sedrickkeh's picture
End of training
c34bd40 verified
{
"best_metric": null,
"best_model_checkpoint": null,
"epoch": 2.9904153354632586,
"eval_steps": 500,
"global_step": 78,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.038338658146964855,
"grad_norm": 6.750406265258789,
"learning_rate": 1.25e-06,
"loss": 1.2094,
"step": 1
},
{
"epoch": 0.07667731629392971,
"grad_norm": 6.6926960945129395,
"learning_rate": 2.5e-06,
"loss": 1.2525,
"step": 2
},
{
"epoch": 0.11501597444089456,
"grad_norm": 6.852833271026611,
"learning_rate": 3.7500000000000005e-06,
"loss": 1.2458,
"step": 3
},
{
"epoch": 0.15335463258785942,
"grad_norm": 6.3734660148620605,
"learning_rate": 5e-06,
"loss": 1.2346,
"step": 4
},
{
"epoch": 0.19169329073482427,
"grad_norm": 4.747315406799316,
"learning_rate": 6.25e-06,
"loss": 1.2305,
"step": 5
},
{
"epoch": 0.23003194888178913,
"grad_norm": 3.0135254859924316,
"learning_rate": 7.500000000000001e-06,
"loss": 1.1978,
"step": 6
},
{
"epoch": 0.268370607028754,
"grad_norm": 5.551453113555908,
"learning_rate": 8.750000000000001e-06,
"loss": 1.167,
"step": 7
},
{
"epoch": 0.30670926517571884,
"grad_norm": 6.40416145324707,
"learning_rate": 1e-05,
"loss": 1.1985,
"step": 8
},
{
"epoch": 0.3450479233226837,
"grad_norm": 5.348586559295654,
"learning_rate": 9.994965332706574e-06,
"loss": 1.0898,
"step": 9
},
{
"epoch": 0.38338658146964855,
"grad_norm": 5.419101715087891,
"learning_rate": 9.979871469976197e-06,
"loss": 1.1684,
"step": 10
},
{
"epoch": 0.4217252396166134,
"grad_norm": 3.4236347675323486,
"learning_rate": 9.954748808839675e-06,
"loss": 1.0705,
"step": 11
},
{
"epoch": 0.46006389776357826,
"grad_norm": 2.0731325149536133,
"learning_rate": 9.91964794299315e-06,
"loss": 1.0602,
"step": 12
},
{
"epoch": 0.4984025559105431,
"grad_norm": 2.1177845001220703,
"learning_rate": 9.874639560909118e-06,
"loss": 1.0577,
"step": 13
},
{
"epoch": 0.536741214057508,
"grad_norm": 1.8454856872558594,
"learning_rate": 9.819814303479268e-06,
"loss": 1.0107,
"step": 14
},
{
"epoch": 0.5750798722044729,
"grad_norm": 1.4291642904281616,
"learning_rate": 9.755282581475769e-06,
"loss": 1.0016,
"step": 15
},
{
"epoch": 0.6134185303514377,
"grad_norm": 1.1472529172897339,
"learning_rate": 9.681174353198687e-06,
"loss": 1.0395,
"step": 16
},
{
"epoch": 0.6517571884984026,
"grad_norm": 1.3744078874588013,
"learning_rate": 9.597638862757255e-06,
"loss": 0.954,
"step": 17
},
{
"epoch": 0.6900958466453674,
"grad_norm": 1.3437975645065308,
"learning_rate": 9.504844339512096e-06,
"loss": 1.018,
"step": 18
},
{
"epoch": 0.7284345047923323,
"grad_norm": 0.8267951011657715,
"learning_rate": 9.40297765928369e-06,
"loss": 0.9674,
"step": 19
},
{
"epoch": 0.7667731629392971,
"grad_norm": 1.220023274421692,
"learning_rate": 9.292243968009332e-06,
"loss": 0.9772,
"step": 20
},
{
"epoch": 0.805111821086262,
"grad_norm": 1.122429609298706,
"learning_rate": 9.172866268606514e-06,
"loss": 0.9728,
"step": 21
},
{
"epoch": 0.8434504792332268,
"grad_norm": 0.9652833342552185,
"learning_rate": 9.045084971874738e-06,
"loss": 0.9177,
"step": 22
},
{
"epoch": 0.8817891373801917,
"grad_norm": 0.8387393355369568,
"learning_rate": 8.90915741234015e-06,
"loss": 0.9323,
"step": 23
},
{
"epoch": 0.9201277955271565,
"grad_norm": 0.825862467288971,
"learning_rate": 8.765357330018056e-06,
"loss": 0.8971,
"step": 24
},
{
"epoch": 0.9584664536741214,
"grad_norm": 0.9249891638755798,
"learning_rate": 8.613974319136959e-06,
"loss": 0.9744,
"step": 25
},
{
"epoch": 0.9968051118210862,
"grad_norm": 0.8519946336746216,
"learning_rate": 8.455313244934324e-06,
"loss": 0.9422,
"step": 26
},
{
"epoch": 1.035143769968051,
