{
  "best_metric": 0.01752311922609806,
  "best_model_checkpoint": "C:/Users/rajlq7/Desktop/NER_model/my_combined_ner_model\\checkpoint-40000",
  "epoch": 2.927400468384075,
  "eval_steps": 4000,
  "global_step": 40000,
  "is_hyper_param_search": false,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 0.036592505854800936,
      "grad_norm": 2.485658645629883,
      "learning_rate": 1.9756049960967995e-05,
      "loss": 0.207,
      "step": 500
    },
    {
      "epoch": 0.07318501170960187,
      "grad_norm": 1.7012395858764648,
      "learning_rate": 1.951209992193599e-05,
      "loss": 0.109,
      "step": 1000
    },
    {
      "epoch": 0.10977751756440281,
      "grad_norm": 13.03831958770752,
      "learning_rate": 1.9268149882903983e-05,
      "loss": 0.1058,
      "step": 1500
    },
    {
      "epoch": 0.14637002341920374,
      "grad_norm": 1.5959351062774658,
      "learning_rate": 1.9024199843871977e-05,
      "loss": 0.0948,
      "step": 2000
    },
    {
      "epoch": 0.1829625292740047,
      "grad_norm": 2.3129115104675293,
      "learning_rate": 1.878024980483997e-05,
      "loss": 0.0911,
      "step": 2500
    },
    {
      "epoch": 0.21955503512880561,
      "grad_norm": 1.924460530281067,
      "learning_rate": 1.8536299765807964e-05,
      "loss": 0.0843,
      "step": 3000
    },
    {
      "epoch": 0.25614754098360654,
      "grad_norm": 0.8139033913612366,
      "learning_rate": 1.8292349726775958e-05,
      "loss": 0.0863,
      "step": 3500
    },
    {
      "epoch": 0.2927400468384075,
      "grad_norm": 1.4802559614181519,
      "learning_rate": 1.804839968774395e-05,
      "loss": 0.0808,
      "step": 4000
    },
    {
      "epoch": 0.2927400468384075,
      "eval_accuracy": 0.9727209828272099,
      "eval_f1": 0.7573410160066887,
      "eval_loss": 0.06899960339069366,
      "eval_precision": 0.7385410322403191,
      "eval_recall": 0.7771231290829406,
      "eval_runtime": 325.6276,
      "eval_samples_per_second": 145.648,
      "eval_steps_per_second": 9.105,
      "step": 4000
    },
    {
      "epoch": 0.32933255269320844,
      "grad_norm": 1.8496237993240356,
      "learning_rate": 1.7804449648711945e-05,
      "loss": 0.0779,
      "step": 4500
    },
    {
      "epoch": 0.3659250585480094,
      "grad_norm": 1.2550444602966309,
      "learning_rate": 1.756049960967994e-05,
      "loss": 0.076,
      "step": 5000
    },
    {
      "epoch": 0.4025175644028103,
      "grad_norm": 1.4540296792984009,
      "learning_rate": 1.7316549570647933e-05,
      "loss": 0.0764,
      "step": 5500
    },
    {
      "epoch": 0.43911007025761123,
      "grad_norm": 2.8307697772979736,
      "learning_rate": 1.7072599531615927e-05,
      "loss": 0.0721,
      "step": 6000
    },
    {
      "epoch": 0.4757025761124122,
      "grad_norm": 0.6466274261474609,
      "learning_rate": 1.682864949258392e-05,
      "loss": 0.071,
      "step": 6500
    },
    {
      "epoch": 0.5122950819672131,
      "grad_norm": 1.7545057535171509,
      "learning_rate": 1.6584699453551914e-05,
      "loss": 0.072,
      "step": 7000
    },
    {
      "epoch": 0.5488875878220141,
      "grad_norm": 2.4494643211364746,
      "learning_rate": 1.6340749414519908e-05,
      "loss": 0.0683,
      "step": 7500
    },
    {
      "epoch": 0.585480093676815,
      "grad_norm": 1.7280840873718262,
      "learning_rate": 1.6096799375487902e-05,
      "loss": 0.0689,
      "step": 8000
    },
    {
      "epoch": 0.585480093676815,
      "eval_accuracy": 0.9829471473258827,
      "eval_f1": 0.8463664158043275,
      "eval_loss": 0.04604918137192726,
      "eval_precision": 0.8045495193382517,
      "eval_recall": 0.8927685437856612,
