step": 930 | |
| }, | |
| { | |
| "epoch": 0.12031230001279918, | |
| "grad_norm": 0.9413424134254456, | |
| "learning_rate": 4.006827394922125e-06, | |
| "loss": 0.6461, | |
| "step": 940 | |
| }, | |
| { | |
| "epoch": 0.12159221809804173, | |
| "grad_norm": 1.0903513431549072, | |
| "learning_rate": 4.049498613185407e-06, | |
| "loss": 0.6457, | |
| "step": 950 | |
| }, | |
| { | |
| "epoch": 0.12287213618328427, | |
| "grad_norm": 2.0023152828216553, | |
| "learning_rate": 4.092169831448688e-06, | |
| "loss": 0.6458, | |
| "step": 960 | |
| }, | |
| { | |
| "epoch": 0.12415205426852681, | |
| "grad_norm": 0.9638109803199768, | |
| "learning_rate": 4.134841049711969e-06, | |
| "loss": 0.6486, | |
| "step": 970 | |
| }, | |
| { | |
| "epoch": 0.12543197235376935, | |
| "grad_norm": 0.9894546270370483, | |
| "learning_rate": 4.177512267975251e-06, | |
| "loss": 0.6453, | |
| "step": 980 | |
| }, | |
| { | |
| "epoch": 0.1267118904390119, | |
| "grad_norm": 1.2289057970046997, | |
| "learning_rate": 4.220183486238532e-06, | |
| "loss": 0.6605, | |
| "step": 990 | |
| }, | |
| { | |
| "epoch": 0.12799180852425446, | |
| "grad_norm": 1.119125247001648, | |
| "learning_rate": 4.262854704501814e-06, | |
| "loss": 0.6564, | |
| "step": 1000 | |
| }, | |
| { | |
| "epoch": 0.12799180852425446, | |
| "eval_accuracy": 0.69068, | |
| "eval_loss": 0.6396247148513794, | |
| "eval_macro_f1": 0.689588440856387, | |
| "eval_precision": 0.6900076024604327, | |
| "eval_recall": 0.6894114140312133, | |
| "eval_runtime": 1634.4321, | |
| "eval_samples_per_second": 61.183, | |
| "eval_steps_per_second": 0.478, | |
| "step": 1000 | |
| }, | |
| { | |
| "epoch": 0.12927172660949698, | |
| "grad_norm": 2.02966046333313, | |
| "learning_rate": 4.3055259227650956e-06, | |
| "loss": 0.646, | |
| "step": 1010 | |
| }, | |
| { | |
| "epoch": 0.13055164469473954, | |
| "grad_norm": 0.7430800199508667, | |
| "learning_rate": 4.348197141028377e-06, | |
| "loss": 0.6453, | |
| "step": 1020 | |
| }, | |
| { | |
| "epoch": 0.1318315627799821, | |
| "grad_norm": 1.031962275505066, | |
| "learning_rate": 4.390868359291658e-06, | |
| "loss": 0.6425, | |
| "step": 1030 | |
| }, | |
| { | |
| "epoch": 0.13311148086522462, | |
| "grad_norm": 1.0249106884002686, | |
| "learning_rate": 4.4335395775549394e-06, | |
| "loss": 0.6426, | |
| "step": 1040 | |
| }, | |
| { | |
| "epoch": 0.13439139895046717, | |
| "grad_norm": 0.7375448942184448, | |
| "learning_rate": 4.476210795818221e-06, | |
| "loss": 0.6401, | |
| "step": 1050 | |
| }, | |
| { | |
| "epoch": 0.13567131703570973, | |
| "grad_norm": 1.295983076095581, | |
| "learning_rate": 4.518882014081503e-06, | |
| "loss": 0.6449, | |
| "step": 1060 | |
| }, | |
| { | |
| "epoch": 0.13695123512095225, | |
| "grad_norm": 1.6978998184204102, | |
| "learning_rate": 4.561553232344783e-06, | |
| "loss": 0.6484, | |
| "step": 1070 | |
| }, | |
| { | |
| "epoch": 0.1382311532061948, | |
| "grad_norm": 0.7747512459754944, | |
| "learning_rate": 4.604224450608065e-06, | |
| "loss": 0.6526, | |
| "step": 1080 | |
| }, | |
| { | |
| "epoch": 0.13951107129143736, | |
| "grad_norm": 0.7895913124084473, | |
| "learning_rate": 4.6468956688713465e-06, | |
| "loss": 0.6311, | |
| "step": 1090 | |
| }, | |
| { | |
| "epoch": 0.1407909893766799, | |
| "grad_norm": 0.6975072026252747, | |
| "learning_rate": 4.689566887134628e-06, | |
| "loss": 0.6454, | |
| "step": 1100 | |
| }, | |
| { | |
| "epoch": 0.14207090746192244, | |
| "grad_norm": 0.8316811919212341, | |
| "learning_rate": 4.73223810539791e-06, | |
| "loss": 0.6447, | |
| "step": 1110 | |
| }, | |
| { | |
| "epoch": 0.143350825547165, | |
| "grad_norm": 0.6887441277503967, | |
| "learning_rate": 4.774909323661191e-06, | |
| "loss": 0.6325, | |
| "step": 1120 | |
| }, | |
| { | |
| "epoch": 0.14463074363240752, | |
| "grad_norm": 1.0218420028686523, | |
| "learning_rate": 4.817580541924473e-06, | |
| "loss": 0.6308, | |
| "step": 1130 | |
| }, | |
| { | |
| "epoch": 0.14591066171765008, | |
| "grad_norm": 0.7663633823394775, | |
| "learning_rate": 4.8602517601877535e-06, | |
| "loss": 0.6227, | |
| "step": 1140 | |
| }, | |
| { | |
| "epoch": 0.1471905798028926, | |
| "grad_norm": 1.5115224123001099, | |
| "learning_rate": 4.902922978451035e-06, | |
| "loss": 0.6315, | |
| "step": 1150 | |
| }, | |
| { | |
| "epoch": 0.14847049788813516, | |
| "grad_norm": 0.8011078238487244, | |
| "learning_rate": 4.945594196714317e-06, | |
| "loss": 0.6428, | |
| "step": 1160 | |
| }, | |
| { | |
| "epoch": 0.1497504159733777, | |
| "grad_norm": 1.3246116638183594, | |
| "learning_rate": 4.9882654149775974e-06, | |
| "loss": 0.6397, | |
| "step": 1170 | |
| }, | |
| { | |
| "epoch": 0.15103033405862024, | |
| "grad_norm": 0.979498565196991, | |
| "learning_rate": 5.030936633240879e-06, | |
| "loss": 0.6308, | |
| "step": 1180 | |
| }, | |
| { | |
| "epoch": 0.1523102521438628, | |
| "grad_norm": 0.8756135106086731, | |
| "learning_rate": 5.073607851504161e-06, | |
| "loss": 0.6373, | |
| "step": 1190 | |
| }, | |
| { | |
| "epoch": 0.15359017022910534, | |
| "grad_norm": 0.845967710018158, | |
| "learning_rate": 5.116279069767442e-06, | |
| "loss": 0.6322, | |
| "step": 1200 | |
| }, | |
| { | |
| "epoch": 0.15359017022910534, | |
| "eval_accuracy": 0.69931, | |
| "eval_loss": 0.6224722862243652, | |
| "eval_macro_f1": 0.6985627236986651, | |
| "eval_precision": 0.6986454338713279, | |
| "eval_recall": 0.6984991383538209, | |
| "eval_runtime": 692.1526, | |
| "eval_samples_per_second": 144.477, | |
| "eval_steps_per_second": 2.258, | |
| "step": 1200 | |
| }, | |
| { | |
| "epoch": 0.15487008831434787, | |
| "grad_norm": 2.0670483112335205, | |
| "learning_rate": 1.032010243277849e-05, | |
| "loss": 0.6386, | |
| "step": 1210 | |
| }, | |
| { | |
| "epoch": 0.15615000639959042, | |
| "grad_norm": 2.482168436050415, | |
| "learning_rate": 1.0405463081519421e-05, | |
| "loss": 0.6281, | |
| "step": 1220 | |
| }, | |
| { | |
| "epoch": 0.15742992448483298, | |
| "grad_norm": 1.4530706405639648, | |
| "learning_rate": 1.049082373026035e-05, | |
| "loss": 0.6277, | |
| "step": 1230 | |
| }, | |
| { | |
| "epoch": 0.1587098425700755, | |
| "grad_norm": 2.9233577251434326, | |
| "learning_rate": 1.0576184379001282e-05, | |
| "loss": 0.6363, | |
| "step": 1240 | |
| }, | |
| { | |
| "epoch": 0.15998976065531806, | |
| "grad_norm": 0.6975642442703247, | |
| "learning_rate": 1.0661545027742212e-05, | |
| "loss": 0.6344, | |
| "step": 1250 | |
| }, | |
| { | |
| "epoch": 0.1612696787405606, | |
| "grad_norm": 2.3634731769561768, | |
| "learning_rate": 1.0746905676483142e-05, | |
| "loss": 0.6217, | |
| "step": 1260 | |
| }, | |
| { | |
| "epoch": 0.16254959682580314, | |
| "grad_norm": 0.8812585473060608, | |
| "learning_rate": 1.0832266325224072e-05, | |
| "loss": 0.6311, | |
| "step": 1270 | |
| }, | |
| { | |
| "epoch": 0.1638295149110457, | |
| "grad_norm": 1.8986798524856567, | |
| "learning_rate": 1.0917626973965003e-05, | |
| "loss": 0.6304, | |
| "step": 1280 | |
| }, | |
| { | |
| "epoch": 0.16510943299628825, | |
| "grad_norm": 0.8174984455108643, | |
| "learning_rate": 1.1002987622705935e-05, | |
| "loss": 0.6176, | |
| "step": 1290 | |
