| { | |
| "best_metric": 0.8754390108936493, | |
| "best_model_checkpoint": "distilhubert-finetuned-mixed-data/checkpoint-121", | |
| "epoch": 36.888888888888886, | |
| "eval_steps": 500, | |
| "global_step": 166, | |
| "is_hyper_param_search": false, | |
| "is_local_process_zero": true, | |
| "is_world_process_zero": true, | |
| "log_history": [ | |
| { | |
| "epoch": 0.8888888888888888, | |
| "eval_accuracy": 0.63003663003663, | |
| "eval_confusion_matrix": [ | |
| [ | |
| 53, | |
| 0, | |
| 16, | |
| 3 | |
| ], | |
| [ | |
| 28, | |
| 1, | |
| 31, | |
| 0 | |
| ], | |
| [ | |
| 13, | |
| 0, | |
| 62, | |
| 1 | |
| ], | |
| [ | |
| 3, | |
| 0, | |
| 6, | |
| 56 | |
| ] | |
| ], | |
| "eval_f1": 0.566693372031096, | |
| "eval_loss": 1.31327486038208, | |
| "eval_precision": 0.7361933549293478, | |
| "eval_recall": 0.63003663003663, | |
| "eval_runtime": 2.8436, | |
| "eval_samples_per_second": 96.005, | |
| "eval_steps_per_second": 1.055, | |
| "step": 4 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "eval_accuracy": 0.6593406593406593, | |
| "eval_confusion_matrix": [ | |
| [ | |
| 41, | |
| 10, | |
| 16, | |
| 5 | |
| ], | |
| [ | |
| 21, | |
| 1, | |
| 38, | |
| 0 | |
| ], | |
| [ | |
| 1, | |
| 2, | |
| 73, | |
| 0 | |
| ], | |
| [ | |
| 0, | |
| 0, | |
| 0, | |
| 65 | |
| ] | |
| ], | |
| "eval_f1": 0.595713773130153, | |
| "eval_loss": 0.9242589473724365, | |
| "eval_precision": 0.5696509512811321, | |
| "eval_recall": 0.6593406593406593, | |
| "eval_runtime": 2.8668, | |
| "eval_samples_per_second": 95.227, | |
| "eval_steps_per_second": 1.046, | |
| "step": 9 | |
| }, | |
| { | |
| "epoch": 2.888888888888889, | |
| "eval_accuracy": 0.717948717948718, | |
| "eval_confusion_matrix": [ | |
| [ | |
| 52, | |
| 8, | |
| 7, | |
| 5 | |
| ], | |
| [ | |
| 18, | |
| 5, | |
| 37, | |
| 0 | |
| ], | |
| [ | |
| 1, | |
| 0, | |
| 75, | |
| 0 | |
| ], | |
| [ | |
| 1, | |
| 0, | |
| 0, | |
| 64 | |
| ] | |
| ], | |
| "eval_f1": 0.6621621567125869, | |
| "eval_loss": 0.8232662081718445, | |
| "eval_precision": 0.671303801513745, | |
| "eval_recall": 0.717948717948718, | |
| "eval_runtime": 2.8711, | |
| "eval_samples_per_second": 95.084, | |
| "eval_steps_per_second": 1.045, | |
| "step": 13 | |
| }, | |
| { | |
| "epoch": 4.0, | |
| "eval_accuracy": 0.6959706959706959, | |
| "eval_confusion_matrix": [ | |
| [ | |
| 45, | |
| 9, | |
| 13, | |
| 5 | |
| ], | |
| [ | |
| 13, | |
| 5, | |
| 42, | |
| 0 | |
| ], | |
| [ | |
| 1, | |
| 0, | |
| 75, | |
| 0 | |
| ], | |
| [ | |
| 0, | |
| 0, | |
| 0, | |
| 65 | |
| ] | |
| ], | |
| "eval_f1": 0.6428796900399459, | |
| "eval_loss": 0.951453447341919, | |
| "eval_precision": 0.6613447705829899, | |
| "eval_recall": 0.6959706959706959, | |
| "eval_runtime": 2.8813, | |
| "eval_samples_per_second": 94.75, | |
| "eval_steps_per_second": 1.041, | |
| "step": 18 | |
| }, | |
| { | |
| "epoch": 4.888888888888889, | |
| "eval_accuracy": 0.6666666666666666, | |
| "eval_confusion_matrix": [ | |
| [ | |
| 16, | |
| 49, | |
| 3, | |