"grad_norm": 2.3283467292785645,
"learning_rate": 8.289693629698564e-06,
"loss": 1.6755,
"step": 27
},
{
"epoch": 1.073482428115016,
"grad_norm": 0.9505302309989929,
"learning_rate": 8.117449009293668e-06,
"loss": 0.9068,
"step": 28
},
{
"epoch": 1.1118210862619808,
"grad_norm": 0.7482997179031372,
"learning_rate": 7.938926261462366e-06,
"loss": 0.9196,
"step": 29
},
{
"epoch": 1.1501597444089458,
"grad_norm": 0.8730147480964661,
"learning_rate": 7.754484907260513e-06,
"loss": 0.8498,
"step": 30
},
{
"epoch": 1.1884984025559104,
"grad_norm": 1.1967462301254272,
"learning_rate": 7.564496387029532e-06,
"loss": 0.9391,
"step": 31
},
{
"epoch": 1.2268370607028753,
"grad_norm": 0.8256357908248901,
"learning_rate": 7.369343312364994e-06,
"loss": 0.9358,
"step": 32
},
{
"epoch": 1.2651757188498403,
"grad_norm": 0.7933709025382996,
"learning_rate": 7.169418695587791e-06,
"loss": 0.8565,
"step": 33
},
{
"epoch": 1.3035143769968052,
"grad_norm": 1.0334701538085938,
"learning_rate": 6.965125158269619e-06,
"loss": 0.9579,
"step": 34
},
{
"epoch": 1.34185303514377,
"grad_norm": 0.8803445100784302,
"learning_rate": 6.7568741204067145e-06,
"loss": 0.899,
"step": 35
},
{
"epoch": 1.3801916932907348,
"grad_norm": 0.6570597887039185,
"learning_rate": 6.545084971874738e-06,
"loss": 0.87,
"step": 36
},
{
"epoch": 1.4185303514376997,
"grad_norm": 0.695439875125885,
"learning_rate": 6.330184227833376e-06,
"loss": 0.8848,
"step": 37
},
{
"epoch": 1.4568690095846646,
"grad_norm": 0.7792927622795105,
"learning_rate": 6.112604669781572e-06,
"loss": 0.8321,
"step": 38
},
{
"epoch": 1.4952076677316293,
"grad_norm": 0.580856442451477,
"learning_rate": 5.892784473993184e-06,
"loss": 0.9334,
"step": 39
},
{
"epoch": 1.5335463258785942,
"grad_norm": 0.6853410005569458,
"learning_rate": 5.671166329088278e-06,
"loss": 0.878,
"step": 40
},
{
"epoch": 1.571884984025559,
"grad_norm": 0.6273736953735352,
"learning_rate": 5.448196544517168e-06,
"loss": 0.8616,
"step": 41
},
{
"epoch": 1.610223642172524,
"grad_norm": 0.6324445605278015,
"learning_rate": 5.224324151752575e-06,
"loss": 0.8622,
"step": 42
},
{
"epoch": 1.648562300319489,
"grad_norm": 0.5893526077270508,
"learning_rate": 5e-06,
"loss": 0.9181,
"step": 43
},
{
"epoch": 1.6869009584664538,
"grad_norm": 0.6154158115386963,
"learning_rate": 4.775675848247427e-06,
"loss": 0.907,
"step": 44
},
{
"epoch": 1.7252396166134185,
"grad_norm": 0.6537562608718872,
"learning_rate": 4.551803455482833e-06,
"loss": 0.9012,
"step": 45
},
{
"epoch": 1.7635782747603834,
"grad_norm": 0.6552609801292419,
"learning_rate": 4.3288336709117246e-06,
"loss": 0.9178,
"step": 46
},
{
"epoch": 1.8019169329073481,
"grad_norm": 0.5112825036048889,
"learning_rate": 4.107215526006818e-06,
"loss": 0.8262,
"step": 47
},
{
"epoch": 1.840255591054313,
"grad_norm": 0.6806999444961548,
"learning_rate": 3.887395330218429e-06,
"loss": 0.9191,
"step": 48
},
{
"epoch": 1.878594249201278,
"grad_norm": 0.552535355091095,
"learning_rate": 3.669815772166625e-06,
"loss": 0.8733,
"step": 49
},
{
"epoch": 1.9169329073482428,
"grad_norm": 0.5347147583961487,
"learning_rate": 3.4549150281252635e-06,
"loss": 0.8584,
"step": 50
},
{
"epoch": 1.9552715654952078,
"grad_norm": 0.4987843334674835,
"learning_rate": 3.2431258795932863e-06,
"loss": 0.8232,
"step": 51
},
{
"epoch": 1.9936102236421727,
"grad_norm": 0.49472934007644653,
"learning_rate": 3.0348748417303826e-06,
"loss": 0.8291,
"step": 52
},
{
"epoch": 2.0319488817891376,
"grad_norm": 1.9797881841659546,
"learning_rate": 2.83058130441221e-06,
"loss": 1.5904,
"step": 53
},
{
"epoch": 2.070287539936102,
"grad_norm": 0.6038568019866943,
"learning_rate": 2.6306566876350072e-06,
