2035 lines
54 KiB
JSON
2035 lines
54 KiB
JSON
|
{
|
||
|
|
"best_global_step": null,
|
||
|
|
"best_metric": null,
|
||
|
|
"best_model_checkpoint": null,
|
||
|
|
"epoch": 0.0653893938403191,
|
||
|
|
"eval_steps": 500,
|
||
|
|
"global_step": 1000,
|
||
|
|
"is_hyper_param_search": false,
|
||
|
|
"is_local_process_zero": true,
|
||
|
|
"is_world_process_zero": true,
|
||
|
|
"log_history": [
|
||
|
|
{
|
||
|
|
"entropy": 10.742113399505616,
|
||
|
|
"epoch": 0.0003269469692015955,
|
||
|
|
"grad_norm": 4.78125,
|
||
|
|
"learning_rate": 2e-06,
|
||
|
|
"loss": 10.776,
|
||
|
|
"mean_token_accuracy": 0.0,
|
||
|
|
"num_tokens": 10275.0,
|
||
|
|
"step": 5
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 10.742127990722656,
|
||
|
|
"epoch": 0.000653893938403191,
|
||
|
|
"grad_norm": 4.65625,
|
||
|
|
"learning_rate": 4.5e-06,
|
||
|
|
"loss": 10.7595,
|
||
|
|
"mean_token_accuracy": 0.0,
|
||
|
|
"num_tokens": 20293.0,
|
||
|
|
"step": 10
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 10.742136764526368,
|
||
|
|
"epoch": 0.0009808409076047864,
|
||
|
|
"grad_norm": 4.625,
|
||
|
|
"learning_rate": 7e-06,
|
||
|
|
"loss": 10.7523,
|
||
|
|
"mean_token_accuracy": 0.0,
|
||
|
|
"num_tokens": 30769.0,
|
||
|
|
"step": 15
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 10.742146301269532,
|
||
|
|
"epoch": 0.001307787876806382,
|
||
|
|
"grad_norm": 4.125,
|
||
|
|
"learning_rate": 9.5e-06,
|
||
|
|
"loss": 10.7225,
|
||
|
|
"mean_token_accuracy": 0.00012004801537841558,
|
||
|
|
"num_tokens": 41351.0,
|
||
|
|
"step": 20
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 10.742047691345215,
|
||
|
|
"epoch": 0.0016347348460079775,
|
||
|
|
"grad_norm": 4.46875,
|
||
|
|
"learning_rate": 1.2e-05,
|
||
|
|
"loss": 10.636,
|
||
|
|
"mean_token_accuracy": 0.0034249894786626102,
|
||
|
|
"num_tokens": 51137.0,
|
||
|
|
"step": 25
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 10.741790771484375,
|
||
|
|
"epoch": 0.001961681815209573,
|
||
|
|
"grad_norm": 3.453125,
|
||
|
|
"learning_rate": 1.4500000000000002e-05,
|
||
|
|
"loss": 10.5702,
|
||
|
|
"mean_token_accuracy": 0.02547865901142359,
|
||
|
|
"num_tokens": 61184.0,
|
||
|
|
"step": 30
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 10.740883350372314,
|
||
|
|
"epoch": 0.0022886287844111684,
|
||
|
|
"grad_norm": 3.25,
|
||
|
|
"learning_rate": 1.7000000000000003e-05,
|
||
|
|
"loss": 10.4596,
|
||
|
|
"mean_token_accuracy": 0.04042313378304243,
|
||
|
|
"num_tokens": 71499.0,
|
||
|
|
"step": 35
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 10.737741374969483,
|
||
|
|
"epoch": 0.002615575753612764,
|
||
|
|
"grad_norm": 2.578125,
|
||
|
|
"learning_rate": 1.95e-05,
|
||
|
|
"loss": 10.3621,
|
||
|
|
"mean_token_accuracy": 0.040610473789274695,
|
||
|
|
"num_tokens": 81761.0,
|
||
|
|
"step": 40
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 10.730296325683593,
|
||
|
|
"epoch": 0.0029425227228143595,
|
||
|
|
"grad_norm": 2.03125,
|
||
|
|
"learning_rate": 2.2e-05,
|
||
|
|
"loss": 10.3001,
|
||
|
|
"mean_token_accuracy": 0.04410006906837225,
|
||
|
|
"num_tokens": 93149.0,
|
||
|
|
"step": 45
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 10.71926326751709,
|
||
|
|
"epoch": 0.003269469692015955,
|
||
|
|
"grad_norm": 1.953125,
|
||
|
|
"learning_rate": 2.4500000000000003e-05,
|
||
|
|
"loss": 10.2165,
|
||
|
|
"mean_token_accuracy": 0.04155384935438633,
|
||
|
|
"num_tokens": 103201.0,
|
||
|
|
"step": 50
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 10.708568000793457,
|
||
|
|
"epoch": 0.0035964166612175506,
|
||
|
|
"grad_norm": 1.859375,
|
||
|
|
"learning_rate": 2.7e-05,
|
||
|
|
"loss": 10.1726,
|
||
|
|
"mean_token_accuracy": 0.04020474925637245,
|
||
|
|
"num_tokens": 114340.0,
|
||
|
|
"step": 55
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 10.701301193237304,
|
||
|
|
"epoch": 0.003923363630419146,
|
||
|
|
"grad_norm": 1.796875,
|
||
|
|
"learning_rate": 2.95e-05,
|
||
|
|
"loss": 10.1116,
|
||
|
|
"mean_token_accuracy": 0.04064096435904503,
|
||
|
|
"num_tokens": 125783.0,
|
||
|
|
"step": 60
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 10.697566413879395,
|
||
|
|
"epoch": 0.004250310599620741,
|
||
|
|
"grad_norm": 1.6796875,
|
||
|
|
"learning_rate": 3.2e-05,
|
||
|
|
"loss": 10.009,
|
||
|
|
"mean_token_accuracy": 0.045371340587735176,
|
||
|
|
"num_tokens": 135351.0,
|
||
|
|
"step": 65
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 10.687885189056397,
|
||
|
|
"epoch": 0.004577257568822337,
|
||
|
|
"grad_norm": 1.5234375,
|
||
|
|
"learning_rate": 3.4500000000000005e-05,
|
||
|
|
"loss": 10.0007,
|
||
|
|
"mean_token_accuracy": 0.04735755994915962,
|
||
|
|
"num_tokens": 146942.0,
|
||
|
|
"step": 70
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 10.67340784072876,
|
||
|
|
"epoch": 0.004904204538023932,
|
||
|
|
"grad_norm": 1.53125,
|
||
|
|
"learning_rate": 3.7e-05,
|
||
|
|
"loss": 9.9564,
|
||
|
|
"mean_token_accuracy": 0.04602020643651485,
|
||
|
|
"num_tokens": 157676.0,
|
||
|
|
"step": 75
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 10.66284465789795,
|
||
|
|
"epoch": 0.005231151507225528,
|
||
|
|
"grad_norm": 1.625,
|
||
|
|
"learning_rate": 3.95e-05,
|
||
|
|
"loss": 9.8556,
|
||
|
|
"mean_token_accuracy": 0.04378781914710998,
|
||
|
|
"num_tokens": 168608.0,
|
||
|
|
"step": 80
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 10.652789783477782,
|
||
|
|
"epoch": 0.0055580984764271235,
|
||
|
|
"grad_norm": 1.59375,
|
||
|
|
"learning_rate": 4.2000000000000004e-05,
|
||
|
|
"loss": 9.7935,
|
||
|
|
"mean_token_accuracy": 0.04510065279901028,
|
||
|
|
"num_tokens": 179268.0,
|
||
|
|
"step": 85
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 10.641815185546875,
|
||
|
|
"epoch": 0.005885045445628719,
|
||
|
|
"grad_norm": 1.3671875,
|
||
|
|
"learning_rate": 4.45e-05,
|
||
|
|
"loss": 9.7758,
|
||
|
|
"mean_token_accuracy": 0.04471180438995361,
|
||
|
|
"num_tokens": 189279.0,
|
||
|
|
"step": 90
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 10.630170726776123,
|
||
|
|
"epoch": 0.006211992414830315,
|
||
|
|
"grad_norm": 1.4375,
|
||
|
|
"learning_rate": 4.7000000000000004e-05,
|
||
|
|
"loss": 9.6597,
|
||
|
|
"mean_token_accuracy": 0.051299701631069186,
|
||
|
|
"num_tokens": 198791.0,
|
||
|
|
"step": 95
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 10.610001182556152,
|
||
|
|
"epoch": 0.00653893938403191,
|
||
|
|
"grad_norm": 1.59375,
|
||
|
|
"learning_rate": 4.9500000000000004e-05,
|
||
|
|
"loss": 9.6081,
|
||
|
|
"mean_token_accuracy": 0.05303466804325581,
|
||
|
|
"num_tokens": 208262.0,
|
||
|
|
"step": 100
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 10.579906845092774,
|
||
|
|
"epoch": 0.006865886353233506,
|
||
|
|
"grad_norm": 1.3828125,
|
||
|
|
"learning_rate": 5.2e-05,
|
||
|
|
"loss": 9.5352,
|
||
|
|
"mean_token_accuracy": 0.056127872318029404,
|
||
|
|
"num_tokens": 219359.0,
|
||
|
|
"step": 105
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 10.532975387573241,
|
||
|
|
"epoch": 0.007192833322435101,
|
||
|
|
"grad_norm": 1.3515625,
|
||
|
|
"learning_rate": 5.45e-05,
|
||
|
|
"loss": 9.3977,
|
||
|
|
"mean_token_accuracy": 0.058200102671980856,
|
||
|
|
"num_tokens": 229582.0,
|
||
|
|
"step": 110
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 10.477785778045654,
|
||
|
|
"epoch": 0.007519780291636697,
|
||
|
|
"grad_norm": 1.421875,
|
||
|
|
"learning_rate": 5.7e-05,
|
||
|
|
"loss": 9.3974,
|
||
|
|
"mean_token_accuracy": 0.05185054987668991,
|
||
|
|
"num_tokens": 239856.0,
|
||
|
|
"step": 115
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 10.430697154998779,
|
||
|
|
"epoch": 0.007846727260838291,
|
||
|
|
"grad_norm": 1.25,
|
||
|
|
"learning_rate": 5.9499999999999996e-05,
|
||
|
|
"loss": 9.2645,
|
||
|
|
"mean_token_accuracy": 0.05604934468865395,
|
||
|
|
"num_tokens": 249620.0,
|
||
|
|
"step": 120
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 10.360366725921631,
