{
  "best_global_step": 1500,
  "best_metric": 0.9490445859872612,
  "best_model_checkpoint": "/workspace/AI/Trend_Primus-FineWeb_Filtering-pipeline/securebert_finetuned/defensive_vs_rest/checkpoint-1500",
  "epoch": 2.7272727272727275,
  "eval_steps": 300,
  "global_step": 1500,
  "is_hyper_param_search": false,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 0.18181818181818182,
      "grad_norm": 1.2393633127212524,
      "learning_rate": 5.6571428571428576e-06,
      "loss": 0.1439,
      "step": 100
    },
    {
      "epoch": 0.36363636363636365,
      "grad_norm": 1.2253516912460327,
      "learning_rate": 1.1371428571428573e-05,
      "loss": 0.0855,
      "step": 200
    },
    {
      "epoch": 0.5454545454545454,
      "grad_norm": 0.6038007140159607,
      "learning_rate": 1.708571428571429e-05,
      "loss": 0.0369,
      "step": 300
    },
    {
      "epoch": 0.5454545454545454,
      "eval_f1": 0.8451570393147375,
      "eval_f2": 0.9234018045690152,
      "eval_loss": 0.022321535274386406,
      "eval_precision": 0.7405696689761355,
      "eval_recall": 0.9841432225063939,
      "eval_runtime": 10.9053,
      "eval_samples_per_second": 717.082,
      "eval_steps_per_second": 11.279,
      "step": 300
    },
    {
      "epoch": 0.7272727272727273,
      "grad_norm": 0.47052955627441406,
      "learning_rate": 1.924615384615385e-05,
      "loss": 0.0203,
      "step": 400
    },
    {
      "epoch": 0.9090909090909091,
      "grad_norm": 2.0642011165618896,
      "learning_rate": 1.770769230769231e-05,
      "loss": 0.0176,
      "step": 500
    },
    {
      "epoch": 1.0909090909090908,
      "grad_norm": 0.28900912404060364,
      "learning_rate": 1.6169230769230772e-05,
      "loss": 0.0116,
      "step": 600
    },
    {
      "epoch": 1.0909090909090908,
      "eval_f1": 0.9583852479441815,
      "eval_f2": 0.9733751771613687,
      "eval_loss": 0.013802087865769863,
      "eval_precision": 0.934402332361516,
      "eval_recall": 0.9836317135549872,
      "eval_runtime": 11.4515,
      "eval_samples_per_second": 682.883,
      "eval_steps_per_second": 10.741,
      "step": 600
    },
    {
      "epoch": 1.2727272727272727,
      "grad_norm": 0.4510941803455353,
      "learning_rate": 1.4630769230769233e-05,
      "loss": 0.0083,
      "step": 700
    },
    {
      "epoch": 1.4545454545454546,
      "grad_norm": 0.546210765838623,
      "learning_rate": 1.3092307692307693e-05,
      "loss": 0.0074,
      "step": 800
    },
    {
      "epoch": 1.6363636363636362,
      "grad_norm": 2.2349956035614014,
      "learning_rate": 1.1553846153846156e-05,
      "loss": 0.0084,
      "step": 900
    },
    {
      "epoch": 1.6363636363636362,
      "eval_f1": 0.9500734214390602,
      "eval_f2": 0.9752788664455834,
      "eval_loss": 0.009357056580483913,
      "eval_precision": 0.9108399812294697,
      "eval_recall": 0.992838874680307,
      "eval_runtime": 11.0303,
      "eval_samples_per_second": 708.955,
      "eval_steps_per_second": 11.151,
      "step": 900
    },
    {
      "epoch": 1.8181818181818183,
      "grad_norm": 0.4002629518508911,
      "learning_rate": 1.0015384615384615e-05,
      "loss": 0.0076,
      "step": 1000
    },
    {
      "epoch": 2.0,
      "grad_norm": 0.0686814934015274,
      "learning_rate": 8.476923076923078e-06,
      "loss": 0.0063,
      "step": 1100
    },
    {
      "epoch": 2.1818181818181817,
      "grad_norm": 0.40794429183006287,
      "learning_rate": 6.9384615384615395e-06,
      "loss": 0.0032,
      "step": 1200
    },
    {
      "epoch": 2.1818181818181817,
      "eval_f1": 0.9634601043997018,
      "eval_f2": 0.9799757281553398,
      "eval_loss": 0.009985245764255524,
      "eval_precision": 0.937137330754352,
      "eval_recall": 0.991304347826087,
      "eval_runtime": 10.5643,
      "eval_samples_per_second": 740.231,
      "eval_steps_per_second": 11.643,
      "step": 1200
    },
    {
      "epoch": 2.3636363636363638,
      "grad_norm": 0.26694178581237793,
      "learning_rate": 5.400000000000001e-06,
      "loss": 0.0031,
      "step": 1300
    },
    {
      "epoch": 2.5454545454545454,
      "grad_norm": 0.1839500516653061,
      "learning_rate": 3.861538461538462e-06,
      "loss": 0.0028,
      "step": 1400
    },
    {
      "epoch": 2.7272727272727275,
      "grad_norm": 0.3117663264274597,
      "learning_rate": 2.3230769230769234e-06,
      "loss": 0.0021,
      "step": 1500
    },
    {
      "epoch": 2.7272727272727275,
      "eval_f1": 0.9694694694694694,
      "eval_f2": 0.9821519115708346,
      "eval_loss": 0.010657339356839657,
      "eval_precision": 0.9490445859872612,
      "eval_recall": 0.9907928388746803,
      "eval_runtime": 10.7067,
      "eval_samples_per_second": 730.384,
      "eval_steps_per_second": 11.488,
      "step": 1500
    }
  ],
  "logging_steps": 100,
  "max_steps": 1650,
  "num_input_tokens_seen": 0,
  "num_train_epochs": 3,
  "save_steps": 300,
  "stateful_callbacks": {
    "EarlyStoppingCallback": {
      "args": {
        "early_stopping_patience": 2,
        "early_stopping_threshold": 0.0
      },
      "attributes": {
        "early_stopping_patience_counter": 0
      }
    },
    "TrainerControl": {
      "args": {
        "should_epoch_stop": false,
        "should_evaluate": false,
        "should_log": false,
        "should_save": true,
        "should_training_stop": false
      },
      "attributes": {}
    }
  },
  "total_flos": 5.05067981869056e+16,
  "train_batch_size": 64,
  "trial_name": null,
  "trial_params": null
}