| 4 | |
| ], | |
| [ | |
| 1, | |
| 26, | |
| 33, | |
| 0 | |
| ], | |
| [ | |
| 0, | |
| 1, | |
| 75, | |
| 0 | |
| ], | |
| [ | |
| 0, | |
| 0, | |
| 0, | |
| 65 | |
| ] | |
| ], | |
| "eval_f1": 0.6331541584523206, | |
| "eval_loss": 1.0080645084381104, | |
| "eval_precision": 0.7358031394913882, | |
| "eval_recall": 0.6666666666666666, | |
| "eval_runtime": 2.9108, | |
| "eval_samples_per_second": 93.789, | |
| "eval_steps_per_second": 1.031, | |
| "step": 22 | |
| }, | |
| { | |
| "epoch": 6.0, | |
| "eval_accuracy": 0.652014652014652, | |
| "eval_confusion_matrix": [ | |
| [ | |
| 66, | |
| 0, | |
| 0, | |
| 6 | |
| ], | |
| [ | |
| 36, | |
| 16, | |
| 8, | |
| 0 | |
| ], | |
| [ | |
| 10, | |
| 35, | |
| 31, | |
| 0 | |
| ], | |
| [ | |
| 0, | |
| 0, | |
| 0, | |
| 65 | |
| ] | |
| ], | |
| "eval_f1": 0.6302407955860642, | |
| "eval_loss": 0.9598046541213989, | |
| "eval_precision": 0.6636241740077424, | |
| "eval_recall": 0.652014652014652, | |
| "eval_runtime": 2.9773, | |
| "eval_samples_per_second": 91.693, | |
| "eval_steps_per_second": 1.008, | |
| "step": 27 | |
| }, | |
| { | |
| "epoch": 6.888888888888889, | |
| "eval_accuracy": 0.7692307692307693, | |
| "eval_confusion_matrix": [ | |
| [ | |
| 66, | |
| 0, | |
| 0, | |
| 6 | |
| ], | |
| [ | |
| 29, | |
| 21, | |
| 10, | |
| 0 | |
| ], | |
| [ | |
| 3, | |
| 15, | |
| 58, | |
| 0 | |
| ], | |
| [ | |
| 0, | |
| 0, | |
| 0, | |
| 65 | |
| ] | |
| ], | |
| "eval_f1": 0.7527855586679116, | |
| "eval_loss": 0.7898163795471191, | |
| "eval_precision": 0.7612467677056892, | |
| "eval_recall": 0.7692307692307693, | |
| "eval_runtime": 2.8918, | |
| "eval_samples_per_second": 94.404, | |
| "eval_steps_per_second": 1.037, | |
| "step": 31 | |
| }, | |
| { | |
| "epoch": 8.0, | |
| "eval_accuracy": 0.7802197802197802, | |
| "eval_confusion_matrix": [ | |
| [ | |
| 66, | |
| 0, | |
| 0, | |
| 6 | |
| ], | |
| [ | |
| 25, | |
| 15, | |
| 19, | |
| 1 | |
| ], | |
| [ | |
| 1, | |
| 6, | |
| 68, | |
| 1 | |
| ], | |
| [ | |
| 1, | |
| 0, | |
| 0, | |
| 64 | |
| ] | |
| ], | |
| "eval_f1": 0.7471179200524057, | |
| "eval_loss": 0.7337484359741211, | |
| "eval_precision": 0.7733845922309294, | |
| "eval_recall": 0.7802197802197802, | |
| "eval_runtime": 2.9006, | |
| "eval_samples_per_second": 94.119, | |
| "eval_steps_per_second": 1.034, | |
| "step": 36 | |
| }, | |
| { | |
| "epoch": 8.88888888888889, | |
| "eval_accuracy": 0.7912087912087912, | |
| "eval_confusion_matrix": [ | |
| [ | |
| 57, | |
| 8, | |
| 3, | |
| 4 | |
| ], | |
| [ | |
| 13, | |
| 24, | |
| 23, | |
| 0 | |
| ], | |
| [ | |
| 0, | |
| 5, | |
| 71, | |
| 0 | |
| ], | |
| [ | |
| 1, | |
| 0, | |
| 0, | |
| 64 | |
| ] | |
| ], | |
| "eval_f1": 0.7766564722186922, | |
| "eval_loss": 0.7148727178573608, | |
| "eval_precision": 0.7821504483074875, | |
| "eval_recall": 0.7912087912087912, | |
| "eval_runtime": 2.8866, | |
| "eval_samples_per_second": 94.576, | |
| "eval_steps_per_second": 1.039, | |
| "step": 40 | |
| }, | |
| { | |
| "epoch": 10.0, | |
