leixa's picture
Training in progress, step 210, checkpoint
d85dd93 verified
raw
history blame
14 kB
{
"best_metric": null,
"best_model_checkpoint": null,
"epoch": 0.6840390879478827,
"eval_steps": 42,
"global_step": 210,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.003257328990228013,
"eval_loss": 6.045982360839844,
"eval_runtime": 22.8171,
"eval_samples_per_second": 22.658,
"eval_steps_per_second": 5.697,
"step": 1
},
{
"epoch": 0.009771986970684038,
"grad_norm": 7.921604633331299,
"learning_rate": 3e-05,
"loss": 5.6539,
"step": 3
},
{
"epoch": 0.019543973941368076,
"grad_norm": 8.00938606262207,
"learning_rate": 6e-05,
"loss": 4.9183,
"step": 6
},
{
"epoch": 0.029315960912052116,
"grad_norm": 7.276914596557617,
"learning_rate": 9e-05,
"loss": 3.1081,
"step": 9
},
{
"epoch": 0.03908794788273615,
"grad_norm": 4.77871036529541,
"learning_rate": 9.999588943391597e-05,
"loss": 2.5988,
"step": 12
},
{
"epoch": 0.048859934853420196,
"grad_norm": 4.304369926452637,
"learning_rate": 9.99743108100344e-05,
"loss": 2.3816,
"step": 15
},
{
"epoch": 0.05863192182410423,
"grad_norm": 4.264029502868652,
"learning_rate": 9.993424445916923e-05,
"loss": 2.302,
"step": 18
},
{
"epoch": 0.06840390879478828,
"grad_norm": 3.8603391647338867,
"learning_rate": 9.987570520365104e-05,
"loss": 2.205,
"step": 21
},
{
"epoch": 0.0781758957654723,
"grad_norm": 3.673312187194824,
"learning_rate": 9.979871469976196e-05,
"loss": 1.9937,
"step": 24
},
{
"epoch": 0.08794788273615635,
"grad_norm": 3.670795202255249,
"learning_rate": 9.970330142972401e-05,
"loss": 1.9628,
"step": 27
},
{
"epoch": 0.09771986970684039,
"grad_norm": 4.024224281311035,
"learning_rate": 9.95895006911623e-05,
"loss": 1.9128,
"step": 30
},
{
"epoch": 0.10749185667752444,
"grad_norm": 3.246854782104492,
"learning_rate": 9.945735458404681e-05,
"loss": 1.8845,
"step": 33
},
{
"epoch": 0.11726384364820847,
"grad_norm": 3.4581379890441895,
"learning_rate": 9.930691199511775e-05,
"loss": 1.7264,
"step": 36
},
{
"epoch": 0.1270358306188925,
"grad_norm": 3.0552656650543213,
"learning_rate": 9.91382285798002e-05,
"loss": 1.6868,
"step": 39
},
{
"epoch": 0.13680781758957655,
"grad_norm": 2.96836519241333,
"learning_rate": 9.895136674161465e-05,
"loss": 1.7595,
"step": 42
},
{
"epoch": 0.13680781758957655,
"eval_loss": 1.7990862131118774,
"eval_runtime": 22.1331,
"eval_samples_per_second": 23.359,
"eval_steps_per_second": 5.874,
"step": 42
},
{
"epoch": 0.1465798045602606,
"grad_norm": 2.9569833278656006,
"learning_rate": 9.874639560909117e-05,
"loss": 1.6317,
"step": 45
},
{
"epoch": 0.1563517915309446,
"grad_norm": 2.9722719192504883,
"learning_rate": 9.852339101019574e-05,
"loss": 1.4734,
"step": 48
},
{
"epoch": 0.16612377850162866,
"grad_norm": 3.663701295852661,
"learning_rate": 9.828243544427796e-05,
"loss": 1.7673,
"step": 51
},
{
"epoch": 0.1758957654723127,
"grad_norm": 2.7686305046081543,
"learning_rate": 9.802361805155097e-05,
"loss": 1.5428,
"step": 54
},
{
"epoch": 0.18566775244299674,
"grad_norm": 2.781644582748413,
"learning_rate": 9.774703458011453e-05,
"loss": 1.7697,
"step": 57
},
{
"epoch": 0.19543973941368079,
"grad_norm": 2.7254538536071777,
"learning_rate": 9.745278735053343e-05,
"loss": 1.5856,
"step": 60
},
{
"epoch": 0.20521172638436483,
"grad_norm": 2.544527769088745,
"learning_rate": 9.714098521798465e-05,
"loss": 1.5917,
"step": 63
},
{
"epoch": 0.21498371335504887,
"grad_norm": 3.226173162460327,
"learning_rate": 9.681174353198687e-05,
"loss": 1.5432,
"step": 66
},
{
"epoch": 0.2247557003257329,
"grad_norm": 2.7061498165130615,
"learning_rate": 9.64651840937276e-05,
"loss": 1.6754,
"step": 69
},
{
"epoch": 0.23452768729641693,
