prometheus-7b-v1.5-beta-1-overfit / trainer_state.json
christineyu's picture
Model save
edde79e verified
{
"best_metric": null,
"best_model_checkpoint": null,
"epoch": 1.0,
"eval_steps": 500,
"global_step": 620,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.0016129032258064516,
"grad_norm": 8.676656723022461,
"learning_rate": 1.6129032258064516e-06,
"loss": 1.2418,
"step": 1
},
{
"epoch": 0.008064516129032258,
"grad_norm": 4.749965190887451,
"learning_rate": 8.064516129032258e-06,
"loss": 1.1522,
"step": 5
},
{
"epoch": 0.016129032258064516,
"grad_norm": 4.172841548919678,
"learning_rate": 1.6129032258064517e-05,
"loss": 0.9234,
"step": 10
},
{
"epoch": 0.024193548387096774,
"grad_norm": 3.307924747467041,
"learning_rate": 2.4193548387096777e-05,
"loss": 0.5665,
"step": 15
},
{
"epoch": 0.03225806451612903,
"grad_norm": 3.2205514907836914,
"learning_rate": 3.2258064516129034e-05,
"loss": 0.205,
"step": 20
},
{
"epoch": 0.04032258064516129,
"grad_norm": 1.3202248811721802,
"learning_rate": 4.032258064516129e-05,
"loss": 0.0567,
"step": 25
},
{
"epoch": 0.04838709677419355,
"grad_norm": 2.270284652709961,
"learning_rate": 4.8387096774193554e-05,
"loss": 0.0348,
"step": 30
},
{
"epoch": 0.056451612903225805,
"grad_norm": 1.9001686573028564,
"learning_rate": 5.645161290322582e-05,
"loss": 0.0256,
"step": 35
},
{
"epoch": 0.06451612903225806,
"grad_norm": 0.8090413212776184,
"learning_rate": 6.451612903225807e-05,
"loss": 0.0234,
"step": 40
},
{
"epoch": 0.07258064516129033,
"grad_norm": 0.7908226251602173,
"learning_rate": 7.258064516129033e-05,
"loss": 0.0177,
"step": 45
},
{
"epoch": 0.08064516129032258,
"grad_norm": 3.9440441131591797,
"learning_rate": 8.064516129032258e-05,
"loss": 0.0148,
"step": 50
},
{
"epoch": 0.08870967741935484,
"grad_norm": 0.7870569825172424,
"learning_rate": 8.870967741935484e-05,
"loss": 0.0186,
"step": 55
},
{
"epoch": 0.0967741935483871,
"grad_norm": 1.7015715837478638,
"learning_rate": 9.677419354838711e-05,
"loss": 0.0197,
"step": 60
},
{
"epoch": 0.10483870967741936,
"grad_norm": 0.7983545660972595,
"learning_rate": 9.99928681279855e-05,
"loss": 0.0148,
"step": 65
},
{
"epoch": 0.11290322580645161,
"grad_norm": 1.1775078773498535,
"learning_rate": 9.994929183335238e-05,
"loss": 0.0139,
"step": 70
},
{
"epoch": 0.12096774193548387,
"grad_norm": 4.544706344604492,
"learning_rate": 9.986613588305434e-05,
"loss": 0.0201,
"step": 75
},
{
"epoch": 0.12903225806451613,
"grad_norm": 1.9559928178787231,
"learning_rate": 9.974346616959476e-05,
"loss": 0.0157,
"step": 80
},
{
"epoch": 0.13709677419354838,
"grad_norm": 1.6153545379638672,
"learning_rate": 9.95813798960538e-05,
"loss": 0.0188,
"step": 85
},
{
"epoch": 0.14516129032258066,
"grad_norm": 300.6769104003906,
"learning_rate": 9.938000549906508e-05,
"loss": 0.0761,
"step": 90
},
{
"epoch": 0.1532258064516129,
"grad_norm": 0.5071149468421936,
"learning_rate": 9.913950254704291e-05,
"loss": 0.0236,
"step": 95
},
{
"epoch": 0.16129032258064516,
