| { |
| "best_metric": 0.038164205849170685, |
| "best_model_checkpoint": "swiss_citation_extraction/original/microsoft/Multilingual-MiniLM-L12-H384/seed_2/checkpoint-12672", |
| "epoch": 23.0, |
| "global_step": 16192, |
| "is_hyper_param_search": false, |
| "is_local_process_zero": true, |
| "is_world_process_zero": true, |
| "log_history": [ |
| { |
| "epoch": 1.0, |
| "learning_rate": 9.800000000000001e-06, |
| "loss": 0.4621, |
| "step": 704 |
| }, |
| { |
| "epoch": 1.0, |
| "eval_CITATION_f1": 0.9656679647142971, |
| "eval_CITATION_precision": 0.9683614918712146, |
| "eval_CITATION_recall": 0.9629893802504359, |
| "eval_LAW_f1": 0.8924282681945703, |
| "eval_LAW_precision": 0.8161431325170364, |
| "eval_LAW_recall": 0.9844445899921405, |
| "eval_accuracy_normalized": 0.9826788171520043, |
| "eval_loss": 0.22096700966358185, |
| "eval_macro-f1": 0.9328819776713801, |
| "eval_macro-precision": 0.9737169851212881, |
| "eval_macro-recall": 0.8988391632624153, |
| "eval_micro-f1": 0.9176521739130435, |
| "eval_micro-precision": 0.9781712008156833, |
| "eval_micro-recall": 0.8641853990091307, |
| "eval_runtime": 183.4312, |
| "eval_samples_per_second": 69.427, |
| "eval_steps_per_second": 0.545, |
| "eval_weighted-f1": 0.9165196950110328, |
| "eval_weighted-precision": 0.9789422067379471, |
| "eval_weighted-recall": 0.8641853990091307, |
| "step": 704 |
| }, |
| { |
| "epoch": 2.0, |
| "learning_rate": 9.600000000000001e-06, |
| "loss": 0.1514, |
| "step": 1408 |
| }, |
| { |
| "epoch": 2.0, |
| "eval_CITATION_f1": 0.967408173823073, |
| "eval_CITATION_precision": 0.9715450403644793, |
| "eval_CITATION_recall": 0.9633063877001109, |
| "eval_LAW_f1": 0.9143357699510664, |
| "eval_LAW_precision": 0.8484695593676421, |
| "eval_LAW_recall": 0.9912889703955986, |
| "eval_accuracy_normalized": 0.9859679337789155, |
| "eval_loss": 0.12093725800514221, |
| "eval_macro-f1": 0.9415014323169688, |
| "eval_macro-precision": 0.9772976790478547, |
| "eval_macro-recall": 0.9111432819443076, |
| "eval_micro-f1": 0.9296999978086035, |
| "eval_micro-precision": 0.9831070120962135, |
| "eval_micro-recall": 0.881796641170602, |
| "eval_runtime": 182.5229, |
| "eval_samples_per_second": 69.772, |
| "eval_steps_per_second": 0.548, |
| "eval_weighted-f1": 0.9288920564740497, |
| "eval_weighted-precision": 0.9840176399820014, |
| "eval_weighted-recall": 0.881796641170602, |
| "step": 1408 |
| }, |
| { |
| "epoch": 3.0, |
| "learning_rate": 9.4e-06, |
| "loss": 0.0915, |
| "step": 2112 |
| }, |
| { |
| "epoch": 3.0, |
| "eval_CITATION_f1": 0.967600700525394, |
| "eval_CITATION_precision": 0.9719334719334719, |
| "eval_CITATION_recall": 0.9633063877001109, |
| "eval_LAW_f1": 0.9151176825588413, |
| "eval_LAW_precision": 0.8484500895255148, |
| "eval_LAW_recall": 0.9931556195965417, |
| "eval_accuracy_normalized": 0.9861328466436042, |
| "eval_loss": 0.08684782683849335, |
| "eval_macro-f1": 0.941871559216277, |
| "eval_macro-precision": 0.9782310036483264, |
| "eval_macro-recall": 0.9110962962834105, |
| "eval_micro-f1": 0.9302254289061389, |
| "eval_micro-precision": 0.9844278630022709, |
| "eval_micro-recall": 0.8816802606728514, |