|
||
|
|
"epoch": 0.008173674230039887,
|
||
|
|
"grad_norm": 1.296875,
|
||
|
|
"learning_rate": 6.2e-05,
|
||
|
|
"loss": 9.2143,
|
||
|
|
"mean_token_accuracy": 0.056453173980116844,
|
||
|
|
"num_tokens": 260081.0,
|
||
|
|
"step": 125
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 10.311341571807862,
|
||
|
|
"epoch": 0.008500621199241483,
|
||
|
|
"grad_norm": 1.25,
|
||
|
|
"learning_rate": 6.450000000000001e-05,
|
||
|
|
"loss": 9.0411,
|
||
|
|
"mean_token_accuracy": 0.0628997091203928,
|
||
|
|
"num_tokens": 269889.0,
|
||
|
|
"step": 130
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 10.249684810638428,
|
||
|
|
"epoch": 0.008827568168443078,
|
||
|
|
"grad_norm": 1.1640625,
|
||
|
|
"learning_rate": 6.7e-05,
|
||
|
|
"loss": 9.0288,
|
||
|
|
"mean_token_accuracy": 0.05760575719177723,
|
||
|
|
"num_tokens": 279884.0,
|
||
|
|
"step": 135
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 10.16486234664917,
|
||
|
|
"epoch": 0.009154515137644674,
|
||
|
|
"grad_norm": 1.0859375,
|
||
|
|
"learning_rate": 6.950000000000001e-05,
|
||
|
|
"loss": 8.9747,
|
||
|
|
"mean_token_accuracy": 0.05335375927388668,
|
||
|
|
"num_tokens": 290532.0,
|
||
|
|
"step": 140
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 10.097373962402344,
|
||
|
|
"epoch": 0.00948146210684627,
|
||
|
|
"grad_norm": 1.09375,
|
||
|
|
"learning_rate": 7.2e-05,
|
||
|
|
"loss": 8.822,
|
||
|
|
"mean_token_accuracy": 0.0569435752928257,
|
||
|
|
"num_tokens": 300384.0,
|
||
|
|
"step": 145
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 9.977852058410644,
|
||
|
|
"epoch": 0.009808409076047865,
|
||
|
|
"grad_norm": 1.0390625,
|
||
|
|
"learning_rate": 7.45e-05,
|
||
|
|
"loss": 8.682,
|
||
|
|
"mean_token_accuracy": 0.059730267897248265,
|
||
|
|
"num_tokens": 310486.0,
|
||
|
|
"step": 150
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 9.833982563018798,
|
||
|
|
"epoch": 0.01013535604524946,
|
||
|
|
"grad_norm": 0.9296875,
|
||
|
|
"learning_rate": 7.7e-05,
|
||
|
|
"loss": 8.6837,
|
||
|
|
"mean_token_accuracy": 0.05625330694019794,
|
||
|
|
"num_tokens": 320405.0,
|
||
|
|
"step": 155
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 9.774449253082276,
|
||
|
|
"epoch": 0.010462303014451056,
|
||
|
|
"grad_norm": 0.8671875,
|
||
|
|
"learning_rate": 7.950000000000001e-05,
|
||
|
|
"loss": 8.6079,
|
||
|
|
"mean_token_accuracy": 0.05718303620815277,
|
||
|
|
"num_tokens": 331041.0,
|
||
|
|
"step": 160
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 9.63415584564209,
|
||
|
|
"epoch": 0.010789249983652651,
|
||
|
|
"grad_norm": 0.90234375,
|
||
|
|
"learning_rate": 8.2e-05,
|
||
|
|
"loss": 8.5797,
|
||
|
|
"mean_token_accuracy": 0.05304349213838577,
|
||
|
|
"num_tokens": 341014.0,
|
||
|
|
"step": 165
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 9.469839668273925,
|
||
|
|
"epoch": 0.011116196952854247,
|
||
|
|
"grad_norm": 0.90234375,
|
||
|
|
"learning_rate": 8.450000000000001e-05,
|
||
|
|
"loss": 8.5053,
|
||
|
|
"mean_token_accuracy": 0.056027017533779144,
|
||
|
|
"num_tokens": 352840.0,
|
||
|
|
"step": 170
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 9.372684097290039,
|
||
|
|
"epoch": 0.011443143922055843,
|
||
|
|
"grad_norm": 0.796875,
|
||
|
|
"learning_rate": 8.7e-05,
|
||
|
|
"loss": 8.4457,
|
||
|
|
"mean_token_accuracy": 0.05765199661254883,
|
||
|
|
"num_tokens": 362829.0,
|
||
|
|
"step": 175
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 9.20329122543335,
|
||
|
|
"epoch": 0.011770090891257438,
|
||
|
|
"grad_norm": 0.91796875,
|
||
|
|
"learning_rate": 8.95e-05,
|
||
|
|
"loss": 8.3589,
|
||
|
|
"mean_token_accuracy": 0.05721031129360199,
|
||
|
|
"num_tokens": 373330.0,
|
||
|
|
"step": 180
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 9.161731624603272,
|
||
|
|
"epoch": 0.012097037860459034,
|
||
|
|
"grad_norm": 0.87890625,
|
||
|
|
"learning_rate": 9.2e-05,
|
||
|
|
"loss": 8.3475,
|
||
|
|
"mean_token_accuracy": 0.0628576211631298,
|
||
|
|
"num_tokens": 383488.0,
|
||
|
|
"step": 185
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 9.003976440429687,
|
||
|
|
"epoch": 0.01242398482966063,
|
||
|
|
"grad_norm": 0.67578125,
|
||
|
|
"learning_rate": 9.45e-05,
|
||
|
|
"loss": 8.3301,
|
||
|
|
"mean_token_accuracy": 0.06189408227801323,
|
||
|
|
"num_tokens": 393936.0,
|
||
|
|
"step": 190
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 8.969250679016113,
|
||
|
|
"epoch": 0.012750931798862225,
|
||
|
|
"grad_norm": 0.91796875,
|
||
|
|
"learning_rate": 9.7e-05,
|
||
|
|
"loss": 8.4052,
|
||
|
|
"mean_token_accuracy": 0.05606413669884205,
|
||
|
|
"num_tokens": 404013.0,
|
||
|
|
"step": 195
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 8.889835643768311,
|
||
|
|
"epoch": 0.01307787876806382,
|
||
|
|
"grad_norm": 0.69921875,
|
||
|
|
"learning_rate": 9.95e-05,
|
||
|
|
"loss": 8.306,
|
||
|
|
"mean_token_accuracy": 0.06066743396222592,
|
||
|
|
"num_tokens": 414009.0,
|
||
|
|
"step": 200
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 8.863146209716797,
|
||
|
|
"epoch": 0.013404825737265416,
|
||
|
|
"grad_norm": 0.734375,
|
||
|
|
"learning_rate": 0.000102,
|
||
|
|
"loss": 8.3384,
|
||
|
|
"mean_token_accuracy": 0.061011272668838504,
|
||
|
|
"num_tokens": 424011.0,
|
||
|
|
"step": 205
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 8.82211093902588,
|
||
|
|
"epoch": 0.013731772706467011,
|
||
|
|
"grad_norm": 0.859375,
|
||
|
|
"learning_rate": 0.00010449999999999999,
|
||
|
|
"loss": 8.2994,
|
||
|
|
"mean_token_accuracy": 0.05930745899677277,
|
||
|
|
"num_tokens": 434985.0,
|
||
|
|
"step": 210
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 8.761214542388917,
|
||
|
|
"epoch": 0.014058719675668607,
|
||
|
|
"grad_norm": 0.87109375,
|
||
|
|
"learning_rate": 0.000107,
|
||
|
|
"loss": 8.3062,
|
||
|
|
"mean_token_accuracy": 0.05960893705487251,
|
||
|
|
"num_tokens": 446276.0,
|
||
|
|
"step": 215
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 8.744998741149903,
|
||
|
|
"epoch": 0.014385666644870202,
|
||
|
|
"grad_norm": 1.0859375,
|
||
|
|
"learning_rate": 0.0001095,
|
||
|
|
"loss": 8.2043,
|
||
|
|
"mean_token_accuracy": 0.0643354371190071,
|
||
|
|
"num_tokens": 455307.0,
|
||
|
|
"step": 220
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 8.685678005218506,
|
||
|
|
"epoch": 0.014712613614071798,
|
||
|
|
"grad_norm": 0.953125,
|
||
|
|
"learning_rate": 0.000112,
|
||
|
|
"loss": 8.292,
|
||
|
|
"mean_token_accuracy": 0.06164254136383533,
|
||
|
|
"num_tokens": 465253.0,
|
||
|
|
"step": 225
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 8.697282218933106,
|
||
|
|
"epoch": 0.015039560583273394,
|
||
|
|
"grad_norm": 0.83203125,
|
||
|
|
"learning_rate": 0.0001145,
|
||
|
|
"loss": 8.2881,
|
||
|
|
"mean_token_accuracy": 0.058608485758304595,
|
||
|
|
"num_tokens": 475588.0,
|
||
|
|
"step": 230
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 8.673004341125488,
|
||
|
|
"epoch": 0.015366507552474989,
|
||
|
|
"grad_norm": 0.93359375,
|
||
|
|
"learning_rate": 0.00011700000000000001,
|
||
|
|
"loss": 8.1716,
|
||
|
|
"mean_token_accuracy": 0.06607786752283573,
|
||
|
|
"num_tokens": 485356.0,
|
||
|
|
"step": 235
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 8.679743576049805,
|
||
|
|
"epoch": 0.015693454521676583,
|
||
|
|
"grad_norm": 0.90234375,
|
||
|
|
"learning_rate": 0.00011949999999999999,
|
||
|
|
"loss": 8.2042,
|
||
|
|
"mean_token_accuracy": 0.06503303684294223,
|
||
|
|
"num_tokens": 494798.0,
|
||
|
|
"step": 240
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 8.688579082489014,
|
||
|
|
"epoch": 0.01602040149087818,
|
||
|
|
"grad_norm": 0.78125,
|
||
|
|
"learning_rate": 0.000122,
|
||
|
|
"loss": 8.2481,
|
||
|
|
"mean_token_accuracy": 0.066758993268013,
|
||
|
|
"num_tokens": 504907.0,
|
||
|
|
"step": 245
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 8.61370620727539,
|
||
|
|
"epoch": 0.016347348460079774,
|
||
|
|
"grad_norm": 0.875,
|
||
|
|