"grad_norm": 1.064196228981018,
"learning_rate": 9.88600616137407e-05,
"loss": 1.1514,
"step": 100
},
{
"epoch": 0.1693548387096774,
"grad_norm": 415.9707946777344,
"learning_rate": 9.854190412724114e-05,
"loss": 0.0835,
"step": 105
},
{
"epoch": 0.1774193548387097,
"grad_norm": 1.221725583076477,
"learning_rate": 9.818528219449705e-05,
"loss": 0.0189,
"step": 110
},
{
"epoch": 0.18548387096774194,
"grad_norm": 0.40028271079063416,
"learning_rate": 9.779047840156288e-05,
"loss": 0.0197,
"step": 115
},
{
"epoch": 0.1935483870967742,
"grad_norm": 3.2106378078460693,
"learning_rate": 9.735780558967434e-05,
"loss": 1.0777,
"step": 120
},
{
"epoch": 0.20161290322580644,
"grad_norm": 544.4739379882812,
"learning_rate": 9.688760660735402e-05,
"loss": 0.0779,
"step": 125
},
{
"epoch": 0.20967741935483872,
"grad_norm": 0.48118099570274353,
"learning_rate": 9.63802540387394e-05,
"loss": 0.7549,
"step": 130
},
{
"epoch": 0.21774193548387097,
"grad_norm": 0.43920445442199707,
"learning_rate": 9.583614990834828e-05,
"loss": 0.0193,
"step": 135
},
{
"epoch": 0.22580645161290322,
"grad_norm": 1.4750373363494873,
"learning_rate": 9.525572536251607e-05,
"loss": 0.02,
"step": 140
},
{
"epoch": 0.23387096774193547,
"grad_norm": 2.262516498565674,
"learning_rate": 9.463944032775658e-05,
"loss": 0.0216,
"step": 145
},
{
"epoch": 0.24193548387096775,
"grad_norm": 1.0215312242507935,
"learning_rate": 9.398778314631801e-05,
"loss": 0.018,
"step": 150
},
{
"epoch": 0.25,
"grad_norm": 0.8741445541381836,
"learning_rate": 9.330127018922194e-05,
"loss": 0.0178,
"step": 155
},
{
"epoch": 0.25806451612903225,
"grad_norm": 0.5452761650085449,
"learning_rate": 9.258044544709274e-05,
"loss": 0.0323,
"step": 160
},
{
"epoch": 0.2661290322580645,
"grad_norm": 0.43162572383880615,
"learning_rate": 9.182588009910118e-05,
"loss": 0.0201,
"step": 165
},
{
"epoch": 0.27419354838709675,
"grad_norm": 0.25898757576942444,
"learning_rate": 9.103817206036382e-05,
"loss": 0.0198,
"step": 170
},
{
"epoch": 0.28225806451612906,
"grad_norm": 2.178893566131592,
"learning_rate": 9.021794550815713e-05,
"loss": 0.0159,
"step": 175
},
{
"epoch": 0.2903225806451613,
"grad_norm": 145.104736328125,
"learning_rate": 8.936585038732141e-05,
"loss": 0.5195,
"step": 180
},
{
"epoch": 0.29838709677419356,
"grad_norm": 6.8297834396362305,
"learning_rate": 8.848256189524662e-05,
"loss": 0.021,
"step": 185
},
{
"epoch": 0.3064516129032258,
"grad_norm": 1.4729770421981812,
"learning_rate": 8.756877994684818e-05,
"loss": 0.0159,
"step": 190
},
{
"epoch": 0.31451612903225806,
"grad_norm": 2.1729257106781006,
"learning_rate": 8.66252286199567e-05,
"loss": 0.0152,
"step": 195
},
{
"epoch": 0.3225806451612903,
"grad_norm": 0.6754555106163025,
"learning_rate": 8.565265558156101e-05,
"loss": 0.0117,
"step": 200
},
{
"epoch": 0.33064516129032256,
"grad_norm": 0.3731600046157837,
"learning_rate": 8.46518314953594e-05,
"loss": 0.0101,
"step": 205
},
{
"epoch": 0.3387096774193548,