| "eval_runtime": 182.8851, |
| "eval_samples_per_second": 69.634, |
| "eval_steps_per_second": 0.547, |
| "eval_weighted-f1": 0.9294201322268216, |
| "eval_weighted-precision": 0.985410666040948, |
| "eval_weighted-recall": 0.8816802606728514, |
| "step": 2112 |
| }, |
| { |
| "epoch": 4.0, |
| "learning_rate": 9.200000000000002e-06, |
| "loss": 0.0666, |
| "step": 2816 |
| }, |
| { |
| "epoch": 4.0, |
| "eval_CITATION_f1": 0.9689891581632653, |
| "eval_CITATION_precision": 0.9747393744987971, |
| "eval_CITATION_recall": 0.9633063877001109, |
| "eval_LAW_f1": 0.9185858127034597, |
| "eval_LAW_precision": 0.854262299698668, |
| "eval_LAW_recall": 0.9933848572177102, |
| "eval_accuracy_normalized": 0.986596354625882, |
| "eval_loss": 0.06908567994832993, |
| "eval_macro-f1": 0.9441561554169013, |
| "eval_macro-precision": 0.9783456224589105, |
| "eval_macro-recall": 0.9151899141069411, |
| "eval_micro-f1": 0.9328400807938877, |
| "eval_micro-precision": 0.984590072762664, |
| "eval_micro-recall": 0.8862583955613033, |
| "eval_runtime": 182.9721, |
| "eval_samples_per_second": 69.601, |
| "eval_steps_per_second": 0.547, |
| "eval_weighted-f1": 0.9320652823900626, |
| "eval_weighted-precision": 0.9855669145232293, |
| "eval_weighted-recall": 0.8862583955613033, |
| "step": 2816 |
| }, |
| { |
| "epoch": 5.0, |
| "learning_rate": 9e-06, |
| "loss": 0.0536, |
| "step": 3520 |
| }, |
| { |
| "epoch": 5.0, |
| "eval_CITATION_f1": 0.9693755482893373, |
| "eval_CITATION_precision": 0.9755216693418941, |
| "eval_CITATION_recall": 0.9633063877001109, |
| "eval_LAW_f1": 0.9195075040511275, |
| "eval_LAW_precision": 0.8552753909001268, |
| "eval_LAW_recall": 0.9941708147760021, |
| "eval_accuracy_normalized": 0.9867220387952753, |
| "eval_loss": 0.059190474450588226, |
| "eval_macro-f1": 0.9446558923319595, |
| "eval_macro-precision": 0.9787386012380566, |
| "eval_macro-recall": 0.9157752849313606, |
| "eval_micro-f1": 0.9335309617918313, |
| "eval_micro-precision": 0.9851462205125828, |
| "eval_micro-recall": 0.887055043191587, |
| "eval_runtime": 182.5981, |
| "eval_samples_per_second": 69.743, |
| "eval_steps_per_second": 0.548, |
| "eval_weighted-f1": 0.932770084197937, |
| "eval_weighted-precision": 0.9861471971793212, |
| "eval_weighted-recall": 0.887055043191587, |
| "step": 3520 |
| }, |
| { |
| "epoch": 6.0, |
| "learning_rate": 8.8e-06, |
| "loss": 0.0458, |
| "step": 4224 |
| }, |
| { |
| "epoch": 6.0, |
| "eval_CITATION_f1": 0.9689891581632653, |
| "eval_CITATION_precision": 0.9747393744987971, |
| "eval_CITATION_recall": 0.9633063877001109, |
| "eval_LAW_f1": 0.9197133376767018, |
| "eval_LAW_precision": 0.8558014944311293, |
| "eval_LAW_recall": 0.9939415771548337, |
| "eval_accuracy_normalized": 0.9867346072122146, |
| "eval_loss": 0.05432054027915001, |
| "eval_macro-f1": 0.944648370774704, |
| "eval_macro-precision": 0.9786239824274723, |
| "eval_macro-recall": 0.915818979128866, |
| "eval_micro-f1": 0.9336130116300778, |
| "eval_micro-precision": 0.9849840107521899, |
| "eval_micro-recall": 0.8873348224537085, |
| "eval_runtime": 182.9328, |
| "eval_samples_per_second": 69.616, |
| "eval_steps_per_second": 0.547, |
