| {
|
| "best_global_step": null,
|
| "best_metric": null,
|
| "best_model_checkpoint": null,
|
| "epoch": 1.0,
|
| "eval_steps": 500,
|
| "global_step": 4382,
|
| "is_hyper_param_search": false,
|
| "is_local_process_zero": true,
|
| "is_world_process_zero": true,
|
| "log_history": [
|
| {
|
| "epoch": 0.011410314924691922,
|
| "grad_norm": 3.113870620727539,
|
| "learning_rate": 1.977635782747604e-05,
|
| "loss": 0.6632962036132812,
|
| "step": 50
|
| },
|
| {
|
| "epoch": 0.022820629849383843,
|
| "grad_norm": 3.0326766967773438,
|
| "learning_rate": 1.9548151528982202e-05,
|
| "loss": 0.561246566772461,
|
| "step": 100
|
| },
|
| {
|
| "epoch": 0.03423094477407576,
|
| "grad_norm": 3.925800323486328,
|
| "learning_rate": 1.9319945230488366e-05,
|
| "loss": 0.5682180786132812,
|
| "step": 150
|
| },
|
| {
|
| "epoch": 0.045641259698767686,
|
| "grad_norm": 5.318294048309326,
|
| "learning_rate": 1.9091738931994525e-05,
|
| "loss": 0.5539005661010742,
|
| "step": 200
|
| },
|
| {
|
| "epoch": 0.057051574623459604,
|
| "grad_norm": 6.603648662567139,
|
| "learning_rate": 1.8863532633500685e-05,
|
| "loss": 0.5367833709716797,
|
| "step": 250
|
| },
|
| {
|
| "epoch": 0.06846188954815152,
|
| "grad_norm": 9.673678398132324,
|
| "learning_rate": 1.8635326335006845e-05,
|
| "loss": 0.49748565673828127,
|
| "step": 300
|
| },
|
| {
|
| "epoch": 0.07987220447284345,
|
| "grad_norm": 5.135581016540527,
|
| "learning_rate": 1.840712003651301e-05,
|
| "loss": 0.5023304748535157,
|
| "step": 350
|
| },
|
| {
|
| "epoch": 0.09128251939753537,
|
| "grad_norm": 7.0425028800964355,
|
| "learning_rate": 1.8178913738019172e-05,
|
| "loss": 0.46425422668457034,
|
| "step": 400
|
| },
|
| {
|
| "epoch": 0.1026928343222273,
|
| "grad_norm": 2.7507286071777344,
|
| "learning_rate": 1.7950707439525332e-05,
|
| "loss": 0.5454218292236328,
|
| "step": 450
|
| },
|
| {
|
| "epoch": 0.11410314924691921,
|
| "grad_norm": 4.170090198516846,
|
| "learning_rate": 1.7722501141031495e-05,
|
| "loss": 0.47423641204833983,
|
| "step": 500
|
| },
|
| {
|
| "epoch": 0.12551346417161113,
|
| "grad_norm": 3.0898115634918213,
|
| "learning_rate": 1.7494294842537655e-05,
|
| "loss": 0.4913980102539062,
|
| "step": 550
|
| },
|
| {
|
| "epoch": 0.13692377909630304,
|
| "grad_norm": 8.664337158203125,
|
| "learning_rate": 1.726608854404382e-05,
|
| "loss": 0.4273193740844727,
|
| "step": 600
|
| },
|
| {
|
| "epoch": 0.14833409402099498,
|
| "grad_norm": 11.879191398620605,
|
| "learning_rate": 1.703788224554998e-05,
|
| "loss": 0.46711509704589843,
|
| "step": 650
|
| },
|
| {
|
| "epoch": 0.1597444089456869,
|
| "grad_norm": 5.02529764175415,
|
| "learning_rate": 1.680967594705614e-05,
|
| "loss": 0.5080513381958007,
|
| "step": 700