"grad_norm": 0.3129900395870209,
"learning_rate": 8.362354941108802e-05,
"loss": 0.0161,
"step": 210
},
{
"epoch": 0.3467741935483871,
"grad_norm": 0.3701813519001007,
"learning_rate": 8.256862413611113e-05,
"loss": 0.0156,
"step": 215
},
{
"epoch": 0.3548387096774194,
"grad_norm": 10.514623641967773,
"learning_rate": 8.148789158977013e-05,
"loss": 0.0072,
"step": 220
},
{
"epoch": 0.3629032258064516,
"grad_norm": 0.25649479031562805,
"learning_rate": 8.038220814100403e-05,
"loss": 0.0089,
"step": 225
},
{
"epoch": 0.3709677419354839,
"grad_norm": 0.36153924465179443,
"learning_rate": 7.925244992976538e-05,
"loss": 0.0091,
"step": 230
},
{
"epoch": 0.3790322580645161,
"grad_norm": 0.15555064380168915,
"learning_rate": 7.809951217276985e-05,
"loss": 0.1414,
"step": 235
},
{
"epoch": 0.3870967741935484,
"grad_norm": 0.5916360020637512,
"learning_rate": 7.692430845412945e-05,
"loss": 0.0153,
"step": 240
},
{
"epoch": 0.3951612903225806,
"grad_norm": 0.47686517238616943,
"learning_rate": 7.572777000143145e-05,
"loss": 0.0154,
"step": 245
},
{
"epoch": 0.4032258064516129,
"grad_norm": 0.5245814919471741,
"learning_rate": 7.451084494783668e-05,
"loss": 0.02,
"step": 250
},
{
"epoch": 0.4112903225806452,
"grad_norm": 3.145771026611328,
"learning_rate": 7.327449758078193e-05,
"loss": 0.0121,
"step": 255
},
{
"epoch": 0.41935483870967744,
"grad_norm": 0.47086361050605774,
"learning_rate": 7.201970757788172e-05,
"loss": 0.01,
"step": 260
},
{
"epoch": 0.4274193548387097,
"grad_norm": 0.8778440356254578,
"learning_rate": 7.074746923063497e-05,
"loss": 0.0083,
"step": 265
},
{
"epoch": 0.43548387096774194,
"grad_norm": 0.1912572830915451,
"learning_rate": 6.945879065655165e-05,
"loss": 0.018,
"step": 270
},
{
"epoch": 0.4435483870967742,
"grad_norm": 0.3541414737701416,
"learning_rate": 6.815469300032374e-05,
"loss": 0.0103,
"step": 275
},
{
"epoch": 0.45161290322580644,
"grad_norm": 0.39805546402931213,
"learning_rate": 6.683620962467357e-05,
"loss": 0.0123,
"step": 280
},
{
"epoch": 0.4596774193548387,
"grad_norm": 0.3862231373786926,
"learning_rate": 6.550438529152056e-05,
"loss": 0.0085,
"step": 285
},
{
"epoch": 0.46774193548387094,
"grad_norm": 0.7873578071594238,
"learning_rate": 6.416027533411519e-05,
"loss": 0.0078,
"step": 290
},
{
"epoch": 0.47580645161290325,
"grad_norm": 0.9767886996269226,
"learning_rate": 6.28049448207966e-05,
"loss": 0.0089,
"step": 295
},
{
"epoch": 0.4838709677419355,
"grad_norm": 0.659842312335968,
"learning_rate": 6.14394677110356e-05,
"loss": 0.0085,
"step": 300
},
{
"epoch": 0.49193548387096775,
"grad_norm": 0.15667948126792908,
"learning_rate": 6.006492600443301e-05,
"loss": 0.0106,
"step": 305
},
{
"epoch": 0.5,
"grad_norm": 0.37710684537887573,
"learning_rate": 5.868240888334653e-05,
"loss": 0.0125,
"step": 310
},
{
"epoch": 0.5080645161290323,
"grad_norm": 0.22124210000038147,
"learning_rate": 5.7293011849826217e-05,
"loss": 0.0121,
"step": 315
},
{
"epoch": 0.5161290322580645,
"grad_norm": 0.894884467124939,