| "eval_weighted-f1": 0.93286298930164, |
| "eval_weighted-precision": 0.9859705314716058, |
| "eval_weighted-recall": 0.8873348224537085, |
| "step": 4224 |
| }, |
| { |
| "epoch": 7.0, |
| "learning_rate": 8.6e-06, |
| "loss": 0.0407, |
| "step": 4928 |
| }, |
| { |
| "epoch": 7.0, |
| "eval_CITATION_f1": 0.9689505360915142, |
| "eval_CITATION_precision": 0.9746612140165183, |
| "eval_CITATION_recall": 0.9633063877001109, |
| "eval_LAW_f1": 0.9199606090447693, |
| "eval_LAW_precision": 0.8559869181538808, |
| "eval_LAW_recall": 0.9942690594707886, |
| "eval_accuracy_normalized": 0.9867467947680346, |
| "eval_loss": 0.04946836084127426, |
| "eval_macro-f1": 0.94497928086637, |
| "eval_macro-precision": 0.9787877235854497, |
| "eval_macro-recall": 0.9163274179869876, |
| "eval_micro-f1": 0.9339147052685917, |
| "eval_micro-precision": 0.9852157389813228, |
| "eval_micro-recall": 0.8876918258690887, |
| "eval_runtime": 183.49, |
| "eval_samples_per_second": 69.404, |
| "eval_steps_per_second": 0.545, |
| "eval_weighted-f1": 0.9331590580868986, |
| "eval_weighted-precision": 0.9862179243996534, |
| "eval_weighted-recall": 0.8876918258690887, |
| "step": 4928 |
| }, |
| { |
| "epoch": 8.0, |
| "learning_rate": 8.400000000000001e-06, |
| "loss": 0.0371, |
| "step": 5632 |
| }, |
| { |
| "epoch": 8.0, |
| "eval_CITATION_f1": 0.9696075303126994, |
| "eval_CITATION_precision": 0.975991649269311, |
| "eval_CITATION_recall": 0.9633063877001109, |
| "eval_LAW_f1": 0.9197064830925183, |
| "eval_LAW_precision": 0.85474844624427, |
| "eval_LAW_recall": 0.9953497511134399, |
| "eval_accuracy_normalized": 0.9866988062669936, |
| "eval_loss": 0.045815542340278625, |
| "eval_macro-f1": 0.9452922817050826, |
| "eval_macro-precision": 0.9793280694067754, |
| "eval_macro-recall": 0.9165665634793729, |
| "eval_micro-f1": 0.934054837222576, |
| "eval_micro-precision": 0.9859804421374612, |
| "eval_micro-recall": 0.8873248248248248, |
| "eval_runtime": 182.9672, |
| "eval_samples_per_second": 69.603, |
| "eval_steps_per_second": 0.547, |
| "eval_weighted-f1": 0.9332733879110633, |
| "eval_weighted-precision": 0.9870388712591779, |
| "eval_weighted-recall": 0.8873248248248248, |
| "step": 5632 |
| }, |
| { |
| "epoch": 9.0, |
| "learning_rate": 8.2e-06, |
| "loss": 0.0345, |
| "step": 6336 |
| }, |
| { |
| "epoch": 9.0, |
| "eval_CITATION_f1": 0.9796242602375184, |
| "eval_CITATION_precision": 0.9819253125248826, |
| "eval_CITATION_recall": 0.9773339673482326, |
| "eval_LAW_f1": 0.9201594688414254, |
| "eval_LAW_precision": 0.8565743798154263, |
| "eval_LAW_recall": 0.9939415771548337, |
| "eval_accuracy_normalized": 0.9868583870760111, |
| "eval_loss": 0.04324862360954285, |
| "eval_macro-f1": 0.9502039808194804, |
| "eval_macro-precision": 0.9856377722515332, |
| "eval_macro-recall": 0.9198232236455686, |
| "eval_micro-f1": 0.9369347616120818, |
| "eval_micro-precision": 0.9890856004078417, |
| "eval_micro-recall": 0.8900079235998165, |
| "eval_runtime": 182.6619, |
| "eval_samples_per_second": 69.719, |
| "eval_steps_per_second": 0.547, |
| "eval_weighted-f1": 0.9360739408863803, |
| "eval_weighted-precision": 0.9895945375388725, |
| "eval_weighted-recall": 0.8900079235998165, |