| }, | |
| { | |
| "epoch": 0.16638935108153077, | |
| "grad_norm": 1.0268642902374268, | |
| "learning_rate": 1.1088348271446865e-05, | |
| "loss": 0.6233, | |
| "step": 1300 | |
| }, | |
| { | |
| "epoch": 0.16766926916677333, | |
| "grad_norm": 1.047821044921875, | |
| "learning_rate": 1.1173708920187793e-05, | |
| "loss": 0.6127, | |
| "step": 1310 | |
| }, | |
| { | |
| "epoch": 0.16894918725201588, | |
| "grad_norm": 0.9875057935714722, | |
| "learning_rate": 1.1259069568928724e-05, | |
| "loss": 0.6211, | |
| "step": 1320 | |
| }, | |
| { | |
| "epoch": 0.1702291053372584, | |
| "grad_norm": 1.0082708597183228, | |
| "learning_rate": 1.1344430217669656e-05, | |
| "loss": 0.6202, | |
| "step": 1330 | |
| }, | |
| { | |
| "epoch": 0.17150902342250096, | |
| "grad_norm": 0.7229795455932617, | |
| "learning_rate": 1.1429790866410586e-05, | |
| "loss": 0.6071, | |
| "step": 1340 | |
| }, | |
| { | |
| "epoch": 0.17278894150774352, | |
| "grad_norm": 0.7687681317329407, | |
| "learning_rate": 1.1515151515151517e-05, | |
| "loss": 0.6218, | |
| "step": 1350 | |
| }, | |
| { | |
| "epoch": 0.17406885959298604, | |
| "grad_norm": 1.1643378734588623, | |
| "learning_rate": 1.1600512163892445e-05, | |
| "loss": 0.6208, | |
| "step": 1360 | |
| }, | |
| { | |
| "epoch": 0.1753487776782286, | |
| "grad_norm": 0.7338509559631348, | |
| "learning_rate": 1.1685872812633377e-05, | |
| "loss": 0.6105, | |
| "step": 1370 | |
| }, | |
| { | |
| "epoch": 0.17662869576347115, | |
| "grad_norm": 0.7444656491279602, | |
| "learning_rate": 1.1771233461374307e-05, | |
| "loss": 0.6183, | |
| "step": 1380 | |
| }, | |
| { | |
| "epoch": 0.17790861384871368, | |
| "grad_norm": 1.1902283430099487, | |
| "learning_rate": 1.1856594110115238e-05, | |
| "loss": 0.6209, | |
| "step": 1390 | |
| }, | |
| { | |
| "epoch": 0.17918853193395623, | |
| "grad_norm": 1.0872228145599365, | |
| "learning_rate": 1.194195475885617e-05, | |
| "loss": 0.6172, | |
| "step": 1400 | |
| }, | |
| { | |
| "epoch": 0.18046845001919878, | |
| "grad_norm": 1.8439041376113892, | |
| "learning_rate": 1.2027315407597098e-05, | |
| "loss": 0.6086, | |
| "step": 1410 | |
| }, | |
| { | |
| "epoch": 0.1817483681044413, | |
| "grad_norm": 0.8699899911880493, | |
| "learning_rate": 1.211267605633803e-05, | |
| "loss": 0.6247, | |
| "step": 1420 | |
| }, | |
| { | |
| "epoch": 0.18302828618968386, | |
| "grad_norm": 1.1468650102615356, | |
| "learning_rate": 1.2198036705078959e-05, | |
| "loss": 0.6114, | |
| "step": 1430 | |
| }, | |
| { | |
| "epoch": 0.18430820427492642, | |
| "grad_norm": 1.0204615592956543, | |
| "learning_rate": 1.228339735381989e-05, | |
| "loss": 0.6015, | |
| "step": 1440 | |
| }, | |
| { | |
| "epoch": 0.18558812236016894, | |
| "grad_norm": 2.660583257675171, | |
| "learning_rate": 1.236875800256082e-05, | |
| "loss": 0.6002, | |
| "step": 1450 | |
| }, | |
| { | |
| "epoch": 0.1868680404454115, | |
| "grad_norm": 1.1916371583938599, | |
| "learning_rate": 1.2454118651301752e-05, | |
| "loss": 0.6076, | |
| "step": 1460 | |
| }, | |
| { | |
| "epoch": 0.18814795853065402, | |
| "grad_norm": 0.8097987174987793, | |
| "learning_rate": 1.253947930004268e-05, | |
| "loss": 0.6126, | |
| "step": 1470 | |
| }, | |
| { | |
| "epoch": 0.18942787661589658, | |
| "grad_norm": 1.978747010231018, | |
| "learning_rate": 1.2624839948783612e-05, | |
| "loss": 0.5962, | |
| "step": 1480 | |
| }, | |
| { | |
| "epoch": 0.19070779470113913, | |
| "grad_norm": 1.0975425243377686, | |
| "learning_rate": 1.2710200597524543e-05, | |
| "loss": 0.587, | |
| "step": 1490 | |
| }, | |
| { | |
| "epoch": 0.19198771278638166, | |
| "grad_norm": 2.150351047515869, | |
| "learning_rate": 1.2795561246265473e-05, | |
| "loss": 0.5962, | |
| "step": 1500 | |
| }, | |
| { | |
| "epoch": 0.19198771278638166, | |
| "eval_accuracy": 0.72526, | |
| "eval_loss": 0.5823243856430054, | |
| "eval_macro_f1": 0.7252418839884757, | |
| "eval_precision": 0.7275813809678697, | |
| "eval_recall": 0.7271797416587706, | |
| "eval_runtime": 708.4119, | |
| "eval_samples_per_second": 141.161, | |
| "eval_steps_per_second": 1.104, | |
| "step": 1500 | |
| }, | |
| { | |
| "epoch": 0.1932676308716242, | |
| "grad_norm": 1.8355706930160522, | |
| "learning_rate": 1.2880921895006405e-05, | |
| "loss": 0.6133, | |
| "step": 1510 | |
| }, | |
| { | |
| "epoch": 0.19454754895686677, | |
| "grad_norm": 1.4349753856658936, | |
| "learning_rate": 1.2966282543747333e-05, | |
| "loss": 0.6062, | |
| "step": 1520 | |
| }, | |
| { | |
| "epoch": 0.1958274670421093, | |
| "grad_norm": 1.8322596549987793, | |
| "learning_rate": 1.3051643192488264e-05, | |
| "loss": 0.5982, | |
| "step": 1530 | |
| }, | |
| { | |
| "epoch": 0.19710738512735185, | |
| "grad_norm": 1.509338617324829, | |
| "learning_rate": 1.3137003841229194e-05, | |
| "loss": 0.5961, | |
| "step": 1540 | |
| }, | |
| { | |
| "epoch": 0.1983873032125944, | |
| "grad_norm": 0.9844911098480225, | |
| "learning_rate": 1.3222364489970126e-05, | |
| "loss": 0.583, | |
| "step": 1550 | |
| }, | |
| { | |
| "epoch": 0.19966722129783693, | |
| "grad_norm": 1.035900354385376, | |
| "learning_rate": 1.3307725138711055e-05, | |
| "loss": 0.598, | |
| "step": 1560 | |
| }, | |
| { | |
| "epoch": 0.20094713938307948, | |
| "grad_norm": 0.7891924977302551, | |
| "learning_rate": 1.3393085787451985e-05, | |
| "loss": 0.6064, | |
| "step": 1570 | |
| }, | |
| { | |
| "epoch": 0.20222705746832204, | |
| "grad_norm": 1.4326112270355225, | |
| "learning_rate": 1.3478446436192915e-05, | |
| "loss": 0.5954, | |
| "step": 1580 | |
| }, | |
| { | |
| "epoch": 0.20350697555356456, | |
| "grad_norm": 0.9054266214370728, | |
| "learning_rate": 1.3563807084933847e-05, | |
| "loss": 0.59, | |
| "step": 1590 | |
| }, | |
| { | |
| "epoch": 0.20478689363880712, | |
| "grad_norm": 1.0216469764709473, | |
| "learning_rate": 1.3649167733674778e-05, | |
| "loss": 0.5845, | |
| "step": 1600 | |
| }, | |
| { | |
| "epoch": 0.20606681172404967, | |
| "grad_norm": 1.0591177940368652, | |
| "learning_rate": 1.3734528382415708e-05, | |
| "loss": 0.599, | |
| "step": 1610 | |
| }, | |
| { | |
| "epoch": 0.2073467298092922, | |
| "grad_norm": 0.7826931476593018, | |
| "learning_rate": 1.3819889031156638e-05, | |
| "loss": 0.5898, | |
| "step": 1620 | |
| }, | |
| { | |
| "epoch": 0.20862664789453475, | |
| "grad_norm": 0.755007803440094, | |
| "learning_rate": 1.3905249679897568e-05, | |
| "loss": 0.5769, | |
| "step": 1630 | |
| }, | |
| { | |
| "epoch": 0.2099065659797773, | |
| "grad_norm": 1.3526090383529663, | |
| "learning_rate": 1.3990610328638499e-05, | |
| "loss": 0.5819, | |
| "step": 1640 | |
| }, | |
| { | |
| "epoch": 0.21118648406501983, | |
| "grad_norm": 0.7078200578689575, | |
| "learning_rate": 1.4075970977379429e-05, | |
| "loss": 0.5884, | |
| "step": 1650 | |
| }, | |
| { | |
| "epoch": 0.21246640215026238, | |
| "grad_norm": 0.80736243724823, | |
| "learning_rate": 1.416133162612036e-05, | |
| "loss": 0.5991, | |
| "step": 1660 | |
| }, | |
| { | |
| "epoch": 0.21374632023550494, | |
| "grad_norm": 0.6882274150848389, | |
| "learning_rate": 1.4246692274861289e-05, | |
| "loss": 0.5825, | |
| "step": 1670 | |