| "eval_accuracy": 0.8168498168498168, | |
| "eval_confusion_matrix": [ | |
| [ | |
| 51, | |
| 8, | |
| 1, | |
| 12 | |
| ], | |
| [ | |
| 10, | |
| 36, | |
| 14, | |
| 0 | |
| ], | |
| [ | |
| 0, | |
| 5, | |
| 71, | |
| 0 | |
| ], | |
| [ | |
| 0, | |
| 0, | |
| 0, | |
| 65 | |
| ] | |
| ], | |
| "eval_f1": 0.8094336953840884, | |
| "eval_loss": 0.7574812173843384, | |
| "eval_precision": 0.8127936625684181, | |
| "eval_recall": 0.8168498168498168, | |
| "eval_runtime": 2.8967, | |
| "eval_samples_per_second": 94.245, | |
| "eval_steps_per_second": 1.036, | |
| "step": 45 | |
| }, | |
| { | |
| "epoch": 10.88888888888889, | |
| "eval_accuracy": 0.8021978021978022, | |
| "eval_confusion_matrix": [ | |
| [ | |
| 48, | |
| 18, | |
| 2, | |
| 4 | |
| ], | |
| [ | |
| 4, | |
| 41, | |
| 15, | |
| 0 | |
| ], | |
| [ | |
| 0, | |
| 7, | |
| 69, | |
| 0 | |
| ], | |
| [ | |
| 3, | |
| 0, | |
| 1, | |
| 61 | |
| ] | |
| ], | |
| "eval_f1": 0.801525180147331, | |
| "eval_loss": 0.7140281200408936, | |
| "eval_precision": 0.8109338936925145, | |
| "eval_recall": 0.8021978021978022, | |
| "eval_runtime": 2.917, | |
| "eval_samples_per_second": 93.589, | |
| "eval_steps_per_second": 1.028, | |
| "step": 49 | |
| }, | |
| { | |
| "epoch": 12.0, | |
| "eval_accuracy": 0.8534798534798534, | |
| "eval_confusion_matrix": [ | |
| [ | |
| 56, | |
| 12, | |
| 0, | |
| 4 | |
| ], | |
| [ | |
| 6, | |
| 43, | |
| 11, | |
| 0 | |
| ], | |
| [ | |
| 0, | |
| 6, | |
| 70, | |
| 0 | |
| ], | |
| [ | |
| 1, | |
| 0, | |
| 0, | |
| 64 | |
| ] | |
| ], | |
| "eval_f1": 0.8523994617102314, | |
| "eval_loss": 0.6672152280807495, | |
| "eval_precision": 0.8540313732642031, | |
| "eval_recall": 0.8534798534798534, | |
| "eval_runtime": 2.8969, | |
| "eval_samples_per_second": 94.238, | |
| "eval_steps_per_second": 1.036, | |
| "step": 54 | |
| }, | |
| { | |
| "epoch": 12.88888888888889, | |
| "eval_accuracy": 0.8498168498168498, | |
| "eval_confusion_matrix": [ | |
| [ | |
| 60, | |
| 8, | |
| 0, | |
| 4 | |
| ], | |
| [ | |
| 8, | |
| 38, | |
| 14, | |
| 0 | |
| ], | |
| [ | |
| 0, | |
| 6, | |
| 70, | |
| 0 | |
| ], | |
| [ | |
| 1, | |
| 0, | |
| 0, | |
| 64 | |
| ] | |
| ], | |
| "eval_f1": 0.8463270052615757, | |
| "eval_loss": 0.6432910561561584, | |
| "eval_precision": 0.8460243715014519, | |
| "eval_recall": 0.8498168498168498, | |
| "eval_runtime": 3.0281, | |
| "eval_samples_per_second": 90.156, | |
| "eval_steps_per_second": 0.991, | |
| "step": 58 | |
| }, | |
| { | |
| "epoch": 14.0, | |
| "eval_accuracy": 0.8278388278388278, | |
| "eval_confusion_matrix": [ | |
| [ | |
| 54, | |
| 13, | |
| 1, | |
| 4 | |
| ], | |
| [ | |
| 7, | |
| 44, | |
| 9, | |
| 0 | |
| ], | |
| [ | |
| 0, | |
| 11, | |
| 65, | |
| 0 | |
| ], | |
| [ | |
| 1, | |
| 1, | |
| 0, | |
| 63 | |
| ] | |
| ], | |
| "eval_f1": 0.82943590265942, | |
| "eval_loss": 0.7395206093788147, | |
| "eval_precision": 0.8350059217447382, | |
| "eval_recall": 0.8278388278388278, | |
| "eval_runtime": 2.9869, | |
| "eval_samples_per_second": 91.399, | |