"loss": 0.8795,
"step": 54
},
{
"epoch": 2.108626198083067,
"grad_norm": 0.5763557553291321,
"learning_rate": 2.43550361297047e-06,
"loss": 0.8314,
"step": 55
},
{
"epoch": 2.146964856230032,
"grad_norm": 0.46757033467292786,
"learning_rate": 2.245515092739488e-06,
"loss": 0.872,
"step": 56
},
{
"epoch": 2.1853035143769968,
"grad_norm": 0.519928514957428,
"learning_rate": 2.061073738537635e-06,
"loss": 0.8765,
"step": 57
},
{
"epoch": 2.2236421725239617,
"grad_norm": 0.46003907918930054,
"learning_rate": 1.8825509907063328e-06,
"loss": 0.8746,
"step": 58
},
{
"epoch": 2.2619808306709266,
"grad_norm": 0.5594185590744019,
"learning_rate": 1.7103063703014372e-06,
"loss": 0.861,
"step": 59
},
{
"epoch": 2.3003194888178915,
"grad_norm": 0.5131329894065857,
"learning_rate": 1.544686755065677e-06,
"loss": 0.8427,
"step": 60
},
{
"epoch": 2.3386581469648564,
"grad_norm": 0.4558700621128082,
"learning_rate": 1.3860256808630429e-06,
"loss": 0.8777,
"step": 61
},
{
"epoch": 2.376996805111821,
"grad_norm": 0.5257992744445801,
"learning_rate": 1.234642669981946e-06,
"loss": 0.886,
"step": 62
},
{
"epoch": 2.415335463258786,
"grad_norm": 0.4446508288383484,
"learning_rate": 1.0908425876598512e-06,
"loss": 0.8206,
"step": 63
},
{
"epoch": 2.4536741214057507,
"grad_norm": 0.44507887959480286,
"learning_rate": 9.549150281252633e-07,
"loss": 0.8291,
"step": 64
},
{
"epoch": 2.4920127795527156,
"grad_norm": 0.4563707709312439,
"learning_rate": 8.271337313934869e-07,
"loss": 0.8136,
"step": 65
},
{
"epoch": 2.5303514376996805,
"grad_norm": 0.4601212739944458,
"learning_rate": 7.077560319906696e-07,
"loss": 0.8797,
"step": 66
},
{
"epoch": 2.5686900958466454,
"grad_norm": 0.39720138907432556,
"learning_rate": 5.9702234071631e-07,
"loss": 0.8234,
"step": 67
},
{
"epoch": 2.6070287539936103,
"grad_norm": 0.49322497844696045,
"learning_rate": 4.951556604879049e-07,
"loss": 0.8948,
"step": 68
},
{
"epoch": 2.6453674121405752,
"grad_norm": 0.4508395791053772,
"learning_rate": 4.0236113724274716e-07,
"loss": 0.8339,
"step": 69
},
{
"epoch": 2.68370607028754,
"grad_norm": 0.43577197194099426,
"learning_rate": 3.18825646801314e-07,
"loss": 0.8325,
"step": 70
},
{
"epoch": 2.722044728434505,
"grad_norm": 0.4369300305843353,
"learning_rate": 2.447174185242324e-07,
"loss": 0.8414,
"step": 71
},
{
"epoch": 2.7603833865814695,
"grad_norm": 0.44489479064941406,
"learning_rate": 1.801856965207338e-07,
"loss": 0.8712,
"step": 72
},
{
"epoch": 2.7987220447284344,
"grad_norm": 0.42158830165863037,
"learning_rate": 1.253604390908819e-07,
"loss": 0.7937,
"step": 73
},
{
"epoch": 2.8370607028753994,
"grad_norm": 0.4275648593902588,
"learning_rate": 8.035205700685167e-08,
"loss": 0.8532,
"step": 74
},
{
"epoch": 2.8753993610223643,
"grad_norm": 0.406995952129364,
"learning_rate": 4.52511911603265e-08,
"loss": 0.8476,
"step": 75
},
{
"epoch": 2.913738019169329,
"grad_norm": 0.39879167079925537,
"learning_rate": 2.012853002380466e-08,
"loss": 0.8314,
"step": 76
},
{
"epoch": 2.952076677316294,
"grad_norm": 0.44530031085014343,
"learning_rate": 5.034667293427053e-09,
"loss": 0.8021,
"step": 77
},
{
"epoch": 2.9904153354632586,
"grad_norm": 0.4450380802154541,
"learning_rate": 0.0,
"loss": 0.843,
"step": 78
},
{
"epoch": 2.9904153354632586,
"step": 78,
"total_flos": 81422852718592.0,
"train_loss": 0.9541801978380252,
"train_runtime": 7688.715,
"train_samples_per_second": 0.975,
"train_steps_per_second": 0.01
}
],
"logging_steps": 1.0,
"max_steps": 78,
"num_input_tokens_seen": 0,
"num_train_epochs": 3,
"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": 81422852718592.0,
"train_batch_size": 1,
"trial_name": null,
"trial_params": null
}