|
| },
|
| {
|
| "epoch": 0.17115472387037883,
|
| "grad_norm": 4.964006423950195,
|
| "learning_rate": 1.65814696485623e-05,
|
| "loss": 0.46941978454589844,
|
| "step": 750
|
| },
|
| {
|
| "epoch": 0.18256503879507074,
|
| "grad_norm": 13.987129211425781,
|
| "learning_rate": 1.635326335006846e-05,
|
| "loss": 0.4792019271850586,
|
| "step": 800
|
| },
|
| {
|
| "epoch": 0.19397535371976266,
|
| "grad_norm": 4.639439105987549,
|
| "learning_rate": 1.6125057051574625e-05,
|
| "loss": 0.4578260040283203,
|
| "step": 850
|
| },
|
| {
|
| "epoch": 0.2053856686444546,
|
| "grad_norm": 6.14641809463501,
|
| "learning_rate": 1.5896850753080785e-05,
|
| "loss": 0.47733028411865236,
|
| "step": 900
|
| },
|
| {
|
| "epoch": 0.2167959835691465,
|
| "grad_norm": 4.712092876434326,
|
| "learning_rate": 1.5668644454586948e-05,
|
| "loss": 0.42481529235839843,
|
| "step": 950
|
| },
|
| {
|
| "epoch": 0.22820629849383842,
|
| "grad_norm": 5.548622131347656,
|
| "learning_rate": 1.5440438156093108e-05,
|
| "loss": 0.4611286926269531,
|
| "step": 1000
|
| },
|
| {
|
| "epoch": 0.23961661341853036,
|
| "grad_norm": 4.464267253875732,
|
| "learning_rate": 1.5212231857599271e-05,
|
| "loss": 0.4522573471069336,
|
| "step": 1050
|
| },
|
| {
|
| "epoch": 0.25102692834322227,
|
| "grad_norm": 6.691817760467529,
|
| "learning_rate": 1.4984025559105433e-05,
|
| "loss": 0.43489177703857423,
|
| "step": 1100
|
| },
|
| {
|
| "epoch": 0.2624372432679142,
|
| "grad_norm": 3.761361598968506,
|
| "learning_rate": 1.4755819260611594e-05,
|
| "loss": 0.5257294082641601,
|
| "step": 1150
|
| },
|
| {
|
| "epoch": 0.2738475581926061,
|
| "grad_norm": 5.086745262145996,
|
| "learning_rate": 1.4527612962117756e-05,
|
| "loss": 0.4542290496826172,
|
| "step": 1200
|
| },
|
| {
|
| "epoch": 0.28525787311729806,
|
| "grad_norm": 3.5963380336761475,
|
| "learning_rate": 1.4299406663623918e-05,
|
| "loss": 0.467469596862793,
|
| "step": 1250
|
| },
|
| {
|
| "epoch": 0.29666818804198997,
|
| "grad_norm": 3.709458827972412,
|
| "learning_rate": 1.4071200365130078e-05,
|
| "loss": 0.5143083572387696,
|
| "step": 1300
|
| },
|
| {
|
| "epoch": 0.3080785029666819,
|
| "grad_norm": 11.933929443359375,
|
| "learning_rate": 1.384299406663624e-05,
|
| "loss": 0.4164289855957031,
|
| "step": 1350
|
| },
|
| {
|
| "epoch": 0.3194888178913738,
|
| "grad_norm": 2.5278096199035645,
|
| "learning_rate": 1.36147877681424e-05,
|
| "loss": 0.4039248275756836,
|
| "step": 1400
|
| },
|
| {
|
| "epoch": 0.3308991328160657,
|
| "grad_norm": 3.4326210021972656,
|
| "learning_rate": 1.3386581469648562e-05,
|
| "loss": 0.41316970825195315,
|
| "step": 1450
|
| },
|
| {
|
| "epoch": 0.34230944774075767,
|
| "grad_norm": 3.7866249084472656,
|