| }, | |
| { | |
| "epoch": 0.21502623832074746, | |
| "grad_norm": 0.7223654985427856, | |
| "learning_rate": 1.433205292360222e-05, | |
| "loss": 0.5689, | |
| "step": 1680 | |
| }, | |
| { | |
| "epoch": 0.21630615640599002, | |
| "grad_norm": 0.6446322798728943, | |
| "learning_rate": 1.4417413572343152e-05, | |
| "loss": 0.5773, | |
| "step": 1690 | |
| }, | |
| { | |
| "epoch": 0.21758607449123257, | |
| "grad_norm": 1.505007266998291, | |
| "learning_rate": 1.4502774221084081e-05, | |
| "loss": 0.5677, | |
| "step": 1700 | |
| }, | |
| { | |
| "epoch": 0.2188659925764751, | |
| "grad_norm": 1.1939284801483154, | |
| "learning_rate": 1.4588134869825013e-05, | |
| "loss": 0.5805, | |
| "step": 1710 | |
| }, | |
| { | |
| "epoch": 0.22014591066171765, | |
| "grad_norm": 2.848264217376709, | |
| "learning_rate": 1.4673495518565943e-05, | |
| "loss": 0.5712, | |
| "step": 1720 | |
| }, | |
| { | |
| "epoch": 0.2214258287469602, | |
| "grad_norm": 1.2117749452590942, | |
| "learning_rate": 1.4758856167306873e-05, | |
| "loss": 0.582, | |
| "step": 1730 | |
| }, | |
| { | |
| "epoch": 0.22270574683220273, | |
| "grad_norm": 2.2297441959381104, | |
| "learning_rate": 1.4844216816047802e-05, | |
| "loss": 0.5751, | |
| "step": 1740 | |
| }, | |
| { | |
| "epoch": 0.2239856649174453, | |
| "grad_norm": 1.211978554725647, | |
| "learning_rate": 1.4929577464788734e-05, | |
| "loss": 0.5607, | |
| "step": 1750 | |
| }, | |
| { | |
| "epoch": 0.22526558300268784, | |
| "grad_norm": 0.8025451898574829, | |
| "learning_rate": 1.5014938113529664e-05, | |
| "loss": 0.5803, | |
| "step": 1760 | |
| }, | |
| { | |
| "epoch": 0.22654550108793037, | |
| "grad_norm": 1.2300900220870972, | |
| "learning_rate": 1.5100298762270595e-05, | |
| "loss": 0.5827, | |
| "step": 1770 | |
| }, | |
| { | |
| "epoch": 0.22782541917317292, | |
| "grad_norm": 1.0382864475250244, | |
| "learning_rate": 1.5185659411011523e-05, | |
| "loss": 0.5916, | |
| "step": 1780 | |
| }, | |
| { | |
| "epoch": 0.22910533725841545, | |
| "grad_norm": 1.4876656532287598, | |
| "learning_rate": 1.5271020059752453e-05, | |
| "loss": 0.5536, | |
| "step": 1790 | |
| }, | |
| { | |
| "epoch": 0.230385255343658, | |
| "grad_norm": 1.1409252882003784, | |
| "learning_rate": 1.5356380708493386e-05, | |
| "loss": 0.5484, | |
| "step": 1800 | |
| }, | |
| { | |
| "epoch": 0.23166517342890056, | |
| "grad_norm": 0.7180280089378357, | |
| "learning_rate": 1.5441741357234316e-05, | |
| "loss": 0.5712, | |
| "step": 1810 | |
| }, | |
| { | |
| "epoch": 0.23294509151414308, | |
| "grad_norm": 1.5890289545059204, | |
| "learning_rate": 1.5527102005975246e-05, | |
| "loss": 0.5758, | |
| "step": 1820 | |
| }, | |
| { | |
| "epoch": 0.23422500959938564, | |
| "grad_norm": 0.6635769605636597, | |
| "learning_rate": 1.5612462654716176e-05, | |
| "loss": 0.5543, | |
| "step": 1830 | |
| }, | |
| { | |
| "epoch": 0.2355049276846282, | |
| "grad_norm": 0.8864602446556091, | |
| "learning_rate": 1.5697823303457106e-05, | |
| "loss": 0.5536, | |
| "step": 1840 | |
| }, | |
| { | |
| "epoch": 0.23678484576987072, | |
| "grad_norm": 0.8372675776481628, | |
| "learning_rate": 1.578318395219804e-05, | |
| "loss": 0.5743, | |
| "step": 1850 | |
| }, | |
| { | |
| "epoch": 0.23806476385511327, | |
| "grad_norm": 0.7532811164855957, | |
| "learning_rate": 1.586854460093897e-05, | |
| "loss": 0.5593, | |
| "step": 1860 | |
| }, | |
| { | |
| "epoch": 0.23934468194035582, | |
| "grad_norm": 0.7231799960136414, | |
| "learning_rate": 1.59539052496799e-05, | |
| "loss": 0.5831, | |
| "step": 1870 | |
| }, | |
| { | |
| "epoch": 0.24062460002559835, | |
| "grad_norm": 1.124228596687317, | |
| "learning_rate": 1.603926589842083e-05, | |
| "loss": 0.5936, | |
| "step": 1880 | |
| }, | |
| { | |
| "epoch": 0.2419045181108409, | |
| "grad_norm": 1.0107067823410034, | |
| "learning_rate": 1.612462654716176e-05, | |
| "loss": 0.5598, | |
| "step": 1890 | |
| }, | |
| { | |
| "epoch": 0.24318443619608346, | |
| "grad_norm": 1.6117154359817505, | |
| "learning_rate": 1.620998719590269e-05, | |
| "loss": 0.5605, | |
| "step": 1900 | |
| }, | |
| { | |
| "epoch": 0.24446435428132599, | |
| "grad_norm": 1.5564496517181396, | |
| "learning_rate": 1.629534784464362e-05, | |
| "loss": 0.5666, | |
| "step": 1910 | |
| }, | |
| { | |
| "epoch": 0.24574427236656854, | |
| "grad_norm": 0.8275917768478394, | |
| "learning_rate": 1.638070849338455e-05, | |
| "loss": 0.5597, | |
| "step": 1920 | |
| }, | |
| { | |
| "epoch": 0.2470241904518111, | |
| "grad_norm": 0.8956324458122253, | |
| "learning_rate": 1.646606914212548e-05, | |
| "loss": 0.5453, | |
| "step": 1930 | |
| }, | |
| { | |
| "epoch": 0.24830410853705362, | |
| "grad_norm": 1.9644063711166382, | |
| "learning_rate": 1.655142979086641e-05, | |
| "loss": 0.5732, | |
| "step": 1940 | |
| }, | |
| { | |
| "epoch": 0.24958402662229617, | |
| "grad_norm": 0.7495090365409851, | |
| "learning_rate": 1.663679043960734e-05, | |
| "loss": 0.5549, | |
| "step": 1950 | |
| }, | |
| { | |
| "epoch": 0.2508639447075387, | |
| "grad_norm": 0.9346863627433777, | |
| "learning_rate": 1.6722151088348274e-05, | |
| "loss": 0.5803, | |
| "step": 1960 | |
| }, | |
| { | |
| "epoch": 0.2521438627927813, | |
| "grad_norm": 0.5847868919372559, | |
| "learning_rate": 1.6807511737089204e-05, | |
| "loss": 0.5705, | |
| "step": 1970 | |
| }, | |
| { | |
| "epoch": 0.2534237808780238, | |
| "grad_norm": 1.5892306566238403, | |
| "learning_rate": 1.6892872385830134e-05, | |
| "loss": 0.5371, | |
| "step": 1980 | |
| }, | |
| { | |
| "epoch": 0.25470369896326633, | |
| "grad_norm": 0.8782947063446045, | |
| "learning_rate": 1.6978233034571063e-05, | |
| "loss": 0.565, | |
| "step": 1990 | |
| }, | |
| { | |
| "epoch": 0.2559836170485089, | |
| "grad_norm": 1.0143548250198364, | |
| "learning_rate": 1.7063593683311993e-05, | |
| "loss": 0.557, | |
| "step": 2000 | |
| }, | |
| { | |
| "epoch": 0.2559836170485089, | |
| "eval_accuracy": 0.74427, | |
| "eval_loss": 0.5308485627174377, | |
| "eval_macro_f1": 0.743516265066894, | |
| "eval_precision": 0.7538937627554241, | |
| "eval_recall": 0.7483595020974525, | |
| "eval_runtime": 708.2272, | |
| "eval_samples_per_second": 141.198, | |
| "eval_steps_per_second": 1.104, | |
| "step": 2000 | |
| }, | |
| { | |
| "epoch": 0.25726353513375144, | |
| "grad_norm": 0.9080437421798706, | |
| "learning_rate": 1.7148954332052926e-05, | |
| "loss": 0.5478, | |
| "step": 2010 | |
| }, | |
| { | |
| "epoch": 0.25854345321899397, | |
| "grad_norm": 1.1889078617095947, | |
| "learning_rate": 1.7234314980793856e-05, | |
| "loss": 0.5394, | |
| "step": 2020 | |
| }, | |
| { | |
| "epoch": 0.25982337130423655, | |
| "grad_norm": 1.7290714979171753, | |
| "learning_rate": 1.7319675629534786e-05, | |
| "loss": 0.5385, | |
| "step": 2030 | |
| }, | |
| { | |
| "epoch": 0.2611032893894791, | |
| "grad_norm": 0.9356957077980042, | |
| "learning_rate": 1.7405036278275716e-05, | |
| "loss": 0.5392, | |
| "step": 2040 | |
| }, | |
| { | |
| "epoch": 0.2623832074747216, | |
| "grad_norm": 0.765798032283783, | |
| "learning_rate": 1.7490396927016646e-05, | |
| "loss": 0.5442, | |
| "step": 2050 | |
| }, | |
