{
  "best_metric": 0.2527652680873871,
  "best_model_checkpoint": "longformer-sep_tok/checkpoint-324",
  "epoch": 6.0,
  "eval_steps": 500,
  "global_step": 486,
  "is_hyper_param_search": false,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 1.0,
      "eval_Claim": {
        "f1-score": 0.580553004795429,
        "precision": 0.5136306192453511,
        "recall": 0.6675269826372595,
        "support": 4262.0
      },
      "eval_MajorClaim": {
        "f1-score": 0.6929252383341696,
        "precision": 0.7583745194947831,
        "recall": 0.6378752886836028,
        "support": 2165.0
      },
      "eval_O": {
        "f1-score": 0.9968272281511393,
        "precision": 0.9967861557478368,
        "recall": 0.996868303939344,
        "support": 12134.0
      },
      "eval_Premise": {
        "f1-score": 0.8769487750556793,
        "precision": 0.9107806691449815,
        "recall": 0.8455403021704119,
        "support": 13039.0
      },
      "eval_accuracy": 0.8654113924050633,
      "eval_loss": 0.32089120149612427,
      "eval_macro avg": {
        "f1-score": 0.7868135615841043,
        "precision": 0.7948929909082382,
        "recall": 0.7869527193576545,
        "support": 31600.0
      },
      "eval_runtime": 5.9486,
      "eval_samples_per_second": 13.449,
      "eval_steps_per_second": 1.681,
      "eval_weighted avg": {
        "f1-score": 0.8703967313850799,
        "precision": 0.8797989523023909,
        "recall": 0.8654113924050633,
        "support": 31600.0
      },
      "step": 81
    },
    {
      "epoch": 2.0,
      "eval_Claim": {
        "f1-score": 0.6029902384776968,
        "precision": 0.6369094231271208,
        "recall": 0.5725011731581418,
        "support": 4262.0
      },
      "eval_MajorClaim": {
        "f1-score": 0.8179940325912326,
        "precision": 0.8129562043795621,
        "recall": 0.8230946882217091,
        "support": 2165.0
      },
      "eval_O": {
        "f1-score": 0.9984359565360553,
        "precision": 0.9972866304884065,
        "recall": 0.9995879347288611,
        "support": 12134.0
      },
      "eval_Premise": {
        "f1-score": 0.9017917895214335,
        "precision": 0.8891539321654864,
        "recall": 0.9147940793005599,
        "support": 13039.0
      },
      "eval_accuracy": 0.8949050632911393,
      "eval_loss": 0.25671303272247314,
      "eval_macro avg": {
        "f1-score": 0.8303030042816045,
        "precision": 0.8340765475401439,
        "recall": 0.8274944688523179,
        "support": 31600.0
      },
      "eval_runtime": 5.97,
      "eval_samples_per_second": 13.4,
      "eval_steps_per_second": 1.675,
      "eval_weighted avg": {
        "f1-score": 0.8928603328205832,
        "precision": 0.8914339316361279,
        "recall": 0.8949050632911393,
        "support": 31600.0
      },
      "step": 162
    },
    {
      "epoch": 3.0,
      "eval_Claim": {
        "f1-score": 0.6010706092276319,
        "precision": 0.6579241071428571,
        "recall": 0.5532613796339747,
        "support": 4262.0
      },
      "eval_MajorClaim": {
        "f1-score": 0.8101840181497353,
        "precision": 0.8917869034406215,
        "recall": 0.7422632794457275,
        "support": 2165.0
      },
      "eval_O": {
        "f1-score": 0.997983456109305,
        "precision": 0.9967118783394986,
        "recall": 0.9992582825119499,
        "support": 12134.0
      },
      "eval_Premise": {
        "f1-score": 0.9085203780271707,
        "precision": 0.8758630507509432,
        "recall": 0.9437073395199018,
        "support": 13039.0
      },
      "eval_accuracy": 0.8985759493670886,
      "eval_loss": 0.2674676775932312,
      "eval_macro avg": {
        "f1-score": 0.8294396153784607,
        "precision": 0.8555714849184801,
        "recall": 0.8096225702778885,
        "support": 31600.0
      },
      "eval_runtime": 6.0212,
      "eval_samples_per_second": 13.286,
      "eval_steps_per_second": 1.661,
      "eval_weighted avg": {
        "f1-score": 0.894668981055346,
        "precision": 0.8939642861109123,
        "recall": 0.8985759493670886,
        "support": 31600.0
      },
      "step": 243