| "learning_rate": 1.3158375171154724e-05,
|
| "loss": 0.459117431640625,
|
| "step": 1500
|
| },
|
| {
|
| "epoch": 0.3537197626654496,
|
| "grad_norm": 4.124405384063721,
|
| "learning_rate": 1.2930168872660887e-05,
|
| "loss": 0.4856338882446289,
|
| "step": 1550
|
| },
|
| {
|
| "epoch": 0.3651300775901415,
|
| "grad_norm": 2.4259889125823975,
|
| "learning_rate": 1.2701962574167049e-05,
|
| "loss": 0.412738037109375,
|
| "step": 1600
|
| },
|
| {
|
| "epoch": 0.3765403925148334,
|
| "grad_norm": 6.880061149597168,
|
| "learning_rate": 1.247375627567321e-05,
|
| "loss": 0.42296905517578126,
|
| "step": 1650
|
| },
|
| {
|
| "epoch": 0.3879507074395253,
|
| "grad_norm": 5.6280198097229,
|
| "learning_rate": 1.2245549977179372e-05,
|
| "loss": 0.47211647033691406,
|
| "step": 1700
|
| },
|
| {
|
| "epoch": 0.3993610223642173,
|
| "grad_norm": 1.4407788515090942,
|
| "learning_rate": 1.2017343678685534e-05,
|
| "loss": 0.493946533203125,
|
| "step": 1750
|
| },
|
| {
|
| "epoch": 0.4107713372889092,
|
| "grad_norm": 3.940441370010376,
|
| "learning_rate": 1.1789137380191695e-05,
|
| "loss": 0.44274444580078126,
|
| "step": 1800
|
| },
|
| {
|
| "epoch": 0.4221816522136011,
|
| "grad_norm": 5.85487699508667,
|
| "learning_rate": 1.1560931081697855e-05,
|
| "loss": 0.46040336608886717,
|
| "step": 1850
|
| },
|
| {
|
| "epoch": 0.433591967138293,
|
| "grad_norm": 10.245234489440918,
|
| "learning_rate": 1.1332724783204017e-05,
|
| "loss": 0.5127456665039063,
|
| "step": 1900
|
| },
|
| {
|
| "epoch": 0.4450022820629849,
|
| "grad_norm": 2.308976650238037,
|
| "learning_rate": 1.1104518484710179e-05,
|
| "loss": 0.4058601760864258,
|
| "step": 1950
|
| },
|
| {
|
| "epoch": 0.45641259698767683,
|
| "grad_norm": 5.361286163330078,
|
| "learning_rate": 1.087631218621634e-05,
|
| "loss": 0.4743597412109375,
|
| "step": 2000
|
| },
|
| {
|
| "epoch": 0.4678229119123688,
|
| "grad_norm": 5.334343910217285,
|
| "learning_rate": 1.0648105887722502e-05,
|
| "loss": 0.4639525604248047,
|
| "step": 2050
|
| },
|
| {
|
| "epoch": 0.4792332268370607,
|
| "grad_norm": 1.95818030834198,
|
| "learning_rate": 1.0419899589228663e-05,
|
| "loss": 0.41288063049316404,
|
| "step": 2100
|
| },
|
| {
|
| "epoch": 0.4906435417617526,
|
| "grad_norm": 6.241166114807129,
|
| "learning_rate": 1.0191693290734825e-05,
|
| "loss": 0.3964832305908203,
|
| "step": 2150
|
| },
|
| {
|
| "epoch": 0.5020538566864445,
|
| "grad_norm": 7.471798419952393,
|
| "learning_rate": 9.963486992240987e-06,
|
| "loss": 0.41630775451660157,
|
| "step": 2200
|
| },
|
| {
|
| "epoch": 0.5134641716111364,
|
| "grad_norm": 3.8138394355773926,
|
| "learning_rate": 9.735280693747148e-06,
|
| "loss": 0.4568645095825195,
|
| "step": 2250
|
| },
|
| {
|