      "eval_runtime": 324.6599,
      "eval_samples_per_second": 146.082,
      "eval_steps_per_second": 9.133,
      "step": 8000
    },
    {
      "epoch": 0.622072599531616,
      "grad_norm": 1.3416178226470947,
      "learning_rate": 1.5852849336455895e-05,
      "loss": 0.0672,
      "step": 8500
    },
    {
      "epoch": 0.6586651053864169,
      "grad_norm": 2.533535957336426,
      "learning_rate": 1.560889929742389e-05,
      "loss": 0.0639,
      "step": 9000
    },
    {
      "epoch": 0.6952576112412178,
      "grad_norm": 1.449155569076538,
      "learning_rate": 1.5364949258391883e-05,
      "loss": 0.0624,
      "step": 9500
    },
    {
      "epoch": 0.7318501170960188,
      "grad_norm": 1.132238507270813,
      "learning_rate": 1.5120999219359875e-05,
      "loss": 0.0674,
      "step": 10000
    },
    {
      "epoch": 0.7684426229508197,
      "grad_norm": 0.9931765198707581,
      "learning_rate": 1.4877049180327869e-05,
      "loss": 0.0609,
      "step": 10500
    },
    {
      "epoch": 0.8050351288056206,
      "grad_norm": 1.1966588497161865,
      "learning_rate": 1.4633099141295863e-05,
      "loss": 0.0613,
      "step": 11000
    },
    {
      "epoch": 0.8416276346604216,
      "grad_norm": 1.7174360752105713,
      "learning_rate": 1.4389149102263858e-05,
      "loss": 0.065,
      "step": 11500
    },
    {
      "epoch": 0.8782201405152225,
      "grad_norm": 1.3579859733581543,
      "learning_rate": 1.4145199063231852e-05,
      "loss": 0.0623,
      "step": 12000
    },
    {
      "epoch": 0.8782201405152225,
      "eval_accuracy": 0.9869972841669858,
      "eval_f1": 0.8741255251838767,
      "eval_loss": 0.03630911931395531,
      "eval_precision": 0.8449576508267254,
      "eval_recall": 0.9053791449598941,
      "eval_runtime": 326.0426,
      "eval_samples_per_second": 145.463,
      "eval_steps_per_second": 9.094,
      "step": 12000
    },
    {
      "epoch": 0.9148126463700235,
      "grad_norm": 0.6756965517997742,
      "learning_rate": 1.3901249024199846e-05,
      "loss": 0.0578,
      "step": 12500
    },
    {
      "epoch": 0.9514051522248244,
      "grad_norm": 1.5516036748886108,
      "learning_rate": 1.365729898516784e-05,
      "loss": 0.0566,
      "step": 13000
    },
    {
      "epoch": 0.9879976580796253,
      "grad_norm": 3.253239393234253,
      "learning_rate": 1.3413348946135833e-05,
      "loss": 0.0589,
      "step": 13500
    },
    {
      "epoch": 1.0245901639344261,
      "grad_norm": 0.3872215449810028,
      "learning_rate": 1.3169398907103825e-05,
      "loss": 0.0479,
      "step": 14000
    },
    {
      "epoch": 1.0611826697892273,
      "grad_norm": 4.215191841125488,
      "learning_rate": 1.2925448868071819e-05,
      "loss": 0.0462,
      "step": 14500
    },
    {
      "epoch": 1.0977751756440282,
      "grad_norm": 1.3691105842590332,
      "learning_rate": 1.2681498829039813e-05,
      "loss": 0.0449,
      "step": 15000
    },
    {
      "epoch": 1.134367681498829,
      "grad_norm": 1.2835749387741089,
      "learning_rate": 1.2437548790007808e-05,
      "loss": 0.0401,
      "step": 15500
    },
    {
      "epoch": 1.17096018735363,
      "grad_norm": 0.6553089022636414,
      "learning_rate": 1.2193598750975802e-05,
      "loss": 0.0457,
      "step": 16000
    },
    {
      "epoch": 1.17096018735363,
      "eval_accuracy": 0.9873510995638026,
      "eval_f1": 0.8786805445622923,
      "eval_loss": 0.0350942388176918,
      "eval_precision": 0.8425996204933587,
      "eval_recall": 0.9179897461341272,
      "eval_runtime": 319.3009,
      "eval_samples_per_second": 148.534,
      "eval_steps_per_second": 9.286,
      "step": 16000
    },
    {
      "epoch": 1.2075526932084308,