| "eval_steps_per_second": 1.004, | |
| "step": 63 | |
| }, | |
| { | |
| "epoch": 14.88888888888889, | |
| "eval_accuracy": 0.8315018315018315, | |
| "eval_confusion_matrix": [ | |
| [ | |
| 54, | |
| 13, | |
| 1, | |
| 4 | |
| ], | |
| [ | |
| 10, | |
| 39, | |
| 11, | |
| 0 | |
| ], | |
| [ | |
| 0, | |
| 7, | |
| 69, | |
| 0 | |
| ], | |
| [ | |
| 0, | |
| 0, | |
| 0, | |
| 65 | |
| ] | |
| ], | |
| "eval_f1": 0.8291811389886823, | |
| "eval_loss": 0.7115849852561951, | |
| "eval_precision": 0.829244108966536, | |
| "eval_recall": 0.8315018315018315, | |
| "eval_runtime": 2.9616, | |
| "eval_samples_per_second": 92.181, | |
| "eval_steps_per_second": 1.013, | |
| "step": 67 | |
| }, | |
| { | |
| "epoch": 16.0, | |
| "eval_accuracy": 0.8315018315018315, | |
| "eval_confusion_matrix": [ | |
| [ | |
| 60, | |
| 7, | |
| 1, | |
| 4 | |
| ], | |
| [ | |
| 10, | |
| 39, | |
| 11, | |
| 0 | |
| ], | |
| [ | |
| 0, | |
| 11, | |
| 65, | |
| 0 | |
| ], | |
| [ | |
| 1, | |
| 1, | |
| 0, | |
| 63 | |
| ] | |
| ], | |
| "eval_f1": 0.8304073820984628, | |
| "eval_loss": 0.7295921444892883, | |
| "eval_precision": 0.8295426562258641, | |
| "eval_recall": 0.8315018315018315, | |
| "eval_runtime": 2.8758, | |
| "eval_samples_per_second": 94.932, | |
| "eval_steps_per_second": 1.043, | |
| "step": 72 | |
| }, | |
| { | |
| "epoch": 16.88888888888889, | |
| "eval_accuracy": 0.8644688644688645, | |
| "eval_confusion_matrix": [ | |
| [ | |
| 62, | |
| 5, | |
| 1, | |
| 4 | |
| ], | |
| [ | |
| 9, | |
| 37, | |
| 14, | |
| 0 | |
| ], | |
| [ | |
| 0, | |
| 3, | |
| 73, | |
| 0 | |
| ], | |
| [ | |
| 1, | |
| 0, | |
| 0, | |
| 64 | |
| ] | |
| ], | |
| "eval_f1": 0.8589767100678526, | |
| "eval_loss": 0.7055637240409851, | |
| "eval_precision": 0.8628397746044805, | |
| "eval_recall": 0.8644688644688645, | |
| "eval_runtime": 3.074, | |
| "eval_samples_per_second": 88.809, | |
| "eval_steps_per_second": 0.976, | |
| "step": 76 | |
| }, | |
| { | |
| "epoch": 18.0, | |
| "eval_accuracy": 0.8644688644688645, | |
| "eval_confusion_matrix": [ | |
| [ | |
| 65, | |
| 2, | |
| 1, | |
| 4 | |
| ], | |
| [ | |
| 13, | |
| 42, | |
| 5, | |
| 0 | |
| ], | |
| [ | |
| 0, | |
| 12, | |
| 64, | |
| 0 | |
| ], | |
| [ | |
| 0, | |
| 0, | |
| 0, | |
| 65 | |
| ] | |
| ], | |
| "eval_f1": 0.8627769756077204, | |
| "eval_loss": 0.7563945651054382, | |
| "eval_precision": 0.8634344261673453, | |
| "eval_recall": 0.8644688644688645, | |
| "eval_runtime": 3.0072, | |
| "eval_samples_per_second": 90.783, | |
| "eval_steps_per_second": 0.998, | |
| "step": 81 | |
| }, | |
| { | |
| "epoch": 18.88888888888889, | |
| "eval_accuracy": 0.8424908424908425, | |
| "eval_confusion_matrix": [ | |
| [ | |
| 64, | |
| 4, | |
| 0, | |
| 4 | |
| ], | |
| [ | |
| 11, | |
| 41, | |
| 8, | |
| 0 | |
| ], | |
| [ | |
| 0, | |
| 10, | |
| 66, | |
| 0 | |
| ], | |
| [ | |
| 6, | |
| 0, | |
| 0, | |
| 59 | |
| ] | |
| ], | |
| "eval_f1": 0.8418306879608031, | |
| "eval_loss": 0.7825365662574768, | |