"learning_rate": 0.0001245,
|
||
|
|
"loss": 8.27,
|
||
|
|
"mean_token_accuracy": 0.06372609883546829,
|
||
|
|
"num_tokens": 515219.0,
|
||
|
|
"step": 250
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 8.680877590179444,
|
||
|
|
"epoch": 0.01667429542928137,
|
||
|
|
"grad_norm": 0.953125,
|
||
|
|
"learning_rate": 0.000127,
|
||
|
|
"loss": 8.2037,
|
||
|
|
"mean_token_accuracy": 0.06568075716495514,
|
||
|
|
"num_tokens": 524467.0,
|
||
|
|
"step": 255
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 8.654908657073975,
|
||
|
|
"epoch": 0.017001242398482965,
|
||
|
|
"grad_norm": 0.9140625,
|
||
|
|
"learning_rate": 0.0001295,
|
||
|
|
"loss": 8.222,
|
||
|
|
"mean_token_accuracy": 0.06575659550726413,
|
||
|
|
"num_tokens": 533573.0,
|
||
|
|
"step": 260
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 8.531476593017578,
|
||
|
|
"epoch": 0.01732818936768456,
|
||
|
|
"grad_norm": 1.6171875,
|
||
|
|
"learning_rate": 0.000132,
|
||
|
|
"loss": 8.2469,
|
||
|
|
"mean_token_accuracy": 0.06724704653024674,
|
||
|
|
"num_tokens": 543373.0,
|
||
|
|
"step": 265
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 8.580636024475098,
|
||
|
|
"epoch": 0.017655136336886156,
|
||
|
|
"grad_norm": 0.88671875,
|
||
|
|
"learning_rate": 0.00013450000000000002,
|
||
|
|
"loss": 8.1985,
|
||
|
|
"mean_token_accuracy": 0.06407700963318348,
|
||
|
|
"num_tokens": 554398.0,
|
||
|
|
"step": 270
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 8.66346378326416,
|
||
|
|
"epoch": 0.017982083306087752,
|
||
|
|
"grad_norm": 0.9140625,
|
||
|
|
"learning_rate": 0.00013700000000000002,
|
||
|
|
"loss": 8.1736,
|
||
|
|
"mean_token_accuracy": 0.06911301650106907,
|
||
|
|
"num_tokens": 564362.0,
|
||
|
|
"step": 275
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 8.573775577545167,
|
||
|
|
"epoch": 0.018309030275289347,
|
||
|
|
"grad_norm": 0.796875,
|
||
|
|
"learning_rate": 0.0001395,
|
||
|
|
"loss": 8.2462,
|
||
|
|
"mean_token_accuracy": 0.06476497501134873,
|
||
|
|
"num_tokens": 575658.0,
|
||
|
|
"step": 280
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 8.612453079223632,
|
||
|
|
"epoch": 0.018635977244490943,
|
||
|
|
"grad_norm": 0.984375,
|
||
|
|
"learning_rate": 0.00014199999999999998,
|
||
|
|
"loss": 8.2019,
|
||
|
|
"mean_token_accuracy": 0.0694070715457201,
|
||
|
|
"num_tokens": 585744.0,
|
||
|
|
"step": 285
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 8.532073974609375,
|
||
|
|
"epoch": 0.01896292421369254,
|
||
|
|
"grad_norm": 0.8125,
|
||
|
|
"learning_rate": 0.0001445,
|
||
|
|
"loss": 8.1013,
|
||
|
|
"mean_token_accuracy": 0.06488311924040317,
|
||
|
|
"num_tokens": 595435.0,
|
||
|
|
"step": 290
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 8.593374729156494,
|
||
|
|
"epoch": 0.019289871182894134,
|
||
|
|
"grad_norm": 0.94140625,
|
||
|
|
"learning_rate": 0.000147,
|
||
|
|
"loss": 8.1323,
|
||
|
|
"mean_token_accuracy": 0.06929427571594715,
|
||
|
|
"num_tokens": 605374.0,
|
||
|
|
"step": 295
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 8.474758338928222,
|
||
|
|
"epoch": 0.01961681815209573,
|
||
|
|
"grad_norm": 0.95703125,
|
||
|
|
"learning_rate": 0.0001495,
|
||
|
|
"loss": 8.2146,
|
||
|
|
"mean_token_accuracy": 0.06380412466824055,
|
||
|
|
"num_tokens": 616418.0,
|
||
|
|
"step": 300
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 8.502184677124024,
|
||
|
|
"epoch": 0.019943765121297325,
|
||
|
|
"grad_norm": 1.1015625,
|
||
|
|
"learning_rate": 0.000152,
|
||
|
|
"loss": 8.1067,
|
||
|
|
"mean_token_accuracy": 0.07269482649862766,
|
||
|
|
"num_tokens": 625857.0,
|
||
|
|
"step": 305
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 8.525908470153809,
|
||
|
|
"epoch": 0.02027071209049892,
|
||
|
|
"grad_norm": 0.81640625,
|
||
|
|
"learning_rate": 0.00015450000000000001,
|
||
|
|
"loss": 8.1735,
|
||
|
|
"mean_token_accuracy": 0.07054477296769619,
|
||
|
|
"num_tokens": 636469.0,
|
||
|
|
"step": 310
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 8.518884563446045,
|
||
|
|
"epoch": 0.020597659059700516,
|
||
|
|
"grad_norm": 0.890625,
|
||
|
|
"learning_rate": 0.000157,
|
||
|
|
"loss": 8.1442,
|
||
|
|
"mean_token_accuracy": 0.06903811804950237,
|
||
|
|
"num_tokens": 648105.0,
|
||
|
|
"step": 315
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 8.525949001312256,
|
||
|
|
"epoch": 0.02092460602890211,
|
||
|
|
"grad_norm": 0.8984375,
|
||
|
|
"learning_rate": 0.0001595,
|
||
|
|
"loss": 8.0683,
|
||
|
|
"mean_token_accuracy": 0.07465084679424763,
|
||
|
|
"num_tokens": 657214.0,
|
||
|
|
"step": 320
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 8.480726528167725,
|
||
|
|
"epoch": 0.021251552998103707,
|
||
|
|
"grad_norm": 0.88671875,
|
||
|
|
"learning_rate": 0.000162,
|
||
|
|
"loss": 8.1398,
|
||
|
|
"mean_token_accuracy": 0.06769934073090553,
|
||
|
|
"num_tokens": 667228.0,
|
||
|
|
"step": 325
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 8.504579067230225,
|
||
|
|
"epoch": 0.021578499967305303,
|
||
|
|
"grad_norm": 0.90234375,
|
||
|
|
"learning_rate": 0.00016450000000000001,
|
||
|
|
"loss": 8.0862,
|
||
|
|
"mean_token_accuracy": 0.07170318402349948,
|
||
|
|
"num_tokens": 677412.0,
|
||
|
|
"step": 330
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 8.48094425201416,
|
||
|
|
"epoch": 0.0219054469365069,
|
||
|
|
"grad_norm": 0.91796875,
|
||
|
|
"learning_rate": 0.00016700000000000002,
|
||
|
|
"loss": 8.0583,
|
||
|
|
"mean_token_accuracy": 0.07172369435429574,
|
||
|
|
"num_tokens": 687893.0,
|
||
|
|
"step": 335
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 8.471054744720458,
|
||
|
|
"epoch": 0.022232393905708494,
|
||
|
|
"grad_norm": 0.91015625,
|
||
|
|
"learning_rate": 0.00016950000000000003,
|
||
|
|
"loss": 8.1798,
|
||
|
|
"mean_token_accuracy": 0.06923119835555554,
|
||
|
|
"num_tokens": 698497.0,
|
||
|
|
"step": 340
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 8.496150588989257,
|
||
|
|
"epoch": 0.02255934087491009,
|
||
|
|
"grad_norm": 1.03125,
|
||
|
|
"learning_rate": 0.00017199999999999998,
|
||
|
|
"loss": 8.063,
|
||
|
|
"mean_token_accuracy": 0.07196387574076653,
|
||
|
|
"num_tokens": 708593.0,
|
||
|
|
"step": 345
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 8.432998275756836,
|
||
|
|
"epoch": 0.022886287844111685,
|
||
|
|
"grad_norm": 0.93359375,
|
||
|
|
"learning_rate": 0.00017449999999999999,
|
||
|
|
"loss": 8.0788,
|
||
|
|
"mean_token_accuracy": 0.07477995418012143,
|
||
|
|
"num_tokens": 719781.0,
|
||
|
|
"step": 350
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 8.490119457244873,
|
||
|
|
"epoch": 0.02321323481331328,
|
||
|
|
"grad_norm": 0.875,
|
||
|
|
"learning_rate": 0.000177,
|
||
|
|
"loss": 8.088,
|
||
|
|
"mean_token_accuracy": 0.0711702361702919,
|
||
|
|
"num_tokens": 729946.0,
|
||
|
|
"step": 355
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 8.486604785919189,
|
||
|
|
"epoch": 0.023540181782514876,
|
||
|
|
"grad_norm": 0.87890625,
|
||
|
|
"learning_rate": 0.0001795,
|
||
|
|
"loss": 8.0756,
|
||
|
|
"mean_token_accuracy": 0.07159654907882214,
|
||
|
|
"num_tokens": 740542.0,
|
||
|
|
"step": 360
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 8.415905952453613,
|
||
|
|
"epoch": 0.02386712875171647,
|
||
|
|
"grad_norm": 1.3203125,
|
||
|
|
"learning_rate": 0.000182,
|
||
|
|
"loss": 7.9728,
|
||
|
|
"mean_token_accuracy": 0.08065467663109302,
|
||
|
|
"num_tokens": 750387.0,
|
||
|
|
"step": 365
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 8.41865062713623,
|
||
|
|
"epoch": 0.024194075720918067,
|
||
|
|
"grad_norm": 0.9375,
|
||
|
|
"learning_rate": 0.0001845,
|
||
|
|
"loss": 8.0256,
|
||
|
|
"mean_token_accuracy": 0.07667291313409805,
|
||
|
|
"num_tokens": 759708.0,
|
||
|
|
"step": 370
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 8.375955581665039,
|
||
|
|
"epoch": 0.024521022690119663,
|
||
|
|
"grad_norm": 1.0078125,
|
||
|
|
"learning_rate": 0.000187,
|
||
|
|
"loss": 7.9862,
|
||
|
