| { |
| "best_metric": null, |
| "best_model_checkpoint": null, |
| "epoch": 100.0, |
| "eval_steps": 500, |
| "global_step": 9600, |
| "is_hyper_param_search": false, |
| "is_local_process_zero": true, |
| "is_world_process_zero": true, |
| "log_history": [ |
| { |
| "epoch": 1.0, |
| "grad_norm": 1.3216755390167236, |
| "learning_rate": 4.9500000000000004e-05, |
| "loss": 0.834, |
| "step": 96 |
| }, |
| { |
| "epoch": 1.0, |
| "eval_LOCATION_f1": 0.0, |
| "eval_LOCATION_number": 86, |
| "eval_LOCATION_precision": 0.0, |
| "eval_LOCATION_recall": 0.0, |
| "eval_ORGANIZATION_f1": 0.021739130434782608, |
| "eval_ORGANIZATION_number": 178, |
| "eval_ORGANIZATION_precision": 0.3333333333333333, |
| "eval_ORGANIZATION_recall": 0.011235955056179775, |
| "eval_PERSON_f1": 0.0, |
| "eval_PERSON_number": 128, |
| "eval_PERSON_precision": 0.0, |
| "eval_PERSON_recall": 0.0, |
| "eval_loss": 0.519976794719696, |
| "eval_overall_accuracy": 0.8437246963562753, |
| "eval_overall_f1": 0.009999999999999998, |
| "eval_overall_precision": 0.25, |
| "eval_overall_recall": 0.00510204081632653, |
| "eval_runtime": 0.2549, |
| "eval_samples_per_second": 666.923, |
| "eval_steps_per_second": 11.769, |
| "step": 96 |
| }, |
| { |
| "epoch": 2.0, |
| "grad_norm": 0.9635790586471558, |
| "learning_rate": 4.9e-05, |
| "loss": 0.4501, |
| "step": 192 |
| }, |
| { |
| "epoch": 2.0, |
| "eval_LOCATION_f1": 0.296875, |
| "eval_LOCATION_number": 86, |
| "eval_LOCATION_precision": 0.4523809523809524, |
| "eval_LOCATION_recall": 0.22093023255813954, |
| "eval_ORGANIZATION_f1": 0.4215686274509804, |
| "eval_ORGANIZATION_number": 178, |
| "eval_ORGANIZATION_precision": 0.3739130434782609, |
| "eval_ORGANIZATION_recall": 0.48314606741573035, |
| "eval_PERSON_f1": 0.427299703264095, |
| "eval_PERSON_number": 128, |
| "eval_PERSON_precision": 0.3444976076555024, |
| "eval_PERSON_recall": 0.5625, |
| "eval_loss": 0.30531638860702515, |
| "eval_overall_accuracy": 0.9041835357624831, |
| "eval_overall_f1": 0.4054982817869416, |
| "eval_overall_precision": 0.367983367983368, |
| "eval_overall_recall": 0.45153061224489793, |
| "eval_runtime": 0.2489, |
| "eval_samples_per_second": 683.136, |
| "eval_steps_per_second": 12.055, |
| "step": 192 |
| }, |
| { |
| "epoch": 3.0, |
| "grad_norm": 1.0305564403533936, |
| "learning_rate": 4.85e-05, |
| "loss": 0.309, |
| "step": 288 |
| }, |
| { |
| "epoch": 3.0, |
| "eval_LOCATION_f1": 0.5398773006134969, |
| "eval_LOCATION_number": 86, |
| "eval_LOCATION_precision": 0.5714285714285714, |
| "eval_LOCATION_recall": 0.5116279069767442, |
| "eval_ORGANIZATION_f1": 0.6542553191489362, |
| "eval_ORGANIZATION_number": 178, |
| "eval_ORGANIZATION_precision": 0.6212121212121212, |
| "eval_ORGANIZATION_recall": 0.6910112359550562, |
| "eval_PERSON_f1": 0.7342657342657343, |
| "eval_PERSON_number": 128, |
| "eval_PERSON_precision": 0.6645569620253164, |
| "eval_PERSON_recall": 0.8203125, |
| "eval_loss": 0.21796205639839172, |
| "eval_overall_accuracy": 0.9425101214574899, |
| "eval_overall_f1": 0.6593939393939394, |
| "eval_overall_precision": 0.628175519630485, |
| "eval_overall_recall": 0.6938775510204082, |
| "eval_runtime": 0.2479, |
| "eval_samples_per_second": 685.652, |
| "eval_steps_per_second": 12.1, |
| "step": 288 |
| }, |
| { |
| "epoch": 4.0, |
| "grad_norm": 0.8546921610832214, |
| "learning_rate": 4.8e-05, |
| "loss": 0.2169, |
| "step": 384 |
| }, |
| { |
| "epoch": 4.0, |
| "eval_LOCATION_f1": 0.7065217391304347, |
| "eval_LOCATION_number": 86, |
| "eval_LOCATION_precision": 0.6632653061224489, |
| "eval_LOCATION_recall": 0.7558139534883721, |
| "eval_ORGANIZATION_f1": 0.7457627118644068, |
| "eval_ORGANIZATION_number": 178, |
| "eval_ORGANIZATION_precision": 0.75, |
| "eval_ORGANIZATION_recall": 0.7415730337078652, |
| "eval_PERSON_f1": 0.9022556390977444, |
| "eval_PERSON_number": 128, |
| "eval_PERSON_precision": 0.8695652173913043, |
| "eval_PERSON_recall": 0.9375, |
| "eval_loss": 0.1386880725622177, |
| "eval_overall_accuracy": 0.9624831309041836, |
| "eval_overall_f1": 0.7885572139303483, |
| "eval_overall_precision": 0.7694174757281553, |
| "eval_overall_recall": 0.8086734693877551, |
| "eval_runtime": 0.2504, |
| "eval_samples_per_second": 678.834, |
| "eval_steps_per_second": 11.979, |
| "step": 384 |
| }, |
| { |
| "epoch": 5.0, |
| "grad_norm": 0.6915740966796875, |
| "learning_rate": 4.75e-05, |
| "loss": 0.145, |
| "step": 480 |
| }, |
| { |
| "epoch": 5.0, |
| "eval_LOCATION_f1": 0.7807486631016043, |
| "eval_LOCATION_number": 86, |
| "eval_LOCATION_precision": 0.7227722772277227, |
| "eval_LOCATION_recall": 0.8488372093023255, |
| "eval_ORGANIZATION_f1": 0.7819148936170214, |
| "eval_ORGANIZATION_number": 178, |
| "eval_ORGANIZATION_precision": 0.7424242424242424, |
| "eval_ORGANIZATION_recall": 0.8258426966292135, |
| "eval_PERSON_f1": 0.9389312977099238, |
| "eval_PERSON_number": 128, |
| "eval_PERSON_precision": 0.917910447761194, |
| "eval_PERSON_recall": 0.9609375, |
| "eval_loss": 0.10832899063825607, |
| "eval_overall_accuracy": 0.9670715249662618, |
| "eval_overall_f1": 0.8315151515151514, |
| "eval_overall_precision": 0.792147806004619, |
| "eval_overall_recall": 0.875, |
| "eval_runtime": 0.249, |
| "eval_samples_per_second": 682.65, |
| "eval_steps_per_second": 12.047, |
| "step": 480 |
| }, |
| { |
| "epoch": 6.0, |
| "grad_norm": 0.8912493586540222, |
| "learning_rate": 4.7e-05, |
| "loss": 0.1191, |
| "step": 576 |
| }, |
| { |
| "epoch": 6.0, |
| "eval_LOCATION_f1": 0.774869109947644, |
| "eval_LOCATION_number": 86, |
| "eval_LOCATION_precision": 0.7047619047619048, |
| "eval_LOCATION_recall": 0.8604651162790697, |
| "eval_ORGANIZATION_f1": 0.8225352112676056, |
| "eval_ORGANIZATION_number": 178, |
| "eval_ORGANIZATION_precision": 0.8248587570621468, |
| "eval_ORGANIZATION_recall": 0.8202247191011236, |
| "eval_PERSON_f1": 0.9461538461538462, |
| "eval_PERSON_number": 128, |
| "eval_PERSON_precision": 0.9318181818181818, |
| "eval_PERSON_recall": 0.9609375, |
| "eval_loss": 0.09309709072113037, |
| "eval_overall_accuracy": 0.970310391363023, |
| "eval_overall_f1": 0.8511166253101737, |
| "eval_overall_precision": 0.8285024154589372, |
| "eval_overall_recall": 0.875, |
| "eval_runtime": 0.2505, |
| "eval_samples_per_second": 678.775, |
| "eval_steps_per_second": 11.978, |
| "step": 576 |
| }, |
| { |
| "epoch": 7.0, |
| "grad_norm": 1.663607120513916, |
| "learning_rate": 4.6500000000000005e-05, |
| "loss": 0.1063, |
| "step": 672 |
| }, |
| { |
| "epoch": 7.0, |
| "eval_LOCATION_f1": 0.7938144329896906, |
| "eval_LOCATION_number": 86, |
| "eval_LOCATION_precision": 0.7129629629629629, |
| "eval_LOCATION_recall": 0.8953488372093024, |
| "eval_ORGANIZATION_f1": 0.8228882833787466, |
| "eval_ORGANIZATION_number": 178, |
| "eval_ORGANIZATION_precision": 0.798941798941799, |
| "eval_ORGANIZATION_recall": 0.848314606741573, |
| "eval_PERSON_f1": 0.9545454545454545, |
| "eval_PERSON_number": 128, |
| "eval_PERSON_precision": 0.9264705882352942, |
| "eval_PERSON_recall": 0.984375, |
| "eval_loss": 0.0903930515050888, |
| "eval_overall_accuracy": 0.9697705802968961, |
| "eval_overall_f1": 0.8581818181818182, |
| "eval_overall_precision": 0.8175519630484989, |
| "eval_overall_recall": 0.9030612244897959, |
| "eval_runtime": 0.2478, |
| "eval_samples_per_second": 686.15, |
| "eval_steps_per_second": 12.109, |
| "step": 672 |
| }, |
| { |
| "epoch": 8.0, |
| "grad_norm": 0.6487865447998047, |
| "learning_rate": 4.600000000000001e-05, |
| "loss": 0.0947, |
| "step": 768 |
| }, |
| { |
| "epoch": 8.0, |
| "eval_LOCATION_f1": 0.823529411764706, |
| "eval_LOCATION_number": 86, |
| "eval_LOCATION_precision": 0.7623762376237624, |
| "eval_LOCATION_recall": 0.8953488372093024, |
| "eval_ORGANIZATION_f1": 0.8333333333333334, |
| "eval_ORGANIZATION_number": 178, |
| "eval_ORGANIZATION_precision": 0.8241758241758241, |
| "eval_ORGANIZATION_recall": 0.8426966292134831, |
| "eval_PERSON_f1": 0.9571984435797667, |
| "eval_PERSON_number": 128, |
| "eval_PERSON_precision": 0.9534883720930233, |
| "eval_PERSON_recall": 0.9609375, |
| "eval_loss": 0.0733816996216774, |
| "eval_overall_accuracy": 0.9767881241565453, |
| "eval_overall_f1": 0.8706467661691543, |
| "eval_overall_precision": 0.8495145631067961, |
| "eval_overall_recall": 0.8928571428571429, |
| "eval_runtime": 0.2489, |
| "eval_samples_per_second": 683.133, |
| "eval_steps_per_second": 12.055, |
| "step": 768 |
| }, |
| { |
| "epoch": 9.0, |
| "grad_norm": 0.4733569920063019, |
| "learning_rate": 4.55e-05, |
| "loss": 0.085, |
| "step": 864 |
| }, |
| { |
| "epoch": 9.0, |
| "eval_LOCATION_f1": 0.8478260869565216, |
| "eval_LOCATION_number": 86, |
| "eval_LOCATION_precision": 0.7959183673469388, |
| "eval_LOCATION_recall": 0.9069767441860465, |
| "eval_ORGANIZATION_f1": 0.8657534246575344, |
| "eval_ORGANIZATION_number": 178, |
| "eval_ORGANIZATION_precision": 0.8449197860962567, |
| "eval_ORGANIZATION_recall": 0.8876404494382022, |
| "eval_PERSON_f1": 0.9575289575289575, |
| "eval_PERSON_number": 128, |
| "eval_PERSON_precision": 0.9465648854961832, |
| "eval_PERSON_recall": 0.96875, |
| "eval_loss": 0.06920091062784195, |
| "eval_overall_accuracy": 0.9789473684210527, |
| "eval_overall_f1": 0.8910891089108911, |
| "eval_overall_precision": 0.8653846153846154, |
| "eval_overall_recall": 0.9183673469387755, |
| "eval_runtime": 0.2496, |
| "eval_samples_per_second": 680.959, |
| "eval_steps_per_second": 12.017, |
| "step": 864 |
| }, |
| { |
| "epoch": 10.0, |
| "grad_norm": 1.6128334999084473, |
| "learning_rate": 4.5e-05, |
| "loss": 0.082, |
| "step": 960 |
| }, |
| { |
| "epoch": 10.0, |
| "eval_LOCATION_f1": 0.8478260869565216, |
| "eval_LOCATION_number": 86, |
| "eval_LOCATION_precision": 0.7959183673469388, |
| "eval_LOCATION_recall": 0.9069767441860465, |
| "eval_ORGANIZATION_f1": 0.8698060941828255, |
| "eval_ORGANIZATION_number": 178, |
| "eval_ORGANIZATION_precision": 0.8579234972677595, |
| "eval_ORGANIZATION_recall": 0.8820224719101124, |
| "eval_PERSON_f1": 0.9689922480620154, |
| "eval_PERSON_number": 128, |
| "eval_PERSON_precision": 0.9615384615384616, |
| "eval_PERSON_recall": 0.9765625, |
| "eval_loss": 0.06693387776613235, |
| "eval_overall_accuracy": 0.9789473684210527, |
| "eval_overall_f1": 0.8966376089663761, |
| "eval_overall_precision": 0.8759124087591241, |
| "eval_overall_recall": 0.9183673469387755, |
| "eval_runtime": 0.2492, |
| "eval_samples_per_second": 682.068, |
| "eval_steps_per_second": 12.037, |
| "step": 960 |
| }, |
| { |
| "epoch": 11.0, |
| "grad_norm": 0.9450006484985352, |
| "learning_rate": 4.4500000000000004e-05, |
| "loss": 0.0769, |
| "step": 1056 |
| }, |
| { |
| "epoch": 11.0, |
| "eval_LOCATION_f1": 0.8756756756756757, |
| "eval_LOCATION_number": 86, |
| "eval_LOCATION_precision": 0.8181818181818182, |
| "eval_LOCATION_recall": 0.9418604651162791, |
| "eval_ORGANIZATION_f1": 0.8736263736263736, |
| "eval_ORGANIZATION_number": 178, |
| "eval_ORGANIZATION_precision": 0.8548387096774194, |
| "eval_ORGANIZATION_recall": 0.8932584269662921, |
| "eval_PERSON_f1": 0.9649805447470817, |
| "eval_PERSON_number": 128, |
| "eval_PERSON_precision": 0.9612403100775194, |
| "eval_PERSON_recall": 0.96875, |
| "eval_loss": 0.06316138803958893, |
| "eval_overall_accuracy": 0.9802968960863697, |
| "eval_overall_f1": 0.9032258064516129, |
| "eval_overall_precision": 0.8792270531400966, |
| "eval_overall_recall": 0.9285714285714286, |
| "eval_runtime": 0.2482, |
| "eval_samples_per_second": 684.998, |
| "eval_steps_per_second": 12.088, |
| "step": 1056 |
| }, |
| { |
| "epoch": 12.0, |
| "grad_norm": 1.495387315750122, |
| "learning_rate": 4.4000000000000006e-05, |
| "loss": 0.0749, |
| "step": 1152 |
| }, |
| { |
| "epoch": 12.0, |
| "eval_LOCATION_f1": 0.8839779005524862, |
| "eval_LOCATION_number": 86, |
| "eval_LOCATION_precision": 0.8421052631578947, |
| "eval_LOCATION_recall": 0.9302325581395349, |
| "eval_ORGANIZATION_f1": 0.893150684931507, |
| "eval_ORGANIZATION_number": 178, |
| "eval_ORGANIZATION_precision": 0.8716577540106952, |
| "eval_ORGANIZATION_recall": 0.9157303370786517, |
| "eval_PERSON_f1": 0.9727626459143969, |
| "eval_PERSON_number": 128, |
| "eval_PERSON_precision": 0.9689922480620154, |
| "eval_PERSON_recall": 0.9765625, |
| "eval_loss": 0.060925450176000595, |
| "eval_overall_accuracy": 0.9819163292847504, |
| "eval_overall_f1": 0.916562889165629, |
| "eval_overall_precision": 0.8953771289537713, |
| "eval_overall_recall": 0.9387755102040817, |
| "eval_runtime": 0.2515, |
| "eval_samples_per_second": 675.817, |
| "eval_steps_per_second": 11.926, |
| "step": 1152 |
| }, |
| { |
| "epoch": 13.0, |
| "grad_norm": 1.075753092765808, |
| "learning_rate": 4.35e-05, |
| "loss": 0.0648, |
| "step": 1248 |
| }, |
| { |
| "epoch": 13.0, |
| "eval_LOCATION_f1": 0.8729281767955801, |
| "eval_LOCATION_number": 86, |
| "eval_LOCATION_precision": 0.8315789473684211, |
| "eval_LOCATION_recall": 0.9186046511627907, |
| "eval_ORGANIZATION_f1": 0.8833333333333334, |