| { | |
| "epoch": 0.2636631255599642, | |
| "grad_norm": 1.6606382131576538, | |
| "learning_rate": 1.7575757575757576e-05, | |
| "loss": 0.5331, | |
| "step": 2060 | |
| }, | |
| { | |
| "epoch": 0.2649430436452067, | |
| "grad_norm": 0.7928575277328491, | |
| "learning_rate": 1.766111822449851e-05, | |
| "loss": 0.5483, | |
| "step": 2070 | |
| }, | |
| { | |
| "epoch": 0.26622296173044924, | |
| "grad_norm": 2.2261486053466797, | |
| "learning_rate": 1.774647887323944e-05, | |
| "loss": 0.5536, | |
| "step": 2080 | |
| }, | |
| { | |
| "epoch": 0.2675028798156918, | |
| "grad_norm": 0.9795323610305786, | |
| "learning_rate": 1.783183952198037e-05, | |
| "loss": 0.5584, | |
| "step": 2090 | |
| }, | |
| { | |
| "epoch": 0.26878279790093434, | |
| "grad_norm": 2.373581886291504, | |
| "learning_rate": 1.7917200170721298e-05, | |
| "loss": 0.5475, | |
| "step": 2100 | |
| }, | |
| { | |
| "epoch": 0.27006271598617687, | |
| "grad_norm": 0.9658742547035217, | |
| "learning_rate": 1.8002560819462228e-05, | |
| "loss": 0.5577, | |
| "step": 2110 | |
| }, | |
| { | |
| "epoch": 0.27134263407141945, | |
| "grad_norm": 0.8572520017623901, | |
| "learning_rate": 1.808792146820316e-05, | |
| "loss": 0.5301, | |
| "step": 2120 | |
| }, | |
| { | |
| "epoch": 0.272622552156662, | |
| "grad_norm": 0.7225477695465088, | |
| "learning_rate": 1.817328211694409e-05, | |
| "loss": 0.5626, | |
| "step": 2130 | |
| }, | |
| { | |
| "epoch": 0.2739024702419045, | |
| "grad_norm": 1.4276026487350464, | |
| "learning_rate": 1.825864276568502e-05, | |
| "loss": 0.5208, | |
| "step": 2140 | |
| }, | |
| { | |
| "epoch": 0.2751823883271471, | |
| "grad_norm": 1.7469464540481567, | |
| "learning_rate": 1.834400341442595e-05, | |
| "loss": 0.5669, | |
| "step": 2150 | |
| }, | |
| { | |
| "epoch": 0.2764623064123896, | |
| "grad_norm": 1.250931978225708, | |
| "learning_rate": 1.842936406316688e-05, | |
| "loss": 0.5577, | |
| "step": 2160 | |
| }, | |
| { | |
| "epoch": 0.27774222449763214, | |
| "grad_norm": 1.011313557624817, | |
| "learning_rate": 1.8514724711907814e-05, | |
| "loss": 0.5494, | |
| "step": 2170 | |
| }, | |
| { | |
| "epoch": 0.2790221425828747, | |
| "grad_norm": 0.7606518268585205, | |
| "learning_rate": 1.8600085360648744e-05, | |
| "loss": 0.5391, | |
| "step": 2180 | |
| }, | |
| { | |
| "epoch": 0.28030206066811725, | |
| "grad_norm": 0.8173381090164185, | |
| "learning_rate": 1.8685446009389673e-05, | |
| "loss": 0.5262, | |
| "step": 2190 | |
| }, | |
| { | |
| "epoch": 0.2815819787533598, | |
| "grad_norm": 0.7178583145141602, | |
| "learning_rate": 1.8770806658130603e-05, | |
| "loss": 0.5182, | |
| "step": 2200 | |
| }, | |
| { | |
| "epoch": 0.28286189683860236, | |
| "grad_norm": 0.6852149367332458, | |
| "learning_rate": 1.8856167306871533e-05, | |
| "loss": 0.528, | |
| "step": 2210 | |
| }, | |
| { | |
| "epoch": 0.2841418149238449, | |
| "grad_norm": 1.9807002544403076, | |
| "learning_rate": 1.8941527955612463e-05, | |
| "loss": 0.5315, | |
| "step": 2220 | |
| }, | |
| { | |
| "epoch": 0.2854217330090874, | |
| "grad_norm": 0.7938176989555359, | |
| "learning_rate": 1.9026888604353396e-05, | |
| "loss": 0.5324, | |
| "step": 2230 | |
| }, | |
| { | |
| "epoch": 0.28670165109433, | |
| "grad_norm": 0.8181535005569458, | |
| "learning_rate": 1.9112249253094326e-05, | |
| "loss": 0.51, | |
| "step": 2240 | |
| }, | |
| { | |
| "epoch": 0.2879815691795725, | |
| "grad_norm": 0.8722071051597595, | |
| "learning_rate": 1.9197609901835256e-05, | |
| "loss": 0.5373, | |
| "step": 2250 | |
| }, | |
| { | |
| "epoch": 0.28926148726481504, | |
| "grad_norm": 1.371565818786621, | |
| "learning_rate": 1.9282970550576186e-05, | |
| "loss": 0.5227, | |
| "step": 2260 | |
| }, | |
| { | |
| "epoch": 0.29054140535005757, | |
| "grad_norm": 0.6769284605979919, | |
| "learning_rate": 1.9368331199317115e-05, | |
| "loss": 0.5421, | |
| "step": 2270 | |
| }, | |
| { | |
| "epoch": 0.29182132343530015, | |
| "grad_norm": 2.1016697883605957, | |
| "learning_rate": 1.945369184805805e-05, | |
| "loss": 0.5299, | |
| "step": 2280 | |
| }, | |
| { | |
| "epoch": 0.2931012415205427, | |
| "grad_norm": 1.7011477947235107, | |
| "learning_rate": 1.953905249679898e-05, | |
| "loss": 0.5403, | |
| "step": 2290 | |
| }, | |
| { | |
| "epoch": 0.2943811596057852, | |
| "grad_norm": 1.0961430072784424, | |
| "learning_rate": 1.962441314553991e-05, | |
| "loss": 0.534, | |
| "step": 2300 | |
| }, | |
| { | |
| "epoch": 0.2956610776910278, | |
| "grad_norm": 0.8536306023597717, | |
| "learning_rate": 1.9709773794280838e-05, | |
| "loss": 0.5562, | |
| "step": 2310 | |
| }, | |
| { | |
| "epoch": 0.2969409957762703, | |
| "grad_norm": 1.046201467514038, | |
| "learning_rate": 1.9795134443021768e-05, | |
| "loss": 0.5418, | |
| "step": 2320 | |
| }, | |
| { | |
| "epoch": 0.29822091386151284, | |
| "grad_norm": 1.38905930519104, | |
| "learning_rate": 1.9880495091762698e-05, | |
| "loss": 0.5557, | |
| "step": 2330 | |
| }, | |
| { | |
| "epoch": 0.2995008319467554, | |
| "grad_norm": 2.44215989112854, | |
| "learning_rate": 1.996585574050363e-05, | |
| "loss": 0.5285, | |
| "step": 2340 | |
| }, | |
| { | |
| "epoch": 0.30078075003199795, | |
| "grad_norm": 1.4736480712890625, | |
| "learning_rate": 1.9994311717861208e-05, | |
| "loss": 0.513, | |
| "step": 2350 | |
| }, | |
| { | |
| "epoch": 0.30206066811724047, | |
| "grad_norm": 0.7968178987503052, | |
| "learning_rate": 1.9984831247629883e-05, | |
| "loss": 0.5249, | |
| "step": 2360 | |
| }, | |
| { | |
| "epoch": 0.30334058620248305, | |
| "grad_norm": 1.6530416011810303, | |
| "learning_rate": 1.997535077739856e-05, | |
| "loss": 0.5329, | |
| "step": 2370 | |
| }, | |
| { | |
| "epoch": 0.3046205042877256, | |
| "grad_norm": 1.0949759483337402, | |
| "learning_rate": 1.9965870307167238e-05, | |
| "loss": 0.5164, | |
| "step": 2380 | |
| }, | |
| { | |
| "epoch": 0.3059004223729681, | |
| "grad_norm": 1.2724019289016724, | |
| "learning_rate": 1.9956389836935916e-05, | |
| "loss": 0.5293, | |
| "step": 2390 | |
| }, | |
| { | |
| "epoch": 0.3071803404582107, | |
| "grad_norm": 1.8785524368286133, | |
| "learning_rate": 1.994690936670459e-05, | |
| "loss": 0.5286, | |
| "step": 2400 | |
| }, | |
| { | |
| "epoch": 0.3084602585434532, | |
| "grad_norm": 2.1517200469970703, | |
| "learning_rate": 1.9937428896473267e-05, | |
| "loss": 0.5273, | |
| "step": 2410 | |
| }, | |
| { | |
| "epoch": 0.30974017662869574, | |
| "grad_norm": 0.999515175819397, | |
| "learning_rate": 1.9927948426241942e-05, | |
| "loss": 0.5115, | |
| "step": 2420 | |
| }, | |
| { | |
| "epoch": 0.3110200947139383, | |
| "grad_norm": 2.214357852935791, | |
| "learning_rate": 1.991846795601062e-05, | |
| "loss": 0.5145, | |
| "step": 2430 | |
| }, | |
| { | |
| "epoch": 0.31230001279918085, | |
| "grad_norm": 1.8795071840286255, | |
| "learning_rate": 1.9908987485779297e-05, | |
| "loss": 0.509, | |
| "step": 2440 | |
| }, | |
| { | |
| "epoch": 0.3135799308844234, | |
| "grad_norm": 0.9374184608459473, | |
| "learning_rate": 1.989950701554797e-05, | |
| "loss": 0.5112, | |
| "step": 2450 | |
| }, | |
| { | |
| "epoch": 0.31485984896966596, | |