| "step": 6336 |
| }, |
| { |
| "epoch": 10.0, |
| "learning_rate": 8.000000000000001e-06, |
| "loss": 0.0326, |
| "step": 7040 |
| }, |
| { |
| "epoch": 10.0, |
| "eval_CITATION_f1": 0.98077534159517, |
| "eval_CITATION_precision": 0.9831183309444179, |
| "eval_CITATION_recall": 0.9784434934220955, |
| "eval_LAW_f1": 0.9204929588139884, |
| "eval_LAW_precision": 0.8568848248807609, |
| "eval_LAW_recall": 0.9943018077023841, |
| "eval_accuracy_normalized": 0.9868957114657098, |
| "eval_loss": 0.04360693693161011, |
| "eval_macro-f1": 0.9508766633650136, |
| "eval_macro-precision": 0.9863726505622398, |
| "eval_macro-recall": 0.9204543086360064, |
| "eval_micro-f1": 0.9373909417148626, |
| "eval_micro-precision": 0.9896649209806738, |
| "eval_micro-recall": 0.8903621239602226, |
| "eval_runtime": 182.4045, |
| "eval_samples_per_second": 69.817, |
| "eval_steps_per_second": 0.548, |
| "eval_weighted-f1": 0.9365143149914062, |
| "eval_weighted-precision": 0.9901520055290943, |
| "eval_weighted-recall": 0.8903621239602226, |
| "step": 7040 |
| }, |
| { |
| "epoch": 11.0, |
| "learning_rate": 7.800000000000002e-06, |
| "loss": 0.0312, |
| "step": 7744 |
| }, |
| { |
| "epoch": 11.0, |
| "eval_CITATION_f1": 0.9814785373608903, |
| "eval_CITATION_precision": 0.9844522404720141, |
| "eval_CITATION_recall": 0.9785227452845142, |
| "eval_LAW_f1": 0.920169278140974, |
| "eval_LAW_precision": 0.8570540532903845, |
| "eval_LAW_recall": 0.9933193607545192, |
| "eval_accuracy_normalized": 0.9868713363540699, |
| "eval_loss": 0.041282109916210175, |
| "eval_macro-f1": 0.9510066434146158, |
| "eval_macro-precision": 0.9859210530195167, |
| "eval_macro-recall": 0.9210918842900306, |
| "eval_micro-f1": 0.937299600298678, |
| "eval_micro-precision": 0.9889929091161885, |
| "eval_micro-recall": 0.8907417456275828, |
| "eval_runtime": 183.3833, |
| "eval_samples_per_second": 69.445, |
| "eval_steps_per_second": 0.545, |
| "eval_weighted-f1": 0.936407960886005, |
| "eval_weighted-precision": 0.9894474242690886, |
| "eval_weighted-recall": 0.8907417456275828, |
| "step": 7744 |
| }, |
| { |
| "epoch": 12.0, |
| "learning_rate": 7.600000000000001e-06, |
| "loss": 0.0302, |
| "step": 8448 |
| }, |
| { |
| "epoch": 12.0, |
| "eval_CITATION_f1": 0.9821840451761711, |
| "eval_CITATION_precision": 0.9857120051085568, |
| "eval_CITATION_recall": 0.9786812490093517, |
| "eval_LAW_f1": 0.9202834903231668, |
| "eval_LAW_precision": 0.8559637162657051, |
| "eval_LAW_recall": 0.9950550170290804, |
| "eval_accuracy_normalized": 0.9868378205755649, |
| "eval_loss": 0.0409509539604187, |
| "eval_macro-f1": 0.9515210413529415, |
| "eval_macro-precision": 0.986868133019216, |
| "eval_macro-recall": 0.9213572734980617, |
| "eval_micro-f1": 0.937704342483488, |
| "eval_micro-precision": 0.9902674143764193, |
| "eval_micro-recall": 0.8904400733455576, |
| "eval_runtime": 182.6717, |
| "eval_samples_per_second": 69.715, |
| "eval_steps_per_second": 0.547, |
| "eval_weighted-f1": 0.9367869766694694, |
| "eval_weighted-precision": 0.9907821159064123, |
| "eval_weighted-recall": 0.8904400733455576, |
| "step": 8448 |
| }, |
| { |
| "epoch": 13.0, |