"grad_norm": 2.9291999340057373,
"learning_rate": 9.610143511100354e-05,
"loss": 1.5638,
"step": 72
},
{
"epoch": 0.24429967426710097,
"grad_norm": 2.4796836376190186,
"learning_rate": 9.572063115079063e-05,
"loss": 1.474,
"step": 75
},
{
"epoch": 0.254071661237785,
"grad_norm": 2.7676734924316406,
"learning_rate": 9.53229130894619e-05,
"loss": 1.5904,
"step": 78
},
{
"epoch": 0.26384364820846906,
"grad_norm": 2.8210036754608154,
"learning_rate": 9.490842806067095e-05,
"loss": 1.6858,
"step": 81
},
{
"epoch": 0.2736156351791531,
"grad_norm": 2.67210054397583,
"learning_rate": 9.44773294009206e-05,
"loss": 1.5434,
"step": 84
},
{
"epoch": 0.2736156351791531,
"eval_loss": 1.6323200464248657,
"eval_runtime": 22.1692,
"eval_samples_per_second": 23.321,
"eval_steps_per_second": 5.864,
"step": 84
},
{
"epoch": 0.28338762214983715,
"grad_norm": 2.819925308227539,
"learning_rate": 9.40297765928369e-05,
"loss": 1.5062,
"step": 87
},
{
"epoch": 0.2931596091205212,
"grad_norm": 2.894965410232544,
"learning_rate": 9.356593520616948e-05,
"loss": 1.5876,
"step": 90
},
{
"epoch": 0.30293159609120524,
"grad_norm": 2.7666544914245605,
"learning_rate": 9.308597683653975e-05,
"loss": 1.4585,
"step": 93
},
{
"epoch": 0.3127035830618892,
"grad_norm": 2.8919670581817627,
"learning_rate": 9.259007904196023e-05,
"loss": 1.5846,
"step": 96
},
{
"epoch": 0.32247557003257327,
"grad_norm": 2.660968542098999,
"learning_rate": 9.207842527714767e-05,
"loss": 1.5343,
"step": 99
},
{
"epoch": 0.3322475570032573,
"grad_norm": 2.652714967727661,
"learning_rate": 9.155120482565521e-05,
"loss": 1.591,
"step": 102
},
{
"epoch": 0.34201954397394135,
"grad_norm": 2.7949202060699463,
"learning_rate": 9.10086127298478e-05,
"loss": 1.4614,
"step": 105
},
{
"epoch": 0.3517915309446254,
"grad_norm": 2.527437686920166,
"learning_rate": 9.045084971874738e-05,
"loss": 1.5641,
"step": 108
},
{
"epoch": 0.36156351791530944,
"grad_norm": 2.352187395095825,
"learning_rate": 8.987812213377424e-05,
"loss": 1.4186,
"step": 111
},
{
"epoch": 0.3713355048859935,
"grad_norm": 2.577479124069214,
"learning_rate": 8.929064185241213e-05,
"loss": 1.4607,
"step": 114
},
{
"epoch": 0.3811074918566775,
"grad_norm": 2.7002623081207275,
"learning_rate": 8.868862620982534e-05,
"loss": 1.6182,
"step": 117
},
{
"epoch": 0.39087947882736157,
"grad_norm": 2.521603584289551,
"learning_rate": 8.807229791845673e-05,
"loss": 1.4524,
"step": 120
},
{
"epoch": 0.4006514657980456,
"grad_norm": 2.723996877670288,
"learning_rate": 8.744188498563641e-05,
"loss": 1.2303,
"step": 123
},
{
"epoch": 0.41042345276872966,
"grad_norm": 2.888556957244873,
"learning_rate": 8.679762062923175e-05,
"loss": 1.376,
"step": 126
},
{
"epoch": 0.41042345276872966,
"eval_loss": 1.5374845266342163,
"eval_runtime": 22.1691,
"eval_samples_per_second": 23.321,
"eval_steps_per_second": 5.864,
"step": 126
},
{
"epoch": 0.4201954397394137,
"grad_norm": 2.6070010662078857,
"learning_rate": 8.613974319136958e-05,
"loss": 1.313,
"step": 129
},
{
"epoch": 0.42996742671009774,
"grad_norm": 2.7287192344665527,
"learning_rate": 8.54684960502629e-05,
"loss": 1.4142,
"step": 132
},
{
"epoch": 0.43973941368078173,
"grad_norm": 2.9047019481658936,
"learning_rate": 8.478412753017433e-05,
"loss": 1.4128,
"step": 135
},
{
"epoch": 0.4495114006514658,
"grad_norm": 3.378373622894287,
"learning_rate": 8.408689080954998e-05,
"loss": 1.5116,
"step": 138
},
{
"epoch": 0.4592833876221498,
"grad_norm": 2.828160285949707,
"learning_rate": 8.33770438273574e-05,
"loss": 1.3085,
"step": 141
},
{
"epoch": 0.46905537459283386,
"grad_norm": 2.577202081680298,
"learning_rate": 8.265484918766243e-05,
"loss": 1.3892,
"step": 144
},
{
"epoch": 0.4788273615635179,