|
"mean_token_accuracy": 0.07728637531399726,
|
||
|
|
"num_tokens": 770655.0,
|
||
|
|
"step": 375
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 8.447672843933105,
|
||
|
|
"epoch": 0.02484796965932126,
|
||
|
|
"grad_norm": 1.1640625,
|
||
|
|
"learning_rate": 0.0001895,
|
||
|
|
"loss": 8.0944,
|
||
|
|
"mean_token_accuracy": 0.07428529076278209,
|
||
|
|
"num_tokens": 780263.0,
|
||
|
|
"step": 380
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 8.440955066680909,
|
||
|
|
"epoch": 0.025174916628522854,
|
||
|
|
"grad_norm": 0.859375,
|
||
|
|
"learning_rate": 0.000192,
|
||
|
|
"loss": 7.9377,
|
||
|
|
"mean_token_accuracy": 0.08051865920424461,
|
||
|
|
"num_tokens": 789667.0,
|
||
|
|
"step": 385
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 8.339350986480714,
|
||
|
|
"epoch": 0.02550186359772445,
|
||
|
|
"grad_norm": 0.96484375,
|
||
|
|
"learning_rate": 0.0001945,
|
||
|
|
"loss": 7.9736,
|
||
|
|
"mean_token_accuracy": 0.07487879581749439,
|
||
|
|
"num_tokens": 800099.0,
|
||
|
|
"step": 390
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 8.333793830871581,
|
||
|
|
"epoch": 0.025828810566926045,
|
||
|
|
"grad_norm": 1.1875,
|
||
|
|
"learning_rate": 0.00019700000000000002,
|
||
|
|
"loss": 7.9658,
|
||
|
|
"mean_token_accuracy": 0.08434236496686935,
|
||
|
|
"num_tokens": 809347.0,
|
||
|
|
"step": 395
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 8.389479732513427,
|
||
|
|
"epoch": 0.02615575753612764,
|
||
|
|
"grad_norm": 1.0234375,
|
||
|
|
"learning_rate": 0.00019950000000000002,
|
||
|
|
"loss": 7.9885,
|
||
|
|
"mean_token_accuracy": 0.07460427135229111,
|
||
|
|
"num_tokens": 819721.0,
|
||
|
|
"step": 400
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 8.356211471557618,
|
||
|
|
"epoch": 0.026482704505329236,
|
||
|
|
"grad_norm": 1.1328125,
|
||
|
|
"learning_rate": 0.000202,
|
||
|
|
"loss": 7.92,
|
||
|
|
"mean_token_accuracy": 0.07878225892782212,
|
||
|
|
"num_tokens": 830278.0,
|
||
|
|
"step": 405
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 8.31589298248291,
|
||
|
|
"epoch": 0.02680965147453083,
|
||
|
|
"grad_norm": 1.09375,
|
||
|
|
"learning_rate": 0.00020449999999999998,
|
||
|
|
"loss": 7.9775,
|
||
|
|
"mean_token_accuracy": 0.07939173206686974,
|
||
|
|
"num_tokens": 839760.0,
|
||
|
|
"step": 410
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 8.388703918457031,
|
||
|
|
"epoch": 0.027136598443732427,
|
||
|
|
"grad_norm": 0.859375,
|
||
|
|
"learning_rate": 0.000207,
|
||
|
|
"loss": 7.9903,
|
||
|
|
"mean_token_accuracy": 0.07688882425427437,
|
||
|
|
"num_tokens": 850778.0,
|
||
|
|
"step": 415
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 8.303010845184327,
|
||
|
|
"epoch": 0.027463545412934023,
|
||
|
|
"grad_norm": 1.125,
|
||
|
|
"learning_rate": 0.0002095,
|
||
|
|
"loss": 7.9098,
|
||
|
|
"mean_token_accuracy": 0.080412358045578,
|
||
|
|
"num_tokens": 860419.0,
|
||
|
|
"step": 420
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 8.438417148590087,
|
||
|
|
"epoch": 0.027790492382135618,
|
||
|
|
"grad_norm": 1.0546875,
|
||
|
|
"learning_rate": 0.000212,
|
||
|
|
"loss": 8.0202,
|
||
|
|
"mean_token_accuracy": 0.08035937286913394,
|
||
|
|
"num_tokens": 869939.0,
|
||
|
|
"step": 425
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 8.34555139541626,
|
||
|
|
"epoch": 0.028117439351337214,
|
||
|
|
"grad_norm": 0.9375,
|
||
|
|
"learning_rate": 0.0002145,
|
||
|
|
"loss": 7.9552,
|
||
|
|
"mean_token_accuracy": 0.07891882248222828,
|
||
|
|
"num_tokens": 880331.0,
|
||
|
|
"step": 430
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 8.413178730010987,
|
||
|
|
"epoch": 0.02844438632053881,
|
||
|
|
"grad_norm": 1.15625,
|
||
|
|
"learning_rate": 0.00021700000000000002,
|
||
|
|
"loss": 8.032,
|
||
|
|
"mean_token_accuracy": 0.07255076095461846,
|
||
|
|
"num_tokens": 891342.0,
|
||
|
|
"step": 435
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 8.292833995819091,
|
||
|
|
"epoch": 0.028771333289740405,
|
||
|
|
"grad_norm": 0.984375,
|
||
|
|
"learning_rate": 0.0002195,
|
||
|
|
"loss": 7.9823,
|
||
|
|
"mean_token_accuracy": 0.07935103215277195,
|
||
|
|
"num_tokens": 902253.0,
|
||
|
|
"step": 440
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 8.271970176696778,
|
||
|
|
"epoch": 0.029098280258942,
|
||
|
|
"grad_norm": 1.015625,
|
||
|
|
"learning_rate": 0.000222,
|
||
|
|
"loss": 7.9096,
|
||
|
|
"mean_token_accuracy": 0.07985292673110962,
|
||
|
|
"num_tokens": 913086.0,
|
||
|
|
"step": 445
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 8.302376174926758,
|
||
|
|
"epoch": 0.029425227228143596,
|
||
|
|
"grad_norm": 1.0234375,
|
||
|
|
"learning_rate": 0.0002245,
|
||
|
|
"loss": 7.9366,
|
||
|
|
"mean_token_accuracy": 0.08083747625350952,
|
||
|
|
"num_tokens": 925082.0,
|
||
|
|
"step": 450
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 8.271292591094971,
|
||
|
|
"epoch": 0.02975217419734519,
|
||
|
|
"grad_norm": 1.015625,
|
||
|
|
"learning_rate": 0.00022700000000000002,
|
||
|
|
"loss": 7.9089,
|
||
|
|
"mean_token_accuracy": 0.07454345673322678,
|
||
|
|
"num_tokens": 933955.0,
|
||
|
|
"step": 455
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 8.287126731872558,
|
||
|
|
"epoch": 0.030079121166546787,
|
||
|
|
"grad_norm": 0.94921875,
|
||
|
|
"learning_rate": 0.00022950000000000002,
|
||
|
|
"loss": 7.8699,
|
||
|
|
"mean_token_accuracy": 0.07939782850444317,
|
||
|
|
"num_tokens": 943951.0,
|
||
|
|
"step": 460
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 8.33047170639038,
|
||
|
|
"epoch": 0.030406068135748383,
|
||
|
|
"grad_norm": 0.9296875,
|
||
|
|
"learning_rate": 0.00023200000000000003,
|
||
|
|
"loss": 7.8629,
|
||
|
|
"mean_token_accuracy": 0.081587253510952,
|
||
|
|
"num_tokens": 955297.0,
|
||
|
|
"step": 465
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 8.157269191741943,
|
||
|
|
"epoch": 0.030733015104949978,
|
||
|
|
"grad_norm": 0.88671875,
|
||
|
|
"learning_rate": 0.00023449999999999998,
|
||
|
|
"loss": 7.9056,
|
||
|
|
"mean_token_accuracy": 0.08038199990987778,
|
||
|
|
"num_tokens": 967012.0,
|
||
|
|
"step": 470
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 8.305221843719483,
|
||
|
|
"epoch": 0.031059962074151574,
|
||
|
|
"grad_norm": 0.90234375,
|
||
|
|
"learning_rate": 0.000237,
|
||
|
|
"loss": 7.8177,
|
||
|
|
"mean_token_accuracy": 0.08144455999135972,
|
||
|
|
"num_tokens": 977956.0,
|
||
|
|
"step": 475
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 8.184438991546632,
|
||
|
|
"epoch": 0.031386909043353166,
|
||
|
|
"grad_norm": 1.046875,
|
||
|
|
"learning_rate": 0.0002395,
|
||
|
|
"loss": 7.8361,
|
||
|
|
"mean_token_accuracy": 0.08141265660524369,
|
||
|
|
"num_tokens": 987270.0,
|
||
|
|
"step": 480
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 8.198512172698974,
|
||
|
|
"epoch": 0.03171385601255476,
|
||
|
|
"grad_norm": 0.9453125,
|
||
|
|
"learning_rate": 0.000242,
|
||
|
|
"loss": 7.824,
|
||
|
|
"mean_token_accuracy": 0.08384960517287254,
|
||
|
|
"num_tokens": 998010.0,
|
||
|
|
"step": 485
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 8.246695518493652,
|
||
|
|
"epoch": 0.03204080298175636,
|
||
|
|
"grad_norm": 1.09375,
|
||
|
|
"learning_rate": 0.0002445,
|
||
|
|
"loss": 7.86,
|
||
|
|
"mean_token_accuracy": 0.09095575362443924,
|
||
|
|
"num_tokens": 1008173.0,
|
||
|
|
"step": 490
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 8.233383846282958,
|
||
|
|
"epoch": 0.03236774995095795,
|
||
|
|
"grad_norm": 1.0703125,
|
||
|
|
"learning_rate": 0.000247,
|
||
|
|
"loss": 7.8713,
|
||
|
|
"mean_token_accuracy": 0.08157122023403644,
|
||
|
|
"num_tokens": 1019037.0,
|
||
|
|
"step": 495
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 8.247837829589844,
|
||
|
|
"epoch": 0.03269469692015955,
|
||
|
|
"grad_norm": 1.140625,
|
||
|
|
"learning_rate": 0.0002495,
|
||
|
|
"loss": 7.8742,
|
||
|
|
"mean_token_accuracy": 0.08232737332582474,
|
||
|
|
"num_tokens": 1028822.0,