| "eval_ORGANIZATION_number": 178, |
| "eval_ORGANIZATION_precision": 0.8736263736263736, |
| "eval_ORGANIZATION_recall": 0.8932584269662921, |
| "eval_PERSON_f1": 0.9649805447470817, |
| "eval_PERSON_number": 128, |
| "eval_PERSON_precision": 0.9612403100775194, |
| "eval_PERSON_recall": 0.96875, |
| "eval_loss": 0.05693093314766884, |
| "eval_overall_accuracy": 0.9811066126855601, |
| "eval_overall_f1": 0.9072681704260652, |
| "eval_overall_precision": 0.8916256157635468, |
| "eval_overall_recall": 0.923469387755102, |
| "eval_runtime": 0.2481, |
| "eval_samples_per_second": 685.172, |
| "eval_steps_per_second": 12.091, |
| "step": 1248 |
| }, |
| { |
| "epoch": 14.0, |
| "grad_norm": 0.4505135715007782, |
| "learning_rate": 4.3e-05, |
| "loss": 0.0639, |
| "step": 1344 |
| }, |
| { |
| "epoch": 14.0, |
| "eval_LOCATION_f1": 0.861878453038674, |
| "eval_LOCATION_number": 86, |
| "eval_LOCATION_precision": 0.8210526315789474, |
| "eval_LOCATION_recall": 0.9069767441860465, |
| "eval_ORGANIZATION_f1": 0.8857142857142857, |
| "eval_ORGANIZATION_number": 178, |
| "eval_ORGANIZATION_precision": 0.9011627906976745, |
| "eval_ORGANIZATION_recall": 0.8707865168539326, |
| "eval_PERSON_f1": 0.9649805447470817, |
| "eval_PERSON_number": 128, |
| "eval_PERSON_precision": 0.9612403100775194, |
| "eval_PERSON_recall": 0.96875, |
| "eval_loss": 0.059763651341199875, |
| "eval_overall_accuracy": 0.9811066126855601, |
| "eval_overall_f1": 0.9060913705583755, |
| "eval_overall_precision": 0.9015151515151515, |
| "eval_overall_recall": 0.9107142857142857, |
| "eval_runtime": 0.2484, |
| "eval_samples_per_second": 684.333, |
| "eval_steps_per_second": 12.076, |
| "step": 1344 |
| }, |
| { |
| "epoch": 15.0, |
| "grad_norm": 0.8750821352005005, |
| "learning_rate": 4.25e-05, |
| "loss": 0.0627, |
| "step": 1440 |
| }, |
| { |
| "epoch": 15.0, |
| "eval_LOCATION_f1": 0.88268156424581, |
| "eval_LOCATION_number": 86, |
| "eval_LOCATION_precision": 0.8494623655913979, |
| "eval_LOCATION_recall": 0.9186046511627907, |
| "eval_ORGANIZATION_f1": 0.8925619834710743, |
| "eval_ORGANIZATION_number": 178, |
| "eval_ORGANIZATION_precision": 0.8756756756756757, |
| "eval_ORGANIZATION_recall": 0.9101123595505618, |
| "eval_PERSON_f1": 0.9803921568627452, |
| "eval_PERSON_number": 128, |
| "eval_PERSON_precision": 0.984251968503937, |
| "eval_PERSON_recall": 0.9765625, |
| "eval_loss": 0.053729888051748276, |
| "eval_overall_accuracy": 0.9819163292847504, |
| "eval_overall_f1": 0.918444165621079, |
| "eval_overall_precision": 0.9037037037037037, |
| "eval_overall_recall": 0.9336734693877551, |
| "eval_runtime": 0.2499, |
| "eval_samples_per_second": 680.353, |
| "eval_steps_per_second": 12.006, |
| "step": 1440 |
| }, |
| { |
| "epoch": 16.0, |
| "grad_norm": 0.6922814846038818, |
| "learning_rate": 4.2e-05, |
| "loss": 0.0567, |
| "step": 1536 |
| }, |
| { |
| "epoch": 16.0, |
| "eval_LOCATION_f1": 0.8743169398907104, |
| "eval_LOCATION_number": 86, |
| "eval_LOCATION_precision": 0.8247422680412371, |
| "eval_LOCATION_recall": 0.9302325581395349, |
| "eval_ORGANIZATION_f1": 0.8846153846153846, |
| "eval_ORGANIZATION_number": 178, |
| "eval_ORGANIZATION_precision": 0.8655913978494624, |
| "eval_ORGANIZATION_recall": 0.9044943820224719, |
| "eval_PERSON_f1": 0.9689922480620154, |
| "eval_PERSON_number": 128, |
| "eval_PERSON_precision": 0.9615384615384616, |
| "eval_PERSON_recall": 0.9765625, |
| "eval_loss": 0.05485454946756363, |
| "eval_overall_accuracy": 0.9792172739541161, |
| "eval_overall_f1": 0.9093167701863355, |
| "eval_overall_precision": 0.8861985472154964, |
| "eval_overall_recall": 0.9336734693877551, |
| "eval_runtime": 0.2493, |
| "eval_samples_per_second": 681.966, |
| "eval_steps_per_second": 12.035, |
| "step": 1536 |
| }, |
| { |
| "epoch": 17.0, |
| "grad_norm": 0.5154015421867371, |
| "learning_rate": 4.15e-05, |
| "loss": 0.0546, |
| "step": 1632 |
| }, |
| { |
| "epoch": 17.0, |
| "eval_LOCATION_f1": 0.898876404494382, |
| "eval_LOCATION_number": 86, |
| "eval_LOCATION_precision": 0.8695652173913043, |
| "eval_LOCATION_recall": 0.9302325581395349, |
| "eval_ORGANIZATION_f1": 0.8925619834710743, |
| "eval_ORGANIZATION_number": 178, |
| "eval_ORGANIZATION_precision": 0.8756756756756757, |
| "eval_ORGANIZATION_recall": 0.9101123595505618, |
| "eval_PERSON_f1": 0.9803921568627452, |
| "eval_PERSON_number": 128, |
| "eval_PERSON_precision": 0.984251968503937, |
| "eval_PERSON_recall": 0.9765625, |
| "eval_loss": 0.05112185701727867, |
| "eval_overall_accuracy": 0.982995951417004, |
| "eval_overall_f1": 0.922110552763819, |
| "eval_overall_precision": 0.9084158415841584, |
| "eval_overall_recall": 0.9362244897959183, |
| "eval_runtime": 0.2487, |
| "eval_samples_per_second": 683.494, |
| "eval_steps_per_second": 12.062, |
| "step": 1632 |
| }, |
| { |
| "epoch": 18.0, |
| "grad_norm": 0.3619915544986725, |
| "learning_rate": 4.1e-05, |
| "loss": 0.0527, |
| "step": 1728 |
| }, |
| { |
| "epoch": 18.0, |
| "eval_LOCATION_f1": 0.8961748633879781, |
| "eval_LOCATION_number": 86, |
| "eval_LOCATION_precision": 0.845360824742268, |
| "eval_LOCATION_recall": 0.9534883720930233, |
| "eval_ORGANIZATION_f1": 0.895184135977337, |
| "eval_ORGANIZATION_number": 178, |
| "eval_ORGANIZATION_precision": 0.9028571428571428, |
| "eval_ORGANIZATION_recall": 0.8876404494382022, |
| "eval_PERSON_f1": 0.96875, |
| "eval_PERSON_number": 128, |
| "eval_PERSON_precision": 0.96875, |
| "eval_PERSON_recall": 0.96875, |
| "eval_loss": 0.05289569869637489, |
| "eval_overall_accuracy": 0.9827260458839406, |
| "eval_overall_f1": 0.9191919191919193, |
| "eval_overall_precision": 0.91, |
| "eval_overall_recall": 0.9285714285714286, |
| "eval_runtime": 0.2488, |
| "eval_samples_per_second": 683.361, |
| "eval_steps_per_second": 12.059, |
| "step": 1728 |
| }, |
| { |
| "epoch": 19.0, |
| "grad_norm": 0.6516693234443665, |
| "learning_rate": 4.05e-05, |
| "loss": 0.0492, |
| "step": 1824 |
| }, |
| { |
| "epoch": 19.0, |
| "eval_LOCATION_f1": 0.893854748603352, |
| "eval_LOCATION_number": 86, |
| "eval_LOCATION_precision": 0.8602150537634409, |
| "eval_LOCATION_recall": 0.9302325581395349, |
| "eval_ORGANIZATION_f1": 0.8926553672316383, |
| "eval_ORGANIZATION_number": 178, |
| "eval_ORGANIZATION_precision": 0.8977272727272727, |
| "eval_ORGANIZATION_recall": 0.8876404494382022, |
| "eval_PERSON_f1": 0.96875, |
| "eval_PERSON_number": 128, |
| "eval_PERSON_precision": 0.96875, |
| "eval_PERSON_recall": 0.96875, |
| "eval_loss": 0.05347622185945511, |
| "eval_overall_accuracy": 0.9821862348178138, |
| "eval_overall_f1": 0.917617237008872, |
| "eval_overall_precision": 0.9118387909319899, |
| "eval_overall_recall": 0.923469387755102, |
| "eval_runtime": 0.2479, |
| "eval_samples_per_second": 685.71, |
| "eval_steps_per_second": 12.101, |
| "step": 1824 |
| }, |
| { |
| "epoch": 20.0, |
| "grad_norm": 0.7471908330917358, |
| "learning_rate": 4e-05, |
| "loss": 0.0474, |
| "step": 1920 |
| }, |
| { |
| "epoch": 20.0, |
| "eval_LOCATION_f1": 0.8999999999999999, |
| "eval_LOCATION_number": 86, |
| "eval_LOCATION_precision": 0.8617021276595744, |
| "eval_LOCATION_recall": 0.9418604651162791, |
| "eval_ORGANIZATION_f1": 0.913649025069638, |
| "eval_ORGANIZATION_number": 178, |
| "eval_ORGANIZATION_precision": 0.9060773480662984, |
| "eval_ORGANIZATION_recall": 0.9213483146067416, |
| "eval_PERSON_f1": 0.9803921568627452, |
| "eval_PERSON_number": 128, |
| "eval_PERSON_precision": 0.984251968503937, |
| "eval_PERSON_recall": 0.9765625, |
| "eval_loss": 0.05013725161552429, |
| "eval_overall_accuracy": 0.9827260458839406, |
| "eval_overall_f1": 0.9319899244332494, |
| "eval_overall_precision": 0.9203980099502488, |
| "eval_overall_recall": 0.9438775510204082, |
| "eval_runtime": 0.2475, |
| "eval_samples_per_second": 686.764, |
| "eval_steps_per_second": 12.119, |
| "step": 1920 |
| }, |
| { |
| "epoch": 21.0, |
| "grad_norm": 1.2585930824279785, |
| "learning_rate": 3.9500000000000005e-05, |
| "loss": 0.0447, |
| "step": 2016 |
| }, |
| { |
| "epoch": 21.0, |
| "eval_LOCATION_f1": 0.9180327868852459, |
| "eval_LOCATION_number": 86, |
| "eval_LOCATION_precision": 0.865979381443299, |
| "eval_LOCATION_recall": 0.9767441860465116, |
| "eval_ORGANIZATION_f1": 0.9044943820224719, |
| "eval_ORGANIZATION_number": 178, |
| "eval_ORGANIZATION_precision": 0.9044943820224719, |
| "eval_ORGANIZATION_recall": 0.9044943820224719, |
| "eval_PERSON_f1": 0.9803921568627452, |
| "eval_PERSON_number": 128, |
| "eval_PERSON_precision": 0.984251968503937, |
| "eval_PERSON_recall": 0.9765625, |
| "eval_loss": 0.05279025062918663, |
| "eval_overall_accuracy": 0.9835357624831309, |
| "eval_overall_f1": 0.9319899244332494, |
| "eval_overall_precision": 0.9203980099502488, |
| "eval_overall_recall": 0.9438775510204082, |
| "eval_runtime": 0.249, |
| "eval_samples_per_second": 682.769, |
| "eval_steps_per_second": 12.049, |
| "step": 2016 |
| }, |
| { |
| "epoch": 22.0, |
| "grad_norm": 0.8391615748405457, |
| "learning_rate": 3.9000000000000006e-05, |
| "loss": 0.0453, |
| "step": 2112 |
| }, |
| { |
| "epoch": 22.0, |
| "eval_LOCATION_f1": 0.8829787234042553, |
| "eval_LOCATION_number": 86, |
| "eval_LOCATION_precision": 0.8137254901960784, |
| "eval_LOCATION_recall": 0.9651162790697675, |
| "eval_ORGANIZATION_f1": 0.9106145251396648, |
| "eval_ORGANIZATION_number": 178, |
| "eval_ORGANIZATION_precision": 0.9055555555555556, |
| "eval_ORGANIZATION_recall": 0.9157303370786517, |
| "eval_PERSON_f1": 0.9803921568627452, |
| "eval_PERSON_number": 128, |
| "eval_PERSON_precision": 0.984251968503937, |
| "eval_PERSON_recall": 0.9765625, |
| "eval_loss": 0.05221620574593544, |
| "eval_overall_accuracy": 0.9819163292847504, |
| "eval_overall_f1": 0.9263420724094882, |
| "eval_overall_precision": 0.9070904645476773, |
| "eval_overall_recall": 0.9464285714285714, |
| "eval_runtime": 0.2432, |
| "eval_samples_per_second": 699.149, |
| "eval_steps_per_second": 12.338, |
| "step": 2112 |
| }, |
| { |
| "epoch": 23.0, |
| "grad_norm": 0.5329034924507141, |
| "learning_rate": 3.85e-05, |
| "loss": 0.039, |
| "step": 2208 |
| }, |
| { |
| "epoch": 23.0, |
| "eval_LOCATION_f1": 0.8972972972972972, |
| "eval_LOCATION_number": 86, |
| "eval_LOCATION_precision": 0.8383838383838383, |
| "eval_LOCATION_recall": 0.9651162790697675, |
| "eval_ORGANIZATION_f1": 0.9121813031161473, |
| "eval_ORGANIZATION_number": 178, |
| "eval_ORGANIZATION_precision": 0.92, |
| "eval_ORGANIZATION_recall": 0.9044943820224719, |
| "eval_PERSON_f1": 0.9765625, |
| "eval_PERSON_number": 128, |
| "eval_PERSON_precision": 0.9765625, |
| "eval_PERSON_recall": 0.9765625, |
| "eval_loss": 0.04938729107379913, |
| "eval_overall_accuracy": 0.9835357624831309, |
| "eval_overall_f1": 0.929471032745592, |
| "eval_overall_precision": 0.917910447761194, |
| "eval_overall_recall": 0.9413265306122449, |
| "eval_runtime": 0.2488, |
| "eval_samples_per_second": 683.379, |
| "eval_steps_per_second": 12.06, |
| "step": 2208 |
| }, |
| { |
| "epoch": 24.0, |
| "grad_norm": 0.5503416657447815, |
| "learning_rate": 3.8e-05, |
| "loss": 0.0414, |
| "step": 2304 |
| }, |
| { |
| "epoch": 24.0, |
| "eval_LOCATION_f1": 0.8924731182795699, |
| "eval_LOCATION_number": 86, |
| "eval_LOCATION_precision": 0.83, |
| "eval_LOCATION_recall": 0.9651162790697675, |
| "eval_ORGANIZATION_f1": 0.906515580736544, |
| "eval_ORGANIZATION_number": 178, |
| "eval_ORGANIZATION_precision": 0.9142857142857143, |
| "eval_ORGANIZATION_recall": 0.898876404494382, |
| "eval_PERSON_f1": 0.9765625, |
| "eval_PERSON_number": 128, |
| "eval_PERSON_precision": 0.9765625, |
| "eval_PERSON_recall": 0.9765625, |
| "eval_loss": 0.0536591075360775, |
| "eval_overall_accuracy": 0.9819163292847504, |
| "eval_overall_f1": 0.9257861635220126, |
| "eval_overall_precision": 0.913151364764268, |
| "eval_overall_recall": 0.9387755102040817, |
| "eval_runtime": 0.2492, |
| "eval_samples_per_second": 682.167, |
| "eval_steps_per_second": 12.038, |
| "step": 2304 |
| }, |
| { |
| "epoch": 25.0, |
| "grad_norm": 0.6665748953819275, |
| "learning_rate": 3.7500000000000003e-05, |
| "loss": 0.038, |
| "step": 2400 |
| }, |
| { |
| "epoch": 25.0, |
| "eval_LOCATION_f1": 0.9060773480662985, |
| "eval_LOCATION_number": 86, |
| "eval_LOCATION_precision": 0.8631578947368421, |
| "eval_LOCATION_recall": 0.9534883720930233, |
| "eval_ORGANIZATION_f1": 0.905982905982906, |
| "eval_ORGANIZATION_number": 178, |
| "eval_ORGANIZATION_precision": 0.9190751445086706, |
| "eval_ORGANIZATION_recall": 0.8932584269662921, |
| "eval_PERSON_f1": 0.9803921568627452, |
| "eval_PERSON_number": 128, |
| "eval_PERSON_precision": 0.984251968503937, |
| "eval_PERSON_recall": 0.9765625, |
| "eval_loss": 0.05137418955564499, |
| "eval_overall_accuracy": 0.9838056680161943, |
| "eval_overall_f1": 0.9301143583227446, |
| "eval_overall_precision": 0.9265822784810127, |
| "eval_overall_recall": 0.9336734693877551, |
| "eval_runtime": 0.2487, |
| "eval_samples_per_second": 683.558, |
| "eval_steps_per_second": 12.063, |