| "epoch": 0.5248744865358284,
|
| "grad_norm": 4.772327423095703,
|
| "learning_rate": 9.50707439525331e-06,
|
| "loss": 0.5317984008789063,
|
| "step": 2300
|
| },
|
| {
|
| "epoch": 0.5362848014605203,
|
| "grad_norm": 2.351236343383789,
|
| "learning_rate": 9.278868096759471e-06,
|
| "loss": 0.4448737335205078,
|
| "step": 2350
|
| },
|
| {
|
| "epoch": 0.5476951163852122,
|
| "grad_norm": 4.487786293029785,
|
| "learning_rate": 9.050661798265633e-06,
|
| "loss": 0.4678810119628906,
|
| "step": 2400
|
| },
|
| {
|
| "epoch": 0.5591054313099042,
|
| "grad_norm": 10.433749198913574,
|
| "learning_rate": 8.822455499771795e-06,
|
| "loss": 0.4194750595092773,
|
| "step": 2450
|
| },
|
| {
|
| "epoch": 0.5705157462345961,
|
| "grad_norm": 1.5947058200836182,
|
| "learning_rate": 8.594249201277956e-06,
|
| "loss": 0.4051860809326172,
|
| "step": 2500
|
| },
|
| {
|
| "epoch": 0.581926061159288,
|
| "grad_norm": 2.282533884048462,
|
| "learning_rate": 8.366042902784118e-06,
|
| "loss": 0.45566089630126955,
|
| "step": 2550
|
| },
|
| {
|
| "epoch": 0.5933363760839799,
|
| "grad_norm": 6.233128070831299,
|
| "learning_rate": 8.13783660429028e-06,
|
| "loss": 0.45267826080322265,
|
| "step": 2600
|
| },
|
| {
|
| "epoch": 0.6047466910086718,
|
| "grad_norm": 5.396069049835205,
|
| "learning_rate": 7.909630305796441e-06,
|
| "loss": 0.4704823303222656,
|
| "step": 2650
|
| },
|
| {
|
| "epoch": 0.6161570059333638,
|
| "grad_norm": 8.071152687072754,
|
| "learning_rate": 7.681424007302603e-06,
|
| "loss": 0.4423733139038086,
|
| "step": 2700
|
| },
|
| {
|
| "epoch": 0.6275673208580557,
|
| "grad_norm": 5.767007827758789,
|
| "learning_rate": 7.453217708808764e-06,
|
| "loss": 0.4313644027709961,
|
| "step": 2750
|
| },
|
| {
|
| "epoch": 0.6389776357827476,
|
| "grad_norm": 3.3460001945495605,
|
| "learning_rate": 7.225011410314925e-06,
|
| "loss": 0.42799442291259765,
|
| "step": 2800
|
| },
|
| {
|
| "epoch": 0.6503879507074395,
|
| "grad_norm": 5.960783004760742,
|
| "learning_rate": 6.996805111821087e-06,
|
| "loss": 0.41092044830322266,
|
| "step": 2850
|
| },
|
| {
|
| "epoch": 0.6617982656321314,
|
| "grad_norm": 6.72088623046875,
|
| "learning_rate": 6.768598813327248e-06,
|
| "loss": 0.4659000015258789,
|
| "step": 2900
|
| },
|
| {
|
| "epoch": 0.6732085805568234,
|
| "grad_norm": 5.103211402893066,
|
| "learning_rate": 6.54039251483341e-06,
|
| "loss": 0.40870281219482424,
|
| "step": 2950
|
| },
|
| {
|
| "epoch": 0.6846188954815153,
|
| "grad_norm": 4.713070392608643,
|
| "learning_rate": 6.3121862163395716e-06,
|
| "loss": 0.43229644775390624,
|
| "step": 3000
|
| },
|
| {
|
| "epoch": 0.6960292104062072,
|
| "grad_norm": 10.738908767700195,
|
| "learning_rate": 6.083979917845732e-06,