|
||
|
|
"step": 500
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 8.173187160491944,
|
||
|
|
"epoch": 0.033021643889361144,
|
||
|
|
"grad_norm": 1.109375,
|
||
|
|
"learning_rate": 0.000252,
|
||
|
|
"loss": 7.7428,
|
||
|
|
"mean_token_accuracy": 0.08822857066988946,
|
||
|
|
"num_tokens": 1038749.0,
|
||
|
|
"step": 505
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 8.270493030548096,
|
||
|
|
"epoch": 0.03334859085856274,
|
||
|
|
"grad_norm": 0.921875,
|
||
|
|
"learning_rate": 0.0002545,
|
||
|
|
"loss": 7.8827,
|
||
|
|
"mean_token_accuracy": 0.07765771076083183,
|
||
|
|
"num_tokens": 1049087.0,
|
||
|
|
"step": 510
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 8.135348224639893,
|
||
|
|
"epoch": 0.033675537827764335,
|
||
|
|
"grad_norm": 0.92578125,
|
||
|
|
"learning_rate": 0.000257,
|
||
|
|
"loss": 7.7678,
|
||
|
|
"mean_token_accuracy": 0.08465715497732162,
|
||
|
|
"num_tokens": 1060711.0,
|
||
|
|
"step": 515
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 8.170577144622802,
|
||
|
|
"epoch": 0.03400248479696593,
|
||
|
|
"grad_norm": 1.0859375,
|
||
|
|
"learning_rate": 0.0002595,
|
||
|
|
"loss": 7.855,
|
||
|
|
"mean_token_accuracy": 0.08124198243021966,
|
||
|
|
"num_tokens": 1070643.0,
|
||
|
|
"step": 520
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 8.271326732635497,
|
||
|
|
"epoch": 0.034329431766167526,
|
||
|
|
"grad_norm": 1.1015625,
|
||
|
|
"learning_rate": 0.000262,
|
||
|
|
"loss": 7.8145,
|
||
|
|
"mean_token_accuracy": 0.08234022073447704,
|
||
|
|
"num_tokens": 1080970.0,
|
||
|
|
"step": 525
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 8.16833953857422,
|
||
|
|
"epoch": 0.03465637873536912,
|
||
|
|
"grad_norm": 1.0546875,
|
||
|
|
"learning_rate": 0.00026450000000000003,
|
||
|
|
"loss": 7.7443,
|
||
|
|
"mean_token_accuracy": 0.08425415754318237,
|
||
|
|
"num_tokens": 1090833.0,
|
||
|
|
"step": 530
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 8.179855918884277,
|
||
|
|
"epoch": 0.03498332570457072,
|
||
|
|
"grad_norm": 1.0703125,
|
||
|
|
"learning_rate": 0.00026700000000000004,
|
||
|
|
"loss": 7.8173,
|
||
|
|
"mean_token_accuracy": 0.08293091841042041,
|
||
|
|
"num_tokens": 1100160.0,
|
||
|
|
"step": 535
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 8.109969568252563,
|
||
|
|
"epoch": 0.03531027267377231,
|
||
|
|
"grad_norm": 1.0625,
|
||
|
|
"learning_rate": 0.00026950000000000005,
|
||
|
|
"loss": 7.7834,
|
||
|
|
"mean_token_accuracy": 0.08286757096648216,
|
||
|
|
"num_tokens": 1110846.0,
|
||
|
|
"step": 540
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 8.109409475326538,
|
||
|
|
"epoch": 0.03563721964297391,
|
||
|
|
"grad_norm": 0.98828125,
|
||
|
|
"learning_rate": 0.00027200000000000005,
|
||
|
|
"loss": 7.685,
|
||
|
|
"mean_token_accuracy": 0.0879479818046093,
|
||
|
|
"num_tokens": 1119529.0,
|
||
|
|
"step": 545
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 8.154296016693115,
|
||
|
|
"epoch": 0.035964166612175504,
|
||
|
|
"grad_norm": 0.9765625,
|
||
|
|
"learning_rate": 0.0002745,
|
||
|
|
"loss": 7.757,
|
||
|
|
"mean_token_accuracy": 0.0852863110601902,
|
||
|
|
"num_tokens": 1129798.0,
|
||
|
|
"step": 550
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 8.109227848052978,
|
||
|
|
"epoch": 0.0362911135813771,
|
||
|
|
"grad_norm": 0.9140625,
|
||
|
|
"learning_rate": 0.000277,
|
||
|
|
"loss": 7.7885,
|
||
|
|
"mean_token_accuracy": 0.08763574361801148,
|
||
|
|
"num_tokens": 1141689.0,
|
||
|
|
"step": 555
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 8.144587326049805,
|
||
|
|
"epoch": 0.036618060550578695,
|
||
|
|
"grad_norm": 1.046875,
|
||
|
|
"learning_rate": 0.0002795,
|
||
|
|
"loss": 7.7427,
|
||
|
|
"mean_token_accuracy": 0.08682122454047203,
|
||
|
|
"num_tokens": 1152522.0,
|
||
|
|
"step": 560
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 8.103516864776612,
|
||
|
|
"epoch": 0.03694500751978029,
|
||
|
|
"grad_norm": 1.046875,
|
||
|
|
"learning_rate": 0.00028199999999999997,
|
||
|
|
"loss": 7.717,
|
||
|
|
"mean_token_accuracy": 0.08920524194836617,
|
||
|
|
"num_tokens": 1163135.0,
|
||
|
|
"step": 565
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 8.070560359954834,
|
||
|
|
"epoch": 0.037271954488981886,
|
||
|
|
"grad_norm": 1.0390625,
|
||
|
|
"learning_rate": 0.0002845,
|
||
|
|
"loss": 7.6697,
|
||
|
|
"mean_token_accuracy": 0.09047451019287109,
|
||
|
|
"num_tokens": 1172866.0,
|
||
|
|
"step": 570
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 8.063013648986816,
|
||
|
|
"epoch": 0.03759890145818348,
|
||
|
|
"grad_norm": 1.0546875,
|
||
|
|
"learning_rate": 0.000287,
|
||
|
|
"loss": 7.745,
|
||
|
|
"mean_token_accuracy": 0.08657962679862977,
|
||
|
|
"num_tokens": 1182924.0,
|
||
|
|
"step": 575
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 8.056052541732788,
|
||
|
|
"epoch": 0.03792584842738508,
|
||
|
|
"grad_norm": 0.93359375,
|
||
|
|
"learning_rate": 0.0002895,
|
||
|
|
"loss": 7.7485,
|
||
|
|
"mean_token_accuracy": 0.0842316836118698,
|
||
|
|
"num_tokens": 1194036.0,
|
||
|
|
"step": 580
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 8.069906187057494,
|
||
|
|
"epoch": 0.03825279539658667,
|
||
|
|
"grad_norm": 1.1328125,
|
||
|
|
"learning_rate": 0.000292,
|
||
|
|
"loss": 7.6946,
|
||
|
|
"mean_token_accuracy": 0.0934490866959095,
|
||
|
|
"num_tokens": 1205162.0,
|
||
|
|
"step": 585
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 8.092452239990234,
|
||
|
|
"epoch": 0.03857974236578827,
|
||
|
|
"grad_norm": 1.078125,
|
||
|
|
"learning_rate": 0.0002945,
|
||
|
|
"loss": 7.7078,
|
||
|
|
"mean_token_accuracy": 0.08852062448859215,
|
||
|
|
"num_tokens": 1214953.0,
|
||
|
|
"step": 590
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 8.008755350112915,
|
||
|
|
"epoch": 0.038906689334989863,
|
||
|
|
"grad_norm": 0.96484375,
|
||
|
|
"learning_rate": 0.000297,
|
||
|
|
"loss": 7.7271,
|
||
|
|
"mean_token_accuracy": 0.08698445111513138,
|
||
|
|
"num_tokens": 1225745.0,
|
||
|
|
"step": 595
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 8.161905765533447,
|
||
|
|
"epoch": 0.03923363630419146,
|
||
|
|
"grad_norm": 0.92578125,
|
||
|
|
"learning_rate": 0.0002995,
|
||
|
|
"loss": 7.7125,
|
||
|
|
"mean_token_accuracy": 0.08865412771701812,
|
||
|
|
"num_tokens": 1236076.0,
|
||
|
|
"step": 600
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 7.991028499603272,
|
||
|
|
"epoch": 0.039560583273393055,
|
||
|
|
"grad_norm": 1.0234375,
|
||
|
|
"learning_rate": 0.000302,
|
||
|
|
"loss": 7.7014,
|
||
|
|
"mean_token_accuracy": 0.08888744562864304,
|
||
|
|
"num_tokens": 1245843.0,
|
||
|
|
"step": 605
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 8.065514373779298,
|
||
|
|
"epoch": 0.03988753024259465,
|
||
|
|
"grad_norm": 1.109375,
|
||
|
|
"learning_rate": 0.0003045,
|
||
|
|
"loss": 7.714,
|
||
|
|
"mean_token_accuracy": 0.08649160899221897,
|
||
|
|
"num_tokens": 1255723.0,
|
||
|
|
"step": 610
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 8.174874591827393,
|
||
|
|
"epoch": 0.040214477211796246,
|
||
|
|
"grad_norm": 1.0546875,
|
||
|
|
"learning_rate": 0.000307,
|
||
|
|
"loss": 7.6046,
|
||
|
|
"mean_token_accuracy": 0.09897364154458047,
|
||
|
|
"num_tokens": 1265289.0,
|
||
|
|
"step": 615
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 7.849688863754272,
|
||
|
|
"epoch": 0.04054142418099784,
|
||
|
|
"grad_norm": 1.1953125,
|
||
|
|
"learning_rate": 0.0003095,
|
||
|
|
"loss": 7.7132,
|
||
|
|
"mean_token_accuracy": 0.09138823449611663,
|
||
|
|
"num_tokens": 1275495.0,
|
||
|
|
"step": 620
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 8.07530312538147,
|
||
|
|
"epoch": 0.04086837115019944,
|
||
|
|
"grad_norm": 1.25,
|
||
|
|
"learning_rate": 0.000312,
|
||
|
|
"loss": 7.711,
|
||
|
|
"mean_token_accuracy": 0.08681774735450745,
|
||
|
|
"num_tokens": 1286473.0,
|
||
|
|
"step": 625
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 8.080075311660767,