| "step": 2400 |
| }, |
| { |
| "epoch": 26.0, |
| "grad_norm": 0.4098527729511261, |
| "learning_rate": 3.7e-05, |
| "loss": 0.038, |
| "step": 2496 |
| }, |
| { |
| "epoch": 26.0, |
| "eval_LOCATION_f1": 0.923076923076923, |
| "eval_LOCATION_number": 86, |
| "eval_LOCATION_precision": 0.875, |
| "eval_LOCATION_recall": 0.9767441860465116, |
| "eval_ORGANIZATION_f1": 0.9085714285714286, |
| "eval_ORGANIZATION_number": 178, |
| "eval_ORGANIZATION_precision": 0.9244186046511628, |
| "eval_ORGANIZATION_recall": 0.8932584269662921, |
| "eval_PERSON_f1": 0.9765625, |
| "eval_PERSON_number": 128, |
| "eval_PERSON_precision": 0.9765625, |
| "eval_PERSON_recall": 0.9765625, |
| "eval_loss": 0.0504906140267849, |
| "eval_overall_accuracy": 0.9832658569500675, |
| "eval_overall_f1": 0.934010152284264, |
| "eval_overall_precision": 0.9292929292929293, |
| "eval_overall_recall": 0.9387755102040817, |
| "eval_runtime": 0.2488, |
| "eval_samples_per_second": 683.359, |
| "eval_steps_per_second": 12.059, |
| "step": 2496 |
| }, |
| { |
| "epoch": 27.0, |
| "grad_norm": 0.31108349561691284, |
| "learning_rate": 3.65e-05, |
| "loss": 0.037, |
| "step": 2592 |
| }, |
| { |
| "epoch": 27.0, |
| "eval_LOCATION_f1": 0.9021739130434784, |
| "eval_LOCATION_number": 86, |
| "eval_LOCATION_precision": 0.8469387755102041, |
| "eval_LOCATION_recall": 0.9651162790697675, |
| "eval_ORGANIZATION_f1": 0.9090909090909091, |
| "eval_ORGANIZATION_number": 178, |
| "eval_ORGANIZATION_precision": 0.9195402298850575, |
| "eval_ORGANIZATION_recall": 0.898876404494382, |
| "eval_PERSON_f1": 0.9803921568627452, |
| "eval_PERSON_number": 128, |
| "eval_PERSON_precision": 0.984251968503937, |
| "eval_PERSON_recall": 0.9765625, |
| "eval_loss": 0.05084557086229324, |
| "eval_overall_accuracy": 0.9824561403508771, |
| "eval_overall_f1": 0.9304677623261693, |
| "eval_overall_precision": 0.9223057644110275, |
| "eval_overall_recall": 0.9387755102040817, |
| "eval_runtime": 0.2486, |
| "eval_samples_per_second": 683.936, |
| "eval_steps_per_second": 12.069, |
| "step": 2592 |
| }, |
| { |
| "epoch": 28.0, |
| "grad_norm": 1.1318433284759521, |
| "learning_rate": 3.6e-05, |
| "loss": 0.0375, |
| "step": 2688 |
| }, |
| { |
| "epoch": 28.0, |
| "eval_LOCATION_f1": 0.923076923076923, |
| "eval_LOCATION_number": 86, |
| "eval_LOCATION_precision": 0.875, |
| "eval_LOCATION_recall": 0.9767441860465116, |
| "eval_ORGANIZATION_f1": 0.9101123595505618, |
| "eval_ORGANIZATION_number": 178, |
| "eval_ORGANIZATION_precision": 0.9101123595505618, |
| "eval_ORGANIZATION_recall": 0.9101123595505618, |
| "eval_PERSON_f1": 0.9803921568627452, |
| "eval_PERSON_number": 128, |
| "eval_PERSON_precision": 0.984251968503937, |
| "eval_PERSON_recall": 0.9765625, |
| "eval_loss": 0.04823584854602814, |
| "eval_overall_accuracy": 0.9840755735492578, |
| "eval_overall_f1": 0.935687263556116, |
| "eval_overall_precision": 0.9251870324189526, |
| "eval_overall_recall": 0.9464285714285714, |
| "eval_runtime": 0.2491, |
| "eval_samples_per_second": 682.405, |
| "eval_steps_per_second": 12.042, |
| "step": 2688 |
| }, |
| { |
| "epoch": 29.0, |
| "grad_norm": 0.8521238565444946, |
| "learning_rate": 3.55e-05, |
| "loss": 0.0342, |
| "step": 2784 |
| }, |
| { |
| "epoch": 29.0, |
| "eval_LOCATION_f1": 0.9222222222222223, |
| "eval_LOCATION_number": 86, |
| "eval_LOCATION_precision": 0.8829787234042553, |
| "eval_LOCATION_recall": 0.9651162790697675, |
| "eval_ORGANIZATION_f1": 0.9070422535211267, |
| "eval_ORGANIZATION_number": 178, |
| "eval_ORGANIZATION_precision": 0.9096045197740112, |
| "eval_ORGANIZATION_recall": 0.9044943820224719, |
| "eval_PERSON_f1": 0.9765625, |
| "eval_PERSON_number": 128, |
| "eval_PERSON_precision": 0.9765625, |
| "eval_PERSON_recall": 0.9765625, |
| "eval_loss": 0.04844392463564873, |
| "eval_overall_accuracy": 0.9832658569500675, |
| "eval_overall_f1": 0.9329962073324906, |
| "eval_overall_precision": 0.924812030075188, |
| "eval_overall_recall": 0.9413265306122449, |
| "eval_runtime": 0.248, |
| "eval_samples_per_second": 685.411, |
| "eval_steps_per_second": 12.095, |
| "step": 2784 |
| }, |
| { |
| "epoch": 30.0, |
| "grad_norm": 0.2059481143951416, |
| "learning_rate": 3.5e-05, |
| "loss": 0.0314, |
| "step": 2880 |
| }, |
| { |
| "epoch": 30.0, |
| "eval_LOCATION_f1": 0.907103825136612, |
| "eval_LOCATION_number": 86, |
| "eval_LOCATION_precision": 0.8556701030927835, |
| "eval_LOCATION_recall": 0.9651162790697675, |
| "eval_ORGANIZATION_f1": 0.9060773480662982, |
| "eval_ORGANIZATION_number": 178, |
| "eval_ORGANIZATION_precision": 0.8913043478260869, |
| "eval_ORGANIZATION_recall": 0.9213483146067416, |
| "eval_PERSON_f1": 0.980544747081712, |
| "eval_PERSON_number": 128, |
| "eval_PERSON_precision": 0.9767441860465116, |
| "eval_PERSON_recall": 0.984375, |
| "eval_loss": 0.048888128250837326, |
| "eval_overall_accuracy": 0.9840755735492578, |
| "eval_overall_f1": 0.9301745635910225, |
| "eval_overall_precision": 0.9097560975609756, |
| "eval_overall_recall": 0.951530612244898, |
| "eval_runtime": 0.2424, |
| "eval_samples_per_second": 701.435, |
| "eval_steps_per_second": 12.378, |
| "step": 2880 |
| }, |
| { |
| "epoch": 31.0, |
| "grad_norm": 0.7870827317237854, |
| "learning_rate": 3.45e-05, |
| "loss": 0.0308, |
| "step": 2976 |
| }, |
| { |
| "epoch": 31.0, |
| "eval_LOCATION_f1": 0.9180327868852459, |
| "eval_LOCATION_number": 86, |
| "eval_LOCATION_precision": 0.865979381443299, |
| "eval_LOCATION_recall": 0.9767441860465116, |
| "eval_ORGANIZATION_f1": 0.895184135977337, |
| "eval_ORGANIZATION_number": 178, |
| "eval_ORGANIZATION_precision": 0.9028571428571428, |
| "eval_ORGANIZATION_recall": 0.8876404494382022, |
| "eval_PERSON_f1": 0.9765625, |
| "eval_PERSON_number": 128, |
| "eval_PERSON_precision": 0.9765625, |
| "eval_PERSON_recall": 0.9765625, |
| "eval_loss": 0.052150849252939224, |
| "eval_overall_accuracy": 0.9824561403508771, |
| "eval_overall_f1": 0.9267676767676768, |
| "eval_overall_precision": 0.9175, |
| "eval_overall_recall": 0.9362244897959183, |
| "eval_runtime": 0.2479, |
| "eval_samples_per_second": 685.669, |
| "eval_steps_per_second": 12.1, |
| "step": 2976 |
| }, |
| { |
| "epoch": 32.0, |
| "grad_norm": 0.24624638259410858, |
| "learning_rate": 3.4000000000000007e-05, |
| "loss": 0.0284, |
| "step": 3072 |
| }, |
| { |
| "epoch": 32.0, |
| "eval_LOCATION_f1": 0.923076923076923, |
| "eval_LOCATION_number": 86, |
| "eval_LOCATION_precision": 0.875, |
| "eval_LOCATION_recall": 0.9767441860465116, |
| "eval_ORGANIZATION_f1": 0.906515580736544, |
| "eval_ORGANIZATION_number": 178, |
| "eval_ORGANIZATION_precision": 0.9142857142857143, |
| "eval_ORGANIZATION_recall": 0.898876404494382, |
| "eval_PERSON_f1": 0.9765625, |
| "eval_PERSON_number": 128, |
| "eval_PERSON_precision": 0.9765625, |
| "eval_PERSON_recall": 0.9765625, |
| "eval_loss": 0.0507497675716877, |
| "eval_overall_accuracy": 0.9832658569500675, |
| "eval_overall_f1": 0.9329962073324906, |
| "eval_overall_precision": 0.924812030075188, |
| "eval_overall_recall": 0.9413265306122449, |
| "eval_runtime": 0.2475, |
| "eval_samples_per_second": 686.866, |
| "eval_steps_per_second": 12.121, |
| "step": 3072 |
| }, |
| { |
| "epoch": 33.0, |
| "grad_norm": 0.924070417881012, |
| "learning_rate": 3.35e-05, |
| "loss": 0.029, |
| "step": 3168 |
| }, |
| { |
| "epoch": 33.0, |
| "eval_LOCATION_f1": 0.908108108108108, |
| "eval_LOCATION_number": 86, |
| "eval_LOCATION_precision": 0.8484848484848485, |
| "eval_LOCATION_recall": 0.9767441860465116, |
| "eval_ORGANIZATION_f1": 0.9002849002849002, |
| "eval_ORGANIZATION_number": 178, |
| "eval_ORGANIZATION_precision": 0.9132947976878613, |
| "eval_ORGANIZATION_recall": 0.8876404494382022, |
| "eval_PERSON_f1": 0.9765625, |
| "eval_PERSON_number": 128, |
| "eval_PERSON_precision": 0.9765625, |
| "eval_PERSON_recall": 0.9765625, |
| "eval_loss": 0.05186566710472107, |
| "eval_overall_accuracy": 0.9819163292847504, |
| "eval_overall_f1": 0.9267676767676768, |
| "eval_overall_precision": 0.9175, |
| "eval_overall_recall": 0.9362244897959183, |
| "eval_runtime": 0.2478, |
| "eval_samples_per_second": 685.956, |
| "eval_steps_per_second": 12.105, |
| "step": 3168 |
| }, |
| { |
| "epoch": 34.0, |
| "grad_norm": 0.6430802345275879, |
| "learning_rate": 3.3e-05, |
| "loss": 0.0273, |
| "step": 3264 |
| }, |
| { |
| "epoch": 34.0, |
| "eval_LOCATION_f1": 0.9180327868852459, |
| "eval_LOCATION_number": 86, |
| "eval_LOCATION_precision": 0.865979381443299, |
| "eval_LOCATION_recall": 0.9767441860465116, |
| "eval_ORGANIZATION_f1": 0.9121813031161473, |
| "eval_ORGANIZATION_number": 178, |
| "eval_ORGANIZATION_precision": 0.92, |
| "eval_ORGANIZATION_recall": 0.9044943820224719, |
| "eval_PERSON_f1": 0.9765625, |
| "eval_PERSON_number": 128, |
| "eval_PERSON_precision": 0.9765625, |
| "eval_PERSON_recall": 0.9765625, |
| "eval_loss": 0.05143400654196739, |
| "eval_overall_accuracy": 0.9827260458839406, |
| "eval_overall_f1": 0.9343434343434343, |
| "eval_overall_precision": 0.925, |
| "eval_overall_recall": 0.9438775510204082, |
| "eval_runtime": 0.2484, |
| "eval_samples_per_second": 684.477, |
| "eval_steps_per_second": 12.079, |
| "step": 3264 |
| }, |
| { |
| "epoch": 35.0, |
| "grad_norm": 0.4695442020893097, |
| "learning_rate": 3.2500000000000004e-05, |
| "loss": 0.0273, |
| "step": 3360 |
| }, |
| { |
| "epoch": 35.0, |
| "eval_LOCATION_f1": 0.9180327868852459, |
| "eval_LOCATION_number": 86, |
| "eval_LOCATION_precision": 0.865979381443299, |
| "eval_LOCATION_recall": 0.9767441860465116, |
| "eval_ORGANIZATION_f1": 0.9002849002849002, |
| "eval_ORGANIZATION_number": 178, |
| "eval_ORGANIZATION_precision": 0.9132947976878613, |
| "eval_ORGANIZATION_recall": 0.8876404494382022, |
| "eval_PERSON_f1": 0.9765625, |
| "eval_PERSON_number": 128, |
| "eval_PERSON_precision": 0.9765625, |
| "eval_PERSON_recall": 0.9765625, |
| "eval_loss": 0.05347920209169388, |
| "eval_overall_accuracy": 0.9827260458839406, |
| "eval_overall_f1": 0.929113924050633, |
| "eval_overall_precision": 0.9221105527638191, |
| "eval_overall_recall": 0.9362244897959183, |
| "eval_runtime": 0.2487, |
| "eval_samples_per_second": 683.536, |
| "eval_steps_per_second": 12.062, |
| "step": 3360 |
| }, |
| { |
| "epoch": 36.0, |
| "grad_norm": 0.5556744933128357, |
| "learning_rate": 3.2000000000000005e-05, |
| "loss": 0.0275, |
| "step": 3456 |
| }, |
| { |
| "epoch": 36.0, |
| "eval_LOCATION_f1": 0.8972972972972972, |
| "eval_LOCATION_number": 86, |
| "eval_LOCATION_precision": 0.8383838383838383, |
| "eval_LOCATION_recall": 0.9651162790697675, |
| "eval_ORGANIZATION_f1": 0.8969359331476323, |
| "eval_ORGANIZATION_number": 178, |
| "eval_ORGANIZATION_precision": 0.8895027624309392, |
| "eval_ORGANIZATION_recall": 0.9044943820224719, |
| "eval_PERSON_f1": 0.9689922480620154, |
| "eval_PERSON_number": 128, |
| "eval_PERSON_precision": 0.9615384615384616, |
| "eval_PERSON_recall": 0.9765625, |
| "eval_loss": 0.05185906961560249, |
| "eval_overall_accuracy": 0.9813765182186235, |
| "eval_overall_f1": 0.9201995012468829, |
| "eval_overall_precision": 0.9, |
| "eval_overall_recall": 0.9413265306122449, |
| "eval_runtime": 0.2481, |
| "eval_samples_per_second": 685.283, |
| "eval_steps_per_second": 12.093, |
| "step": 3456 |
| }, |
| { |
| "epoch": 37.0, |
| "grad_norm": 1.0498524904251099, |
| "learning_rate": 3.15e-05, |
| "loss": 0.0244, |
| "step": 3552 |
| }, |
| { |
| "epoch": 37.0, |
| "eval_LOCATION_f1": 0.8901098901098902, |
| "eval_LOCATION_number": 86, |
| "eval_LOCATION_precision": 0.84375, |
| "eval_LOCATION_recall": 0.9418604651162791, |
| "eval_ORGANIZATION_f1": 0.898876404494382, |
| "eval_ORGANIZATION_number": 178, |
| "eval_ORGANIZATION_precision": 0.898876404494382, |
| "eval_ORGANIZATION_recall": 0.898876404494382, |
| "eval_PERSON_f1": 0.9765625, |
| "eval_PERSON_number": 128, |
| "eval_PERSON_precision": 0.9765625, |
| "eval_PERSON_recall": 0.9765625, |
| "eval_loss": 0.05113949626684189, |
| "eval_overall_accuracy": 0.9819163292847504, |
| "eval_overall_f1": 0.9219143576826196, |
| "eval_overall_precision": 0.9104477611940298, |
| "eval_overall_recall": 0.9336734693877551, |
| "eval_runtime": 0.2483, |
| "eval_samples_per_second": 684.76, |
| "eval_steps_per_second": 12.084, |
| "step": 3552 |
| }, |
| { |
| "epoch": 38.0, |
| "grad_norm": 0.8411348462104797, |
| "learning_rate": 3.1e-05, |
| "loss": 0.0272, |
| "step": 3648 |
| }, |
| { |
| "epoch": 38.0, |
| "eval_LOCATION_f1": 0.9180327868852459, |
| "eval_LOCATION_number": 86, |
| "eval_LOCATION_precision": 0.865979381443299, |
| "eval_LOCATION_recall": 0.9767441860465116, |
| "eval_ORGANIZATION_f1": 0.895184135977337, |
| "eval_ORGANIZATION_number": 178, |
| "eval_ORGANIZATION_precision": 0.9028571428571428, |
| "eval_ORGANIZATION_recall": 0.8876404494382022, |
| "eval_PERSON_f1": 0.9765625, |
| "eval_PERSON_number": 128, |
| "eval_PERSON_precision": 0.9765625, |
| "eval_PERSON_recall": 0.9765625, |
| "eval_loss": 0.05628972873091698, |
| "eval_overall_accuracy": 0.9827260458839406, |