| "learning_rate": 7.4e-06, |
| "loss": 0.0294, |
| "step": 9152 |
| }, |
| { |
| "epoch": 13.0, |
| "eval_CITATION_f1": 0.9822635806887775, |
| "eval_CITATION_precision": 0.9857918263090677, |
| "eval_CITATION_recall": 0.9787605008717705, |
| "eval_LAW_f1": 0.9207781394292636, |
| "eval_LAW_precision": 0.8561896449787437, |
| "eval_LAW_recall": 0.9959064710505633, |
| "eval_accuracy_normalized": 0.986947889439064, |
| "eval_loss": 0.039835721254348755, |
| "eval_macro-f1": 0.9517621380923427, |
| "eval_macro-precision": 0.9873334859611669, |
| "eval_macro-recall": 0.9214192450961509, |
| "eval_micro-f1": 0.9380497970823737, |
| "eval_micro-precision": 0.9908930805950781, |
| "eval_micro-recall": 0.8905573142285905, |
| "eval_runtime": 183.2667, |
| "eval_samples_per_second": 69.489, |
| "eval_steps_per_second": 0.546, |
| "eval_weighted-f1": 0.937137235367138, |
| "eval_weighted-precision": 0.9914335782136015, |
| "eval_weighted-recall": 0.8905573142285905, |
| "step": 9152 |
| }, |
| { |
| "epoch": 14.0, |
| "learning_rate": 7.2000000000000005e-06, |
| "loss": 0.0288, |
| "step": 9856 |
| }, |
| { |
| "epoch": 14.0, |
| "eval_CITATION_f1": 0.9823417117403754, |
| "eval_CITATION_precision": 0.9859492256107297, |
| "eval_CITATION_recall": 0.9787605008717705, |
| "eval_LAW_f1": 0.9209932279909707, |
| "eval_LAW_precision": 0.8569253756589891, |
| "eval_LAW_recall": 0.9954152475766309, |
| "eval_accuracy_normalized": 0.986973407134062, |
| "eval_loss": 0.03937051072716713, |
| "eval_macro-f1": 0.9518572703321915, |
| "eval_macro-precision": 0.9870878742242006, |
| "eval_macro-recall": 0.9217881303971995, |
| "eval_micro-f1": 0.9381220440903755, |
| "eval_micro-precision": 0.9905454882513788, |
| "eval_micro-recall": 0.8909685891156179, |
| "eval_runtime": 183.2841, |
| "eval_samples_per_second": 69.482, |
| "eval_steps_per_second": 0.546, |
| "eval_weighted-f1": 0.937211000059121, |
| "eval_weighted-precision": 0.9910683576452416, |
| "eval_weighted-recall": 0.8909685891156179, |
| "step": 9856 |
| }, |
| { |
| "epoch": 15.0, |
| "learning_rate": 7.000284090909092e-06, |
| "loss": 0.0282, |
| "step": 10560 |
| }, |
| { |
| "epoch": 15.0, |
| "eval_CITATION_f1": 0.9819121447028423, |
| "eval_CITATION_precision": 0.9850841509132966, |
| "eval_CITATION_recall": 0.9787605008717705, |
| "eval_LAW_f1": 0.9207796338083628, |
| "eval_LAW_precision": 0.8564586561487534, |
| "eval_LAW_recall": 0.9955462405030129, |
| "eval_accuracy_normalized": 0.9870015908568956, |
| "eval_loss": 0.039993565529584885, |
| "eval_macro-f1": 0.9517671412400261, |
| "eval_macro-precision": 0.9871533706873916, |
| "eval_macro-recall": 0.9215724095097284, |
| "eval_micro-f1": 0.9380245532040943, |
| "eval_micro-precision": 0.9906381795430319, |
| "eval_micro-recall": 0.8907177831024065, |
| "eval_runtime": 183.1632, |
| "eval_samples_per_second": 69.528, |
| "eval_steps_per_second": 0.546, |
| "eval_weighted-f1": 0.937111701553557, |
| "eval_weighted-precision": 0.9911661050067804, |
| "eval_weighted-recall": 0.8907177831024065, |
| "step": 10560 |
| }, |
| { |
| "epoch": 16.0, |
| "learning_rate": 6.800284090909092e-06, |
| "loss": 0.0278, |
| "step": 11264 |