| "grad_norm": 0.7281107306480408, | |
| "learning_rate": 1.989002654531665e-05, | |
| "loss": 0.5029, | |
| "step": 2460 | |
| }, | |
| { | |
| "epoch": 0.3161397670549085, | |
| "grad_norm": 2.6096737384796143, | |
| "learning_rate": 1.9880546075085327e-05, | |
| "loss": 0.5302, | |
| "step": 2470 | |
| }, | |
| { | |
| "epoch": 0.317419685140151, | |
| "grad_norm": 0.7463436126708984, | |
| "learning_rate": 1.9871065604854004e-05, | |
| "loss": 0.5249, | |
| "step": 2480 | |
| }, | |
| { | |
| "epoch": 0.3186996032253936, | |
| "grad_norm": 0.7995405197143555, | |
| "learning_rate": 1.986158513462268e-05, | |
| "loss": 0.5171, | |
| "step": 2490 | |
| }, | |
| { | |
| "epoch": 0.3199795213106361, | |
| "grad_norm": 0.873103678226471, | |
| "learning_rate": 1.9852104664391356e-05, | |
| "loss": 0.5125, | |
| "step": 2500 | |
| }, | |
| { | |
| "epoch": 0.32125943939587864, | |
| "grad_norm": 1.5319750308990479, | |
| "learning_rate": 1.984262419416003e-05, | |
| "loss": 0.527, | |
| "step": 2510 | |
| }, | |
| { | |
| "epoch": 0.3225393574811212, | |
| "grad_norm": 1.717421531677246, | |
| "learning_rate": 1.983314372392871e-05, | |
| "loss": 0.5415, | |
| "step": 2520 | |
| }, | |
| { | |
| "epoch": 0.32381927556636375, | |
| "grad_norm": 0.7133586406707764, | |
| "learning_rate": 1.9823663253697386e-05, | |
| "loss": 0.5251, | |
| "step": 2530 | |
| }, | |
| { | |
| "epoch": 0.3250991936516063, | |
| "grad_norm": 0.7959030270576477, | |
| "learning_rate": 1.981418278346606e-05, | |
| "loss": 0.5127, | |
| "step": 2540 | |
| }, | |
| { | |
| "epoch": 0.32637911173684886, | |
| "grad_norm": 2.4905223846435547, | |
| "learning_rate": 1.9804702313234738e-05, | |
| "loss": 0.4944, | |
| "step": 2550 | |
| }, | |
| { | |
| "epoch": 0.3276590298220914, | |
| "grad_norm": 1.0039845705032349, | |
| "learning_rate": 1.9795221843003412e-05, | |
| "loss": 0.534, | |
| "step": 2560 | |
| }, | |
| { | |
| "epoch": 0.3289389479073339, | |
| "grad_norm": 1.2181288003921509, | |
| "learning_rate": 1.978574137277209e-05, | |
| "loss": 0.5198, | |
| "step": 2570 | |
| }, | |
| { | |
| "epoch": 0.3302188659925765, | |
| "grad_norm": 0.9166068434715271, | |
| "learning_rate": 1.9776260902540768e-05, | |
| "loss": 0.5373, | |
| "step": 2580 | |
| }, | |
| { | |
| "epoch": 0.331498784077819, | |
| "grad_norm": 0.938994288444519, | |
| "learning_rate": 1.9766780432309445e-05, | |
| "loss": 0.5179, | |
| "step": 2590 | |
| }, | |
| { | |
| "epoch": 0.33277870216306155, | |
| "grad_norm": 0.8827023506164551, | |
| "learning_rate": 1.975729996207812e-05, | |
| "loss": 0.5249, | |
| "step": 2600 | |
| }, | |
| { | |
| "epoch": 0.33405862024830413, | |
| "grad_norm": 0.8544501066207886, | |
| "learning_rate": 1.9747819491846797e-05, | |
| "loss": 0.5172, | |
| "step": 2610 | |
| }, | |
| { | |
| "epoch": 0.33533853833354665, | |
| "grad_norm": 0.7890387177467346, | |
| "learning_rate": 1.9738339021615475e-05, | |
| "loss": 0.5207, | |
| "step": 2620 | |
| }, | |
| { | |
| "epoch": 0.3366184564187892, | |
| "grad_norm": 0.7724694013595581, | |
| "learning_rate": 1.9728858551384153e-05, | |
| "loss": 0.5065, | |
| "step": 2630 | |
| }, | |
| { | |
| "epoch": 0.33789837450403176, | |
| "grad_norm": 0.7064672708511353, | |
| "learning_rate": 1.9719378081152827e-05, | |
| "loss": 0.4828, | |
| "step": 2640 | |
| }, | |
| { | |
| "epoch": 0.3391782925892743, | |
| "grad_norm": 0.9625025391578674, | |
| "learning_rate": 1.97098976109215e-05, | |
| "loss": 0.5108, | |
| "step": 2650 | |
| }, | |
| { | |
| "epoch": 0.3404582106745168, | |
| "grad_norm": 2.1604244709014893, | |
| "learning_rate": 1.970041714069018e-05, | |
| "loss": 0.5129, | |
| "step": 2660 | |
| }, | |
| { | |
| "epoch": 0.3417381287597594, | |
| "grad_norm": 0.8561355471611023, | |
| "learning_rate": 1.9690936670458856e-05, | |
| "loss": 0.521, | |
| "step": 2670 | |
| }, | |
| { | |
| "epoch": 0.3430180468450019, | |
| "grad_norm": 0.8122753500938416, | |
| "learning_rate": 1.9681456200227534e-05, | |
| "loss": 0.5039, | |
| "step": 2680 | |
| }, | |
| { | |
| "epoch": 0.34429796493024445, | |
| "grad_norm": 0.848838210105896, | |
| "learning_rate": 1.967197572999621e-05, | |
| "loss": 0.5559, | |
| "step": 2690 | |
| }, | |
| { | |
| "epoch": 0.34557788301548703, | |
| "grad_norm": 0.8424274325370789, | |
| "learning_rate": 1.9662495259764886e-05, | |
| "loss": 0.5299, | |
| "step": 2700 | |
| }, | |
| { | |
| "epoch": 0.34685780110072956, | |
| "grad_norm": 1.0475687980651855, | |
| "learning_rate": 1.9653014789533564e-05, | |
| "loss": 0.5003, | |
| "step": 2710 | |
| }, | |
| { | |
| "epoch": 0.3481377191859721, | |
| "grad_norm": 0.9720590710639954, | |
| "learning_rate": 1.964353431930224e-05, | |
| "loss": 0.4976, | |
| "step": 2720 | |
| }, | |
| { | |
| "epoch": 0.34941763727121466, | |
| "grad_norm": 1.1562892198562622, | |
| "learning_rate": 1.9634053849070916e-05, | |
| "loss": 0.4728, | |
| "step": 2730 | |
| }, | |
| { | |
| "epoch": 0.3506975553564572, | |
| "grad_norm": 1.2779773473739624, | |
| "learning_rate": 1.9624573378839593e-05, | |
| "loss": 0.4933, | |
| "step": 2740 | |
| }, | |
| { | |
| "epoch": 0.3519774734416997, | |
| "grad_norm": 1.047945499420166, | |
| "learning_rate": 1.9615092908608268e-05, | |
| "loss": 0.518, | |
| "step": 2750 | |
| }, | |
| { | |
| "epoch": 0.3532573915269423, | |
| "grad_norm": 0.7196894884109497, | |
| "learning_rate": 1.9605612438376945e-05, | |
| "loss": 0.5006, | |
| "step": 2760 | |
| }, | |
| { | |
| "epoch": 0.3545373096121848, | |
| "grad_norm": 0.9644359350204468, | |
| "learning_rate": 1.9596131968145623e-05, | |
| "loss": 0.5083, | |
| "step": 2770 | |
| }, | |
| { | |
| "epoch": 0.35581722769742735, | |
| "grad_norm": 0.9720232486724854, | |
| "learning_rate": 1.9586651497914297e-05, | |
| "loss": 0.5194, | |
| "step": 2780 | |
| }, | |
| { | |
| "epoch": 0.35709714578266993, | |
| "grad_norm": 0.8277772665023804, | |
| "learning_rate": 1.9577171027682975e-05, | |
| "loss": 0.5121, | |
| "step": 2790 | |
| }, | |
| { | |
| "epoch": 0.35837706386791246, | |
| "grad_norm": 0.7811515927314758, | |
| "learning_rate": 1.956769055745165e-05, | |
| "loss": 0.5106, | |
| "step": 2800 | |
| }, | |
| { | |
| "epoch": 0.359656981953155, | |
| "grad_norm": 0.7438198328018188, | |
| "learning_rate": 1.9558210087220327e-05, | |
| "loss": 0.5183, | |
| "step": 2810 | |
| }, | |
| { | |
| "epoch": 0.36093690003839757, | |
| "grad_norm": 1.1424624919891357, | |
| "learning_rate": 1.9548729616989005e-05, | |
| "loss": 0.4973, | |
| "step": 2820 | |
| }, | |
| { | |
| "epoch": 0.3622168181236401, | |
| "grad_norm": 1.0706868171691895, | |
| "learning_rate": 1.9539249146757682e-05, | |
| "loss": 0.5063, | |
| "step": 2830 | |
| }, | |
| { | |
| "epoch": 0.3634967362088826, | |
| "grad_norm": 1.1213792562484741, | |
| "learning_rate": 1.9529768676526357e-05, | |
| "loss": 0.4991, | |
| "step": 2840 | |
| }, | |
| { | |
| "epoch": 0.3647766542941252, | |
| "grad_norm": 1.0018831491470337, | |
| "learning_rate": 1.9520288206295034e-05, | |
| "loss": 0.5004, | |
| "step": 2850 | |
| }, | |
| { | |
| "epoch": 0.36605657237936773, | |
| "grad_norm": 0.8369762897491455, | |
| "learning_rate": 1.9510807736063712e-05, | |