|
||
|
|
"epoch": 0.04119531811940103,
|
||
|
|
"grad_norm": 1.015625,
|
||
|
|
"learning_rate": 0.0003145,
|
||
|
|
"loss": 7.6718,
|
||
|
|
"mean_token_accuracy": 0.0849516399204731,
|
||
|
|
"num_tokens": 1296460.0,
|
||
|
|
"step": 630
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 8.104103088378906,
|
||
|
|
"epoch": 0.04152226508860263,
|
||
|
|
"grad_norm": 1.078125,
|
||
|
|
"learning_rate": 0.000317,
|
||
|
|
"loss": 7.6993,
|
||
|
|
"mean_token_accuracy": 0.08389882594347,
|
||
|
|
"num_tokens": 1306497.0,
|
||
|
|
"step": 635
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 7.975687408447266,
|
||
|
|
"epoch": 0.04184921205780422,
|
||
|
|
"grad_norm": 0.984375,
|
||
|
|
"learning_rate": 0.0003195,
|
||
|
|
"loss": 7.6485,
|
||
|
|
"mean_token_accuracy": 0.09450172930955887,
|
||
|
|
"num_tokens": 1318420.0,
|
||
|
|
"step": 640
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 7.9988954067230225,
|
||
|
|
"epoch": 0.04217615902700582,
|
||
|
|
"grad_norm": 1.1640625,
|
||
|
|
"learning_rate": 0.000322,
|
||
|
|
"loss": 7.6429,
|
||
|
|
"mean_token_accuracy": 0.08192968890070915,
|
||
|
|
"num_tokens": 1327612.0,
|
||
|
|
"step": 645
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 7.94122314453125,
|
||
|
|
"epoch": 0.042503105996207415,
|
||
|
|
"grad_norm": 1.0234375,
|
||
|
|
"learning_rate": 0.00032450000000000003,
|
||
|
|
"loss": 7.5709,
|
||
|
|
"mean_token_accuracy": 0.09098407700657844,
|
||
|
|
"num_tokens": 1337450.0,
|
||
|
|
"step": 650
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 7.95971908569336,
|
||
|
|
"epoch": 0.04283005296540901,
|
||
|
|
"grad_norm": 1.1015625,
|
||
|
|
"learning_rate": 0.00032700000000000003,
|
||
|
|
"loss": 7.6652,
|
||
|
|
"mean_token_accuracy": 0.08624772727489471,
|
||
|
|
"num_tokens": 1347953.0,
|
||
|
|
"step": 655
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 7.912782192230225,
|
||
|
|
"epoch": 0.043156999934610606,
|
||
|
|
"grad_norm": 1.0625,
|
||
|
|
"learning_rate": 0.00032950000000000004,
|
||
|
|
"loss": 7.5909,
|
||
|
|
"mean_token_accuracy": 0.08983312919735909,
|
||
|
|
"num_tokens": 1358009.0,
|
||
|
|
"step": 660
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 8.027462434768676,
|
||
|
|
"epoch": 0.0434839469038122,
|
||
|
|
"grad_norm": 0.9140625,
|
||
|
|
"learning_rate": 0.00033200000000000005,
|
||
|
|
"loss": 7.6471,
|
||
|
|
"mean_token_accuracy": 0.08675070479512215,
|
||
|
|
"num_tokens": 1367725.0,
|
||
|
|
"step": 665
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 7.954972267150879,
|
||
|
|
"epoch": 0.0438108938730138,
|
||
|
|
"grad_norm": 0.94140625,
|
||
|
|
"learning_rate": 0.00033450000000000005,
|
||
|
|
"loss": 7.7181,
|
||
|
|
"mean_token_accuracy": 0.0875462144613266,
|
||
|
|
"num_tokens": 1379334.0,
|
||
|
|
"step": 670
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 7.962738800048828,
|
||
|
|
"epoch": 0.04413784084221539,
|
||
|
|
"grad_norm": 1.1875,
|
||
|
|
"learning_rate": 0.000337,
|
||
|
|
"loss": 7.6282,
|
||
|
|
"mean_token_accuracy": 0.09448311552405357,
|
||
|
|
"num_tokens": 1389991.0,
|
||
|
|
"step": 675
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 7.954906797409057,
|
||
|
|
"epoch": 0.04446478781141699,
|
||
|
|
"grad_norm": 1.09375,
|
||
|
|
"learning_rate": 0.0003395,
|
||
|
|
"loss": 7.5957,
|
||
|
|
"mean_token_accuracy": 0.08683520555496216,
|
||
|
|
"num_tokens": 1400797.0,
|
||
|
|
"step": 680
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 7.937600803375244,
|
||
|
|
"epoch": 0.04479173478061858,
|
||
|
|
"grad_norm": 1.140625,
|
||
|
|
"learning_rate": 0.000342,
|
||
|
|
"loss": 7.6082,
|
||
|
|
"mean_token_accuracy": 0.09097633212804794,
|
||
|
|
"num_tokens": 1411805.0,
|
||
|
|
"step": 685
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 7.955043363571167,
|
||
|
|
"epoch": 0.04511868174982018,
|
||
|
|
"grad_norm": 1.0703125,
|
||
|
|
"learning_rate": 0.00034449999999999997,
|
||
|
|
"loss": 7.5461,
|
||
|
|
"mean_token_accuracy": 0.09095973521471024,
|
||
|
|
"num_tokens": 1421539.0,
|
||
|
|
"step": 690
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 7.900257730484009,
|
||
|
|
"epoch": 0.045445628719021774,
|
||
|
|
"grad_norm": 1.125,
|
||
|
|
"learning_rate": 0.000347,
|
||
|
|
"loss": 7.5068,
|
||
|
|
"mean_token_accuracy": 0.09854376316070557,
|
||
|
|
"num_tokens": 1432136.0,
|
||
|
|
"step": 695
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 7.864266300201416,
|
||
|
|
"epoch": 0.04577257568822337,
|
||
|
|
"grad_norm": 1.0,
|
||
|
|
"learning_rate": 0.0003495,
|
||
|
|
"loss": 7.6082,
|
||
|
|
"mean_token_accuracy": 0.09226389080286027,
|
||
|
|
"num_tokens": 1443471.0,
|
||
|
|
"step": 700
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 7.924344682693482,
|
||
|
|
"epoch": 0.046099522657424966,
|
||
|
|
"grad_norm": 0.98046875,
|
||
|
|
"learning_rate": 0.000352,
|
||
|
|
"loss": 7.5336,
|
||
|
|
"mean_token_accuracy": 0.09339390024542808,
|
||
|
|
"num_tokens": 1453503.0,
|
||
|
|
"step": 705
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 7.8929485321044925,
|
||
|
|
"epoch": 0.04642646962662656,
|
||
|
|
"grad_norm": 1.015625,
|
||
|
|
"learning_rate": 0.0003545,
|
||
|
|
"loss": 7.5331,
|
||
|
|
"mean_token_accuracy": 0.0965921014547348,
|
||
|
|
"num_tokens": 1463254.0,
|
||
|
|
"step": 710
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 8.004297828674316,
|
||
|
|
"epoch": 0.04675341659582816,
|
||
|
|
"grad_norm": 0.8984375,
|
||
|
|
"learning_rate": 0.000357,
|
||
|
|
"loss": 7.6325,
|
||
|
|
"mean_token_accuracy": 0.0870884120464325,
|
||
|
|
"num_tokens": 1472890.0,
|
||
|
|
"step": 715
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 7.844469308853149,
|
||
|
|
"epoch": 0.04708036356502975,
|
||
|
|
"grad_norm": 1.09375,
|
||
|
|
"learning_rate": 0.0003595,
|
||
|
|
"loss": 7.4847,
|
||
|
|
"mean_token_accuracy": 0.10488657429814338,
|
||
|
|
"num_tokens": 1483583.0,
|
||
|
|
"step": 720
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 7.928372240066528,
|
||
|
|
"epoch": 0.04740731053423135,
|
||
|
|
"grad_norm": 1.0625,
|
||
|
|
"learning_rate": 0.000362,
|
||
|
|
"loss": 7.6397,
|
||
|
|
"mean_token_accuracy": 0.09026602432131767,
|
||
|
|
"num_tokens": 1494278.0,
|
||
|
|
"step": 725
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 7.923847436904907,
|
||
|
|
"epoch": 0.04773425750343294,
|
||
|
|
"grad_norm": 1.1171875,
|
||
|
|
"learning_rate": 0.0003645,
|
||
|
|
"loss": 7.5448,
|
||
|
|
"mean_token_accuracy": 0.09652285501360894,
|
||
|
|
"num_tokens": 1504638.0,
|
||
|
|
"step": 730
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 7.885090017318726,
|
||
|
|
"epoch": 0.04806120447263454,
|
||
|
|
"grad_norm": 1.0703125,
|
||
|
|
"learning_rate": 0.000367,
|
||
|
|
"loss": 7.5522,
|
||
|
|
"mean_token_accuracy": 0.092280051112175,
|
||
|
|
"num_tokens": 1514581.0,
|
||
|
|
"step": 735
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 7.8557947158813475,
|
||
|
|
"epoch": 0.048388151441836134,
|
||
|
|
"grad_norm": 1.0546875,
|
||
|
|
"learning_rate": 0.0003695,
|
||
|
|
"loss": 7.5964,
|
||
|
|
"mean_token_accuracy": 0.09087880104780197,
|
||
|
|
"num_tokens": 1525455.0,
|
||
|
|
"step": 740
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 7.926615905761719,
|
||
|
|
"epoch": 0.04871509841103773,
|
||
|
|
"grad_norm": 0.9921875,
|
||
|
|
"learning_rate": 0.000372,
|
||
|
|
"loss": 7.5333,
|
||
|
|
"mean_token_accuracy": 0.09311627596616745,
|
||
|
|
"num_tokens": 1537267.0,
|
||
|
|
"step": 745
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 7.779848432540893,
|
||
|
|
"epoch": 0.049042045380239326,
|
||
|
|
"grad_norm": 1.1640625,
|
||
|
|
"learning_rate": 0.0003745,
|
||
|
|
"loss": 7.4671,
|
||
|
|
"mean_token_accuracy": 0.09461563900113105,
|
||
|
|
"num_tokens": 1547181.0,
|
||
|
|
"step": 750
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 7.773740196228028,
|
||
|
|
"epoch": 0.04936899234944092,
|
||
|
|
"grad_norm": 1.015625,
|
||
|
|
"learning_rate": 0.000377,