| "eval_precision": 0.8434907006335578, | |
| "eval_recall": 0.8424908424908425, | |
| "eval_runtime": 3.0343, | |
| "eval_samples_per_second": 89.972, | |
| "eval_steps_per_second": 0.989, | |
| "step": 85 | |
| }, | |
| { | |
| "epoch": 20.0, | |
| "eval_accuracy": 0.8058608058608059, | |
| "eval_confusion_matrix": [ | |
| [ | |
| 40, | |
| 28, | |
| 1, | |
| 3 | |
| ], | |
| [ | |
| 2, | |
| 50, | |
| 8, | |
| 0 | |
| ], | |
| [ | |
| 0, | |
| 11, | |
| 65, | |
| 0 | |
| ], | |
| [ | |
| 0, | |
| 0, | |
| 0, | |
| 65 | |
| ] | |
| ], | |
| "eval_f1": 0.8065760931078588, | |
| "eval_loss": 0.8426868915557861, | |
| "eval_precision": 0.8467707085637404, | |
| "eval_recall": 0.8058608058608059, | |
| "eval_runtime": 3.0783, | |
| "eval_samples_per_second": 88.686, | |
| "eval_steps_per_second": 0.975, | |
| "step": 90 | |
| }, | |
| { | |
| "epoch": 20.88888888888889, | |
| "eval_accuracy": 0.8498168498168498, | |
| "eval_confusion_matrix": [ | |
| [ | |
| 63, | |
| 4, | |
| 0, | |
| 5 | |
| ], | |
| [ | |
| 13, | |
| 40, | |
| 7, | |
| 0 | |
| ], | |
| [ | |
| 0, | |
| 12, | |
| 64, | |
| 0 | |
| ], | |
| [ | |
| 0, | |
| 0, | |
| 0, | |
| 65 | |
| ] | |
| ], | |
| "eval_f1": 0.8477878057985963, | |
| "eval_loss": 0.7440442442893982, | |
| "eval_precision": 0.8476393351433065, | |
| "eval_recall": 0.8498168498168498, | |
| "eval_runtime": 2.9875, | |
| "eval_samples_per_second": 91.38, | |
| "eval_steps_per_second": 1.004, | |
| "step": 94 | |
| }, | |
| { | |
| "epoch": 22.0, | |
| "eval_accuracy": 0.8608058608058609, | |
| "eval_confusion_matrix": [ | |
| [ | |
| 66, | |
| 1, | |
| 1, | |
| 4 | |
| ], | |
| [ | |
| 13, | |
| 36, | |
| 11, | |
| 0 | |
| ], | |
| [ | |
| 0, | |
| 5, | |
| 71, | |
| 0 | |
| ], | |
| [ | |
| 3, | |
| 0, | |
| 0, | |
| 62 | |
| ] | |
| ], | |
| "eval_f1": 0.855194718990792, | |
| "eval_loss": 0.7338178753852844, | |
| "eval_precision": 0.8624631692093176, | |
| "eval_recall": 0.8608058608058609, | |
| "eval_runtime": 2.98, | |
| "eval_samples_per_second": 91.611, | |
| "eval_steps_per_second": 1.007, | |
| "step": 99 | |
| }, | |
| { | |
| "epoch": 22.88888888888889, | |
| "eval_accuracy": 0.8498168498168498, | |
| "eval_confusion_matrix": [ | |
| [ | |
| 58, | |
| 10, | |
| 0, | |
| 4 | |
| ], | |
| [ | |
| 10, | |
| 43, | |
| 7, | |
| 0 | |
| ], | |
| [ | |
| 0, | |
| 7, | |
| 69, | |
| 0 | |
| ], | |
| [ | |
| 2, | |
| 1, | |
| 0, | |
| 62 | |
| ] | |
| ], | |
| "eval_f1": 0.8497737987724402, | |
| "eval_loss": 0.7231407761573792, | |
| "eval_precision": 0.8498638493954653, | |
| "eval_recall": 0.8498168498168498, | |
| "eval_runtime": 2.9272, | |
| "eval_samples_per_second": 93.262, | |
| "eval_steps_per_second": 1.025, | |
| "step": 103 | |
| }, | |
| { | |
| "epoch": 24.0, | |
| "eval_accuracy": 0.8424908424908425, | |
| "eval_confusion_matrix": [ | |
| [ | |
| 67, | |
| 1, | |
| 0, | |
| 4 | |
| ], | |
| [ | |
| 12, | |
| 44, | |
| 4, | |
| 0 | |
| ], | |
| [ | |
| 0, | |
| 18, | |
| 58, | |
| 0 | |
| ], | |
| [ | |
| 2, | |
| 2, | |
| 0, | |