| "loss": 0.5341, | |
| "step": 2860 | |
| }, | |
| { | |
| "epoch": 0.36733649046461025, | |
| "grad_norm": 0.8711100220680237, | |
| "learning_rate": 1.9501327265832386e-05, | |
| "loss": 0.4788, | |
| "step": 2870 | |
| }, | |
| { | |
| "epoch": 0.36861640854985284, | |
| "grad_norm": 1.0853824615478516, | |
| "learning_rate": 1.9491846795601064e-05, | |
| "loss": 0.5419, | |
| "step": 2880 | |
| }, | |
| { | |
| "epoch": 0.36989632663509536, | |
| "grad_norm": 1.4816603660583496, | |
| "learning_rate": 1.9482366325369738e-05, | |
| "loss": 0.5252, | |
| "step": 2890 | |
| }, | |
| { | |
| "epoch": 0.3711762447203379, | |
| "grad_norm": 1.3375904560089111, | |
| "learning_rate": 1.9472885855138416e-05, | |
| "loss": 0.5127, | |
| "step": 2900 | |
| }, | |
| { | |
| "epoch": 0.3724561628055804, | |
| "grad_norm": 0.7361944913864136, | |
| "learning_rate": 1.9463405384907093e-05, | |
| "loss": 0.5278, | |
| "step": 2910 | |
| }, | |
| { | |
| "epoch": 0.373736080890823, | |
| "grad_norm": 1.1056461334228516, | |
| "learning_rate": 1.945392491467577e-05, | |
| "loss": 0.5072, | |
| "step": 2920 | |
| }, | |
| { | |
| "epoch": 0.3750159989760655, | |
| "grad_norm": 0.921783447265625, | |
| "learning_rate": 1.9444444444444445e-05, | |
| "loss": 0.5161, | |
| "step": 2930 | |
| }, | |
| { | |
| "epoch": 0.37629591706130805, | |
| "grad_norm": 1.15033757686615, | |
| "learning_rate": 1.9434963974213123e-05, | |
| "loss": 0.5329, | |
| "step": 2940 | |
| }, | |
| { | |
| "epoch": 0.37757583514655063, | |
| "grad_norm": 1.3983162641525269, | |
| "learning_rate": 1.94254835039818e-05, | |
| "loss": 0.5034, | |
| "step": 2950 | |
| }, | |
| { | |
| "epoch": 0.37885575323179316, | |
| "grad_norm": 1.0419155359268188, | |
| "learning_rate": 1.9416003033750475e-05, | |
| "loss": 0.5281, | |
| "step": 2960 | |
| }, | |
| { | |
| "epoch": 0.3801356713170357, | |
| "grad_norm": 2.478982448577881, | |
| "learning_rate": 1.9406522563519153e-05, | |
| "loss": 0.4843, | |
| "step": 2970 | |
| }, | |
| { | |
| "epoch": 0.38141558940227827, | |
| "grad_norm": 0.7638375163078308, | |
| "learning_rate": 1.9397042093287827e-05, | |
| "loss": 0.5214, | |
| "step": 2980 | |
| }, | |
| { | |
| "epoch": 0.3826955074875208, | |
| "grad_norm": 2.18105411529541, | |
| "learning_rate": 1.9387561623056505e-05, | |
| "loss": 0.5373, | |
| "step": 2990 | |
| }, | |
| { | |
| "epoch": 0.3839754255727633, | |
| "grad_norm": 1.0936481952667236, | |
| "learning_rate": 1.9378081152825182e-05, | |
| "loss": 0.5187, | |
| "step": 3000 | |
| }, | |
| { | |
| "epoch": 0.3852553436580059, | |
| "grad_norm": 1.0057384967803955, | |
| "learning_rate": 1.936860068259386e-05, | |
| "loss": 0.5179, | |
| "step": 3010 | |
| }, | |
| { | |
| "epoch": 0.3865352617432484, | |
| "grad_norm": 1.9525461196899414, | |
| "learning_rate": 1.9359120212362534e-05, | |
| "loss": 0.4964, | |
| "step": 3020 | |
| }, | |
| { | |
| "epoch": 0.38781517982849095, | |
| "grad_norm": 0.9308017492294312, | |
| "learning_rate": 1.9349639742131212e-05, | |
| "loss": 0.4751, | |
| "step": 3030 | |
| }, | |
| { | |
| "epoch": 0.38909509791373353, | |
| "grad_norm": 0.6847271919250488, | |
| "learning_rate": 1.9340159271899886e-05, | |
| "loss": 0.5049, | |
| "step": 3040 | |
| }, | |
| { | |
| "epoch": 0.39037501599897606, | |
| "grad_norm": 0.9826173186302185, | |
| "learning_rate": 1.9330678801668564e-05, | |
| "loss": 0.5089, | |
| "step": 3050 | |
| }, | |
| { | |
| "epoch": 0.3916549340842186, | |
| "grad_norm": 1.1526622772216797, | |
| "learning_rate": 1.932119833143724e-05, | |
| "loss": 0.5263, | |
| "step": 3060 | |
| }, | |
| { | |
| "epoch": 0.39293485216946117, | |
| "grad_norm": 1.3890351057052612, | |
| "learning_rate": 1.9311717861205916e-05, | |
| "loss": 0.5293, | |
| "step": 3070 | |
| }, | |
| { | |
| "epoch": 0.3942147702547037, | |
| "grad_norm": 1.8960402011871338, | |
| "learning_rate": 1.9302237390974593e-05, | |
| "loss": 0.4944, | |
| "step": 3080 | |
| }, | |
| { | |
| "epoch": 0.3954946883399462, | |
| "grad_norm": 3.4239537715911865, | |
| "learning_rate": 1.929275692074327e-05, | |
| "loss": 0.5281, | |
| "step": 3090 | |
| }, | |
| { | |
| "epoch": 0.3967746064251888, | |
| "grad_norm": 0.8984873294830322, | |
| "learning_rate": 1.928327645051195e-05, | |
| "loss": 0.5169, | |
| "step": 3100 | |
| }, | |
| { | |
| "epoch": 0.39805452451043133, | |
| "grad_norm": 1.3759665489196777, | |
| "learning_rate": 1.9273795980280623e-05, | |
| "loss": 0.5086, | |
| "step": 3110 | |
| }, | |
| { | |
| "epoch": 0.39933444259567386, | |
| "grad_norm": 1.0449821949005127, | |
| "learning_rate": 1.92643155100493e-05, | |
| "loss": 0.4921, | |
| "step": 3120 | |
| }, | |
| { | |
| "epoch": 0.40061436068091644, | |
| "grad_norm": 0.9045126438140869, | |
| "learning_rate": 1.9254835039817975e-05, | |
| "loss": 0.4888, | |
| "step": 3130 | |
| }, | |
| { | |
| "epoch": 0.40189427876615896, | |
| "grad_norm": 0.8578636050224304, | |
| "learning_rate": 1.9245354569586653e-05, | |
| "loss": 0.4956, | |
| "step": 3140 | |
| }, | |
| { | |
| "epoch": 0.4031741968514015, | |
| "grad_norm": 1.2654173374176025, | |
| "learning_rate": 1.923587409935533e-05, | |
| "loss": 0.4942, | |
| "step": 3150 | |
| }, | |
| { | |
| "epoch": 0.40445411493664407, | |
| "grad_norm": 1.6073803901672363, | |
| "learning_rate": 1.9226393629124008e-05, | |
| "loss": 0.5037, | |
| "step": 3160 | |
| }, | |
| { | |
| "epoch": 0.4057340330218866, | |
| "grad_norm": 0.9294481873512268, | |
| "learning_rate": 1.9216913158892682e-05, | |
| "loss": 0.4836, | |
| "step": 3170 | |
| }, | |
| { | |
| "epoch": 0.4070139511071291, | |
| "grad_norm": 1.1646478176116943, | |
| "learning_rate": 1.9207432688661357e-05, | |
| "loss": 0.5189, | |
| "step": 3180 | |
| }, | |
| { | |
| "epoch": 0.4082938691923717, | |
| "grad_norm": 0.8620973825454712, | |
| "learning_rate": 1.9197952218430034e-05, | |
| "loss": 0.5002, | |
| "step": 3190 | |
| }, | |
| { | |
| "epoch": 0.40957378727761423, | |
| "grad_norm": 0.7730439305305481, | |
| "learning_rate": 1.9188471748198712e-05, | |
| "loss": 0.4802, | |
| "step": 3200 | |
| }, | |
| { | |
| "epoch": 0.41085370536285676, | |
| "grad_norm": 0.706767201423645, | |
| "learning_rate": 1.917899127796739e-05, | |
| "loss": 0.535, | |
| "step": 3210 | |
| }, | |
| { | |
| "epoch": 0.41213362344809934, | |
| "grad_norm": 1.1379191875457764, | |
| "learning_rate": 1.9169510807736064e-05, | |
| "loss": 0.5186, | |
| "step": 3220 | |
| }, | |
| { | |
| "epoch": 0.41341354153334187, | |
| "grad_norm": 0.6369794011116028, | |
| "learning_rate": 1.916003033750474e-05, | |
| "loss": 0.4896, | |
| "step": 3230 | |
| }, | |
| { | |
| "epoch": 0.4146934596185844, | |
| "grad_norm": 3.0110867023468018, | |
| "learning_rate": 1.915054986727342e-05, | |
| "loss": 0.5275, | |
| "step": 3240 | |
| }, | |
| { | |
| "epoch": 0.415973377703827, | |
| "grad_norm": 1.3241641521453857, | |
| "learning_rate": 1.9141069397042097e-05, | |
| "loss": 0.5078, | |
| "step": 3250 | |
| }, | |
| { | |
| "epoch": 0.4172532957890695, | |
| "grad_norm": 0.942676305770874, | |
| "learning_rate": 1.913158892681077e-05, | |
| "loss": 0.4901, | |