| }, |
| { |
| "epoch": 16.0, |
| "eval_CITATION_f1": 0.9828889773179467, |
| "eval_CITATION_precision": 0.9870524296675192, |
| "eval_CITATION_recall": 0.9787605008717705, |
| "eval_LAW_f1": 0.9207239434911781, |
| "eval_LAW_precision": 0.8570662603002597, |
| "eval_LAW_recall": 0.9945965417867435, |
| "eval_accuracy_normalized": 0.9870153018571931, |
| "eval_loss": 0.03851037099957466, |
| "eval_macro-f1": 0.9520466388916144, |
| "eval_macro-precision": 0.986678521329257, |
| "eval_macro-recall": 0.9224923590174634, |
| "eval_micro-f1": 0.9381704786270355, |
| "eval_micro-precision": 0.9899661676785466, |
| "eval_micro-recall": 0.8915252822471254, |
| "eval_runtime": 183.6471, |
| "eval_samples_per_second": 69.345, |
| "eval_steps_per_second": 0.545, |
| "eval_weighted-f1": 0.937250674098129, |
| "eval_weighted-precision": 0.990462627560541, |
| "eval_weighted-recall": 0.8915252822471254, |
| "step": 11264 |
| }, |
| { |
| "epoch": 17.0, |
| "learning_rate": 6.6002840909090915e-06, |
| "loss": 0.0275, |
| "step": 11968 |
| }, |
| { |
| "epoch": 17.0, |
| "eval_CITATION_f1": 0.9827716547964827, |
| "eval_CITATION_precision": 0.9868158210147823, |
| "eval_CITATION_recall": 0.9787605008717705, |
| "eval_LAW_f1": 0.9203515684194575, |
| "eval_LAW_precision": 0.8565183054098268, |
| "eval_LAW_recall": 0.9944655488603615, |
| "eval_accuracy_normalized": 0.9869817860786881, |
| "eval_loss": 0.03849661350250244, |
| "eval_macro-f1": 0.9518505107642844, |
| "eval_macro-precision": 0.9866130248660661, |
| "eval_macro-recall": 0.9221843554847858, |
| "eval_micro-f1": 0.9379384544446518, |
| "eval_micro-precision": 0.9898734763868935, |
| "eval_micro-recall": 0.8911814407610623, |
| "eval_runtime": 182.5915, |
| "eval_samples_per_second": 69.746, |
| "eval_steps_per_second": 0.548, |
| "eval_weighted-f1": 0.9370160495313582, |
| "eval_weighted-precision": 0.990366044125977, |
| "eval_weighted-recall": 0.8911814407610623, |
| "step": 11968 |
| }, |
| { |
| "epoch": 18.0, |
| "learning_rate": 6.400568181818182e-06, |
| "loss": 0.0272, |
| "step": 12672 |
| }, |
| { |
| "epoch": 18.0, |
| "eval_CITATION_f1": 0.9828889773179467, |
| "eval_CITATION_precision": 0.9870524296675192, |
| "eval_CITATION_recall": 0.9787605008717705, |
| "eval_LAW_f1": 0.9205657006147603, |
| "eval_LAW_precision": 0.8561369909311103, |
| "eval_LAW_recall": 0.9954807440398219, |
| "eval_accuracy_normalized": 0.9869932119122694, |
| "eval_loss": 0.038164205849170685, |
| "eval_macro-f1": 0.9519616843549739, |
| "eval_macro-precision": 0.9871206224557962, |
| "eval_macro-recall": 0.9220114522283747, |
| "eval_micro-f1": 0.9380527089596453, |
| "eval_micro-precision": 0.9905918338972054, |
| "eval_micro-recall": 0.8908060348420438, |
| "eval_runtime": 182.7469, |
| "eval_samples_per_second": 69.687, |
| "eval_steps_per_second": 0.547, |
| "eval_weighted-f1": 0.9371218313775519, |
| "eval_weighted-precision": 0.9911219409633794, |
| "eval_weighted-recall": 0.8908060348420438, |
| "step": 12672 |
| }, |
| { |
| "epoch": 19.0, |
| "learning_rate": 6.200568181818183e-06, |
| "loss": 0.027, |
| "step": 13376 |
| }, |
| { |
| "epoch": 19.0, |
| "eval_CITATION_f1": 0.982810759191469, |