| 61 | |
| ] | |
| ], | |
| "eval_f1": 0.8431607380967995, | |
| "eval_loss": 0.752363920211792, | |
| "eval_precision": 0.8507974885146101, | |
| "eval_recall": 0.8424908424908425, | |
| "eval_runtime": 3.0257, | |
| "eval_samples_per_second": 90.228, | |
| "eval_steps_per_second": 0.992, | |
| "step": 108 | |
| }, | |
| { | |
| "epoch": 24.88888888888889, | |
| "eval_accuracy": 0.8498168498168498, | |
| "eval_confusion_matrix": [ | |
| [ | |
| 66, | |
| 0, | |
| 1, | |
| 5 | |
| ], | |
| [ | |
| 15, | |
| 28, | |
| 17, | |
| 0 | |
| ], | |
| [ | |
| 0, | |
| 2, | |
| 74, | |
| 0 | |
| ], | |
| [ | |
| 1, | |
| 0, | |
| 0, | |
| 64 | |
| ] | |
| ], | |
| "eval_f1": 0.8354928653436116, | |
| "eval_loss": 0.7849779725074768, | |
| "eval_precision": 0.8621667009790022, | |
| "eval_recall": 0.8498168498168498, | |
| "eval_runtime": 2.8819, | |
| "eval_samples_per_second": 94.73, | |
| "eval_steps_per_second": 1.041, | |
| "step": 112 | |
| }, | |
| { | |
| "epoch": 26.0, | |
| "eval_accuracy": 0.8131868131868132, | |
| "eval_confusion_matrix": [ | |
| [ | |
| 62, | |
| 6, | |
| 0, | |
| 4 | |
| ], | |
| [ | |
| 11, | |
| 44, | |
| 5, | |
| 0 | |
| ], | |
| [ | |
| 0, | |
| 24, | |
| 52, | |
| 0 | |
| ], | |
| [ | |
| 1, | |
| 0, | |
| 0, | |
| 64 | |
| ] | |
| ], | |
| "eval_f1": 0.8151598256855266, | |
| "eval_loss": 0.7896661162376404, | |
| "eval_precision": 0.8297062414709473, | |
| "eval_recall": 0.8131868131868132, | |
| "eval_runtime": 2.8953, | |
| "eval_samples_per_second": 94.291, | |
| "eval_steps_per_second": 1.036, | |
| "step": 117 | |
| }, | |
| { | |
| "epoch": 26.88888888888889, | |
| "eval_accuracy": 0.8791208791208791, | |
| "eval_confusion_matrix": [ | |
| [ | |
| 66, | |
| 1, | |
| 1, | |
| 4 | |
| ], | |
| [ | |
| 13, | |
| 40, | |
| 7, | |
| 0 | |
| ], | |
| [ | |
| 1, | |
| 6, | |
| 69, | |
| 0 | |
| ], | |
| [ | |
| 0, | |
| 0, | |
| 0, | |
| 65 | |
| ] | |
| ], | |
| "eval_f1": 0.8754390108936493, | |
| "eval_loss": 0.7321063876152039, | |
| "eval_precision": 0.878386849630407, | |
| "eval_recall": 0.8791208791208791, | |
| "eval_runtime": 2.8941, | |
| "eval_samples_per_second": 94.329, | |
| "eval_steps_per_second": 1.037, | |
| "step": 121 | |
| }, | |
| { | |
| "epoch": 28.0, | |
| "eval_accuracy": 0.8608058608058609, | |
| "eval_confusion_matrix": [ | |
| [ | |
| 66, | |
| 2, | |
| 0, | |
| 4 | |
| ], | |
| [ | |
| 15, | |
| 40, | |
| 5, | |
| 0 | |
| ], | |
| [ | |
| 1, | |
| 11, | |
| 64, | |
| 0 | |
| ], | |
| [ | |
| 0, | |
| 0, | |
| 0, | |
| 65 | |
| ] | |
| ], | |
| "eval_f1": 0.8583938406059761, | |
| "eval_loss": 0.7691925168037415, | |
| "eval_precision": 0.8606552236676889, | |
| "eval_recall": 0.8608058608058609, | |
| "eval_runtime": 2.9043, | |
| "eval_samples_per_second": 93.997, | |
| "eval_steps_per_second": 1.033, | |
| "step": 126 | |
| }, | |
| { | |
| "epoch": 28.88888888888889, | |
| "eval_accuracy": 0.8461538461538461, | |
| "eval_confusion_matrix": [ | |
| [ | |
| 60, | |
| 8, | |
| 0, | |
| 4 | |
| ], | |
| [ | |