"learning_rate": 5.5897835857542317e-05,
"loss": 0.0059,
"step": 320
},
{
"epoch": 0.5241935483870968,
"grad_norm": 0.2709536850452423,
"learning_rate": 5.449798643939304e-05,
"loss": 0.0074,
"step": 325
},
{
"epoch": 0.532258064516129,
"grad_norm": 0.15670421719551086,
"learning_rate": 5.30945728314841e-05,
"loss": 0.0131,
"step": 330
},
{
"epoch": 0.5403225806451613,
"grad_norm": 0.31018203496932983,
"learning_rate": 5.168870709417342e-05,
"loss": 0.0101,
"step": 335
},
{
"epoch": 0.5483870967741935,
"grad_norm": 0.20672403275966644,
"learning_rate": 5.02815032308783e-05,
"loss": 0.0057,
"step": 340
},
{
"epoch": 0.5564516129032258,
"grad_norm": 0.18754148483276367,
"learning_rate": 4.887407630534271e-05,
"loss": 0.0063,
"step": 345
},
{
"epoch": 0.5645161290322581,
"grad_norm": 0.29782626032829285,
"learning_rate": 4.746754155806437e-05,
"loss": 0.0071,
"step": 350
},
{
"epoch": 0.5725806451612904,
"grad_norm": 0.1842086762189865,
"learning_rate": 4.6063013522581915e-05,
"loss": 0.012,
"step": 355
},
{
"epoch": 0.5806451612903226,
"grad_norm": 3.5033631324768066,
"learning_rate": 4.466160514232206e-05,
"loss": 0.0071,
"step": 360
},
{
"epoch": 0.5887096774193549,
"grad_norm": 0.11994602531194687,
"learning_rate": 4.3264426888706965e-05,
"loss": 0.0056,
"step": 365
},
{
"epoch": 0.5967741935483871,
"grad_norm": 0.21798093616962433,
"learning_rate": 4.187258588122019e-05,
"loss": 0.0096,
"step": 370
},
{
"epoch": 0.6048387096774194,
"grad_norm": 1.366426944732666,
"learning_rate": 4.048718501012895e-05,
"loss": 0.0113,
"step": 375
},
{
"epoch": 0.6129032258064516,
"grad_norm": 0.2101077437400818,
"learning_rate": 3.9109322062557424e-05,
"loss": 0.0105,
"step": 380
},
{
"epoch": 0.6209677419354839,
"grad_norm": 0.2682858407497406,
"learning_rate": 3.77400888526038e-05,
"loss": 0.0079,
"step": 385
},
{
"epoch": 0.6290322580645161,
"grad_norm": 0.3401815593242645,
"learning_rate": 3.6380570356190344e-05,
"loss": 0.0087,
"step": 390
},
{
"epoch": 0.6370967741935484,
"grad_norm": 1.0749493837356567,
"learning_rate": 3.5031843851332104e-05,
"loss": 0.0077,
"step": 395
},
{
"epoch": 0.6451612903225806,
"grad_norm": 0.600229024887085,
"learning_rate": 3.3694978064505254e-05,
"loss": 0.0088,
"step": 400
},
{
"epoch": 0.6532258064516129,
"grad_norm": 11.734594345092773,
"learning_rate": 3.2371032323791754e-05,
"loss": 0.0107,
"step": 405
},
{
"epoch": 0.6612903225806451,
"grad_norm": 0.9927507638931274,
"learning_rate": 3.10610557194712e-05,
"loss": 0.0146,
"step": 410
},
{
"epoch": 0.6693548387096774,
"grad_norm": 0.46601602435112,
"learning_rate": 2.9766086272725196e-05,
"loss": 0.0123,
"step": 415
},
{
"epoch": 0.6774193548387096,
"grad_norm": 11.156332969665527,
"learning_rate": 2.848715011311271e-05,
"loss": 0.0134,
"step": 420
},
{
"epoch": 0.6854838709677419,
"grad_norm": 0.34076985716819763,
"learning_rate": 2.72252606654683e-05,
"loss": 0.011,
"step": 425
},
{
"epoch": 0.6935483870967742,
"grad_norm": 0.14691153168678284,