      "grad_norm": 0.7736335396766663,
      "learning_rate": 1.1949648711943796e-05,
      "loss": 0.0421,
      "step": 16500
    },
    {
      "epoch": 1.2441451990632317,
      "grad_norm": 4.953197479248047,
      "learning_rate": 1.170569867291179e-05,
      "loss": 0.0401,
      "step": 17000
    },
    {
      "epoch": 1.2807377049180328,
      "grad_norm": 2.2808141708374023,
      "learning_rate": 1.1461748633879783e-05,
      "loss": 0.0393,
      "step": 17500
    },
    {
      "epoch": 1.3173302107728337,
      "grad_norm": 1.0953513383865356,
      "learning_rate": 1.1217798594847775e-05,
      "loss": 0.0391,
      "step": 18000
    },
    {
      "epoch": 1.3539227166276346,
      "grad_norm": 0.8463391065597534,
      "learning_rate": 1.0973848555815769e-05,
      "loss": 0.0401,
      "step": 18500
    },
    {
      "epoch": 1.3905152224824355,
      "grad_norm": 1.9214259386062622,
      "learning_rate": 1.0729898516783763e-05,
      "loss": 0.0401,
      "step": 19000
    },
    {
      "epoch": 1.4271077283372366,
      "grad_norm": 1.556010127067566,
      "learning_rate": 1.0485948477751758e-05,
      "loss": 0.0398,
      "step": 19500
    },
    {
      "epoch": 1.4637002341920375,
      "grad_norm": 1.6337586641311646,
      "learning_rate": 1.0241998438719752e-05,
      "loss": 0.0392,
      "step": 20000
    },
    {
      "epoch": 1.4637002341920375,
      "eval_accuracy": 0.9903870155746239,
      "eval_f1": 0.9021800909386164,
      "eval_loss": 0.028108540922403336,
      "eval_precision": 0.8861352579950554,
      "eval_recall": 0.91881667080129,
      "eval_runtime": 324.5009,
      "eval_samples_per_second": 146.154,
      "eval_steps_per_second": 9.137,
      "step": 20000
    },
    {
      "epoch": 1.5002927400468384,
      "grad_norm": 0.4936879873275757,
      "learning_rate": 9.998048399687746e-06,
      "loss": 0.0355,
      "step": 20500
    },
    {
      "epoch": 1.5368852459016393,
      "grad_norm": 0.44287028908729553,
      "learning_rate": 9.754098360655738e-06,
      "loss": 0.038,
      "step": 21000
    },
    {
      "epoch": 1.5734777517564402,
      "grad_norm": 2.042206048965454,
      "learning_rate": 9.510148321623731e-06,
      "loss": 0.0364,
      "step": 21500
    },
    {
      "epoch": 1.6100702576112411,
      "grad_norm": 0.20257487893104553,
      "learning_rate": 9.266198282591727e-06,
      "loss": 0.0364,
      "step": 22000
    },
    {
      "epoch": 1.646662763466042,
      "grad_norm": 1.1672091484069824,
      "learning_rate": 9.022248243559719e-06,
      "loss": 0.039,
      "step": 22500
    },
    {
      "epoch": 1.6832552693208431,
      "grad_norm": 1.7546871900558472,
      "learning_rate": 8.778298204527713e-06,
      "loss": 0.0369,
      "step": 23000
    },
    {
      "epoch": 1.719847775175644,
      "grad_norm": 0.5296183228492737,
      "learning_rate": 8.534348165495706e-06,
      "loss": 0.0362,
      "step": 23500
    },
    {
      "epoch": 1.756440281030445,
      "grad_norm": 0.9226844310760498,
      "learning_rate": 8.290398126463702e-06,
      "loss": 0.0353,
      "step": 24000
    },
    {
      "epoch": 1.756440281030445,
      "eval_accuracy": 0.9916860877836988,
      "eval_f1": 0.9128583245677638,
      "eval_loss": 0.024503452703356743,
      "eval_precision": 0.9020161859976993,
      "eval_recall": 0.9239642768543785,
      "eval_runtime": 323.4112,
      "eval_samples_per_second": 146.646,
      "eval_steps_per_second": 9.168,
      "step": 24000
    },
    {
      "epoch": 1.793032786885246,
      "grad_norm": 0.8019408583641052,
      "learning_rate": 8.046448087431694e-06,
      "loss": 0.0333,
      "step": 24500
    },
    {