| "eval_overall_f1": 0.9267676767676768, |
| "eval_overall_precision": 0.9175, |
| "eval_overall_recall": 0.9362244897959183, |
| "eval_runtime": 0.2487, |
| "eval_samples_per_second": 683.481, |
| "eval_steps_per_second": 12.061, |
| "step": 3648 |
| }, |
| { |
| "epoch": 39.0, |
| "grad_norm": 0.41838157176971436, |
| "learning_rate": 3.05e-05, |
| "loss": 0.028, |
| "step": 3744 |
| }, |
| { |
| "epoch": 39.0, |
| "eval_LOCATION_f1": 0.923076923076923, |
| "eval_LOCATION_number": 86, |
| "eval_LOCATION_precision": 0.875, |
| "eval_LOCATION_recall": 0.9767441860465116, |
| "eval_ORGANIZATION_f1": 0.9101123595505618, |
| "eval_ORGANIZATION_number": 178, |
| "eval_ORGANIZATION_precision": 0.9101123595505618, |
| "eval_ORGANIZATION_recall": 0.9101123595505618, |
| "eval_PERSON_f1": 0.9765625, |
| "eval_PERSON_number": 128, |
| "eval_PERSON_precision": 0.9765625, |
| "eval_PERSON_recall": 0.9765625, |
| "eval_loss": 0.051703643053770065, |
| "eval_overall_accuracy": 0.9835357624831309, |
| "eval_overall_f1": 0.9345088161209069, |
| "eval_overall_precision": 0.9228855721393034, |
| "eval_overall_recall": 0.9464285714285714, |
| "eval_runtime": 0.2476, |
| "eval_samples_per_second": 686.565, |
| "eval_steps_per_second": 12.116, |
| "step": 3744 |
| }, |
| { |
| "epoch": 40.0, |
| "grad_norm": 0.9456387758255005, |
| "learning_rate": 3e-05, |
| "loss": 0.0236, |
| "step": 3840 |
| }, |
| { |
| "epoch": 40.0, |
| "eval_LOCATION_f1": 0.9111111111111112, |
| "eval_LOCATION_number": 86, |
| "eval_LOCATION_precision": 0.8723404255319149, |
| "eval_LOCATION_recall": 0.9534883720930233, |
| "eval_ORGANIZATION_f1": 0.9106145251396648, |
| "eval_ORGANIZATION_number": 178, |
| "eval_ORGANIZATION_precision": 0.9055555555555556, |
| "eval_ORGANIZATION_recall": 0.9157303370786517, |
| "eval_PERSON_f1": 0.9765625, |
| "eval_PERSON_number": 128, |
| "eval_PERSON_precision": 0.9765625, |
| "eval_PERSON_recall": 0.9765625, |
| "eval_loss": 0.05246607959270477, |
| "eval_overall_accuracy": 0.9832658569500675, |
| "eval_overall_f1": 0.9319899244332494, |
| "eval_overall_precision": 0.9203980099502488, |
| "eval_overall_recall": 0.9438775510204082, |
| "eval_runtime": 0.2487, |
| "eval_samples_per_second": 683.57, |
| "eval_steps_per_second": 12.063, |
| "step": 3840 |
| }, |
| { |
| "epoch": 41.0, |
| "grad_norm": 0.31706151366233826, |
| "learning_rate": 2.95e-05, |
| "loss": 0.0223, |
| "step": 3936 |
| }, |
| { |
| "epoch": 41.0, |
| "eval_LOCATION_f1": 0.9152542372881357, |
| "eval_LOCATION_number": 86, |
| "eval_LOCATION_precision": 0.8901098901098901, |
| "eval_LOCATION_recall": 0.9418604651162791, |
| "eval_ORGANIZATION_f1": 0.9157303370786517, |
| "eval_ORGANIZATION_number": 178, |
| "eval_ORGANIZATION_precision": 0.9157303370786517, |
| "eval_ORGANIZATION_recall": 0.9157303370786517, |
| "eval_PERSON_f1": 0.9765625, |
| "eval_PERSON_number": 128, |
| "eval_PERSON_precision": 0.9765625, |
| "eval_PERSON_recall": 0.9765625, |
| "eval_loss": 0.054678838700056076, |
| "eval_overall_accuracy": 0.9835357624831309, |
| "eval_overall_f1": 0.935361216730038, |
| "eval_overall_precision": 0.929471032745592, |
| "eval_overall_recall": 0.9413265306122449, |
| "eval_runtime": 0.2489, |
| "eval_samples_per_second": 682.986, |
| "eval_steps_per_second": 12.053, |
| "step": 3936 |
| }, |
| { |
| "epoch": 42.0, |
| "grad_norm": 0.6095432639122009, |
| "learning_rate": 2.9e-05, |
| "loss": 0.0228, |
| "step": 4032 |
| }, |
| { |
| "epoch": 42.0, |
| "eval_LOCATION_f1": 0.9101123595505618, |
| "eval_LOCATION_number": 86, |
| "eval_LOCATION_precision": 0.8804347826086957, |
| "eval_LOCATION_recall": 0.9418604651162791, |
| "eval_ORGANIZATION_f1": 0.9111111111111112, |
| "eval_ORGANIZATION_number": 178, |
| "eval_ORGANIZATION_precision": 0.9010989010989011, |
| "eval_ORGANIZATION_recall": 0.9213483146067416, |
| "eval_PERSON_f1": 0.9765625, |
| "eval_PERSON_number": 128, |
| "eval_PERSON_precision": 0.9765625, |
| "eval_PERSON_recall": 0.9765625, |
| "eval_loss": 0.05048713833093643, |
| "eval_overall_accuracy": 0.9840755735492578, |
| "eval_overall_f1": 0.9319899244332494, |
| "eval_overall_precision": 0.9203980099502488, |
| "eval_overall_recall": 0.9438775510204082, |
| "eval_runtime": 0.248, |
| "eval_samples_per_second": 685.563, |
| "eval_steps_per_second": 12.098, |
| "step": 4032 |
| }, |
| { |
| "epoch": 43.0, |
| "grad_norm": 0.06603565812110901, |
| "learning_rate": 2.8499999999999998e-05, |
| "loss": 0.0233, |
| "step": 4128 |
| }, |
| { |
| "epoch": 43.0, |
| "eval_LOCATION_f1": 0.9120879120879122, |
| "eval_LOCATION_number": 86, |
| "eval_LOCATION_precision": 0.8645833333333334, |
| "eval_LOCATION_recall": 0.9651162790697675, |
| "eval_ORGANIZATION_f1": 0.913649025069638, |
| "eval_ORGANIZATION_number": 178, |
| "eval_ORGANIZATION_precision": 0.9060773480662984, |
| "eval_ORGANIZATION_recall": 0.9213483146067416, |
| "eval_PERSON_f1": 0.9765625, |
| "eval_PERSON_number": 128, |
| "eval_PERSON_precision": 0.9765625, |
| "eval_PERSON_recall": 0.9765625, |
| "eval_loss": 0.0556485578417778, |
| "eval_overall_accuracy": 0.9835357624831309, |
| "eval_overall_f1": 0.9335006273525721, |
| "eval_overall_precision": 0.9185185185185185, |
| "eval_overall_recall": 0.9489795918367347, |
| "eval_runtime": 0.2479, |
| "eval_samples_per_second": 685.886, |
| "eval_steps_per_second": 12.104, |
| "step": 4128 |
| }, |
| { |
| "epoch": 44.0, |
| "grad_norm": 0.4065522253513336, |
| "learning_rate": 2.8000000000000003e-05, |
| "loss": 0.0219, |
| "step": 4224 |
| }, |
| { |
| "epoch": 44.0, |
| "eval_LOCATION_f1": 0.9130434782608695, |
| "eval_LOCATION_number": 86, |
| "eval_LOCATION_precision": 0.8571428571428571, |
| "eval_LOCATION_recall": 0.9767441860465116, |
| "eval_ORGANIZATION_f1": 0.9035812672176309, |
| "eval_ORGANIZATION_number": 178, |
| "eval_ORGANIZATION_precision": 0.8864864864864865, |
| "eval_ORGANIZATION_recall": 0.9213483146067416, |
| "eval_PERSON_f1": 0.9727626459143969, |
| "eval_PERSON_number": 128, |
| "eval_PERSON_precision": 0.9689922480620154, |
| "eval_PERSON_recall": 0.9765625, |
| "eval_loss": 0.0528954342007637, |
| "eval_overall_accuracy": 0.9835357624831309, |
| "eval_overall_f1": 0.927860696517413, |
| "eval_overall_precision": 0.9053398058252428, |
| "eval_overall_recall": 0.951530612244898, |
| "eval_runtime": 0.2489, |
| "eval_samples_per_second": 683.012, |
| "eval_steps_per_second": 12.053, |
| "step": 4224 |
| }, |
| { |
| "epoch": 45.0, |
| "grad_norm": 0.8652843832969666, |
| "learning_rate": 2.7500000000000004e-05, |
| "loss": 0.0194, |
| "step": 4320 |
| }, |
| { |
| "epoch": 45.0, |
| "eval_LOCATION_f1": 0.9180327868852459, |
| "eval_LOCATION_number": 86, |
| "eval_LOCATION_precision": 0.865979381443299, |
| "eval_LOCATION_recall": 0.9767441860465116, |
| "eval_ORGANIZATION_f1": 0.9090909090909091, |
| "eval_ORGANIZATION_number": 178, |
| "eval_ORGANIZATION_precision": 0.9195402298850575, |
| "eval_ORGANIZATION_recall": 0.898876404494382, |
| "eval_PERSON_f1": 0.9765625, |
| "eval_PERSON_number": 128, |
| "eval_PERSON_precision": 0.9765625, |
| "eval_PERSON_recall": 0.9765625, |
| "eval_loss": 0.05724570155143738, |
| "eval_overall_accuracy": 0.9819163292847504, |
| "eval_overall_f1": 0.9329962073324906, |
| "eval_overall_precision": 0.924812030075188, |
| "eval_overall_recall": 0.9413265306122449, |
| "eval_runtime": 0.248, |
| "eval_samples_per_second": 685.538, |
| "eval_steps_per_second": 12.098, |
| "step": 4320 |
| }, |
| { |
| "epoch": 46.0, |
| "grad_norm": 0.5592328906059265, |
| "learning_rate": 2.7000000000000002e-05, |
| "loss": 0.0212, |
| "step": 4416 |
| }, |
| { |
| "epoch": 46.0, |
| "eval_LOCATION_f1": 0.8961748633879781, |
| "eval_LOCATION_number": 86, |
| "eval_LOCATION_precision": 0.845360824742268, |
| "eval_LOCATION_recall": 0.9534883720930233, |
| "eval_ORGANIZATION_f1": 0.9090909090909092, |
| "eval_ORGANIZATION_number": 178, |
| "eval_ORGANIZATION_precision": 0.8918918918918919, |
| "eval_ORGANIZATION_recall": 0.9269662921348315, |
| "eval_PERSON_f1": 0.9689922480620154, |
| "eval_PERSON_number": 128, |
| "eval_PERSON_precision": 0.9615384615384616, |
| "eval_PERSON_recall": 0.9765625, |
| "eval_loss": 0.05504947155714035, |
| "eval_overall_accuracy": 0.9827260458839406, |
| "eval_overall_f1": 0.9253731343283583, |
| "eval_overall_precision": 0.9029126213592233, |
| "eval_overall_recall": 0.9489795918367347, |
| "eval_runtime": 0.248, |
| "eval_samples_per_second": 685.557, |
| "eval_steps_per_second": 12.098, |
| "step": 4416 |
| }, |
| { |
| "epoch": 47.0, |
| "grad_norm": 0.38780418038368225, |
| "learning_rate": 2.6500000000000004e-05, |
| "loss": 0.019, |
| "step": 4512 |
| }, |
| { |
| "epoch": 47.0, |
| "eval_LOCATION_f1": 0.888888888888889, |
| "eval_LOCATION_number": 86, |
| "eval_LOCATION_precision": 0.851063829787234, |
| "eval_LOCATION_recall": 0.9302325581395349, |
| "eval_ORGANIZATION_f1": 0.9116022099447514, |
| "eval_ORGANIZATION_number": 178, |
| "eval_ORGANIZATION_precision": 0.8967391304347826, |
| "eval_ORGANIZATION_recall": 0.9269662921348315, |
| "eval_PERSON_f1": 0.9727626459143969, |
| "eval_PERSON_number": 128, |
| "eval_PERSON_precision": 0.9689922480620154, |
| "eval_PERSON_recall": 0.9765625, |
| "eval_loss": 0.051470689475536346, |
| "eval_overall_accuracy": 0.9843454790823212, |
| "eval_overall_f1": 0.9261576971214017, |
| "eval_overall_precision": 0.9090909090909091, |
| "eval_overall_recall": 0.9438775510204082, |
| "eval_runtime": 0.2485, |
| "eval_samples_per_second": 684.011, |
| "eval_steps_per_second": 12.071, |
| "step": 4512 |
| }, |
| { |
| "epoch": 48.0, |
| "grad_norm": 0.4960862994194031, |
| "learning_rate": 2.6000000000000002e-05, |
| "loss": 0.0182, |
| "step": 4608 |
| }, |
| { |
| "epoch": 48.0, |
| "eval_LOCATION_f1": 0.9060773480662985, |
| "eval_LOCATION_number": 86, |
| "eval_LOCATION_precision": 0.8631578947368421, |
| "eval_LOCATION_recall": 0.9534883720930233, |
| "eval_ORGANIZATION_f1": 0.9080779944289694, |
| "eval_ORGANIZATION_number": 178, |
| "eval_ORGANIZATION_precision": 0.9005524861878453, |
| "eval_ORGANIZATION_recall": 0.9157303370786517, |
| "eval_PERSON_f1": 0.9765625, |
| "eval_PERSON_number": 128, |
| "eval_PERSON_precision": 0.9765625, |
| "eval_PERSON_recall": 0.9765625, |
| "eval_loss": 0.05240018665790558, |
| "eval_overall_accuracy": 0.9840755735492578, |
| "eval_overall_f1": 0.9296482412060302, |
| "eval_overall_precision": 0.9158415841584159, |
| "eval_overall_recall": 0.9438775510204082, |
| "eval_runtime": 0.2484, |
| "eval_samples_per_second": 684.259, |
| "eval_steps_per_second": 12.075, |
| "step": 4608 |
| }, |
| { |
| "epoch": 49.0, |
| "grad_norm": 0.2815532386302948, |
| "learning_rate": 2.5500000000000003e-05, |
| "loss": 0.0185, |
| "step": 4704 |
| }, |
| { |
| "epoch": 49.0, |
| "eval_LOCATION_f1": 0.9222222222222223, |
| "eval_LOCATION_number": 86, |
| "eval_LOCATION_precision": 0.8829787234042553, |
| "eval_LOCATION_recall": 0.9651162790697675, |
| "eval_ORGANIZATION_f1": 0.9096045197740114, |
| "eval_ORGANIZATION_number": 178, |
| "eval_ORGANIZATION_precision": 0.9147727272727273, |
| "eval_ORGANIZATION_recall": 0.9044943820224719, |
| "eval_PERSON_f1": 0.9765625, |
| "eval_PERSON_number": 128, |
| "eval_PERSON_precision": 0.9765625, |
| "eval_PERSON_recall": 0.9765625, |
| "eval_loss": 0.052264876663684845, |
| "eval_overall_accuracy": 0.9843454790823212, |
| "eval_overall_f1": 0.9341772151898734, |
| "eval_overall_precision": 0.9271356783919598, |
| "eval_overall_recall": 0.9413265306122449, |
| "eval_runtime": 0.2428, |
| "eval_samples_per_second": 700.118, |
| "eval_steps_per_second": 12.355, |
| "step": 4704 |
| }, |
| { |
| "epoch": 50.0, |
| "grad_norm": 0.5738477110862732, |
| "learning_rate": 2.5e-05, |
| "loss": 0.0181, |
| "step": 4800 |
| }, |
| { |
| "epoch": 50.0, |
| "eval_LOCATION_f1": 0.923076923076923, |
| "eval_LOCATION_number": 86, |
| "eval_LOCATION_precision": 0.875, |
| "eval_LOCATION_recall": 0.9767441860465116, |
| "eval_ORGANIZATION_f1": 0.9050279329608939, |
| "eval_ORGANIZATION_number": 178, |
| "eval_ORGANIZATION_precision": 0.9, |
| "eval_ORGANIZATION_recall": 0.9101123595505618, |
| "eval_PERSON_f1": 0.9765625, |
| "eval_PERSON_number": 128, |
| "eval_PERSON_precision": 0.9765625, |
| "eval_PERSON_recall": 0.9765625, |
| "eval_loss": 0.053917378187179565, |
| "eval_overall_accuracy": 0.9838056680161943, |
| "eval_overall_f1": 0.9321608040201005, |
| "eval_overall_precision": 0.9183168316831684, |
| "eval_overall_recall": 0.9464285714285714, |
| "eval_runtime": 0.2491, |
| "eval_samples_per_second": 682.535, |
| "eval_steps_per_second": 12.045, |
| "step": 4800 |
| }, |
| { |
| "epoch": 51.0, |
| "grad_norm": 0.5479133129119873, |
| "learning_rate": 2.45e-05, |
| "loss": 0.0181, |
| "step": 4896 |
| }, |
| { |
| "epoch": 51.0, |
| "eval_LOCATION_f1": 0.9273743016759777, |
| "eval_LOCATION_number": 86, |
| "eval_LOCATION_precision": 0.8924731182795699, |
| "eval_LOCATION_recall": 0.9651162790697675, |