| "eval_CITATION_precision": 0.9868946779606841, |
| "eval_CITATION_recall": 0.9787605008717705, |
| "eval_LAW_f1": 0.9201540514313441, |
| "eval_LAW_precision": 0.8567596566523605, |
| "eval_LAW_recall": 0.9936795913020697, |
| "eval_accuracy_normalized": 0.986947889439064, |
| "eval_loss": 0.03846826031804085, |
| "eval_macro-f1": 0.9517588185840318, |
| "eval_macro-precision": 0.9862200460869202, |
| "eval_macro-recall": 0.922317690725456, |
| "eval_micro-f1": 0.9378130217028381, |
| "eval_micro-precision": 0.9893173286369745, |
| "eval_micro-recall": 0.891406021631102, |
| "eval_runtime": 184.1158, |
| "eval_samples_per_second": 69.168, |
| "eval_steps_per_second": 0.543, |
| "eval_weighted-f1": 0.9368937680506739, |
| "eval_weighted-precision": 0.9897820747141067, |
| "eval_weighted-recall": 0.891406021631102, |
| "step": 13376 |
| }, |
| { |
| "epoch": 20.0, |
| "learning_rate": 6.0005681818181824e-06, |
| "loss": 0.0266, |
| "step": 14080 |
| }, |
| { |
| "epoch": 20.0, |
| "eval_CITATION_f1": 0.982928091050181, |
| "eval_CITATION_precision": 0.9871313244344977, |
| "eval_CITATION_recall": 0.9787605008717705, |
| "eval_LAW_f1": 0.9199981821211617, |
| "eval_LAW_precision": 0.8559548978153629, |
| "eval_LAW_recall": 0.9944000523971706, |
| "eval_accuracy_normalized": 0.9869730262729426, |
| "eval_loss": 0.03889286145567894, |
| "eval_macro-f1": 0.9518160523849399, |
| "eval_macro-precision": 0.9865802766344705, |
| "eval_macro-recall": 0.9221656032832765, |
| "eval_micro-f1": 0.9378327643177853, |
| "eval_micro-precision": 0.9898271307410669, |
| "eval_micro-recall": 0.8910281816475104, |
| "eval_runtime": 183.0494, |
| "eval_samples_per_second": 69.571, |
| "eval_steps_per_second": 0.546, |
| "eval_weighted-f1": 0.936903094166417, |
| "eval_weighted-precision": 0.9903191339376443, |
| "eval_weighted-recall": 0.8910281816475104, |
| "step": 14080 |
| }, |
| { |
| "epoch": 21.0, |
| "learning_rate": 5.800568181818183e-06, |
| "loss": 0.0264, |
| "step": 14784 |
| }, |
| { |
| "epoch": 21.0, |
| "eval_CITATION_f1": 0.9821030862233535, |
| "eval_CITATION_precision": 0.9857097237745489, |
| "eval_CITATION_recall": 0.9785227452845142, |
| "eval_LAW_f1": 0.9203370820576556, |
| "eval_LAW_precision": 0.856639015856893, |
| "eval_LAW_recall": 0.9942690594707886, |
| "eval_accuracy_normalized": 0.9869707411062264, |
| "eval_loss": 0.038498904556035995, |
| "eval_macro-f1": 0.9515075473026433, |
| "eval_macro-precision": 0.9863959023776514, |
| "eval_macro-recall": 0.9216946659139149, |
| "eval_micro-f1": 0.9377305462849113, |
| "eval_micro-precision": 0.9896649209806738, |
| "eval_micro-recall": 0.890975090749781, |
| "eval_runtime": 182.7777, |
| "eval_samples_per_second": 69.675, |
| "eval_steps_per_second": 0.547, |
| "eval_weighted-f1": 0.9368225906951636, |
| "eval_weighted-precision": 0.9901555837282984, |
| "eval_weighted-recall": 0.890975090749781, |
| "step": 14784 |
| }, |
| { |
| "epoch": 22.0, |
| "learning_rate": 5.600568181818182e-06, |
| "loss": 0.0262, |
| "step": 15488 |
| }, |
| { |
| "epoch": 22.0, |
| "eval_CITATION_f1": 0.9823403070559223, |
| "eval_CITATION_precision": 0.9860268284893006, |