      "epoch": 1.829625292740047,
      "grad_norm": 0.33608609437942505,
      "learning_rate": 7.802498048399688e-06,
      "loss": 0.0378,
      "step": 25000
    },
    {
      "epoch": 1.8662177985948478,
      "grad_norm": 1.2636245489120483,
      "learning_rate": 7.558548009367682e-06,
      "loss": 0.0318,
      "step": 25500
    },
    {
      "epoch": 1.9028103044496487,
      "grad_norm": 2.5859830379486084,
      "learning_rate": 7.314597970335676e-06,
      "loss": 0.0334,
      "step": 26000
    },
    {
      "epoch": 1.9394028103044496,
      "grad_norm": 1.2064955234527588,
      "learning_rate": 7.070647931303669e-06,
      "loss": 0.033,
      "step": 26500
    },
    {
      "epoch": 1.9759953161592505,
      "grad_norm": 3.731419086456299,
      "learning_rate": 6.826697892271663e-06,
      "loss": 0.0327,
      "step": 27000
    },
    {
      "epoch": 2.0125878220140514,
      "grad_norm": 0.4465324282646179,
      "learning_rate": 6.582747853239657e-06,
      "loss": 0.0302,
      "step": 27500
    },
    {
      "epoch": 2.0491803278688523,
      "grad_norm": 0.5257351994514465,
      "learning_rate": 6.338797814207651e-06,
      "loss": 0.0245,
      "step": 28000
    },
    {
      "epoch": 2.0491803278688523,
      "eval_accuracy": 0.9928802147479553,
      "eval_f1": 0.9221538555729024,
      "eval_loss": 0.021617736667394638,
      "eval_precision": 0.9104757299159766,
      "eval_recall": 0.9341354502604813,
      "eval_runtime": 323.2092,
      "eval_samples_per_second": 146.738,
      "eval_steps_per_second": 9.174,
      "step": 28000
    },
    {
      "epoch": 2.085772833723653,
      "grad_norm": 1.0085893869400024,
      "learning_rate": 6.094847775175644e-06,
      "loss": 0.0248,
      "step": 28500
    },
    {
      "epoch": 2.1223653395784545,
      "grad_norm": 1.1426091194152832,
      "learning_rate": 5.850897736143638e-06,
      "loss": 0.0261,
      "step": 29000
    },
    {
      "epoch": 2.1589578454332554,
      "grad_norm": 2.455578088760376,
      "learning_rate": 5.606947697111632e-06,
      "loss": 0.0258,
      "step": 29500
    },
    {
      "epoch": 2.1955503512880563,
      "grad_norm": 0.8838162422180176,
      "learning_rate": 5.362997658079626e-06,
      "loss": 0.0253,
      "step": 30000
    },
    {
      "epoch": 2.232142857142857,
      "grad_norm": 1.7397871017456055,
      "learning_rate": 5.119047619047619e-06,
      "loss": 0.0251,
      "step": 30500
    },
    {
      "epoch": 2.268735362997658,
      "grad_norm": 1.5480948686599731,
      "learning_rate": 4.875097580015613e-06,
      "loss": 0.024,
      "step": 31000
    },
    {
      "epoch": 2.305327868852459,
      "grad_norm": 1.4262340068817139,
      "learning_rate": 4.631147540983607e-06,
      "loss": 0.0237,
      "step": 31500
    },
    {
      "epoch": 2.34192037470726,
      "grad_norm": 1.02517569065094,
      "learning_rate": 4.3871975019516e-06,
      "loss": 0.0266,
      "step": 32000
    },
    {
      "epoch": 2.34192037470726,
      "eval_accuracy": 0.9937655028488885,
      "eval_f1": 0.9320011383964872,
      "eval_loss": 0.018857913091778755,
      "eval_precision": 0.9167199872030712,
      "eval_recall": 0.9478003803853469,
      "eval_runtime": 321.9655,
      "eval_samples_per_second": 147.305,
      "eval_steps_per_second": 9.209,
      "step": 32000
    },
    {
      "epoch": 2.378512880562061,
      "grad_norm": 5.398736953735352,
      "learning_rate": 4.143247462919595e-06,
      "loss": 0.0223,
      "step": 32500
    },
    {
      "epoch": 2.4151053864168617,
      "grad_norm": 4.433107852935791,
      "learning_rate": 3.899297423887588e-06,
      "loss": 0.0242,
      "step": 33000
    },