| "eval_ORGANIZATION_f1": 0.9152542372881356, |
| "eval_ORGANIZATION_number": 178, |
| "eval_ORGANIZATION_precision": 0.9204545454545454, |
| "eval_ORGANIZATION_recall": 0.9101123595505618, |
| "eval_PERSON_f1": 0.9765625, |
| "eval_PERSON_number": 128, |
| "eval_PERSON_precision": 0.9765625, |
| "eval_PERSON_recall": 0.9765625, |
| "eval_loss": 0.05642145872116089, |
| "eval_overall_accuracy": 0.9840755735492578, |
| "eval_overall_f1": 0.9378960709759189, |
| "eval_overall_precision": 0.9319899244332494, |
| "eval_overall_recall": 0.9438775510204082, |
| "eval_runtime": 0.2474, |
| "eval_samples_per_second": 687.257, |
| "eval_steps_per_second": 12.128, |
| "step": 4896 |
| }, |
| { |
| "epoch": 52.0, |
| "grad_norm": 0.19654129445552826, |
| "learning_rate": 2.4e-05, |
| "loss": 0.0177, |
| "step": 4992 |
| }, |
| { |
| "epoch": 52.0, |
| "eval_LOCATION_f1": 0.9222222222222223, |
| "eval_LOCATION_number": 86, |
| "eval_LOCATION_precision": 0.8829787234042553, |
| "eval_LOCATION_recall": 0.9651162790697675, |
| "eval_ORGANIZATION_f1": 0.9235127478753541, |
| "eval_ORGANIZATION_number": 178, |
| "eval_ORGANIZATION_precision": 0.9314285714285714, |
| "eval_ORGANIZATION_recall": 0.9157303370786517, |
| "eval_PERSON_f1": 0.9765625, |
| "eval_PERSON_number": 128, |
| "eval_PERSON_precision": 0.9765625, |
| "eval_PERSON_recall": 0.9765625, |
| "eval_loss": 0.058501098304986954, |
| "eval_overall_accuracy": 0.9835357624831309, |
| "eval_overall_f1": 0.9404309252217997, |
| "eval_overall_precision": 0.9345088161209067, |
| "eval_overall_recall": 0.9464285714285714, |
| "eval_runtime": 0.248, |
| "eval_samples_per_second": 685.383, |
| "eval_steps_per_second": 12.095, |
| "step": 4992 |
| }, |
| { |
| "epoch": 53.0, |
| "grad_norm": 1.0167557001113892, |
| "learning_rate": 2.35e-05, |
| "loss": 0.0168, |
| "step": 5088 |
| }, |
| { |
| "epoch": 53.0, |
| "eval_LOCATION_f1": 0.8791208791208791, |
| "eval_LOCATION_number": 86, |
| "eval_LOCATION_precision": 0.8333333333333334, |
| "eval_LOCATION_recall": 0.9302325581395349, |
| "eval_ORGANIZATION_f1": 0.9095890410958904, |
| "eval_ORGANIZATION_number": 178, |
| "eval_ORGANIZATION_precision": 0.8877005347593583, |
| "eval_ORGANIZATION_recall": 0.9325842696629213, |
| "eval_PERSON_f1": 0.9727626459143969, |
| "eval_PERSON_number": 128, |
| "eval_PERSON_precision": 0.9689922480620154, |
| "eval_PERSON_recall": 0.9765625, |
| "eval_loss": 0.054052095860242844, |
| "eval_overall_accuracy": 0.9835357624831309, |
| "eval_overall_f1": 0.9228855721393036, |
| "eval_overall_precision": 0.9004854368932039, |
| "eval_overall_recall": 0.9464285714285714, |
| "eval_runtime": 0.248, |
| "eval_samples_per_second": 685.399, |
| "eval_steps_per_second": 12.095, |
| "step": 5088 |
| }, |
| { |
| "epoch": 54.0, |
| "grad_norm": 1.0977023839950562, |
| "learning_rate": 2.3000000000000003e-05, |
| "loss": 0.0172, |
| "step": 5184 |
| }, |
| { |
| "epoch": 54.0, |
| "eval_LOCATION_f1": 0.898876404494382, |
| "eval_LOCATION_number": 86, |
| "eval_LOCATION_precision": 0.8695652173913043, |
| "eval_LOCATION_recall": 0.9302325581395349, |
| "eval_ORGANIZATION_f1": 0.915068493150685, |
| "eval_ORGANIZATION_number": 178, |
| "eval_ORGANIZATION_precision": 0.893048128342246, |
| "eval_ORGANIZATION_recall": 0.9382022471910112, |
| "eval_PERSON_f1": 0.9727626459143969, |
| "eval_PERSON_number": 128, |
| "eval_PERSON_precision": 0.9689922480620154, |
| "eval_PERSON_recall": 0.9765625, |
| "eval_loss": 0.051402755081653595, |
| "eval_overall_accuracy": 0.9846153846153847, |
| "eval_overall_f1": 0.9300000000000002, |
| "eval_overall_precision": 0.9117647058823529, |
| "eval_overall_recall": 0.9489795918367347, |
| "eval_runtime": 0.2479, |
| "eval_samples_per_second": 685.813, |
| "eval_steps_per_second": 12.103, |
| "step": 5184 |
| }, |
| { |
| "epoch": 55.0, |
| "grad_norm": 0.5542155504226685, |
| "learning_rate": 2.25e-05, |
| "loss": 0.0165, |
| "step": 5280 |
| }, |
| { |
| "epoch": 55.0, |
| "eval_LOCATION_f1": 0.9325842696629213, |
| "eval_LOCATION_number": 86, |
| "eval_LOCATION_precision": 0.9021739130434783, |
| "eval_LOCATION_recall": 0.9651162790697675, |
| "eval_ORGANIZATION_f1": 0.9162011173184358, |
| "eval_ORGANIZATION_number": 178, |
| "eval_ORGANIZATION_precision": 0.9111111111111111, |
| "eval_ORGANIZATION_recall": 0.9213483146067416, |
| "eval_PERSON_f1": 0.9803921568627452, |
| "eval_PERSON_number": 128, |
| "eval_PERSON_precision": 0.984251968503937, |
| "eval_PERSON_recall": 0.9765625, |
| "eval_loss": 0.05044760927557945, |
| "eval_overall_accuracy": 0.9854251012145749, |
| "eval_overall_f1": 0.9405815423514539, |
| "eval_overall_precision": 0.9323308270676691, |
| "eval_overall_recall": 0.9489795918367347, |
| "eval_runtime": 0.2474, |
| "eval_samples_per_second": 687.02, |
| "eval_steps_per_second": 12.124, |
| "step": 5280 |
| }, |
| { |
| "epoch": 56.0, |
| "grad_norm": 0.8049263954162598, |
| "learning_rate": 2.2000000000000003e-05, |
| "loss": 0.017, |
| "step": 5376 |
| }, |
| { |
| "epoch": 56.0, |
| "eval_LOCATION_f1": 0.9222222222222223, |
| "eval_LOCATION_number": 86, |
| "eval_LOCATION_precision": 0.8829787234042553, |
| "eval_LOCATION_recall": 0.9651162790697675, |
| "eval_ORGANIZATION_f1": 0.9256198347107438, |
| "eval_ORGANIZATION_number": 178, |
| "eval_ORGANIZATION_precision": 0.9081081081081082, |
| "eval_ORGANIZATION_recall": 0.9438202247191011, |
| "eval_PERSON_f1": 0.9765625, |
| "eval_PERSON_number": 128, |
| "eval_PERSON_precision": 0.9765625, |
| "eval_PERSON_recall": 0.9765625, |
| "eval_loss": 0.051421601325273514, |
| "eval_overall_accuracy": 0.9851551956815114, |
| "eval_overall_f1": 0.9411764705882352, |
| "eval_overall_precision": 0.9238329238329238, |
| "eval_overall_recall": 0.9591836734693877, |
| "eval_runtime": 0.2479, |
| "eval_samples_per_second": 685.631, |
| "eval_steps_per_second": 12.099, |
| "step": 5376 |
| }, |
| { |
| "epoch": 57.0, |
| "grad_norm": 0.5076385736465454, |
| "learning_rate": 2.15e-05, |
| "loss": 0.0153, |
| "step": 5472 |
| }, |
| { |
| "epoch": 57.0, |
| "eval_LOCATION_f1": 0.9171270718232045, |
| "eval_LOCATION_number": 86, |
| "eval_LOCATION_precision": 0.8736842105263158, |
| "eval_LOCATION_recall": 0.9651162790697675, |
| "eval_ORGANIZATION_f1": 0.901639344262295, |
| "eval_ORGANIZATION_number": 178, |
| "eval_ORGANIZATION_precision": 0.8776595744680851, |
| "eval_ORGANIZATION_recall": 0.9269662921348315, |
| "eval_PERSON_f1": 0.9765625, |
| "eval_PERSON_number": 128, |
| "eval_PERSON_precision": 0.9765625, |
| "eval_PERSON_recall": 0.9765625, |
| "eval_loss": 0.05126916617155075, |
| "eval_overall_accuracy": 0.9865047233468286, |
| "eval_overall_f1": 0.9290161892901618, |
| "eval_overall_precision": 0.9075425790754258, |
| "eval_overall_recall": 0.951530612244898, |
| "eval_runtime": 0.2486, |
| "eval_samples_per_second": 683.859, |
| "eval_steps_per_second": 12.068, |
| "step": 5472 |
| }, |
| { |
| "epoch": 58.0, |
| "grad_norm": 0.2657437324523926, |
| "learning_rate": 2.1e-05, |
| "loss": 0.0157, |
| "step": 5568 |
| }, |
| { |
| "epoch": 58.0, |
| "eval_LOCATION_f1": 0.9333333333333332, |
| "eval_LOCATION_number": 86, |
| "eval_LOCATION_precision": 0.8936170212765957, |
| "eval_LOCATION_recall": 0.9767441860465116, |
| "eval_ORGANIZATION_f1": 0.9090909090909091, |
| "eval_ORGANIZATION_number": 178, |
| "eval_ORGANIZATION_precision": 0.9195402298850575, |
| "eval_ORGANIZATION_recall": 0.898876404494382, |
| "eval_PERSON_f1": 0.9765625, |
| "eval_PERSON_number": 128, |
| "eval_PERSON_precision": 0.9765625, |
| "eval_PERSON_recall": 0.9765625, |
| "eval_loss": 0.05684962496161461, |
| "eval_overall_accuracy": 0.9840755735492578, |
| "eval_overall_f1": 0.9365482233502538, |
| "eval_overall_precision": 0.9318181818181818, |
| "eval_overall_recall": 0.9413265306122449, |
| "eval_runtime": 0.2486, |
| "eval_samples_per_second": 683.737, |
| "eval_steps_per_second": 12.066, |
| "step": 5568 |
| }, |
| { |
| "epoch": 59.0, |
| "grad_norm": 0.2525281310081482, |
| "learning_rate": 2.05e-05, |
| "loss": 0.0139, |
| "step": 5664 |
| }, |
| { |
| "epoch": 59.0, |
| "eval_LOCATION_f1": 0.9257142857142857, |
| "eval_LOCATION_number": 86, |
| "eval_LOCATION_precision": 0.9101123595505618, |
| "eval_LOCATION_recall": 0.9418604651162791, |
| "eval_ORGANIZATION_f1": 0.8994413407821229, |
| "eval_ORGANIZATION_number": 178, |
| "eval_ORGANIZATION_precision": 0.8944444444444445, |
| "eval_ORGANIZATION_recall": 0.9044943820224719, |
| "eval_PERSON_f1": 0.9765625, |
| "eval_PERSON_number": 128, |
| "eval_PERSON_precision": 0.9765625, |
| "eval_PERSON_recall": 0.9765625, |
| "eval_loss": 0.05300280079245567, |
| "eval_overall_accuracy": 0.9838056680161943, |
| "eval_overall_f1": 0.9302915082382762, |
| "eval_overall_precision": 0.924433249370277, |
| "eval_overall_recall": 0.9362244897959183, |
| "eval_runtime": 0.2476, |
| "eval_samples_per_second": 686.597, |
| "eval_steps_per_second": 12.116, |
| "step": 5664 |
| }, |
| { |
| "epoch": 60.0, |
| "grad_norm": 0.33274856209754944, |
| "learning_rate": 2e-05, |
| "loss": 0.0156, |
| "step": 5760 |
| }, |
| { |
| "epoch": 60.0, |
| "eval_LOCATION_f1": 0.9120879120879122, |
| "eval_LOCATION_number": 86, |
| "eval_LOCATION_precision": 0.8645833333333334, |
| "eval_LOCATION_recall": 0.9651162790697675, |
| "eval_ORGANIZATION_f1": 0.8950276243093923, |
| "eval_ORGANIZATION_number": 178, |
| "eval_ORGANIZATION_precision": 0.8804347826086957, |
| "eval_ORGANIZATION_recall": 0.9101123595505618, |
| "eval_PERSON_f1": 0.9727626459143969, |
| "eval_PERSON_number": 128, |
| "eval_PERSON_precision": 0.9689922480620154, |
| "eval_PERSON_recall": 0.9765625, |
| "eval_loss": 0.05184905230998993, |
| "eval_overall_accuracy": 0.9840755735492578, |
| "eval_overall_f1": 0.9238451935081149, |
| "eval_overall_precision": 0.9046454767726161, |
| "eval_overall_recall": 0.9438775510204082, |
| "eval_runtime": 0.2483, |
| "eval_samples_per_second": 684.64, |
| "eval_steps_per_second": 12.082, |
| "step": 5760 |
| }, |
| { |
| "epoch": 61.0, |
| "grad_norm": 0.16549794375896454, |
| "learning_rate": 1.9500000000000003e-05, |
| "loss": 0.0134, |
| "step": 5856 |
| }, |
| { |
| "epoch": 61.0, |
| "eval_LOCATION_f1": 0.9257142857142857, |
| "eval_LOCATION_number": 86, |
| "eval_LOCATION_precision": 0.9101123595505618, |
| "eval_LOCATION_recall": 0.9418604651162791, |
| "eval_ORGANIZATION_f1": 0.9201101928374654, |
| "eval_ORGANIZATION_number": 178, |
| "eval_ORGANIZATION_precision": 0.9027027027027027, |
| "eval_ORGANIZATION_recall": 0.9382022471910112, |
| "eval_PERSON_f1": 0.9727626459143969, |
| "eval_PERSON_number": 128, |
| "eval_PERSON_precision": 0.9689922480620154, |
| "eval_PERSON_recall": 0.9765625, |
| "eval_loss": 0.0490739643573761, |
| "eval_overall_accuracy": 0.9851551956815114, |
| "eval_overall_f1": 0.9383647798742139, |
| "eval_overall_precision": 0.9255583126550868, |
| "eval_overall_recall": 0.951530612244898, |
| "eval_runtime": 0.2492, |
| "eval_samples_per_second": 682.289, |
| "eval_steps_per_second": 12.04, |
| "step": 5856 |
| }, |
| { |
| "epoch": 62.0, |
| "grad_norm": 0.5557262897491455, |
| "learning_rate": 1.9e-05, |
| "loss": 0.0128, |
| "step": 5952 |
| }, |
| { |
| "epoch": 62.0, |
| "eval_LOCATION_f1": 0.9213483146067417, |
| "eval_LOCATION_number": 86, |
| "eval_LOCATION_precision": 0.8913043478260869, |
| "eval_LOCATION_recall": 0.9534883720930233, |
| "eval_ORGANIZATION_f1": 0.8986301369863013, |
| "eval_ORGANIZATION_number": 178, |
| "eval_ORGANIZATION_precision": 0.8770053475935828, |
| "eval_ORGANIZATION_recall": 0.9213483146067416, |
| "eval_PERSON_f1": 0.9727626459143969, |
| "eval_PERSON_number": 128, |
| "eval_PERSON_precision": 0.9689922480620154, |
| "eval_PERSON_recall": 0.9765625, |
| "eval_loss": 0.051324497908353806, |
| "eval_overall_accuracy": 0.9843454790823212, |
| "eval_overall_f1": 0.9275, |
| "eval_overall_precision": 0.9093137254901961, |
| "eval_overall_recall": 0.9464285714285714, |
| "eval_runtime": 0.2488, |
| "eval_samples_per_second": 683.391, |
| "eval_steps_per_second": 12.06, |
| "step": 5952 |
| }, |
| { |
| "epoch": 63.0, |
| "grad_norm": 1.3744993209838867, |
| "learning_rate": 1.85e-05, |
| "loss": 0.0126, |
| "step": 6048 |
| }, |
| { |
| "epoch": 63.0, |
| "eval_LOCATION_f1": 0.9378531073446328, |
| "eval_LOCATION_number": 86, |
| "eval_LOCATION_precision": 0.9120879120879121, |
| "eval_LOCATION_recall": 0.9651162790697675, |
| "eval_ORGANIZATION_f1": 0.9090909090909092, |
| "eval_ORGANIZATION_number": 178, |
| "eval_ORGANIZATION_precision": 0.8918918918918919, |
| "eval_ORGANIZATION_recall": 0.9269662921348315, |
| "eval_PERSON_f1": 0.9727626459143969, |
| "eval_PERSON_number": 128, |
| "eval_PERSON_precision": 0.9689922480620154, |
| "eval_PERSON_recall": 0.9765625, |
| "eval_loss": 0.05115790665149689, |
| "eval_overall_accuracy": 0.9854251012145749, |
| "eval_overall_f1": 0.9360100376411542, |
| "eval_overall_precision": 0.9209876543209876, |
| "eval_overall_recall": 0.951530612244898, |
| "eval_runtime": 0.2473, |