| "step": 3260 | |
| }, | |
| { | |
| "epoch": 0.418533213874312, | |
| "grad_norm": 2.2048139572143555, | |
| "learning_rate": 1.9122108456579446e-05, | |
| "loss": 0.5272, | |
| "step": 3270 | |
| }, | |
| { | |
| "epoch": 0.4198131319595546, | |
| "grad_norm": 1.8954252004623413, | |
| "learning_rate": 1.9112627986348123e-05, | |
| "loss": 0.4853, | |
| "step": 3280 | |
| }, | |
| { | |
| "epoch": 0.42109305004479713, | |
| "grad_norm": 0.8221827745437622, | |
| "learning_rate": 1.91031475161168e-05, | |
| "loss": 0.4919, | |
| "step": 3290 | |
| }, | |
| { | |
| "epoch": 0.42237296813003966, | |
| "grad_norm": 0.742501437664032, | |
| "learning_rate": 1.909366704588548e-05, | |
| "loss": 0.5139, | |
| "step": 3300 | |
| }, | |
| { | |
| "epoch": 0.42365288621528224, | |
| "grad_norm": 1.9924613237380981, | |
| "learning_rate": 1.9084186575654153e-05, | |
| "loss": 0.4803, | |
| "step": 3310 | |
| }, | |
| { | |
| "epoch": 0.42493280430052477, | |
| "grad_norm": 0.9771905541419983, | |
| "learning_rate": 1.907470610542283e-05, | |
| "loss": 0.475, | |
| "step": 3320 | |
| }, | |
| { | |
| "epoch": 0.4262127223857673, | |
| "grad_norm": 1.5012576580047607, | |
| "learning_rate": 1.9065225635191508e-05, | |
| "loss": 0.4941, | |
| "step": 3330 | |
| }, | |
| { | |
| "epoch": 0.4274926404710099, | |
| "grad_norm": 0.6949377059936523, | |
| "learning_rate": 1.9055745164960186e-05, | |
| "loss": 0.512, | |
| "step": 3340 | |
| }, | |
| { | |
| "epoch": 0.4287725585562524, | |
| "grad_norm": 0.9960921406745911, | |
| "learning_rate": 1.904626469472886e-05, | |
| "loss": 0.4825, | |
| "step": 3350 | |
| }, | |
| { | |
| "epoch": 0.43005247664149493, | |
| "grad_norm": 1.0516977310180664, | |
| "learning_rate": 1.9036784224497538e-05, | |
| "loss": 0.5117, | |
| "step": 3360 | |
| }, | |
| { | |
| "epoch": 0.4313323947267375, | |
| "grad_norm": 0.9433191418647766, | |
| "learning_rate": 1.9027303754266212e-05, | |
| "loss": 0.484, | |
| "step": 3370 | |
| }, | |
| { | |
| "epoch": 0.43261231281198004, | |
| "grad_norm": 2.7105135917663574, | |
| "learning_rate": 1.901782328403489e-05, | |
| "loss": 0.4986, | |
| "step": 3380 | |
| }, | |
| { | |
| "epoch": 0.43389223089722256, | |
| "grad_norm": 0.8293517827987671, | |
| "learning_rate": 1.9008342813803567e-05, | |
| "loss": 0.4797, | |
| "step": 3390 | |
| }, | |
| { | |
| "epoch": 0.43517214898246515, | |
| "grad_norm": 1.3104497194290161, | |
| "learning_rate": 1.899886234357224e-05, | |
| "loss": 0.4971, | |
| "step": 3400 | |
| }, | |
| { | |
| "epoch": 0.43645206706770767, | |
| "grad_norm": 2.3978216648101807, | |
| "learning_rate": 1.898938187334092e-05, | |
| "loss": 0.5012, | |
| "step": 3410 | |
| }, | |
| { | |
| "epoch": 0.4377319851529502, | |
| "grad_norm": 0.838647186756134, | |
| "learning_rate": 1.8979901403109594e-05, | |
| "loss": 0.5042, | |
| "step": 3420 | |
| }, | |
| { | |
| "epoch": 0.4390119032381928, | |
| "grad_norm": 0.7617325782775879, | |
| "learning_rate": 1.897042093287827e-05, | |
| "loss": 0.5094, | |
| "step": 3430 | |
| }, | |
| { | |
| "epoch": 0.4402918213234353, | |
| "grad_norm": 0.8923324942588806, | |
| "learning_rate": 1.896094046264695e-05, | |
| "loss": 0.487, | |
| "step": 3440 | |
| }, | |
| { | |
| "epoch": 0.44157173940867783, | |
| "grad_norm": 1.7616841793060303, | |
| "learning_rate": 1.8951459992415627e-05, | |
| "loss": 0.4929, | |
| "step": 3450 | |
| }, | |
| { | |
| "epoch": 0.4428516574939204, | |
| "grad_norm": 0.7590444087982178, | |
| "learning_rate": 1.89419795221843e-05, | |
| "loss": 0.4844, | |
| "step": 3460 | |
| }, | |
| { | |
| "epoch": 0.44413157557916294, | |
| "grad_norm": 0.8714098930358887, | |
| "learning_rate": 1.893249905195298e-05, | |
| "loss": 0.4736, | |
| "step": 3470 | |
| }, | |
| { | |
| "epoch": 0.44541149366440547, | |
| "grad_norm": 1.3062705993652344, | |
| "learning_rate": 1.8923018581721656e-05, | |
| "loss": 0.501, | |
| "step": 3480 | |
| }, | |
| { | |
| "epoch": 0.44669141174964805, | |
| "grad_norm": 1.3274645805358887, | |
| "learning_rate": 1.891353811149033e-05, | |
| "loss": 0.506, | |
| "step": 3490 | |
| }, | |
| { | |
| "epoch": 0.4479713298348906, | |
| "grad_norm": 3.321751832962036, | |
| "learning_rate": 1.8904057641259008e-05, | |
| "loss": 0.5244, | |
| "step": 3500 | |
| }, | |
| { | |
| "epoch": 0.4492512479201331, | |
| "grad_norm": 0.8489649891853333, | |
| "learning_rate": 1.8894577171027683e-05, | |
| "loss": 0.5003, | |
| "step": 3510 | |
| }, | |
| { | |
| "epoch": 0.4505311660053757, | |
| "grad_norm": 1.0105081796646118, | |
| "learning_rate": 1.888509670079636e-05, | |
| "loss": 0.4748, | |
| "step": 3520 | |
| }, | |
| { | |
| "epoch": 0.4518110840906182, | |
| "grad_norm": 1.452003836631775, | |
| "learning_rate": 1.8875616230565038e-05, | |
| "loss": 0.4842, | |
| "step": 3530 | |
| }, | |
| { | |
| "epoch": 0.45309100217586074, | |
| "grad_norm": 0.8805971741676331, | |
| "learning_rate": 1.8866135760333716e-05, | |
| "loss": 0.4923, | |
| "step": 3540 | |
| }, | |
| { | |
| "epoch": 0.4543709202611033, | |
| "grad_norm": 2.563197135925293, | |
| "learning_rate": 1.885665529010239e-05, | |
| "loss": 0.5021, | |
| "step": 3550 | |
| }, | |
| { | |
| "epoch": 0.45565083834634584, | |
| "grad_norm": 0.7883086204528809, | |
| "learning_rate": 1.8847174819871067e-05, | |
| "loss": 0.4891, | |
| "step": 3560 | |
| }, | |
| { | |
| "epoch": 0.45693075643158837, | |
| "grad_norm": 1.5375005006790161, | |
| "learning_rate": 1.8837694349639745e-05, | |
| "loss": 0.486, | |
| "step": 3570 | |
| }, | |
| { | |
| "epoch": 0.4582106745168309, | |
| "grad_norm": 1.0281457901000977, | |
| "learning_rate": 1.8828213879408423e-05, | |
| "loss": 0.5057, | |
| "step": 3580 | |
| }, | |
| { | |
| "epoch": 0.4594905926020735, | |
| "grad_norm": 1.281043291091919, | |
| "learning_rate": 1.8818733409177097e-05, | |
| "loss": 0.4998, | |
| "step": 3590 | |
| }, | |
| { | |
| "epoch": 0.460770510687316, | |
| "grad_norm": 0.9816468954086304, | |
| "learning_rate": 1.880925293894577e-05, | |
| "loss": 0.4944, | |
| "step": 3600 | |
| }, | |
| { | |
| "epoch": 0.46205042877255853, | |
| "grad_norm": 0.9405584335327148, | |
| "learning_rate": 1.879977246871445e-05, | |
| "loss": 0.5036, | |
| "step": 3610 | |
| }, | |
| { | |
| "epoch": 0.4633303468578011, | |
| "grad_norm": 1.3431020975112915, | |
| "learning_rate": 1.8790291998483127e-05, | |
| "loss": 0.5004, | |
| "step": 3620 | |
| }, | |
| { | |
| "epoch": 0.46461026494304364, | |
| "grad_norm": 1.1362318992614746, | |
| "learning_rate": 1.8780811528251804e-05, | |
| "loss": 0.494, | |
| "step": 3630 | |
| }, | |
| { | |
| "epoch": 0.46589018302828616, | |
| "grad_norm": 1.2532789707183838, | |
| "learning_rate": 1.877133105802048e-05, | |
| "loss": 0.4748, | |
| "step": 3640 | |
| }, | |
| { | |
| "epoch": 0.46717010111352875, | |
| "grad_norm": 0.729250431060791, | |
| "learning_rate": 1.8761850587789156e-05, | |
| "loss": 0.5086, | |
| "step": 3650 | |
| }, | |
| { | |
| "epoch": 0.4684500191987713, | |
| "grad_norm": 0.6976643800735474, | |
| "learning_rate": 1.875237011755783e-05, | |
| "loss": 0.4781, | |
| "step": 3660 | |
| }, | |
| { | |
| "epoch": 0.4697299372840138, | |