|
||
|
|
"loss": 7.3915,
|
||
|
|
"mean_token_accuracy": 0.09637575298547744,
|
||
|
|
"num_tokens": 1557267.0,
|
||
|
|
"step": 755
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 7.78641791343689,
|
||
|
|
"epoch": 0.04969593931864252,
|
||
|
|
"grad_norm": 1.140625,
|
||
|
|
"learning_rate": 0.0003795,
|
||
|
|
"loss": 7.4663,
|
||
|
|
"mean_token_accuracy": 0.09401652291417122,
|
||
|
|
"num_tokens": 1567762.0,
|
||
|
|
"step": 760
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 7.91934494972229,
|
||
|
|
"epoch": 0.05002288628784411,
|
||
|
|
"grad_norm": 0.90234375,
|
||
|
|
"learning_rate": 0.000382,
|
||
|
|
"loss": 7.5892,
|
||
|
|
"mean_token_accuracy": 0.08972916305065155,
|
||
|
|
"num_tokens": 1579312.0,
|
||
|
|
"step": 765
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 7.819589614868164,
|
||
|
|
"epoch": 0.05034983325704571,
|
||
|
|
"grad_norm": 1.0546875,
|
||
|
|
"learning_rate": 0.0003845,
|
||
|
|
"loss": 7.4421,
|
||
|
|
"mean_token_accuracy": 0.10521875619888306,
|
||
|
|
"num_tokens": 1588752.0,
|
||
|
|
"step": 770
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 7.8574573516845705,
|
||
|
|
"epoch": 0.0506767802262473,
|
||
|
|
"grad_norm": 1.109375,
|
||
|
|
"learning_rate": 0.00038700000000000003,
|
||
|
|
"loss": 7.4474,
|
||
|
|
"mean_token_accuracy": 0.09444977417588234,
|
||
|
|
"num_tokens": 1599510.0,
|
||
|
|
"step": 775
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 7.748177242279053,
|
||
|
|
"epoch": 0.0510037271954489,
|
||
|
|
"grad_norm": 1.03125,
|
||
|
|
"learning_rate": 0.00038950000000000003,
|
||
|
|
"loss": 7.4229,
|
||
|
|
"mean_token_accuracy": 0.09738618209958076,
|
||
|
|
"num_tokens": 1609651.0,
|
||
|
|
"step": 780
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 7.896618747711182,
|
||
|
|
"epoch": 0.051330674164650494,
|
||
|
|
"grad_norm": 1.078125,
|
||
|
|
"learning_rate": 0.00039200000000000004,
|
||
|
|
"loss": 7.5672,
|
||
|
|
"mean_token_accuracy": 0.08716193325817585,
|
||
|
|
"num_tokens": 1619840.0,
|
||
|
|
"step": 785
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 7.841101741790771,
|
||
|
|
"epoch": 0.05165762113385209,
|
||
|
|
"grad_norm": 1.140625,
|
||
|
|
"learning_rate": 0.00039450000000000005,
|
||
|
|
"loss": 7.5263,
|
||
|
|
"mean_token_accuracy": 0.09152752608060837,
|
||
|
|
"num_tokens": 1630725.0,
|
||
|
|
"step": 790
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 7.733171272277832,
|
||
|
|
"epoch": 0.051984568103053685,
|
||
|
|
"grad_norm": 1.1484375,
|
||
|
|
"learning_rate": 0.00039700000000000005,
|
||
|
|
"loss": 7.3961,
|
||
|
|
"mean_token_accuracy": 0.09614320546388626,
|
||
|
|
"num_tokens": 1640535.0,
|
||
|
|
"step": 795
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 7.817097949981689,
|
||
|
|
"epoch": 0.05231151507225528,
|
||
|
|
"grad_norm": 1.0234375,
|
||
|
|
"learning_rate": 0.0003995,
|
||
|
|
"loss": 7.4086,
|
||
|
|
"mean_token_accuracy": 0.09492226243019104,
|
||
|
|
"num_tokens": 1650714.0,
|
||
|
|
"step": 800
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 7.741940069198608,
|
||
|
|
"epoch": 0.05263846204145688,
|
||
|
|
"grad_norm": 0.9296875,
|
||
|
|
"learning_rate": 0.000402,
|
||
|
|
"loss": 7.4748,
|
||
|
|
"mean_token_accuracy": 0.09248731583356858,
|
||
|
|
"num_tokens": 1661879.0,
|
||
|
|
"step": 805
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 7.823268270492553,
|
||
|
|
"epoch": 0.05296540901065847,
|
||
|
|
"grad_norm": 1.0546875,
|
||
|
|
"learning_rate": 0.0004045,
|
||
|
|
"loss": 7.403,
|
||
|
|
"mean_token_accuracy": 0.09551335647702217,
|
||
|
|
"num_tokens": 1672343.0,
|
||
|
|
"step": 810
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 7.712739515304565,
|
||
|
|
"epoch": 0.05329235597986007,
|
||
|
|
"grad_norm": 1.109375,
|
||
|
|
"learning_rate": 0.00040699999999999997,
|
||
|
|
"loss": 7.4106,
|
||
|
|
"mean_token_accuracy": 0.09740137308835983,
|
||
|
|
"num_tokens": 1682197.0,
|
||
|
|
"step": 815
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 7.708367252349854,
|
||
|
|
"epoch": 0.05361930294906166,
|
||
|
|
"grad_norm": 1.0,
|
||
|
|
"learning_rate": 0.0004095,
|
||
|
|
"loss": 7.4002,
|
||
|
|
"mean_token_accuracy": 0.09502007588744163,
|
||
|
|
"num_tokens": 1692182.0,
|
||
|
|
"step": 820
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 7.748778533935547,
|
||
|
|
"epoch": 0.05394624991826326,
|
||
|
|
"grad_norm": 1.1484375,
|
||
|
|
"learning_rate": 0.000412,
|
||
|
|
"loss": 7.4254,
|
||
|
|
"mean_token_accuracy": 0.09064045622944832,
|
||
|
|
"num_tokens": 1702646.0,
|
||
|
|
"step": 825
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 7.66537618637085,
|
||
|
|
"epoch": 0.054273196887464854,
|
||
|
|
"grad_norm": 1.0703125,
|
||
|
|
"learning_rate": 0.0004145,
|
||
|
|
"loss": 7.4296,
|
||
|
|
"mean_token_accuracy": 0.0905129812657833,
|
||
|
|
"num_tokens": 1712950.0,
|
||
|
|
"step": 830
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 7.710060453414917,
|
||
|
|
"epoch": 0.05460014385666645,
|
||
|
|
"grad_norm": 1.015625,
|
||
|
|
"learning_rate": 0.000417,
|
||
|
|
"loss": 7.3317,
|
||
|
|
"mean_token_accuracy": 0.10179824382066727,
|
||
|
|
"num_tokens": 1722799.0,
|
||
|
|
"step": 835
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 7.776296472549438,
|
||
|
|
"epoch": 0.054927090825868045,
|
||
|
|
"grad_norm": 1.0625,
|
||
|
|
"learning_rate": 0.0004195,
|
||
|
|
"loss": 7.4313,
|
||
|
|
"mean_token_accuracy": 0.09205255433917045,
|
||
|
|
"num_tokens": 1732687.0,
|
||
|
|
"step": 840
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 7.721476030349732,
|
||
|
|
"epoch": 0.05525403779506964,
|
||
|
|
"grad_norm": 1.015625,
|
||
|
|
"learning_rate": 0.000422,
|
||
|
|
"loss": 7.4183,
|
||
|
|
"mean_token_accuracy": 0.09819221273064613,
|
||
|
|
"num_tokens": 1743709.0,
|
||
|
|
"step": 845
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 7.701347494125367,
|
||
|
|
"epoch": 0.055580984764271237,
|
||
|
|
"grad_norm": 0.98046875,
|
||
|
|
"learning_rate": 0.0004245,
|
||
|
|
"loss": 7.3733,
|
||
|
|
"mean_token_accuracy": 0.10262311398983001,
|
||
|
|
"num_tokens": 1753129.0,
|
||
|
|
"step": 850
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 7.690869569778442,
|
||
|
|
"epoch": 0.05590793173347283,
|
||
|
|
"grad_norm": 1.09375,
|
||
|
|
"learning_rate": 0.000427,
|
||
|
|
"loss": 7.3682,
|
||
|
|
"mean_token_accuracy": 0.09535444900393486,
|
||
|
|
"num_tokens": 1764072.0,
|
||
|
|
"step": 855
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 7.708118629455567,
|
||
|
|
"epoch": 0.05623487870267443,
|
||
|
|
"grad_norm": 1.125,
|
||
|
|
"learning_rate": 0.0004295,
|
||
|
|
"loss": 7.3638,
|
||
|
|
"mean_token_accuracy": 0.09914470463991165,
|
||
|
|
"num_tokens": 1774015.0,
|
||
|
|
"step": 860
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 7.719418954849243,
|
||
|
|
"epoch": 0.05656182567187602,
|
||
|
|
"grad_norm": 1.109375,
|
||
|
|
"learning_rate": 0.000432,
|
||
|
|
"loss": 7.4128,
|
||
|
|
"mean_token_accuracy": 0.0922047957777977,
|
||
|
|
"num_tokens": 1784257.0,
|
||
|
|
"step": 865
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 7.6339034080505375,
|
||
|
|
"epoch": 0.05688877264107762,
|
||
|
|
"grad_norm": 1.0390625,
|
||
|
|
"learning_rate": 0.0004345,
|
||
|
|
"loss": 7.3383,
|
||
|
|
"mean_token_accuracy": 0.09566345661878586,
|
||
|
|
"num_tokens": 1793294.0,
|
||
|
|
"step": 870
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 7.739969205856323,
|
||
|
|
"epoch": 0.057215719610279214,
|
||
|
|
"grad_norm": 1.09375,
|
||
|
|
"learning_rate": 0.000437,
|
||
|
|
"loss": 7.3986,
|
||
|
|
"mean_token_accuracy": 0.09636269062757492,
|
||
|
|
"num_tokens": 1804034.0,
|
||
|
|
"step": 875
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 7.659945917129517,
|
||
|
|
"epoch": 0.05754266657948081,
|
||
|
|
"grad_norm": 1.3671875,
|
||
|
|
"learning_rate": 0.0004395,
|
||
|
|
"loss": 7.3202,
|
||
|
|
"mean_token_accuracy": 0.10390383377671242,