| "eval_samples_per_second": 687.392, |
| "eval_steps_per_second": 12.13, |
| "step": 6048 |
| }, |
| { |
| "epoch": 64.0, |
| "grad_norm": 0.0732036605477333, |
| "learning_rate": 1.8e-05, |
| "loss": 0.0134, |
| "step": 6144 |
| }, |
| { |
| "epoch": 64.0, |
| "eval_LOCATION_f1": 0.9265536723163842, |
| "eval_LOCATION_number": 86, |
| "eval_LOCATION_precision": 0.9010989010989011, |
| "eval_LOCATION_recall": 0.9534883720930233, |
| "eval_ORGANIZATION_f1": 0.9055555555555556, |
| "eval_ORGANIZATION_number": 178, |
| "eval_ORGANIZATION_precision": 0.8956043956043956, |
| "eval_ORGANIZATION_recall": 0.9157303370786517, |
| "eval_PERSON_f1": 0.9765625, |
| "eval_PERSON_number": 128, |
| "eval_PERSON_precision": 0.9765625, |
| "eval_PERSON_recall": 0.9765625, |
| "eval_loss": 0.05195976048707962, |
| "eval_overall_accuracy": 0.9843454790823212, |
| "eval_overall_f1": 0.9331651954602775, |
| "eval_overall_precision": 0.9226932668329177, |
| "eval_overall_recall": 0.9438775510204082, |
| "eval_runtime": 0.2476, |
| "eval_samples_per_second": 686.518, |
| "eval_steps_per_second": 12.115, |
| "step": 6144 |
| }, |
| { |
| "epoch": 65.0, |
| "grad_norm": 0.16457298398017883, |
| "learning_rate": 1.75e-05, |
| "loss": 0.0128, |
| "step": 6240 |
| }, |
| { |
| "epoch": 65.0, |
| "eval_LOCATION_f1": 0.9325842696629213, |
| "eval_LOCATION_number": 86, |
| "eval_LOCATION_precision": 0.9021739130434783, |
| "eval_LOCATION_recall": 0.9651162790697675, |
| "eval_ORGANIZATION_f1": 0.9046321525885558, |
| "eval_ORGANIZATION_number": 178, |
| "eval_ORGANIZATION_precision": 0.8783068783068783, |
| "eval_ORGANIZATION_recall": 0.9325842696629213, |
| "eval_PERSON_f1": 0.9727626459143969, |
| "eval_PERSON_number": 128, |
| "eval_PERSON_precision": 0.9689922480620154, |
| "eval_PERSON_recall": 0.9765625, |
| "eval_loss": 0.04940816015005112, |
| "eval_overall_accuracy": 0.9859649122807017, |
| "eval_overall_f1": 0.9326683291770573, |
| "eval_overall_precision": 0.9121951219512195, |
| "eval_overall_recall": 0.9540816326530612, |
| "eval_runtime": 0.2486, |
| "eval_samples_per_second": 683.939, |
| "eval_steps_per_second": 12.07, |
| "step": 6240 |
| }, |
| { |
| "epoch": 66.0, |
| "grad_norm": 0.8374859690666199, |
| "learning_rate": 1.7000000000000003e-05, |
| "loss": 0.0119, |
| "step": 6336 |
| }, |
| { |
| "epoch": 66.0, |
| "eval_LOCATION_f1": 0.9222222222222223, |
| "eval_LOCATION_number": 86, |
| "eval_LOCATION_precision": 0.8829787234042553, |
| "eval_LOCATION_recall": 0.9651162790697675, |
| "eval_ORGANIZATION_f1": 0.8980716253443526, |
| "eval_ORGANIZATION_number": 178, |
| "eval_ORGANIZATION_precision": 0.8810810810810811, |
| "eval_ORGANIZATION_recall": 0.9157303370786517, |
| "eval_PERSON_f1": 0.9727626459143969, |
| "eval_PERSON_number": 128, |
| "eval_PERSON_precision": 0.9689922480620154, |
| "eval_PERSON_recall": 0.9765625, |
| "eval_loss": 0.05106525495648384, |
| "eval_overall_accuracy": 0.9851551956815114, |
| "eval_overall_f1": 0.9275, |
| "eval_overall_precision": 0.9093137254901961, |
| "eval_overall_recall": 0.9464285714285714, |
| "eval_runtime": 0.2494, |
| "eval_samples_per_second": 681.752, |
| "eval_steps_per_second": 12.031, |
| "step": 6336 |
| }, |
| { |
| "epoch": 67.0, |
| "grad_norm": 0.22659751772880554, |
| "learning_rate": 1.65e-05, |
| "loss": 0.012, |
| "step": 6432 |
| }, |
| { |
| "epoch": 67.0, |
| "eval_LOCATION_f1": 0.9222222222222223, |
| "eval_LOCATION_number": 86, |
| "eval_LOCATION_precision": 0.8829787234042553, |
| "eval_LOCATION_recall": 0.9651162790697675, |
| "eval_ORGANIZATION_f1": 0.9121813031161473, |
| "eval_ORGANIZATION_number": 178, |
| "eval_ORGANIZATION_precision": 0.92, |
| "eval_ORGANIZATION_recall": 0.9044943820224719, |
| "eval_PERSON_f1": 0.9765625, |
| "eval_PERSON_number": 128, |
| "eval_PERSON_precision": 0.9765625, |
| "eval_PERSON_recall": 0.9765625, |
| "eval_loss": 0.05494025722146034, |
| "eval_overall_accuracy": 0.9851551956815114, |
| "eval_overall_f1": 0.935361216730038, |
| "eval_overall_precision": 0.929471032745592, |
| "eval_overall_recall": 0.9413265306122449, |
| "eval_runtime": 0.2479, |
| "eval_samples_per_second": 685.85, |
| "eval_steps_per_second": 12.103, |
| "step": 6432 |
| }, |
| { |
| "epoch": 68.0, |
| "grad_norm": 0.7559866905212402, |
| "learning_rate": 1.6000000000000003e-05, |
| "loss": 0.0124, |
| "step": 6528 |
| }, |
| { |
| "epoch": 68.0, |
| "eval_LOCATION_f1": 0.9213483146067417, |
| "eval_LOCATION_number": 86, |
| "eval_LOCATION_precision": 0.8913043478260869, |
| "eval_LOCATION_recall": 0.9534883720930233, |
| "eval_ORGANIZATION_f1": 0.9035812672176309, |
| "eval_ORGANIZATION_number": 178, |
| "eval_ORGANIZATION_precision": 0.8864864864864865, |
| "eval_ORGANIZATION_recall": 0.9213483146067416, |
| "eval_PERSON_f1": 0.9727626459143969, |
| "eval_PERSON_number": 128, |
| "eval_PERSON_precision": 0.9689922480620154, |
| "eval_PERSON_recall": 0.9765625, |
| "eval_loss": 0.052313096821308136, |
| "eval_overall_accuracy": 0.9838056680161943, |
| "eval_overall_f1": 0.9298245614035087, |
| "eval_overall_precision": 0.9137931034482759, |
| "eval_overall_recall": 0.9464285714285714, |
| "eval_runtime": 0.2428, |
| "eval_samples_per_second": 700.26, |
| "eval_steps_per_second": 12.358, |
| "step": 6528 |
| }, |
| { |
| "epoch": 69.0, |
| "grad_norm": 0.5614367723464966, |
| "learning_rate": 1.55e-05, |
| "loss": 0.0139, |
| "step": 6624 |
| }, |
| { |
| "epoch": 69.0, |
| "eval_LOCATION_f1": 0.9162011173184358, |
| "eval_LOCATION_number": 86, |
| "eval_LOCATION_precision": 0.8817204301075269, |
| "eval_LOCATION_recall": 0.9534883720930233, |
| "eval_ORGANIZATION_f1": 0.9070422535211267, |
| "eval_ORGANIZATION_number": 178, |
| "eval_ORGANIZATION_precision": 0.9096045197740112, |
| "eval_ORGANIZATION_recall": 0.9044943820224719, |
| "eval_PERSON_f1": 0.9727626459143969, |
| "eval_PERSON_number": 128, |
| "eval_PERSON_precision": 0.9689922480620154, |
| "eval_PERSON_recall": 0.9765625, |
| "eval_loss": 0.055041369050741196, |
| "eval_overall_accuracy": 0.9840755735492578, |
| "eval_overall_f1": 0.9304677623261693, |
| "eval_overall_precision": 0.9223057644110275, |
| "eval_overall_recall": 0.9387755102040817, |
| "eval_runtime": 0.2413, |
| "eval_samples_per_second": 704.574, |
| "eval_steps_per_second": 12.434, |
| "step": 6624 |
| }, |
| { |
| "epoch": 70.0, |
| "grad_norm": 0.11021454632282257, |
| "learning_rate": 1.5e-05, |
| "loss": 0.0121, |
| "step": 6720 |
| }, |
| { |
| "epoch": 70.0, |
| "eval_LOCATION_f1": 0.9325842696629213, |
| "eval_LOCATION_number": 86, |
| "eval_LOCATION_precision": 0.9021739130434783, |
| "eval_LOCATION_recall": 0.9651162790697675, |
| "eval_ORGANIZATION_f1": 0.9065934065934066, |
| "eval_ORGANIZATION_number": 178, |
| "eval_ORGANIZATION_precision": 0.8870967741935484, |
| "eval_ORGANIZATION_recall": 0.9269662921348315, |
| "eval_PERSON_f1": 0.9727626459143969, |
| "eval_PERSON_number": 128, |
| "eval_PERSON_precision": 0.9689922480620154, |
| "eval_PERSON_recall": 0.9765625, |
| "eval_loss": 0.05283116549253464, |
| "eval_overall_accuracy": 0.9851551956815114, |
| "eval_overall_f1": 0.9336670838548186, |
| "eval_overall_precision": 0.9164619164619164, |
| "eval_overall_recall": 0.951530612244898, |
| "eval_runtime": 0.2474, |
| "eval_samples_per_second": 687.147, |
| "eval_steps_per_second": 12.126, |
| "step": 6720 |
| }, |
| { |
| "epoch": 71.0, |
| "grad_norm": 0.6227138638496399, |
| "learning_rate": 1.45e-05, |
| "loss": 0.0113, |
| "step": 6816 |
| }, |
| { |
| "epoch": 71.0, |
| "eval_LOCATION_f1": 0.9152542372881357, |
| "eval_LOCATION_number": 86, |
| "eval_LOCATION_precision": 0.8901098901098901, |
| "eval_LOCATION_recall": 0.9418604651162791, |
| "eval_ORGANIZATION_f1": 0.8991825613079019, |
| "eval_ORGANIZATION_number": 178, |
| "eval_ORGANIZATION_precision": 0.873015873015873, |
| "eval_ORGANIZATION_recall": 0.9269662921348315, |
| "eval_PERSON_f1": 0.9727626459143969, |
| "eval_PERSON_number": 128, |
| "eval_PERSON_precision": 0.9689922480620154, |
| "eval_PERSON_recall": 0.9765625, |
| "eval_loss": 0.04995880275964737, |
| "eval_overall_accuracy": 0.9856950067476383, |
| "eval_overall_f1": 0.9263420724094882, |
| "eval_overall_precision": 0.9070904645476773, |
| "eval_overall_recall": 0.9464285714285714, |
| "eval_runtime": 0.2479, |
| "eval_samples_per_second": 685.681, |
| "eval_steps_per_second": 12.1, |
| "step": 6816 |
| }, |
| { |
| "epoch": 72.0, |
| "grad_norm": 0.25081753730773926, |
| "learning_rate": 1.4000000000000001e-05, |
| "loss": 0.0114, |
| "step": 6912 |
| }, |
| { |
| "epoch": 72.0, |
| "eval_LOCATION_f1": 0.9101123595505618, |
| "eval_LOCATION_number": 86, |
| "eval_LOCATION_precision": 0.8804347826086957, |
| "eval_LOCATION_recall": 0.9418604651162791, |
| "eval_ORGANIZATION_f1": 0.8980716253443526, |
| "eval_ORGANIZATION_number": 178, |
| "eval_ORGANIZATION_precision": 0.8810810810810811, |
| "eval_ORGANIZATION_recall": 0.9157303370786517, |
| "eval_PERSON_f1": 0.9727626459143969, |
| "eval_PERSON_number": 128, |
| "eval_PERSON_precision": 0.9689922480620154, |
| "eval_PERSON_recall": 0.9765625, |
| "eval_loss": 0.05604882910847664, |
| "eval_overall_accuracy": 0.9843454790823212, |
| "eval_overall_f1": 0.924812030075188, |
| "eval_overall_precision": 0.9088669950738916, |
| "eval_overall_recall": 0.9413265306122449, |
| "eval_runtime": 0.241, |
| "eval_samples_per_second": 705.373, |
| "eval_steps_per_second": 12.448, |
| "step": 6912 |
| }, |
| { |
| "epoch": 73.0, |
| "grad_norm": 0.3885822296142578, |
| "learning_rate": 1.3500000000000001e-05, |
| "loss": 0.01, |
| "step": 7008 |
| }, |
| { |
| "epoch": 73.0, |
| "eval_LOCATION_f1": 0.9171270718232045, |
| "eval_LOCATION_number": 86, |
| "eval_LOCATION_precision": 0.8736842105263158, |
| "eval_LOCATION_recall": 0.9651162790697675, |
| "eval_ORGANIZATION_f1": 0.9065934065934066, |
| "eval_ORGANIZATION_number": 178, |
| "eval_ORGANIZATION_precision": 0.8870967741935484, |
| "eval_ORGANIZATION_recall": 0.9269662921348315, |
| "eval_PERSON_f1": 0.9727626459143969, |
| "eval_PERSON_number": 128, |
| "eval_PERSON_precision": 0.9689922480620154, |
| "eval_PERSON_recall": 0.9765625, |
| "eval_loss": 0.05322219058871269, |
| "eval_overall_accuracy": 0.9856950067476383, |
| "eval_overall_f1": 0.9301745635910225, |
| "eval_overall_precision": 0.9097560975609756, |
| "eval_overall_recall": 0.951530612244898, |
| "eval_runtime": 0.2481, |
| "eval_samples_per_second": 685.192, |
| "eval_steps_per_second": 12.092, |
| "step": 7008 |
| }, |
| { |
| "epoch": 74.0, |
| "grad_norm": 0.020958004519343376, |
| "learning_rate": 1.3000000000000001e-05, |
| "loss": 0.0138, |
| "step": 7104 |
| }, |
| { |
| "epoch": 74.0, |
| "eval_LOCATION_f1": 0.9273743016759777, |
| "eval_LOCATION_number": 86, |
| "eval_LOCATION_precision": 0.8924731182795699, |
| "eval_LOCATION_recall": 0.9651162790697675, |
| "eval_ORGANIZATION_f1": 0.901098901098901, |
| "eval_ORGANIZATION_number": 178, |
| "eval_ORGANIZATION_precision": 0.8817204301075269, |
| "eval_ORGANIZATION_recall": 0.9213483146067416, |
| "eval_PERSON_f1": 0.9727626459143969, |
| "eval_PERSON_number": 128, |
| "eval_PERSON_precision": 0.9689922480620154, |
| "eval_PERSON_recall": 0.9765625, |
| "eval_loss": 0.052465103566646576, |
| "eval_overall_accuracy": 0.9851551956815114, |
| "eval_overall_f1": 0.9300000000000002, |
| "eval_overall_precision": 0.9117647058823529, |
| "eval_overall_recall": 0.9489795918367347, |
| "eval_runtime": 0.248, |
| "eval_samples_per_second": 685.377, |
| "eval_steps_per_second": 12.095, |
| "step": 7104 |
| }, |
| { |
| "epoch": 75.0, |
| "grad_norm": 0.15891754627227783, |
| "learning_rate": 1.25e-05, |
| "loss": 0.0108, |
| "step": 7200 |
| }, |
| { |
| "epoch": 75.0, |
| "eval_LOCATION_f1": 0.9120879120879122, |
| "eval_LOCATION_number": 86, |
| "eval_LOCATION_precision": 0.8645833333333334, |
| "eval_LOCATION_recall": 0.9651162790697675, |
| "eval_ORGANIZATION_f1": 0.9014084507042253, |
| "eval_ORGANIZATION_number": 178, |
| "eval_ORGANIZATION_precision": 0.903954802259887, |
| "eval_ORGANIZATION_recall": 0.898876404494382, |
| "eval_PERSON_f1": 0.9727626459143969, |
| "eval_PERSON_number": 128, |
| "eval_PERSON_precision": 0.9689922480620154, |
| "eval_PERSON_recall": 0.9765625, |
| "eval_loss": 0.0572768896818161, |
| "eval_overall_accuracy": 0.9827260458839406, |
| "eval_overall_f1": 0.9269521410579346, |
| "eval_overall_precision": 0.9154228855721394, |
| "eval_overall_recall": 0.9387755102040817, |
| "eval_runtime": 0.2487, |
| "eval_samples_per_second": 683.677, |
| "eval_steps_per_second": 12.065, |
| "step": 7200 |
| }, |
| { |
| "epoch": 76.0, |
| "grad_norm": 0.42831161618232727, |
| "learning_rate": 1.2e-05, |
| "loss": 0.0113, |
| "step": 7296 |
| }, |
| { |
| "epoch": 76.0, |
| "eval_LOCATION_f1": 0.9325842696629213, |
| "eval_LOCATION_number": 86, |
| "eval_LOCATION_precision": 0.9021739130434783, |
| "eval_LOCATION_recall": 0.9651162790697675, |
| "eval_ORGANIZATION_f1": 0.902506963788301, |
| "eval_ORGANIZATION_number": 178, |