"grad_norm": 2.659550428390503,
"learning_rate": 8.192057406248028e-05,
"loss": 1.4546,
"step": 147
},
{
"epoch": 0.48859934853420195,
"grad_norm": 3.5885229110717773,
"learning_rate": 8.117449009293668e-05,
"loss": 1.2797,
"step": 150
},
{
"epoch": 0.498371335504886,
"grad_norm": 2.8732728958129883,
"learning_rate": 8.041687328877567e-05,
"loss": 1.405,
"step": 153
},
{
"epoch": 0.50814332247557,
"grad_norm": 2.7093594074249268,
"learning_rate": 7.964800392625129e-05,
"loss": 1.4728,
"step": 156
},
{
"epoch": 0.5179153094462541,
"grad_norm": 2.460803747177124,
"learning_rate": 7.886816644444098e-05,
"loss": 1.5428,
"step": 159
},
{
"epoch": 0.5276872964169381,
"grad_norm": 2.5754201412200928,
"learning_rate": 7.807764934001874e-05,
"loss": 1.332,
"step": 162
},
{
"epoch": 0.5374592833876222,
"grad_norm": 2.630692481994629,
"learning_rate": 7.727674506052743e-05,
"loss": 1.4519,
"step": 165
},
{
"epoch": 0.5472312703583062,
"grad_norm": 3.039989948272705,
"learning_rate": 7.646574989618938e-05,
"loss": 1.4669,
"step": 168
},
{
"epoch": 0.5472312703583062,
"eval_loss": 1.471885085105896,
"eval_runtime": 22.1606,
"eval_samples_per_second": 23.33,
"eval_steps_per_second": 5.866,
"step": 168
},
{
"epoch": 0.5570032573289903,
"grad_norm": 2.361525297164917,
"learning_rate": 7.564496387029532e-05,
"loss": 1.3612,
"step": 171
},
{
"epoch": 0.5667752442996743,
"grad_norm": 2.969438076019287,
"learning_rate": 7.481469062821252e-05,
"loss": 1.3524,
"step": 174
},
{
"epoch": 0.5765472312703583,
"grad_norm": 2.654615879058838,
"learning_rate": 7.39752373250527e-05,
"loss": 1.3684,
"step": 177
},
{
"epoch": 0.5863192182410424,
"grad_norm": 2.500892162322998,
"learning_rate": 7.312691451204178e-05,
"loss": 1.2688,
"step": 180
},
{
"epoch": 0.5960912052117264,
"grad_norm": 2.7902750968933105,
"learning_rate": 7.227003602163295e-05,
"loss": 1.213,
"step": 183
},
{
"epoch": 0.6058631921824105,
"grad_norm": 2.477710008621216,
"learning_rate": 7.14049188514063e-05,
"loss": 1.4632,
"step": 186
},
{
"epoch": 0.6156351791530945,
"grad_norm": 2.8017044067382812,
"learning_rate": 7.05318830467969e-05,
"loss": 1.4655,
"step": 189
},
{
"epoch": 0.6254071661237784,
"grad_norm": 2.2910585403442383,
"learning_rate": 6.965125158269619e-05,
"loss": 1.3622,
"step": 192
},
{
"epoch": 0.6351791530944625,
"grad_norm": 2.3485262393951416,
"learning_rate": 6.876335024396872e-05,
"loss": 1.3191,
"step": 195
},
{
"epoch": 0.6449511400651465,
"grad_norm": 2.221445083618164,
"learning_rate": 6.786850750493006e-05,
"loss": 1.2862,
"step": 198
},
{
"epoch": 0.6547231270358306,
"grad_norm": 2.2322473526000977,
"learning_rate": 6.696705440782938e-05,
"loss": 1.2873,
"step": 201
},
{
"epoch": 0.6644951140065146,
"grad_norm": 2.134915828704834,
"learning_rate": 6.605932444038229e-05,
"loss": 1.2457,
"step": 204
},
{
"epoch": 0.6742671009771987,
"grad_norm": 2.2600533962249756,
"learning_rate": 6.514565341239861e-05,
"loss": 1.3544,
"step": 207
},
{
"epoch": 0.6840390879478827,
"grad_norm": 2.104802370071411,
"learning_rate": 6.422637933155162e-05,
"loss": 1.2662,
"step": 210
},
{
"epoch": 0.6840390879478827,
"eval_loss": 1.3924102783203125,
"eval_runtime": 22.1429,
"eval_samples_per_second": 23.348,
"eval_steps_per_second": 5.871,
"step": 210
}
],
"logging_steps": 3,
"max_steps": 500,
"num_input_tokens_seen": 0,
"num_train_epochs": 2,
"save_steps": 42,
"stateful_callbacks": {
"TrainerControl": {
"args": {
"should_epoch_stop": false,
"should_evaluate": false,
"should_log": false,
"should_save": true,
"should_training_stop": false
},
"attributes": {}
}
},
"total_flos": 1.5839392576831488e+17,
"train_batch_size": 4,
"trial_name": null,
"trial_params": null
}