|
| "loss": 0.4214697265625,
|
| "step": 3050
|
| },
|
| {
|
| "epoch": 0.7074395253308992,
|
| "grad_norm": 3.3574206829071045,
|
| "learning_rate": 5.855773619351895e-06,
|
| "loss": 0.4932152557373047,
|
| "step": 3100
|
| },
|
| {
|
| "epoch": 0.7188498402555911,
|
| "grad_norm": 4.009425640106201,
|
| "learning_rate": 5.627567320858056e-06,
|
| "loss": 0.4197427749633789,
|
| "step": 3150
|
| },
|
| {
|
| "epoch": 0.730260155180283,
|
| "grad_norm": 3.7821474075317383,
|
| "learning_rate": 5.399361022364218e-06,
|
| "loss": 0.40939640045166015,
|
| "step": 3200
|
| },
|
| {
|
| "epoch": 0.7416704701049749,
|
| "grad_norm": 4.376630783081055,
|
| "learning_rate": 5.17115472387038e-06,
|
| "loss": 0.4595405960083008,
|
| "step": 3250
|
| },
|
| {
|
| "epoch": 0.7530807850296668,
|
| "grad_norm": 4.000816822052002,
|
| "learning_rate": 4.942948425376541e-06,
|
| "loss": 0.43872589111328125,
|
| "step": 3300
|
| },
|
| {
|
| "epoch": 0.7644910999543587,
|
| "grad_norm": 3.6162331104278564,
|
| "learning_rate": 4.714742126882703e-06,
|
| "loss": 0.48691471099853517,
|
| "step": 3350
|
| },
|
| {
|
| "epoch": 0.7759014148790506,
|
| "grad_norm": 3.905456781387329,
|
| "learning_rate": 4.486535828388864e-06,
|
| "loss": 0.36698902130126954,
|
| "step": 3400
|
| },
|
| {
|
| "epoch": 0.7873117298037425,
|
| "grad_norm": 2.5894343852996826,
|
| "learning_rate": 4.258329529895025e-06,
|
| "loss": 0.3957312393188477,
|
| "step": 3450
|
| },
|
| {
|
| "epoch": 0.7987220447284346,
|
| "grad_norm": 1.0098737478256226,
|
| "learning_rate": 4.030123231401187e-06,
|
| "loss": 0.37791492462158205,
|
| "step": 3500
|
| },
|
| {
|
| "epoch": 0.8101323596531265,
|
| "grad_norm": 4.44543981552124,
|
| "learning_rate": 3.8019169329073485e-06,
|
| "loss": 0.40286128997802734,
|
| "step": 3550
|
| },
|
| {
|
| "epoch": 0.8215426745778184,
|
| "grad_norm": 10.61814022064209,
|
| "learning_rate": 3.5737106344135105e-06,
|
| "loss": 0.44866851806640623,
|
| "step": 3600
|
| },
|
| {
|
| "epoch": 0.8329529895025103,
|
| "grad_norm": 5.673017501831055,
|
| "learning_rate": 3.3455043359196717e-06,
|
| "loss": 0.4784463119506836,
|
| "step": 3650
|
| },
|
| {
|
| "epoch": 0.8443633044272022,
|
| "grad_norm": 6.310068607330322,
|
| "learning_rate": 3.1172980374258333e-06,
|
| "loss": 0.4284184265136719,
|
| "step": 3700
|
| },
|
| {
|
| "epoch": 0.8557736193518941,
|
| "grad_norm": 5.64756441116333,
|
| "learning_rate": 2.889091738931995e-06,
|
| "loss": 0.369830436706543,
|
| "step": 3750
|
| },
|
| {
|
| "epoch": 0.867183934276586,
|
| "grad_norm": 7.419605731964111,
|
| "learning_rate": 2.660885440438156e-06,
|
| "loss": 0.43118598937988284,
|
| "step": 3800
|
| },
|
| {
|
| "epoch": 0.8785942492012779,
|