| "eval_ORGANIZATION_precision": 0.8950276243093923, |
| "eval_ORGANIZATION_recall": 0.9101123595505618, |
| "eval_PERSON_f1": 0.9727626459143969, |
| "eval_PERSON_number": 128, |
| "eval_PERSON_precision": 0.9689922480620154, |
| "eval_PERSON_recall": 0.9765625, |
| "eval_loss": 0.054985810071229935, |
| "eval_overall_accuracy": 0.9848852901484481, |
| "eval_overall_f1": 0.9319899244332494, |
| "eval_overall_precision": 0.9203980099502488, |
| "eval_overall_recall": 0.9438775510204082, |
| "eval_runtime": 0.248, |
| "eval_samples_per_second": 685.588, |
| "eval_steps_per_second": 12.099, |
| "step": 7296 |
| }, |
| { |
| "epoch": 77.0, |
| "grad_norm": 0.14717106521129608, |
| "learning_rate": 1.1500000000000002e-05, |
| "loss": 0.0111, |
| "step": 7392 |
| }, |
| { |
| "epoch": 77.0, |
| "eval_LOCATION_f1": 0.9378531073446328, |
| "eval_LOCATION_number": 86, |
| "eval_LOCATION_precision": 0.9120879120879121, |
| "eval_LOCATION_recall": 0.9651162790697675, |
| "eval_ORGANIZATION_f1": 0.9157303370786517, |
| "eval_ORGANIZATION_number": 178, |
| "eval_ORGANIZATION_precision": 0.9157303370786517, |
| "eval_ORGANIZATION_recall": 0.9157303370786517, |
| "eval_PERSON_f1": 0.9765625, |
| "eval_PERSON_number": 128, |
| "eval_PERSON_precision": 0.9765625, |
| "eval_PERSON_recall": 0.9765625, |
| "eval_loss": 0.056410305202007294, |
| "eval_overall_accuracy": 0.9846153846153847, |
| "eval_overall_f1": 0.9404309252217997, |
| "eval_overall_precision": 0.9345088161209067, |
| "eval_overall_recall": 0.9464285714285714, |
| "eval_runtime": 0.2474, |
| "eval_samples_per_second": 687.08, |
| "eval_steps_per_second": 12.125, |
| "step": 7392 |
| }, |
| { |
| "epoch": 78.0, |
| "grad_norm": 0.7005665898323059, |
| "learning_rate": 1.1000000000000001e-05, |
| "loss": 0.0114, |
| "step": 7488 |
| }, |
| { |
| "epoch": 78.0, |
| "eval_LOCATION_f1": 0.9171270718232045, |
| "eval_LOCATION_number": 86, |
| "eval_LOCATION_precision": 0.8736842105263158, |
| "eval_LOCATION_recall": 0.9651162790697675, |
| "eval_ORGANIZATION_f1": 0.902506963788301, |
| "eval_ORGANIZATION_number": 178, |
| "eval_ORGANIZATION_precision": 0.8950276243093923, |
| "eval_ORGANIZATION_recall": 0.9101123595505618, |
| "eval_PERSON_f1": 0.9765625, |
| "eval_PERSON_number": 128, |
| "eval_PERSON_precision": 0.9765625, |
| "eval_PERSON_recall": 0.9765625, |
| "eval_loss": 0.05650125443935394, |
| "eval_overall_accuracy": 0.9832658569500675, |
| "eval_overall_f1": 0.9296482412060302, |
| "eval_overall_precision": 0.9158415841584159, |
| "eval_overall_recall": 0.9438775510204082, |
| "eval_runtime": 0.2418, |
| "eval_samples_per_second": 703.093, |
| "eval_steps_per_second": 12.408, |
| "step": 7488 |
| }, |
| { |
| "epoch": 79.0, |
| "grad_norm": 0.07694126665592194, |
| "learning_rate": 1.05e-05, |
| "loss": 0.0101, |
| "step": 7584 |
| }, |
| { |
| "epoch": 79.0, |
| "eval_LOCATION_f1": 0.9325842696629213, |
| "eval_LOCATION_number": 86, |
| "eval_LOCATION_precision": 0.9021739130434783, |
| "eval_LOCATION_recall": 0.9651162790697675, |
| "eval_ORGANIZATION_f1": 0.9162011173184358, |
| "eval_ORGANIZATION_number": 178, |
| "eval_ORGANIZATION_precision": 0.9111111111111111, |
| "eval_ORGANIZATION_recall": 0.9213483146067416, |
| "eval_PERSON_f1": 0.9727626459143969, |
| "eval_PERSON_number": 128, |
| "eval_PERSON_precision": 0.9689922480620154, |
| "eval_PERSON_recall": 0.9765625, |
| "eval_loss": 0.05472679063677788, |
| "eval_overall_accuracy": 0.9846153846153847, |
| "eval_overall_f1": 0.9382093316519546, |
| "eval_overall_precision": 0.9276807980049875, |
| "eval_overall_recall": 0.9489795918367347, |
| "eval_runtime": 0.2475, |
| "eval_samples_per_second": 686.785, |
| "eval_steps_per_second": 12.12, |
| "step": 7584 |
| }, |
| { |
| "epoch": 80.0, |
| "grad_norm": 0.6124340295791626, |
| "learning_rate": 1e-05, |
| "loss": 0.0108, |
| "step": 7680 |
| }, |
| { |
| "epoch": 80.0, |
| "eval_LOCATION_f1": 0.9325842696629213, |
| "eval_LOCATION_number": 86, |
| "eval_LOCATION_precision": 0.9021739130434783, |
| "eval_LOCATION_recall": 0.9651162790697675, |
| "eval_ORGANIZATION_f1": 0.9035812672176309, |
| "eval_ORGANIZATION_number": 178, |
| "eval_ORGANIZATION_precision": 0.8864864864864865, |
| "eval_ORGANIZATION_recall": 0.9213483146067416, |
| "eval_PERSON_f1": 0.9727626459143969, |
| "eval_PERSON_number": 128, |
| "eval_PERSON_precision": 0.9689922480620154, |
| "eval_PERSON_recall": 0.9765625, |
| "eval_loss": 0.05269638076424599, |
| "eval_overall_accuracy": 0.9854251012145749, |
| "eval_overall_f1": 0.9323308270676692, |
| "eval_overall_precision": 0.916256157635468, |
| "eval_overall_recall": 0.9489795918367347, |
| "eval_runtime": 0.2467, |
| "eval_samples_per_second": 689.019, |
| "eval_steps_per_second": 12.159, |
| "step": 7680 |
| }, |
| { |
| "epoch": 81.0, |
| "grad_norm": 0.09941994398832321, |
| "learning_rate": 9.5e-06, |
| "loss": 0.0108, |
| "step": 7776 |
| }, |
| { |
| "epoch": 81.0, |
| "eval_LOCATION_f1": 0.9273743016759777, |
| "eval_LOCATION_number": 86, |
| "eval_LOCATION_precision": 0.8924731182795699, |
| "eval_LOCATION_recall": 0.9651162790697675, |
| "eval_ORGANIZATION_f1": 0.9095890410958904, |
| "eval_ORGANIZATION_number": 178, |
| "eval_ORGANIZATION_precision": 0.8877005347593583, |
| "eval_ORGANIZATION_recall": 0.9325842696629213, |
| "eval_PERSON_f1": 0.9727626459143969, |
| "eval_PERSON_number": 128, |
| "eval_PERSON_precision": 0.9689922480620154, |
| "eval_PERSON_recall": 0.9765625, |
| "eval_loss": 0.05239494517445564, |
| "eval_overall_accuracy": 0.9859649122807017, |
| "eval_overall_f1": 0.933832709113608, |
| "eval_overall_precision": 0.9144254278728606, |
| "eval_overall_recall": 0.9540816326530612, |
| "eval_runtime": 0.2485, |
| "eval_samples_per_second": 684.152, |
| "eval_steps_per_second": 12.073, |
| "step": 7776 |
| }, |
| { |
| "epoch": 82.0, |
| "grad_norm": 0.25073766708374023, |
| "learning_rate": 9e-06, |
| "loss": 0.0108, |
| "step": 7872 |
| }, |
| { |
| "epoch": 82.0, |
| "eval_LOCATION_f1": 0.9222222222222223, |
| "eval_LOCATION_number": 86, |
| "eval_LOCATION_precision": 0.8829787234042553, |
| "eval_LOCATION_recall": 0.9651162790697675, |
| "eval_ORGANIZATION_f1": 0.8999999999999999, |
| "eval_ORGANIZATION_number": 178, |
| "eval_ORGANIZATION_precision": 0.8901098901098901, |
| "eval_ORGANIZATION_recall": 0.9101123595505618, |
| "eval_PERSON_f1": 0.9765625, |
| "eval_PERSON_number": 128, |
| "eval_PERSON_precision": 0.9765625, |
| "eval_PERSON_recall": 0.9765625, |
| "eval_loss": 0.05534841865301132, |
| "eval_overall_accuracy": 0.9846153846153847, |
| "eval_overall_f1": 0.9296482412060302, |
| "eval_overall_precision": 0.9158415841584159, |
| "eval_overall_recall": 0.9438775510204082, |
| "eval_runtime": 0.2418, |
| "eval_samples_per_second": 702.939, |
| "eval_steps_per_second": 12.405, |
| "step": 7872 |
| }, |
| { |
| "epoch": 83.0, |
| "grad_norm": 0.9179547429084778, |
| "learning_rate": 8.500000000000002e-06, |
| "loss": 0.0109, |
| "step": 7968 |
| }, |
| { |
| "epoch": 83.0, |
| "eval_LOCATION_f1": 0.9273743016759777, |
| "eval_LOCATION_number": 86, |
| "eval_LOCATION_precision": 0.8924731182795699, |
| "eval_LOCATION_recall": 0.9651162790697675, |
| "eval_ORGANIZATION_f1": 0.9030470914127424, |
| "eval_ORGANIZATION_number": 178, |
| "eval_ORGANIZATION_precision": 0.8907103825136612, |
| "eval_ORGANIZATION_recall": 0.9157303370786517, |
| "eval_PERSON_f1": 0.9727626459143969, |
| "eval_PERSON_number": 128, |
| "eval_PERSON_precision": 0.9689922480620154, |
| "eval_PERSON_recall": 0.9765625, |
| "eval_loss": 0.0529344268143177, |
| "eval_overall_accuracy": 0.9851551956815114, |
| "eval_overall_f1": 0.9309912170639899, |
| "eval_overall_precision": 0.9160493827160494, |
| "eval_overall_recall": 0.9464285714285714, |
| "eval_runtime": 0.2477, |
| "eval_samples_per_second": 686.353, |
| "eval_steps_per_second": 12.112, |
| "step": 7968 |
| }, |
| { |
| "epoch": 84.0, |
| "grad_norm": 0.5180923938751221, |
| "learning_rate": 8.000000000000001e-06, |
| "loss": 0.0095, |
| "step": 8064 |
| }, |
| { |
| "epoch": 84.0, |
| "eval_LOCATION_f1": 0.9273743016759777, |
| "eval_LOCATION_number": 86, |
| "eval_LOCATION_precision": 0.8924731182795699, |
| "eval_LOCATION_recall": 0.9651162790697675, |
| "eval_ORGANIZATION_f1": 0.9050279329608939, |
| "eval_ORGANIZATION_number": 178, |
| "eval_ORGANIZATION_precision": 0.9, |
| "eval_ORGANIZATION_recall": 0.9101123595505618, |
| "eval_PERSON_f1": 0.9765625, |
| "eval_PERSON_number": 128, |
| "eval_PERSON_precision": 0.9765625, |
| "eval_PERSON_recall": 0.9765625, |
| "eval_loss": 0.05454019829630852, |
| "eval_overall_accuracy": 0.9846153846153847, |
| "eval_overall_f1": 0.9331651954602775, |
| "eval_overall_precision": 0.9226932668329177, |
| "eval_overall_recall": 0.9438775510204082, |
| "eval_runtime": 0.2478, |
| "eval_samples_per_second": 686.169, |
| "eval_steps_per_second": 12.109, |
| "step": 8064 |
| }, |
| { |
| "epoch": 85.0, |
| "grad_norm": 0.7953592538833618, |
| "learning_rate": 7.5e-06, |
| "loss": 0.0096, |
| "step": 8160 |
| }, |
| { |
| "epoch": 85.0, |
| "eval_LOCATION_f1": 0.9325842696629213, |
| "eval_LOCATION_number": 86, |
| "eval_LOCATION_precision": 0.9021739130434783, |
| "eval_LOCATION_recall": 0.9651162790697675, |
| "eval_ORGANIZATION_f1": 0.9101123595505618, |
| "eval_ORGANIZATION_number": 178, |
| "eval_ORGANIZATION_precision": 0.9101123595505618, |
| "eval_ORGANIZATION_recall": 0.9101123595505618, |
| "eval_PERSON_f1": 0.9765625, |
| "eval_PERSON_number": 128, |
| "eval_PERSON_precision": 0.9765625, |
| "eval_PERSON_recall": 0.9765625, |
| "eval_loss": 0.05559179559350014, |
| "eval_overall_accuracy": 0.9840755735492578, |
| "eval_overall_f1": 0.9367088607594937, |
| "eval_overall_precision": 0.9296482412060302, |
| "eval_overall_recall": 0.9438775510204082, |
| "eval_runtime": 0.248, |
| "eval_samples_per_second": 685.441, |
| "eval_steps_per_second": 12.096, |
| "step": 8160 |
| }, |
| { |
| "epoch": 86.0, |
| "grad_norm": 0.07799229770898819, |
| "learning_rate": 7.000000000000001e-06, |
| "loss": 0.0098, |
| "step": 8256 |
| }, |
| { |
| "epoch": 86.0, |
| "eval_LOCATION_f1": 0.9325842696629213, |
| "eval_LOCATION_number": 86, |
| "eval_LOCATION_precision": 0.9021739130434783, |
| "eval_LOCATION_recall": 0.9651162790697675, |
| "eval_ORGANIZATION_f1": 0.9171270718232043, |
| "eval_ORGANIZATION_number": 178, |
| "eval_ORGANIZATION_precision": 0.9021739130434783, |
| "eval_ORGANIZATION_recall": 0.9325842696629213, |
| "eval_PERSON_f1": 0.9727626459143969, |
| "eval_PERSON_number": 128, |
| "eval_PERSON_precision": 0.9689922480620154, |
| "eval_PERSON_recall": 0.9765625, |
| "eval_loss": 0.05340668186545372, |
| "eval_overall_accuracy": 0.9854251012145749, |
| "eval_overall_f1": 0.9385194479297364, |
| "eval_overall_precision": 0.9234567901234568, |
| "eval_overall_recall": 0.9540816326530612, |
| "eval_runtime": 0.247, |
| "eval_samples_per_second": 688.281, |
| "eval_steps_per_second": 12.146, |
| "step": 8256 |
| }, |
| { |
| "epoch": 87.0, |
| "grad_norm": 0.04336532950401306, |
| "learning_rate": 6.5000000000000004e-06, |
| "loss": 0.0103, |
| "step": 8352 |
| }, |
| { |
| "epoch": 87.0, |
| "eval_LOCATION_f1": 0.9378531073446328, |
| "eval_LOCATION_number": 86, |
| "eval_LOCATION_precision": 0.9120879120879121, |
| "eval_LOCATION_recall": 0.9651162790697675, |
| "eval_ORGANIZATION_f1": 0.9106145251396648, |
| "eval_ORGANIZATION_number": 178, |
| "eval_ORGANIZATION_precision": 0.9055555555555556, |
| "eval_ORGANIZATION_recall": 0.9157303370786517, |
| "eval_PERSON_f1": 0.9727626459143969, |
| "eval_PERSON_number": 128, |
| "eval_PERSON_precision": 0.9689922480620154, |
| "eval_PERSON_recall": 0.9765625, |
| "eval_loss": 0.05287463217973709, |
| "eval_overall_accuracy": 0.9854251012145749, |
| "eval_overall_f1": 0.9368686868686869, |
| "eval_overall_precision": 0.9275, |
| "eval_overall_recall": 0.9464285714285714, |
| "eval_runtime": 0.2487, |
| "eval_samples_per_second": 683.591, |
| "eval_steps_per_second": 12.063, |
| "step": 8352 |
| }, |
| { |
| "epoch": 88.0, |
| "grad_norm": 1.0946106910705566, |
| "learning_rate": 6e-06, |
| "loss": 0.0113, |
| "step": 8448 |
| }, |
| { |
| "epoch": 88.0, |
| "eval_LOCATION_f1": 0.9273743016759777, |
| "eval_LOCATION_number": 86, |
| "eval_LOCATION_precision": 0.8924731182795699, |
| "eval_LOCATION_recall": 0.9651162790697675, |
| "eval_ORGANIZATION_f1": 0.9141274238227147, |
| "eval_ORGANIZATION_number": 178, |
| "eval_ORGANIZATION_precision": 0.9016393442622951, |
| "eval_ORGANIZATION_recall": 0.9269662921348315, |
| "eval_PERSON_f1": 0.9765625, |
| "eval_PERSON_number": 128, |
| "eval_PERSON_precision": 0.9765625, |
| "eval_PERSON_recall": 0.9765625, |
| "eval_loss": 0.05374481528997421, |
| "eval_overall_accuracy": 0.9856950067476383, |
| "eval_overall_f1": 0.9371859296482412, |
| "eval_overall_precision": 0.9232673267326733, |
| "eval_overall_recall": 0.951530612244898, |
| "eval_runtime": 0.2476, |
| "eval_samples_per_second": 686.625, |