| 10, | |
| 41, | |
| 9, | |
| 0 | |
| ], | |
| [ | |
| 0, | |
| 11, | |
| 65, | |
| 0 | |
| ], | |
| [ | |
| 0, | |
| 0, | |
| 0, | |
| 65 | |
| ] | |
| ], | |
| "eval_f1": 0.8453166248415355, | |
| "eval_loss": 0.764687716960907, | |
| "eval_precision": 0.8450656649414414, | |
| "eval_recall": 0.8461538461538461, | |
| "eval_runtime": 2.8898, | |
| "eval_samples_per_second": 94.47, | |
| "eval_steps_per_second": 1.038, | |
| "step": 130 | |
| }, | |
| { | |
| "epoch": 30.0, | |
| "eval_accuracy": 0.8461538461538461, | |
| "eval_confusion_matrix": [ | |
| [ | |
| 60, | |
| 8, | |
| 0, | |
| 4 | |
| ], | |
| [ | |
| 10, | |
| 40, | |
| 10, | |
| 0 | |
| ], | |
| [ | |
| 0, | |
| 10, | |
| 66, | |
| 0 | |
| ], | |
| [ | |
| 0, | |
| 0, | |
| 0, | |
| 65 | |
| ] | |
| ], | |
| "eval_f1": 0.8446254139808331, | |
| "eval_loss": 0.7896224856376648, | |
| "eval_precision": 0.8436830773519571, | |
| "eval_recall": 0.8461538461538461, | |
| "eval_runtime": 2.9051, | |
| "eval_samples_per_second": 93.974, | |
| "eval_steps_per_second": 1.033, | |
| "step": 135 | |
| }, | |
| { | |
| "epoch": 30.88888888888889, | |
| "eval_accuracy": 0.8571428571428571, | |
| "eval_confusion_matrix": [ | |
| [ | |
| 62, | |
| 6, | |
| 0, | |
| 4 | |
| ], | |
| [ | |
| 12, | |
| 41, | |
| 7, | |
| 0 | |
| ], | |
| [ | |
| 0, | |
| 10, | |
| 66, | |
| 0 | |
| ], | |
| [ | |
| 0, | |
| 0, | |
| 0, | |
| 65 | |
| ] | |
| ], | |
| "eval_f1": 0.8556429580063329, | |
| "eval_loss": 0.7785082459449768, | |
| "eval_precision": 0.8550418750412481, | |
| "eval_recall": 0.8571428571428571, | |
| "eval_runtime": 2.9144, | |
| "eval_samples_per_second": 93.672, | |
| "eval_steps_per_second": 1.029, | |
| "step": 139 | |
| }, | |
| { | |
| "epoch": 32.0, | |
| "eval_accuracy": 0.8571428571428571, | |
| "eval_confusion_matrix": [ | |
| [ | |
| 62, | |
| 6, | |
| 0, | |
| 4 | |
| ], | |
| [ | |
| 13, | |
| 41, | |
| 6, | |
| 0 | |
| ], | |
| [ | |
| 0, | |
| 10, | |
| 66, | |
| 0 | |
| ], | |
| [ | |
| 0, | |
| 0, | |
| 0, | |
| 65 | |
| ] | |
| ], | |
| "eval_f1": 0.855785572180052, | |
| "eval_loss": 0.7778924107551575, | |
| "eval_precision": 0.8555913753167756, | |
| "eval_recall": 0.8571428571428571, | |
| "eval_runtime": 2.8889, | |
| "eval_samples_per_second": 94.501, | |
| "eval_steps_per_second": 1.038, | |
| "step": 144 | |
| }, | |
| { | |
| "epoch": 32.888888888888886, | |
| "eval_accuracy": 0.8498168498168498, | |
| "eval_confusion_matrix": [ | |
| [ | |
| 64, | |
| 4, | |
| 0, | |
| 4 | |
| ], | |
| [ | |
| 14, | |
| 37, | |
| 9, | |
| 0 | |
| ], | |
| [ | |
| 0, | |
| 10, | |
| 66, | |
| 0 | |
| ], | |
| [ | |
| 0, | |
| 0, | |
| 0, | |
| 65 | |
| ] | |
| ], | |
| "eval_f1": 0.8459222988470789, | |
| "eval_loss": 0.7852644324302673, | |
| "eval_precision": 0.8451216809509156, | |
| "eval_recall": 0.8498168498168498, | |
| "eval_runtime": 2.897, | |
| "eval_samples_per_second": 94.237, | |
| "eval_steps_per_second": 1.036, | |
| "step": 148 | |
| }, | |
| { | |
| "epoch": 34.0, | |
| "eval_accuracy": 0.8498168498168498, | |