"learning_rate": 2.598141784686775e-05,
"loss": 0.0113,
"step": 430
},
{
"epoch": 0.7016129032258065,
"grad_norm": 0.19039344787597656,
"learning_rate": 2.4756607274296846e-05,
"loss": 0.0066,
"step": 435
},
{
"epoch": 0.7096774193548387,
"grad_norm": 0.4377165734767914,
"learning_rate": 2.3551799483651894e-05,
"loss": 0.0056,
"step": 440
},
{
"epoch": 0.717741935483871,
"grad_norm": 0.16886833310127258,
"learning_rate": 2.2367949160690072e-05,
"loss": 0.0075,
"step": 445
},
{
"epoch": 0.7258064516129032,
"grad_norm": 5.967025279998779,
"learning_rate": 2.120599438453968e-05,
"loss": 0.0083,
"step": 450
},
{
"epoch": 0.7338709677419355,
"grad_norm": 0.15985387563705444,
"learning_rate": 2.0066855884369244e-05,
"loss": 0.004,
"step": 455
},
{
"epoch": 0.7419354838709677,
"grad_norm": 0.18566212058067322,
"learning_rate": 1.8951436309804765e-05,
"loss": 0.0049,
"step": 460
},
{
"epoch": 0.75,
"grad_norm": 0.2376997023820877,
"learning_rate": 1.7860619515673033e-05,
"loss": 0.0071,
"step": 465
},
{
"epoch": 0.7580645161290323,
"grad_norm": 0.24823206663131714,
"learning_rate": 1.6795269861638042e-05,
"loss": 0.0068,
"step": 470
},
{
"epoch": 0.7661290322580645,
"grad_norm": 0.15533004701137543,
"learning_rate": 1.575623152728518e-05,
"loss": 0.0054,
"step": 475
},
{
"epoch": 0.7741935483870968,
"grad_norm": 0.1936763972043991,
"learning_rate": 1.4744327843196043e-05,
"loss": 0.0053,
"step": 480
},
{
"epoch": 0.782258064516129,
"grad_norm": 0.24305252730846405,
"learning_rate": 1.3760360638544012e-05,
"loss": 0.0042,
"step": 485
},
{
"epoch": 0.7903225806451613,
"grad_norm": 0.23395785689353943,
"learning_rate": 1.280510960572745e-05,
"loss": 0.006,
"step": 490
},
{
"epoch": 0.7983870967741935,
"grad_norm": 0.160566508769989,
"learning_rate": 1.187933168254397e-05,
"loss": 0.0036,
"step": 495
},
{
"epoch": 0.8064516129032258,
"grad_norm": 0.173016756772995,
"learning_rate": 1.0983760452395413e-05,
"loss": 0.004,
"step": 500
},
{
"epoch": 0.8145161290322581,
"grad_norm": 0.4186556935310364,
"learning_rate": 1.0119105562998698e-05,
"loss": 0.0062,
"step": 505
},
{
"epoch": 0.8225806451612904,
"grad_norm": 0.29756516218185425,
"learning_rate": 9.28605216406337e-06,
"loss": 0.0046,
"step": 510
},
{
"epoch": 0.8306451612903226,
"grad_norm": 0.1282072514295578,
"learning_rate": 8.485260364381187e-06,
"loss": 0.0033,
"step": 515
},
{
"epoch": 0.8387096774193549,
"grad_norm": 0.1337880641222,
"learning_rate": 7.717364708758024e-06,
"loss": 0.0049,
"step": 520
},
{
"epoch": 0.8467741935483871,
"grad_norm": 0.2575572431087494,
"learning_rate": 6.982973675202676e-06,
"loss": 0.0058,
"step": 525
},
{
"epoch": 0.8548387096774194,
"grad_norm": 0.1366008073091507,
"learning_rate": 6.282669192770896e-06,
"loss": 0.005,
"step": 530
},
{
"epoch": 0.8629032258064516,
"grad_norm": 2.0787034034729004,
"learning_rate": 5.617006180446688e-06,
"loss": 0.0075,
"step": 535
},
{
"epoch": 0.8709677419354839,
"grad_norm": 0.17773574590682983,