| "grad_norm": 5.032991886138916,
|
| "learning_rate": 2.432679141944318e-06,
|
| "loss": 0.39139198303222655,
|
| "step": 3850
|
| },
|
| {
|
| "epoch": 0.8900045641259698,
|
| "grad_norm": 7.240507125854492,
|
| "learning_rate": 2.2044728434504793e-06,
|
| "loss": 0.4490787887573242,
|
| "step": 3900
|
| },
|
| {
|
| "epoch": 0.9014148790506618,
|
| "grad_norm": 6.269330024719238,
|
| "learning_rate": 1.976266544956641e-06,
|
| "loss": 0.41913303375244143,
|
| "step": 3950
|
| },
|
| {
|
| "epoch": 0.9128251939753537,
|
| "grad_norm": 2.2580368518829346,
|
| "learning_rate": 1.7480602464628023e-06,
|
| "loss": 0.4250646591186523,
|
| "step": 4000
|
| },
|
| {
|
| "epoch": 0.9242355089000457,
|
| "grad_norm": 7.749474048614502,
|
| "learning_rate": 1.5198539479689642e-06,
|
| "loss": 0.37976726531982424,
|
| "step": 4050
|
| },
|
| {
|
| "epoch": 0.9356458238247376,
|
| "grad_norm": 5.204364776611328,
|
| "learning_rate": 1.2916476494751258e-06,
|
| "loss": 0.46813446044921875,
|
| "step": 4100
|
| },
|
| {
|
| "epoch": 0.9470561387494295,
|
| "grad_norm": 4.661312103271484,
|
| "learning_rate": 1.0634413509812872e-06,
|
| "loss": 0.36634628295898436,
|
| "step": 4150
|
| },
|
| {
|
| "epoch": 0.9584664536741214,
|
| "grad_norm": 2.7700841426849365,
|
| "learning_rate": 8.352350524874488e-07,
|
| "loss": 0.373182373046875,
|
| "step": 4200
|
| },
|
| {
|
| "epoch": 0.9698767685988133,
|
| "grad_norm": 5.7063493728637695,
|
| "learning_rate": 6.070287539936103e-07,
|
| "loss": 0.4222087860107422,
|
| "step": 4250
|
| },
|
| {
|
| "epoch": 0.9812870835235052,
|
| "grad_norm": 3.2713735103607178,
|
| "learning_rate": 3.788224554997718e-07,
|
| "loss": 0.38604934692382814,
|
| "step": 4300
|
| },
|
| {
|
| "epoch": 0.9926973984481972,
|
| "grad_norm": 1.7946311235427856,
|
| "learning_rate": 1.5061615700593338e-07,
|
| "loss": 0.40867019653320313,
|
| "step": 4350
|
| },
|
| {
|
| "epoch": 1.0,
|
| "eval_accuracy": 0.8097333333333333,
|
| "eval_f1": 0.8080182967846091,
|
| "eval_loss": 0.41877689957618713,
|
| "eval_precision": 0.8153679065978822,
|
| "eval_recall": 0.8008,
|
| "eval_runtime": 1099.9562,
|
| "eval_samples_per_second": 6.818,
|
| "eval_steps_per_second": 0.853,
|
| "step": 4382
|
| }
|
| ],
|
| "logging_steps": 50,
|
| "max_steps": 4382,
|
| "num_input_tokens_seen": 0,
|
| "num_train_epochs": 1,
|
| "save_steps": 500,
|
| "stateful_callbacks": {
|
| "TrainerControl": {
|
| "args": {
|
| "should_epoch_stop": false,
|
| "should_evaluate": false,
|
| "should_log": false,
|
| "should_save": true,
|
| "should_training_stop": true
|
| },
|
| "attributes": {}
|
| }
|
| },
|
| "total_flos": 4611810578350080.0,
|
| "train_batch_size": 8,
|
| "trial_name": null,
|
| "trial_params": null
|
| }
|
|
|