| "eval_confusion_matrix": [ | |
| [ | |
| 65, | |
| 3, | |
| 0, | |
| 4 | |
| ], | |
| [ | |
| 16, | |
| 36, | |
| 8, | |
| 0 | |
| ], | |
| [ | |
| 1, | |
| 9, | |
| 66, | |
| 0 | |
| ], | |
| [ | |
| 0, | |
| 0, | |
| 0, | |
| 65 | |
| ] | |
| ], | |
| "eval_f1": 0.8451242574057074, | |
| "eval_loss": 0.7895408868789673, | |
| "eval_precision": 0.8464792621738539, | |
| "eval_recall": 0.8498168498168498, | |
| "eval_runtime": 2.8905, | |
| "eval_samples_per_second": 94.447, | |
| "eval_steps_per_second": 1.038, | |
| "step": 153 | |
| }, | |
| { | |
| "epoch": 34.888888888888886, | |
| "eval_accuracy": 0.8498168498168498, | |
| "eval_confusion_matrix": [ | |
| [ | |
| 65, | |
| 3, | |
| 0, | |
| 4 | |
| ], | |
| [ | |
| 17, | |
| 37, | |
| 6, | |
| 0 | |
| ], | |
| [ | |
| 1, | |
| 10, | |
| 65, | |
| 0 | |
| ], | |
| [ | |
| 0, | |
| 0, | |
| 0, | |
| 65 | |
| ] | |
| ], | |
| "eval_f1": 0.846231937670728, | |
| "eval_loss": 0.7909458875656128, | |
| "eval_precision": 0.8483329341222641, | |
| "eval_recall": 0.8498168498168498, | |
| "eval_runtime": 2.8909, | |
| "eval_samples_per_second": 94.434, | |
| "eval_steps_per_second": 1.038, | |
| "step": 157 | |
| }, | |
| { | |
| "epoch": 36.0, | |
| "eval_accuracy": 0.8461538461538461, | |
| "eval_confusion_matrix": [ | |
| [ | |
| 65, | |
| 3, | |
| 0, | |
| 4 | |
| ], | |
| [ | |
| 18, | |
| 36, | |
| 6, | |
| 0 | |
| ], | |
| [ | |
| 1, | |
| 10, | |
| 65, | |
| 0 | |
| ], | |
| [ | |
| 0, | |
| 0, | |
| 0, | |
| 65 | |
| ] | |
| ], | |
| "eval_f1": 0.8421377779092111, | |
| "eval_loss": 0.7950576543807983, | |
| "eval_precision": 0.844707938513005, | |
| "eval_recall": 0.8461538461538461, | |
| "eval_runtime": 2.8992, | |
| "eval_samples_per_second": 94.165, | |
| "eval_steps_per_second": 1.035, | |
| "step": 162 | |
| }, | |
| { | |
| "epoch": 36.888888888888886, | |
| "eval_accuracy": 0.8461538461538461, | |
| "eval_confusion_matrix": [ | |
| [ | |
| 65, | |
| 3, | |
| 0, | |
| 4 | |
| ], | |
| [ | |
| 18, | |
| 36, | |
| 6, | |
| 0 | |
| ], | |
| [ | |
| 1, | |
| 10, | |
| 65, | |
| 0 | |
| ], | |
| [ | |
| 0, | |
| 0, | |
| 0, | |
| 65 | |
| ] | |
| ], | |
| "eval_f1": 0.8421377779092111, | |
| "eval_loss": 0.7976939082145691, | |
| "eval_precision": 0.844707938513005, | |
| "eval_recall": 0.8461538461538461, | |
| "eval_runtime": 2.8938, | |
| "eval_samples_per_second": 94.339, | |
| "eval_steps_per_second": 1.037, | |
| "step": 166 | |
| } | |
| ], | |
| "logging_steps": 500, | |
| "max_steps": 180, | |
| "num_input_tokens_seen": 0, | |
| "num_train_epochs": 45, | |
| "save_steps": 500, | |
| "stateful_callbacks": { | |
| "TrainerControl": { | |
| "args": { | |
| "should_epoch_stop": false, | |
| "should_evaluate": false, | |
| "should_log": false, | |
| "should_save": true, | |
| "should_training_stop": false | |
| }, | |
| "attributes": {} | |
| } | |
| }, | |
| "total_flos": 9.17195571648e+16, | |
| "train_batch_size": 128, | |
| "trial_name": null, | |
| "trial_params": null | |
| } | |