|
||
|
|
"num_tokens": 1812571.0,
|
||
|
|
"step": 880
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 7.643369054794311,
|
||
|
|
"epoch": 0.057869613548682405,
|
||
|
|
"grad_norm": 1.0078125,
|
||
|
|
"learning_rate": 0.000442,
|
||
|
|
"loss": 7.3716,
|
||
|
|
"mean_token_accuracy": 0.09669788479804993,
|
||
|
|
"num_tokens": 1822824.0,
|
||
|
|
"step": 885
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 7.761786460876465,
|
||
|
|
"epoch": 0.058196560517884,
|
||
|
|
"grad_norm": 1.09375,
|
||
|
|
"learning_rate": 0.0004445,
|
||
|
|
"loss": 7.4194,
|
||
|
|
"mean_token_accuracy": 0.09798763766884803,
|
||
|
|
"num_tokens": 1833237.0,
|
||
|
|
"step": 890
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 7.669866991043091,
|
||
|
|
"epoch": 0.058523507487085596,
|
||
|
|
"grad_norm": 1.15625,
|
||
|
|
"learning_rate": 0.000447,
|
||
|
|
"loss": 7.3896,
|
||
|
|
"mean_token_accuracy": 0.09653202295303345,
|
||
|
|
"num_tokens": 1843920.0,
|
||
|
|
"step": 895
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 7.630056381225586,
|
||
|
|
"epoch": 0.05885045445628719,
|
||
|
|
"grad_norm": 1.0390625,
|
||
|
|
"learning_rate": 0.00044950000000000003,
|
||
|
|
"loss": 7.411,
|
||
|
|
"mean_token_accuracy": 0.09456825032830238,
|
||
|
|
"num_tokens": 1854599.0,
|
||
|
|
"step": 900
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 7.694906568527221,
|
||
|
|
"epoch": 0.05917740142548879,
|
||
|
|
"grad_norm": 1.078125,
|
||
|
|
"learning_rate": 0.00045200000000000004,
|
||
|
|
"loss": 7.3294,
|
||
|
|
"mean_token_accuracy": 0.0995859757065773,
|
||
|
|
"num_tokens": 1863988.0,
|
||
|
|
"step": 905
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 7.561672687530518,
|
||
|
|
"epoch": 0.05950434839469038,
|
||
|
|
"grad_norm": 1.0703125,
|
||
|
|
"learning_rate": 0.00045450000000000004,
|
||
|
|
"loss": 7.3582,
|
||
|
|
"mean_token_accuracy": 0.09936628043651581,
|
||
|
|
"num_tokens": 1874249.0,
|
||
|
|
"step": 910
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 7.710276746749878,
|
||
|
|
"epoch": 0.05983129536389198,
|
||
|
|
"grad_norm": 1.078125,
|
||
|
|
"learning_rate": 0.00045700000000000005,
|
||
|
|
"loss": 7.3139,
|
||
|
|
"mean_token_accuracy": 0.10104074403643608,
|
||
|
|
"num_tokens": 1884221.0,
|
||
|
|
"step": 915
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 7.558821821212769,
|
||
|
|
"epoch": 0.060158242333093574,
|
||
|
|
"grad_norm": 0.96875,
|
||
|
|
"learning_rate": 0.00045950000000000006,
|
||
|
|
"loss": 7.3128,
|
||
|
|
"mean_token_accuracy": 0.0991006389260292,
|
||
|
|
"num_tokens": 1894287.0,
|
||
|
|
"step": 920
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 7.588020515441895,
|
||
|
|
"epoch": 0.06048518930229517,
|
||
|
|
"grad_norm": 1.15625,
|
||
|
|
"learning_rate": 0.000462,
|
||
|
|
"loss": 7.2791,
|
||
|
|
"mean_token_accuracy": 0.10233154892921448,
|
||
|
|
"num_tokens": 1903474.0,
|
||
|
|
"step": 925
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 7.6131902694702145,
|
||
|
|
"epoch": 0.060812136271496765,
|
||
|
|
"grad_norm": 1.1171875,
|
||
|
|
"learning_rate": 0.0004645,
|
||
|
|
"loss": 7.2966,
|
||
|
|
"mean_token_accuracy": 0.10143398270010948,
|
||
|
|
"num_tokens": 1912237.0,
|
||
|
|
"step": 930
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 7.64272894859314,
|
||
|
|
"epoch": 0.06113908324069836,
|
||
|
|
"grad_norm": 0.9296875,
|
||
|
|
"learning_rate": 0.000467,
|
||
|
|
"loss": 7.3396,
|
||
|
|
"mean_token_accuracy": 0.09589844942092896,
|
||
|
|
"num_tokens": 1922501.0,
|
||
|
|
"step": 935
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 7.628575706481934,
|
||
|
|
"epoch": 0.061466030209899956,
|
||
|
|
"grad_norm": 1.3046875,
|
||
|
|
"learning_rate": 0.0004695,
|
||
|
|
"loss": 7.3593,
|
||
|
|
"mean_token_accuracy": 0.09694062098860741,
|
||
|
|
"num_tokens": 1932910.0,
|
||
|
|
"step": 940
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 7.626384496688843,
|
||
|
|
"epoch": 0.06179297717910155,
|
||
|
|
"grad_norm": 0.89453125,
|
||
|
|
"learning_rate": 0.000472,
|
||
|
|
"loss": 7.4415,
|
||
|
|
"mean_token_accuracy": 0.09250794872641563,
|
||
|
|
"num_tokens": 1944408.0,
|
||
|
|
"step": 945
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 7.614904356002808,
|
||
|
|
"epoch": 0.06211992414830315,
|
||
|
|
"grad_norm": 1.046875,
|
||
|
|
"learning_rate": 0.0004745,
|
||
|
|
"loss": 7.34,
|
||
|
|
"mean_token_accuracy": 0.09710650071501732,
|
||
|
|
"num_tokens": 1955149.0,
|
||
|
|
"step": 950
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 7.6185708999633786,
|
||
|
|
"epoch": 0.06244687111750474,
|
||
|
|
"grad_norm": 1.1328125,
|
||
|
|
"learning_rate": 0.000477,
|
||
|
|
"loss": 7.2988,
|
||
|
|
"mean_token_accuracy": 0.10158349275588989,
|
||
|
|
"num_tokens": 1964777.0,
|
||
|
|
"step": 955
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 7.558726787567139,
|
||
|
|
"epoch": 0.06277381808670633,
|
||
|
|
"grad_norm": 1.015625,
|
||
|
|
"learning_rate": 0.0004795,
|
||
|
|
"loss": 7.27,
|
||
|
|
"mean_token_accuracy": 0.10379163399338723,
|
||
|
|
"num_tokens": 1974781.0,
|
||
|
|
"step": 960
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 7.597839450836181,
|
||
|
|
"epoch": 0.06310076505590793,
|
||
|
|
"grad_norm": 1.015625,
|
||
|
|
"learning_rate": 0.000482,
|
||
|
|
"loss": 7.2502,
|
||
|
|
"mean_token_accuracy": 0.10211163312196732,
|
||
|
|
"num_tokens": 1984540.0,
|
||
|
|
"step": 965
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 7.517283391952515,
|
||
|
|
"epoch": 0.06342771202510952,
|
||
|
|
"grad_norm": 1.015625,
|
||
|
|
"learning_rate": 0.0004845,
|
||
|
|
"loss": 7.2998,
|
||
|
|
"mean_token_accuracy": 0.09965328201651573,
|
||
|
|
"num_tokens": 1995360.0,
|
||
|
|
"step": 970
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 7.5842241764068605,
|
||
|
|
"epoch": 0.06375465899431113,
|
||
|
|
"grad_norm": 1.0,
|
||
|
|
"learning_rate": 0.000487,
|
||
|
|
"loss": 7.2705,
|
||
|
|
"mean_token_accuracy": 0.09944166019558906,
|
||
|
|
"num_tokens": 2006299.0,
|
||
|
|
"step": 975
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 7.646463441848755,
|
||
|
|
"epoch": 0.06408160596351271,
|
||
|
|
"grad_norm": 1.0546875,
|
||
|
|
"learning_rate": 0.0004895,
|
||
|
|
"loss": 7.323,
|
||
|
|
"mean_token_accuracy": 0.10111710727214814,
|
||
|
|
"num_tokens": 2017482.0,
|
||
|
|
"step": 980
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 7.496323204040527,
|
||
|
|
"epoch": 0.06440855293271432,
|
||
|
|
"grad_norm": 1.0546875,
|
||
|
|
"learning_rate": 0.000492,
|
||
|
|
"loss": 7.3474,
|
||
|
|
"mean_token_accuracy": 0.09670697450637818,
|
||
|
|
"num_tokens": 2027669.0,
|
||
|
|
"step": 985
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 7.659954690933228,
|
||
|
|
"epoch": 0.0647354999019159,
|
||
|
|
"grad_norm": 1.0078125,
|
||
|
|
"learning_rate": 0.0004945,
|
||
|
|
"loss": 7.2417,
|
||
|
|
"mean_token_accuracy": 0.10287103429436684,
|
||
|
|
"num_tokens": 2037047.0,
|
||
|
|
"step": 990
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 7.5259521961212155,
|
||
|
|
"epoch": 0.06506244687111751,
|
||
|
|
"grad_norm": 1.1171875,
|
||
|
|
"learning_rate": 0.000497,
|
||
|
|
"loss": 7.2875,
|
||
|
|
"mean_token_accuracy": 0.09639681577682495,
|
||
|
|
"num_tokens": 2046813.0,
|
||
|
|
"step": 995
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 7.487096881866455,
|
||
|
|
"epoch": 0.0653893938403191,
|
||
|
|
"grad_norm": 1.0859375,
|
||
|
|
"learning_rate": 0.0004995,
|
||
|
|
"loss": 7.2426,
|
||
|
|
"mean_token_accuracy": 0.10415883064270019,
|
||
|
|
"num_tokens": 2056669.0,
|
||
|
|
"step": 1000
|
||
|
|
}
|
||
|
|
],
|
||
|
|
"logging_steps": 5,
|
||
|
|
"max_steps": 4000,
|
||
|
|
"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": false
|
||
|
|
},
|
||
|
|
"attributes": {}
|
||
|
|
}
|
||
|
|
},
|
||
|
|
"total_flos": 481915072512000.0,
|
||
|
|
"train_batch_size": 16,
|
||
|
|
"trial_name": null,
|
||
|
|
"trial_params": null
|
||
|
|
}
|