    {
      "epoch": 2.4516978922716626,
      "grad_norm": 7.640819549560547,
      "learning_rate": 3.655347384855582e-06,
      "loss": 0.0245,
      "step": 33500
    },
    {
      "epoch": 2.4882903981264635,
      "grad_norm": 0.7216879725456238,
      "learning_rate": 3.4113973458235757e-06,
      "loss": 0.0245,
      "step": 34000
    },
    {
      "epoch": 2.524882903981265,
      "grad_norm": 2.4471447467803955,
      "learning_rate": 3.1674473067915695e-06,
      "loss": 0.0274,
      "step": 34500
    },
    {
      "epoch": 2.5614754098360657,
      "grad_norm": 1.0936299562454224,
      "learning_rate": 2.923497267759563e-06,
      "loss": 0.0219,
      "step": 35000
    },
    {
      "epoch": 2.5980679156908666,
      "grad_norm": 1.52741277217865,
      "learning_rate": 2.679547228727557e-06,
      "loss": 0.0214,
      "step": 35500
    },
    {
      "epoch": 2.6346604215456675,
      "grad_norm": 1.9226934909820557,
      "learning_rate": 2.4355971896955503e-06,
      "loss": 0.0224,
      "step": 36000
    },
    {
      "epoch": 2.6346604215456675,
      "eval_accuracy": 0.9941957783526445,
      "eval_f1": 0.9347719770143049,
      "eval_loss": 0.01891487091779709,
      "eval_precision": 0.9215887174541948,
      "eval_recall": 0.9483378814190028,
      "eval_runtime": 321.3091,
      "eval_samples_per_second": 147.606,
      "eval_steps_per_second": 9.228,
      "step": 36000
    },
    {
      "epoch": 2.6712529274004684,
      "grad_norm": 9.9463529586792,
      "learning_rate": 2.191647150663544e-06,
      "loss": 0.0239,
      "step": 36500
    },
    {
      "epoch": 2.7078454332552693,
      "grad_norm": 10.356738090515137,
      "learning_rate": 1.947697111631538e-06,
      "loss": 0.025,
      "step": 37000
    },
    {
      "epoch": 2.74443793911007,
      "grad_norm": 1.4051014184951782,
      "learning_rate": 1.7037470725995318e-06,
      "loss": 0.0214,
      "step": 37500
    },
    {
      "epoch": 2.781030444964871,
      "grad_norm": 5.380222797393799,
      "learning_rate": 1.4597970335675255e-06,
      "loss": 0.0216,
      "step": 38000
    },
    {
      "epoch": 2.817622950819672,
      "grad_norm": 0.6108382940292358,
      "learning_rate": 1.215846994535519e-06,
      "loss": 0.024,
      "step": 38500
    },
    {
      "epoch": 2.8542154566744733,
      "grad_norm": 0.12093303352594376,
      "learning_rate": 9.718969555035128e-07,
      "loss": 0.0216,
      "step": 39000
    },
    {
      "epoch": 2.8908079625292737,
      "grad_norm": 2.0885472297668457,
      "learning_rate": 7.279469164715067e-07,
      "loss": 0.0215,
      "step": 39500
    },
    {
      "epoch": 2.927400468384075,
      "grad_norm": 1.3261560201644897,
      "learning_rate": 4.839968774395005e-07,
      "loss": 0.0217,
      "step": 40000
    },
    {
      "epoch": 2.927400468384075,
      "eval_accuracy": 0.9944656375536064,
      "eval_f1": 0.938253777786817,
      "eval_loss": 0.01752311922609806,
      "eval_precision": 0.9232878357282952,
      "eval_recall": 0.9537128917555611,
      "eval_runtime": 320.8148,
      "eval_samples_per_second": 147.833,
      "eval_steps_per_second": 9.242,
      "step": 40000
    }
  ],
  "logging_steps": 500,
  "max_steps": 40992,
  "num_input_tokens_seen": 0,
  "num_train_epochs": 3,
  "save_steps": 4000,
  "stateful_callbacks": {
    "TrainerControl": {
      "args": {
        "should_epoch_stop": false,
        "should_evaluate": false,
        "should_log": false,
        "should_save": true,
        "should_training_stop": false
      },
      "attributes": {}
    }
  },
  "total_flos": 2.294273552996448e+16,
  "train_batch_size": 16,
  "trial_name": null,
  "trial_params": null
}