"learning_rate": 4.986512107426283e-06,
"loss": 0.0054,
"step": 540
},
{
"epoch": 0.8790322580645161,
"grad_norm": 0.0983528196811676,
"learning_rate": 4.391686575153331e-06,
"loss": 0.0043,
"step": 545
},
{
"epoch": 0.8870967741935484,
"grad_norm": 0.13671350479125977,
"learning_rate": 3.833000921436319e-06,
"loss": 0.0031,
"step": 550
},
{
"epoch": 0.8951612903225806,
"grad_norm": 0.6432064175605774,
"learning_rate": 3.310897846962041e-06,
"loss": 0.0048,
"step": 555
},
{
"epoch": 0.9032258064516129,
"grad_norm": 0.5728097558021545,
"learning_rate": 2.825791064500993e-06,
"loss": 0.0053,
"step": 560
},
{
"epoch": 0.9112903225806451,
"grad_norm": 0.6017826199531555,
"learning_rate": 2.3780649710827554e-06,
"loss": 0.0058,
"step": 565
},
{
"epoch": 0.9193548387096774,
"grad_norm": 0.3495374321937561,
"learning_rate": 1.9680743434010384e-06,
"loss": 0.007,
"step": 570
},
{
"epoch": 0.9274193548387096,
"grad_norm": 0.34849557280540466,
"learning_rate": 1.5961440566897912e-06,
"loss": 0.003,
"step": 575
},
{
"epoch": 0.9354838709677419,
"grad_norm": 0.24747046828269958,
"learning_rate": 1.2625688272930926e-06,
"loss": 0.0042,
"step": 580
},
{
"epoch": 0.9435483870967742,
"grad_norm": 0.5230942964553833,
"learning_rate": 9.67612979132948e-07,
"loss": 0.0045,
"step": 585
},
{
"epoch": 0.9516129032258065,
"grad_norm": 0.14619432389736176,
"learning_rate": 7.115102342598101e-07,
"loss": 0.0034,
"step": 590
},
{
"epoch": 0.9596774193548387,
"grad_norm": 0.47683650255203247,
"learning_rate": 4.944635276520393e-07,
"loss": 0.0036,
"step": 595
},
{
"epoch": 0.967741935483871,
"grad_norm": 0.20121371746063232,
"learning_rate": 3.1664484641086287e-07,
"loss": 0.0054,
"step": 600
},
{
"epoch": 0.9758064516129032,
"grad_norm": 0.12017033249139786,
"learning_rate": 1.781950934783505e-07,
"loss": 0.0059,
"step": 605
},
{
"epoch": 0.9838709677419355,
"grad_norm": 0.39845508337020874,
"learning_rate": 7.92239759864255e-08,
"loss": 0.0043,
"step": 610
},
{
"epoch": 0.9919354838709677,
"grad_norm": 0.21712489426136017,
"learning_rate": 1.980991832524759e-08,
"loss": 0.0056,
"step": 615
},
{
"epoch": 1.0,
"grad_norm": 0.13640886545181274,
"learning_rate": 0.0,
"loss": 0.0046,
"step": 620
},
{
"epoch": 1.0,
"eval_loss": 0.0026028414722532034,
"eval_runtime": 3.8766,
"eval_samples_per_second": 1.548,
"eval_steps_per_second": 1.548,
"step": 620
},
{
"epoch": 1.0,
"step": 620,
"total_flos": 5.590502947474637e+16,
"train_loss": 0.06471517855121244,
"train_runtime": 1309.8316,
"train_samples_per_second": 0.473,
"train_steps_per_second": 0.473
}
],
"logging_steps": 5,
"max_steps": 620,
"num_input_tokens_seen": 0,
"num_train_epochs": 1,
"save_steps": 100,
"stateful_callbacks": {
"TrainerControl": {
"args": {
"should_epoch_stop": false,
"should_evaluate": false,
"should_log": false,
"should_save": true,
"should_training_stop": true
},
"attributes": {}
}
},
"total_flos": 5.590502947474637e+16,
"train_batch_size": 1,
"trial_name": null,
"trial_params": null
}