| "eval_steps_per_second": 12.117, |
| "step": 8448 |
| }, |
| { |
| "epoch": 89.0, |
| "grad_norm": 0.055148638784885406, |
| "learning_rate": 5.500000000000001e-06, |
| "loss": 0.0103, |
| "step": 8544 |
| }, |
| { |
| "epoch": 89.0, |
| "eval_LOCATION_f1": 0.9213483146067417, |
| "eval_LOCATION_number": 86, |
| "eval_LOCATION_precision": 0.8913043478260869, |
| "eval_LOCATION_recall": 0.9534883720930233, |
| "eval_ORGANIZATION_f1": 0.9060773480662982, |
| "eval_ORGANIZATION_number": 178, |
| "eval_ORGANIZATION_precision": 0.8913043478260869, |
| "eval_ORGANIZATION_recall": 0.9213483146067416, |
| "eval_PERSON_f1": 0.9727626459143969, |
| "eval_PERSON_number": 128, |
| "eval_PERSON_precision": 0.9689922480620154, |
| "eval_PERSON_recall": 0.9765625, |
| "eval_loss": 0.05380658432841301, |
| "eval_overall_accuracy": 0.9851551956815114, |
| "eval_overall_f1": 0.9309912170639899, |
| "eval_overall_precision": 0.9160493827160494, |
| "eval_overall_recall": 0.9464285714285714, |
| "eval_runtime": 0.2491, |
| "eval_samples_per_second": 682.381, |
| "eval_steps_per_second": 12.042, |
| "step": 8544 |
| }, |
| { |
| "epoch": 90.0, |
| "grad_norm": 0.522067666053772, |
| "learning_rate": 5e-06, |
| "loss": 0.0101, |
| "step": 8640 |
| }, |
| { |
| "epoch": 90.0, |
| "eval_LOCATION_f1": 0.9213483146067417, |
| "eval_LOCATION_number": 86, |
| "eval_LOCATION_precision": 0.8913043478260869, |
| "eval_LOCATION_recall": 0.9534883720930233, |
| "eval_ORGANIZATION_f1": 0.9035812672176309, |
| "eval_ORGANIZATION_number": 178, |
| "eval_ORGANIZATION_precision": 0.8864864864864865, |
| "eval_ORGANIZATION_recall": 0.9213483146067416, |
| "eval_PERSON_f1": 0.9727626459143969, |
| "eval_PERSON_number": 128, |
| "eval_PERSON_precision": 0.9689922480620154, |
| "eval_PERSON_recall": 0.9765625, |
| "eval_loss": 0.05221777409315109, |
| "eval_overall_accuracy": 0.9848852901484481, |
| "eval_overall_f1": 0.9298245614035087, |
| "eval_overall_precision": 0.9137931034482759, |
| "eval_overall_recall": 0.9464285714285714, |
| "eval_runtime": 0.2474, |
| "eval_samples_per_second": 687.184, |
| "eval_steps_per_second": 12.127, |
| "step": 8640 |
| }, |
| { |
| "epoch": 91.0, |
| "grad_norm": 0.78941410779953, |
| "learning_rate": 4.5e-06, |
| "loss": 0.0089, |
| "step": 8736 |
| }, |
| { |
| "epoch": 91.0, |
| "eval_LOCATION_f1": 0.9325842696629213, |
| "eval_LOCATION_number": 86, |
| "eval_LOCATION_precision": 0.9021739130434783, |
| "eval_LOCATION_recall": 0.9651162790697675, |
| "eval_ORGANIZATION_f1": 0.9005524861878453, |
| "eval_ORGANIZATION_number": 178, |
| "eval_ORGANIZATION_precision": 0.8858695652173914, |
| "eval_ORGANIZATION_recall": 0.9157303370786517, |
| "eval_PERSON_f1": 0.9727626459143969, |
| "eval_PERSON_number": 128, |
| "eval_PERSON_precision": 0.9689922480620154, |
| "eval_PERSON_recall": 0.9765625, |
| "eval_loss": 0.052769750356674194, |
| "eval_overall_accuracy": 0.9851551956815114, |
| "eval_overall_f1": 0.9309912170639899, |
| "eval_overall_precision": 0.9160493827160494, |
| "eval_overall_recall": 0.9464285714285714, |
| "eval_runtime": 0.2476, |
| "eval_samples_per_second": 686.665, |
| "eval_steps_per_second": 12.118, |
| "step": 8736 |
| }, |
| { |
| "epoch": 92.0, |
| "grad_norm": 0.3154488503932953, |
| "learning_rate": 4.000000000000001e-06, |
| "loss": 0.0088, |
| "step": 8832 |
| }, |
| { |
| "epoch": 92.0, |
| "eval_LOCATION_f1": 0.9325842696629213, |
| "eval_LOCATION_number": 86, |
| "eval_LOCATION_precision": 0.9021739130434783, |
| "eval_LOCATION_recall": 0.9651162790697675, |
| "eval_ORGANIZATION_f1": 0.9055555555555556, |
| "eval_ORGANIZATION_number": 178, |
| "eval_ORGANIZATION_precision": 0.8956043956043956, |
| "eval_ORGANIZATION_recall": 0.9157303370786517, |
| "eval_PERSON_f1": 0.9727626459143969, |
| "eval_PERSON_number": 128, |
| "eval_PERSON_precision": 0.9689922480620154, |
| "eval_PERSON_recall": 0.9765625, |
| "eval_loss": 0.05468715354800224, |
| "eval_overall_accuracy": 0.9848852901484481, |
| "eval_overall_f1": 0.9333333333333335, |
| "eval_overall_precision": 0.9205955334987593, |
| "eval_overall_recall": 0.9464285714285714, |
| "eval_runtime": 0.2481, |
| "eval_samples_per_second": 685.148, |
| "eval_steps_per_second": 12.091, |
| "step": 8832 |
| }, |
| { |
| "epoch": 93.0, |
| "grad_norm": 0.6052812933921814, |
| "learning_rate": 3.5000000000000004e-06, |
| "loss": 0.0099, |
| "step": 8928 |
| }, |
| { |
| "epoch": 93.0, |
| "eval_LOCATION_f1": 0.9325842696629213, |
| "eval_LOCATION_number": 86, |
| "eval_LOCATION_precision": 0.9021739130434783, |
| "eval_LOCATION_recall": 0.9651162790697675, |
| "eval_ORGANIZATION_f1": 0.9030470914127424, |
| "eval_ORGANIZATION_number": 178, |
| "eval_ORGANIZATION_precision": 0.8907103825136612, |
| "eval_ORGANIZATION_recall": 0.9157303370786517, |
| "eval_PERSON_f1": 0.9727626459143969, |
| "eval_PERSON_number": 128, |
| "eval_PERSON_precision": 0.9689922480620154, |
| "eval_PERSON_recall": 0.9765625, |
| "eval_loss": 0.054242152720689774, |
| "eval_overall_accuracy": 0.9848852901484481, |
| "eval_overall_f1": 0.9321608040201005, |
| "eval_overall_precision": 0.9183168316831684, |
| "eval_overall_recall": 0.9464285714285714, |
| "eval_runtime": 0.2477, |
| "eval_samples_per_second": 686.406, |
| "eval_steps_per_second": 12.113, |
| "step": 8928 |
| }, |
| { |
| "epoch": 94.0, |
| "grad_norm": 0.10974699258804321, |
| "learning_rate": 3e-06, |
| "loss": 0.0095, |
| "step": 9024 |
| }, |
| { |
| "epoch": 94.0, |
| "eval_LOCATION_f1": 0.9325842696629213, |
| "eval_LOCATION_number": 86, |
| "eval_LOCATION_precision": 0.9021739130434783, |
| "eval_LOCATION_recall": 0.9651162790697675, |
| "eval_ORGANIZATION_f1": 0.9030470914127424, |
| "eval_ORGANIZATION_number": 178, |
| "eval_ORGANIZATION_precision": 0.8907103825136612, |
| "eval_ORGANIZATION_recall": 0.9157303370786517, |
| "eval_PERSON_f1": 0.9727626459143969, |
| "eval_PERSON_number": 128, |
| "eval_PERSON_precision": 0.9689922480620154, |
| "eval_PERSON_recall": 0.9765625, |
| "eval_loss": 0.05423642322421074, |
| "eval_overall_accuracy": 0.9848852901484481, |
| "eval_overall_f1": 0.9321608040201005, |
| "eval_overall_precision": 0.9183168316831684, |
| "eval_overall_recall": 0.9464285714285714, |
| "eval_runtime": 0.2481, |
| "eval_samples_per_second": 685.296, |
| "eval_steps_per_second": 12.093, |
| "step": 9024 |
| }, |
| { |
| "epoch": 95.0, |
| "grad_norm": 0.3483632206916809, |
| "learning_rate": 2.5e-06, |
| "loss": 0.0094, |
| "step": 9120 |
| }, |
| { |
| "epoch": 95.0, |
| "eval_LOCATION_f1": 0.9325842696629213, |
| "eval_LOCATION_number": 86, |
| "eval_LOCATION_precision": 0.9021739130434783, |
| "eval_LOCATION_recall": 0.9651162790697675, |
| "eval_ORGANIZATION_f1": 0.9030470914127424, |
| "eval_ORGANIZATION_number": 178, |
| "eval_ORGANIZATION_precision": 0.8907103825136612, |
| "eval_ORGANIZATION_recall": 0.9157303370786517, |
| "eval_PERSON_f1": 0.9765625, |
| "eval_PERSON_number": 128, |
| "eval_PERSON_precision": 0.9765625, |
| "eval_PERSON_recall": 0.9765625, |
| "eval_loss": 0.05356050282716751, |
| "eval_overall_accuracy": 0.9856950067476383, |
| "eval_overall_f1": 0.9333333333333335, |
| "eval_overall_precision": 0.9205955334987593, |
| "eval_overall_recall": 0.9464285714285714, |
| "eval_runtime": 0.2484, |
| "eval_samples_per_second": 684.317, |
| "eval_steps_per_second": 12.076, |
| "step": 9120 |
| }, |
| { |
| "epoch": 96.0, |
| "grad_norm": 0.06140005588531494, |
| "learning_rate": 2.0000000000000003e-06, |
| "loss": 0.0093, |
| "step": 9216 |
| }, |
| { |
| "epoch": 96.0, |
| "eval_LOCATION_f1": 0.9325842696629213, |
| "eval_LOCATION_number": 86, |
| "eval_LOCATION_precision": 0.9021739130434783, |
| "eval_LOCATION_recall": 0.9651162790697675, |
| "eval_ORGANIZATION_f1": 0.9060773480662982, |
| "eval_ORGANIZATION_number": 178, |
| "eval_ORGANIZATION_precision": 0.8913043478260869, |
| "eval_ORGANIZATION_recall": 0.9213483146067416, |
| "eval_PERSON_f1": 0.9765625, |
| "eval_PERSON_number": 128, |
| "eval_PERSON_precision": 0.9765625, |
| "eval_PERSON_recall": 0.9765625, |
| "eval_loss": 0.05313665792346001, |
| "eval_overall_accuracy": 0.9862348178137652, |
| "eval_overall_f1": 0.934673366834171, |
| "eval_overall_precision": 0.9207920792079208, |
| "eval_overall_recall": 0.9489795918367347, |
| "eval_runtime": 0.2477, |
| "eval_samples_per_second": 686.243, |
| "eval_steps_per_second": 12.11, |
| "step": 9216 |
| }, |
| { |
| "epoch": 97.0, |
| "grad_norm": 0.0674736350774765, |
| "learning_rate": 1.5e-06, |
| "loss": 0.009, |
| "step": 9312 |
| }, |
| { |
| "epoch": 97.0, |
| "eval_LOCATION_f1": 0.9325842696629213, |
| "eval_LOCATION_number": 86, |
| "eval_LOCATION_precision": 0.9021739130434783, |
| "eval_LOCATION_recall": 0.9651162790697675, |
| "eval_ORGANIZATION_f1": 0.9035812672176309, |
| "eval_ORGANIZATION_number": 178, |
| "eval_ORGANIZATION_precision": 0.8864864864864865, |
| "eval_ORGANIZATION_recall": 0.9213483146067416, |
| "eval_PERSON_f1": 0.9727626459143969, |
| "eval_PERSON_number": 128, |
| "eval_PERSON_precision": 0.9689922480620154, |
| "eval_PERSON_recall": 0.9765625, |
| "eval_loss": 0.053574338555336, |
| "eval_overall_accuracy": 0.9856950067476383, |
| "eval_overall_f1": 0.9323308270676692, |
| "eval_overall_precision": 0.916256157635468, |
| "eval_overall_recall": 0.9489795918367347, |
| "eval_runtime": 0.2475, |
| "eval_samples_per_second": 686.82, |
| "eval_steps_per_second": 12.12, |
| "step": 9312 |
| }, |
| { |
| "epoch": 98.0, |
| "grad_norm": 1.0472229719161987, |
| "learning_rate": 1.0000000000000002e-06, |
| "loss": 0.0099, |
| "step": 9408 |
| }, |
| { |
| "epoch": 98.0, |
| "eval_LOCATION_f1": 0.9325842696629213, |
| "eval_LOCATION_number": 86, |
| "eval_LOCATION_precision": 0.9021739130434783, |
| "eval_LOCATION_recall": 0.9651162790697675, |
| "eval_ORGANIZATION_f1": 0.9055555555555556, |
| "eval_ORGANIZATION_number": 178, |
| "eval_ORGANIZATION_precision": 0.8956043956043956, |
| "eval_ORGANIZATION_recall": 0.9157303370786517, |
| "eval_PERSON_f1": 0.9765625, |
| "eval_PERSON_number": 128, |
| "eval_PERSON_precision": 0.9765625, |
| "eval_PERSON_recall": 0.9765625, |
| "eval_loss": 0.05379428341984749, |
| "eval_overall_accuracy": 0.9854251012145749, |
| "eval_overall_f1": 0.9345088161209069, |
| "eval_overall_precision": 0.9228855721393034, |
| "eval_overall_recall": 0.9464285714285714, |
| "eval_runtime": 0.2473, |
| "eval_samples_per_second": 687.548, |
| "eval_steps_per_second": 12.133, |
| "step": 9408 |
| }, |
| { |
| "epoch": 99.0, |
| "grad_norm": 0.5022507905960083, |
| "learning_rate": 5.000000000000001e-07, |
| "loss": 0.0089, |
| "step": 9504 |
| }, |
| { |
| "epoch": 99.0, |
| "eval_LOCATION_f1": 0.9378531073446328, |
| "eval_LOCATION_number": 86, |
| "eval_LOCATION_precision": 0.9120879120879121, |
| "eval_LOCATION_recall": 0.9651162790697675, |
| "eval_ORGANIZATION_f1": 0.9080779944289694, |
| "eval_ORGANIZATION_number": 178, |
| "eval_ORGANIZATION_precision": 0.9005524861878453, |
| "eval_ORGANIZATION_recall": 0.9157303370786517, |
| "eval_PERSON_f1": 0.9765625, |
| "eval_PERSON_number": 128, |
| "eval_PERSON_precision": 0.9765625, |
| "eval_PERSON_recall": 0.9765625, |
| "eval_loss": 0.054100390523672104, |
| "eval_overall_accuracy": 0.9859649122807017, |
| "eval_overall_f1": 0.9368686868686869, |
| "eval_overall_precision": 0.9275, |
| "eval_overall_recall": 0.9464285714285714, |
| "eval_runtime": 0.2485, |
| "eval_samples_per_second": 684.181, |
| "eval_steps_per_second": 12.074, |
| "step": 9504 |
| }, |
| { |
| "epoch": 100.0, |
| "grad_norm": 0.782418429851532, |
| "learning_rate": 0.0, |
| "loss": 0.0107, |
| "step": 9600 |
| }, |
| { |
| "epoch": 100.0, |
| "eval_LOCATION_f1": 0.9325842696629213, |
| "eval_LOCATION_number": 86, |
| "eval_LOCATION_precision": 0.9021739130434783, |
| "eval_LOCATION_recall": 0.9651162790697675, |
| "eval_ORGANIZATION_f1": 0.9080779944289694, |
| "eval_ORGANIZATION_number": 178, |
| "eval_ORGANIZATION_precision": 0.9005524861878453, |
| "eval_ORGANIZATION_recall": 0.9157303370786517, |
| "eval_PERSON_f1": 0.9765625, |
| "eval_PERSON_number": 128, |
| "eval_PERSON_precision": 0.9765625, |
| "eval_PERSON_recall": 0.9765625, |
| "eval_loss": 0.05406568571925163, |
| "eval_overall_accuracy": 0.9856950067476383, |
| "eval_overall_f1": 0.935687263556116, |
| "eval_overall_precision": 0.9251870324189526, |
| "eval_overall_recall": 0.9464285714285714, |
| "eval_runtime": 0.2469, |
| "eval_samples_per_second": 688.675, |
| "eval_steps_per_second": 12.153, |
| "step": 9600 |
| }, |
| { |
| "epoch": 100.0, |
| "step": 9600, |
| "total_flos": 3908603344703268.0, |
| "train_loss": 0.0451166748503844, |
| "train_runtime": 571.081, |
| "train_samples_per_second": 268.088, |
| "train_steps_per_second": 16.81 |
| } |
| ], |
| "logging_steps": 500, |
| "max_steps": 9600, |
| "num_input_tokens_seen": 0, |
| "num_train_epochs": 100, |
| "save_steps": 500, |
| "total_flos": 3908603344703268.0, |
| "train_batch_size": 16, |
| "trial_name": null, |
| "trial_params": null |
| } |
|
|