    },
    {
      "epoch": 4.0,
      "eval_Claim": {
        "f1-score": 0.66,
        "precision": 0.6399294843543412,
        "recall": 0.681370248709526,
        "support": 4262.0
      },
      "eval_MajorClaim": {
        "f1-score": 0.8682903759754079,
        "precision": 0.8895348837209303,
        "recall": 0.8480369515011548,
        "support": 2165.0
      },
      "eval_O": {
        "f1-score": 0.9983125488743466,
        "precision": 0.9971224204554797,
        "recall": 0.9995055216746332,
        "support": 12134.0
      },
      "eval_Premise": {
        "f1-score": 0.9011362757980985,
        "precision": 0.9082976236852357,
        "recall": 0.8940869698596519,
        "support": 13039.0
      },
      "eval_accuracy": 0.9027215189873418,
      "eval_loss": 0.2527652680873871,
      "eval_macro avg": {
        "f1-score": 0.8569348001619632,
        "precision": 0.8587211030539967,
        "recall": 0.8557499229362415,
        "support": 31600.0
      },
      "eval_runtime": 5.9641,
      "eval_samples_per_second": 13.414,
      "eval_steps_per_second": 1.677,
      "eval_weighted avg": {
        "f1-score": 0.9036775010177053,
        "precision": 0.9049240079307782,
        "recall": 0.9027215189873418,
        "support": 31600.0
      },
      "step": 324
    },
    {
      "epoch": 5.0,
      "eval_Claim": {
        "f1-score": 0.6614122219822932,
        "precision": 0.6126,
        "recall": 0.7186766776161426,
        "support": 4262.0
      },
      "eval_MajorClaim": {
        "f1-score": 0.805946376426865,
        "precision": 0.947565543071161,
        "recall": 0.7011547344110854,
        "support": 2165.0
      },
      "eval_O": {
        "f1-score": 0.998518030627367,
        "precision": 0.9975324888962,
        "recall": 0.9995055216746332,
        "support": 12134.0
      },
      "eval_Premise": {
        "f1-score": 0.9051354379999227,
        "precision": 0.9121495327102803,
        "recall": 0.8982283917478334,
        "support": 13039.0
      },
      "eval_accuracy": 0.8993987341772152,
      "eval_loss": 0.29903507232666016,
      "eval_macro avg": {
        "f1-score": 0.842753016759112,
        "precision": 0.8674618911694103,
        "recall": 0.8293913313624237,
        "support": 31600.0
      },
      "eval_runtime": 5.9489,
      "eval_samples_per_second": 13.448,
      "eval_steps_per_second": 1.681,
      "eval_weighted avg": {
        "f1-score": 0.9013256821128531,
        "precision": 0.9069606828488892,
        "recall": 0.8993987341772152,
        "support": 31600.0
      },
      "step": 405
    },
    {
      "epoch": 6.0,
      "eval_Claim": {
        "f1-score": 0.6276952563488261,
        "precision": 0.6412139011257953,
        "recall": 0.6147348662599719,
        "support": 4262.0
      },
      "eval_MajorClaim": {
        "f1-score": 0.8774834437086093,
        "precision": 0.8991759573436743,
        "recall": 0.8568129330254042,
        "support": 2165.0
      },
      "eval_O": {
        "f1-score": 0.9990939044481055,
        "precision": 0.99860036225918,
        "recall": 0.9995879347288611,
        "support": 12134.0
      },
      "eval_Premise": {
        "f1-score": 0.8991800789553598,
        "precision": 0.8901916572717024,
        "recall": 0.9083518674744996,
        "support": 13039.0
      },
      "eval_accuracy": 0.900253164556962,
      "eval_loss": 0.3113674819469452,
      "eval_macro avg": {
        "f1-score": 0.8508631708652252,
        "precision": 0.8572954695000881,
        "recall": 0.8448719003721842,
        "support": 31600.0
      },
      "eval_runtime": 5.9773,
      "eval_samples_per_second": 13.384,
      "eval_steps_per_second": 1.673,
      "eval_weighted avg": {
        "f1-score": 0.8994431431727875,
        "precision": 0.8988542850970194,
        "recall": 0.900253164556962,
        "support": 31600.0
      },
      "step": 486
    }
  ],
  "logging_steps": 500,
  "max_steps": 1620,
  "num_input_tokens_seen": 0,
  "num_train_epochs": 20,
  "save_steps": 500,
  "total_flos": 862732396360800.0,
  "train_batch_size": 4,
  "trial_name": null,
  "trial_params": null
}