| "grad_norm": 0.9878288507461548, | |
| "learning_rate": 1.8742889647326508e-05, | |
| "loss": 0.4809, | |
| "step": 3670 | |
| }, | |
| { | |
| "epoch": 0.4710098553692564, | |
| "grad_norm": 0.9907483458518982, | |
| "learning_rate": 1.8733409177095186e-05, | |
| "loss": 0.4914, | |
| "step": 3680 | |
| }, | |
| { | |
| "epoch": 0.4722897734544989, | |
| "grad_norm": 1.046175479888916, | |
| "learning_rate": 1.872392870686386e-05, | |
| "loss": 0.5048, | |
| "step": 3690 | |
| }, | |
| { | |
| "epoch": 0.47356969153974143, | |
| "grad_norm": 1.8168991804122925, | |
| "learning_rate": 1.8714448236632538e-05, | |
| "loss": 0.4528, | |
| "step": 3700 | |
| }, | |
| { | |
| "epoch": 0.474849609624984, | |
| "grad_norm": 2.9127612113952637, | |
| "learning_rate": 1.8704967766401216e-05, | |
| "loss": 0.5226, | |
| "step": 3710 | |
| }, | |
| { | |
| "epoch": 0.47612952771022654, | |
| "grad_norm": 1.4959512948989868, | |
| "learning_rate": 1.8695487296169893e-05, | |
| "loss": 0.4727, | |
| "step": 3720 | |
| }, | |
| { | |
| "epoch": 0.47740944579546907, | |
| "grad_norm": 0.6817557215690613, | |
| "learning_rate": 1.8686006825938568e-05, | |
| "loss": 0.468, | |
| "step": 3730 | |
| }, | |
| { | |
| "epoch": 0.47868936388071165, | |
| "grad_norm": 1.5274559259414673, | |
| "learning_rate": 1.8676526355707245e-05, | |
| "loss": 0.5158, | |
| "step": 3740 | |
| }, | |
| { | |
| "epoch": 0.4799692819659542, | |
| "grad_norm": 1.8979755640029907, | |
| "learning_rate": 1.866704588547592e-05, | |
| "loss": 0.4628, | |
| "step": 3750 | |
| }, | |
| { | |
| "epoch": 0.4812492000511967, | |
| "grad_norm": 0.7936620712280273, | |
| "learning_rate": 1.8657565415244597e-05, | |
| "loss": 0.5159, | |
| "step": 3760 | |
| }, | |
| { | |
| "epoch": 0.4825291181364393, | |
| "grad_norm": 1.2421464920043945, | |
| "learning_rate": 1.8648084945013275e-05, | |
| "loss": 0.495, | |
| "step": 3770 | |
| }, | |
| { | |
| "epoch": 0.4838090362216818, | |
| "grad_norm": 0.8110264539718628, | |
| "learning_rate": 1.8638604474781953e-05, | |
| "loss": 0.514, | |
| "step": 3780 | |
| }, | |
| { | |
| "epoch": 0.48508895430692434, | |
| "grad_norm": 1.168480634689331, | |
| "learning_rate": 1.8629124004550627e-05, | |
| "loss": 0.4842, | |
| "step": 3790 | |
| }, | |
| { | |
| "epoch": 0.4863688723921669, | |
| "grad_norm": 1.4188495874404907, | |
| "learning_rate": 1.86196435343193e-05, | |
| "loss": 0.4855, | |
| "step": 3800 | |
| }, | |
| { | |
| "epoch": 0.48764879047740944, | |
| "grad_norm": 1.9594807624816895, | |
| "learning_rate": 1.8610163064087982e-05, | |
| "loss": 0.486, | |
| "step": 3810 | |
| }, | |
| { | |
| "epoch": 0.48892870856265197, | |
| "grad_norm": 0.8144770264625549, | |
| "learning_rate": 1.8600682593856656e-05, | |
| "loss": 0.4939, | |
| "step": 3820 | |
| }, | |
| { | |
| "epoch": 0.49020862664789455, | |
| "grad_norm": 1.4995648860931396, | |
| "learning_rate": 1.8591202123625334e-05, | |
| "loss": 0.4912, | |
| "step": 3830 | |
| }, | |
| { | |
| "epoch": 0.4914885447331371, | |
| "grad_norm": 1.1382790803909302, | |
| "learning_rate": 1.858172165339401e-05, | |
| "loss": 0.4634, | |
| "step": 3840 | |
| }, | |
| { | |
| "epoch": 0.4927684628183796, | |
| "grad_norm": 0.8508588075637817, | |
| "learning_rate": 1.8572241183162686e-05, | |
| "loss": 0.5236, | |
| "step": 3850 | |
| }, | |
| { | |
| "epoch": 0.4940483809036222, | |
| "grad_norm": 1.2297135591506958, | |
| "learning_rate": 1.8562760712931364e-05, | |
| "loss": 0.4806, | |
| "step": 3860 | |
| }, | |
| { | |
| "epoch": 0.4953282989888647, | |
| "grad_norm": 0.863645076751709, | |
| "learning_rate": 1.855328024270004e-05, | |
| "loss": 0.4713, | |
| "step": 3870 | |
| }, | |
| { | |
| "epoch": 0.49660821707410724, | |
| "grad_norm": 1.6313464641571045, | |
| "learning_rate": 1.8543799772468716e-05, | |
| "loss": 0.4734, | |
| "step": 3880 | |
| }, | |
| { | |
| "epoch": 0.4978881351593498, | |
| "grad_norm": 3.317040205001831, | |
| "learning_rate": 1.8534319302237393e-05, | |
| "loss": 0.495, | |
| "step": 3890 | |
| }, | |
| { | |
| "epoch": 0.49916805324459235, | |
| "grad_norm": 0.8402191996574402, | |
| "learning_rate": 1.8524838832006068e-05, | |
| "loss": 0.4916, | |
| "step": 3900 | |
| }, | |
| { | |
| "epoch": 0.5004479713298349, | |
| "grad_norm": 2.1389431953430176, | |
| "learning_rate": 1.8515358361774745e-05, | |
| "loss": 0.4868, | |
| "step": 3910 | |
| }, | |
| { | |
| "epoch": 0.5017278894150774, | |
| "grad_norm": 1.6004793643951416, | |
| "learning_rate": 1.8505877891543423e-05, | |
| "loss": 0.5038, | |
| "step": 3920 | |
| }, | |
| { | |
| "epoch": 0.5030078075003199, | |
| "grad_norm": 1.4133943319320679, | |
| "learning_rate": 1.8496397421312097e-05, | |
| "loss": 0.5067, | |
| "step": 3930 | |
| }, | |
| { | |
| "epoch": 0.5042877255855626, | |
| "grad_norm": 2.345825433731079, | |
| "learning_rate": 1.8486916951080775e-05, | |
| "loss": 0.4888, | |
| "step": 3940 | |
| }, | |
| { | |
| "epoch": 0.5055676436708051, | |
| "grad_norm": 0.8149171471595764, | |
| "learning_rate": 1.8477436480849453e-05, | |
| "loss": 0.4847, | |
| "step": 3950 | |
| }, | |
| { | |
| "epoch": 0.5068475617560476, | |
| "grad_norm": 0.8076463937759399, | |
| "learning_rate": 1.846795601061813e-05, | |
| "loss": 0.4786, | |
| "step": 3960 | |
| }, | |
| { | |
| "epoch": 0.5081274798412901, | |
| "grad_norm": 0.7464845180511475, | |
| "learning_rate": 1.8458475540386805e-05, | |
| "loss": 0.5039, | |
| "step": 3970 | |
| }, | |
| { | |
| "epoch": 0.5094073979265327, | |
| "grad_norm": 0.9748256802558899, | |
| "learning_rate": 1.8448995070155482e-05, | |
| "loss": 0.4732, | |
| "step": 3980 | |
| }, | |
| { | |
| "epoch": 0.5106873160117752, | |
| "grad_norm": 1.2856113910675049, | |
| "learning_rate": 1.8439514599924156e-05, | |
| "loss": 0.4914, | |
| "step": 3990 | |
| }, | |
| { | |
| "epoch": 0.5119672340970178, | |
| "grad_norm": 0.9492047429084778, | |
| "learning_rate": 1.8430034129692834e-05, | |
| "loss": 0.5132, | |
| "step": 4000 | |
| }, | |
| { | |
| "epoch": 0.5119672340970178, | |
| "eval_accuracy": 0.79022, | |
| "eval_loss": 0.44629669189453125, | |
| "eval_macro_f1": 0.7899137546751205, | |
| "eval_precision": 0.7975042104934613, | |
| "eval_recall": 0.7936668066341269, | |
| "eval_runtime": 705.8506, | |
| "eval_samples_per_second": 141.673, | |
| "eval_steps_per_second": 1.108, | |
| "step": 4000 | |
| } | |
| ], | |
| "logging_steps": 10, | |
| "max_steps": 23439, | |
| "num_input_tokens_seen": 0, | |
| "num_train_epochs": 3, | |
| "save_steps": 200, | |
| "stateful_callbacks": { | |
| "EarlyStoppingCallback": { | |
| "args": { | |
| "early_stopping_patience": 3, | |
| "early_stopping_threshold": 0.0 | |
| }, | |
| "attributes": { | |
| "early_stopping_patience_counter": 0 | |
| } | |
| }, | |
| "TrainerControl": { | |
| "args": { | |
| "should_epoch_stop": false, | |
| "should_evaluate": false, | |
| "should_log": false, | |
| "should_save": true, | |
| "should_training_stop": false | |
| }, | |
| "attributes": {} | |
| } | |
| }, | |
| "total_flos": 6.735643017216e+16, | |
| "train_batch_size": 64, | |
| "trial_name": null, | |
| "trial_params": null | |
| } | |