| "eval_CITATION_recall": 0.9786812490093517, |
| "eval_LAW_f1": 0.9201017657570342, |
| "eval_LAW_precision": 0.8557946926587413, |
| "eval_LAW_recall": 0.9948585276395074, |
| "eval_accuracy_normalized": 0.986917420549514, |
| "eval_loss": 0.040023379027843475, |
| "eval_macro-f1": 0.951632458392357, |
| "eval_macro-precision": 0.9867698883244296, |
| "eval_macro-recall": 0.9216507907951708, |
| "eval_micro-f1": 0.9377784605930252, |
| "eval_micro-precision": 0.9901283774389397, |
| "eval_micro-recall": 0.8906862336362878, |
| "eval_runtime": 182.7513, |
| "eval_samples_per_second": 69.685, |
| "eval_steps_per_second": 0.547, |
| "eval_weighted-f1": 0.9368585268788033, |
| "eval_weighted-precision": 0.9906368284989479, |
| "eval_weighted-recall": 0.8906862336362878, |
| "step": 15488 |
| }, |
| { |
| "epoch": 23.0, |
| "learning_rate": 5.400568181818182e-06, |
| "loss": 0.0259, |
| "step": 16192 |
| }, |
| { |
| "epoch": 23.0, |
| "eval_CITATION_f1": 0.9820626019170345, |
| "eval_CITATION_precision": 0.9857085828343314, |
| "eval_CITATION_recall": 0.9784434934220955, |
| "eval_LAW_f1": 0.9201865140642503, |
| "eval_LAW_precision": 0.8556506560054057, |
| "eval_LAW_recall": 0.9952515064186533, |
| "eval_accuracy_normalized": 0.9869360827443634, |
| "eval_loss": 0.03981756791472435, |
| "eval_macro-f1": 0.9515610106395767, |
| "eval_macro-precision": 0.9868474999203745, |
| "eval_macro-recall": 0.9214737971120037, |
| "eval_micro-f1": 0.9377598823877911, |
| "eval_micro-precision": 0.9903369328451592, |
| "eval_micro-recall": 0.8904840289208843, |
| "eval_runtime": 182.5734, |
| "eval_samples_per_second": 69.753, |
| "eval_steps_per_second": 0.548, |
| "eval_weighted-f1": 0.9368400401851952, |
| "eval_weighted-precision": 0.9908674773583548, |
| "eval_weighted-recall": 0.8904840289208843, |
| "step": 16192 |
| }, |
| { |
| "epoch": 23.0, |
| "step": 16192, |
| "total_flos": 1.3557575111977882e+17, |
| "train_loss": 0.05992582664188189, |
| "train_runtime": 10758.5934, |
| "train_samples_per_second": 418.74, |
| "train_steps_per_second": 3.272 |
| }, |
| { |
| "epoch": 23.0, |
| "eval_CITATION_f1": 0.9814787122684838, |
| "eval_CITATION_precision": 0.9844650624611626, |
| "eval_CITATION_recall": 0.978510425318936, |
| "eval_LAW_f1": 0.9211885809936669, |
| "eval_LAW_precision": 0.8550646934923544, |
| "eval_LAW_recall": 0.9983966169255928, |
| "eval_accuracy_normalized": 0.9905667906095162, |
| "eval_loss": 0.026775669306516647, |
| "eval_macro-f1": 0.9515974221562933, |
| "eval_macro-precision": 0.9884535211222644, |
| "eval_macro-recall": 0.9202279237061262, |
| "eval_micro-f1": 0.9429566347321088, |
| "eval_micro-precision": 0.9909403074465961, |
| "eval_micro-recall": 0.8994053033460294, |
| "eval_runtime": 1297.076, |
| "eval_samples_per_second": 69.465, |
| "eval_steps_per_second": 0.543, |
| "eval_weighted-f1": 0.9419101385291693, |
| "eval_weighted-precision": 0.9916707876514618, |
| "eval_weighted-recall": 0.8994053033460294, |
| "step": 16192 |
| } |
| ], |
| "max_steps": 35200, |
| "num_train_epochs": 50, |
| "total_flos": 1.3557575111977882e+17, |
| "trial_name": null, |
| "trial_params": null |
| } |
|
|
