chansung's picture
Model save
28242eb verified
raw
history blame contribute delete
No virus
11.1 kB
{
"best_metric": null,
"best_model_checkpoint": null,
"epoch": 9.803921568627452,
"eval_steps": 500,
"global_step": 250,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.0392156862745098,
"grad_norm": 3.171875,
"learning_rate": 8.000000000000001e-06,
"loss": 2.8106,
"step": 1
},
{
"epoch": 0.19607843137254902,
"grad_norm": 2.046875,
"learning_rate": 4e-05,
"loss": 2.7854,
"step": 5
},
{
"epoch": 0.39215686274509803,
"grad_norm": 6.34375,
"learning_rate": 8e-05,
"loss": 2.7197,
"step": 10
},
{
"epoch": 0.5882352941176471,
"grad_norm": 1.7734375,
"learning_rate": 0.00012,
"loss": 2.5034,
"step": 15
},
{
"epoch": 0.7843137254901961,
"grad_norm": 2.5625,
"learning_rate": 0.00016,
"loss": 2.1943,
"step": 20
},
{
"epoch": 0.9803921568627451,
"grad_norm": 1.5234375,
"learning_rate": 0.0002,
"loss": 1.9711,
"step": 25
},
{
"epoch": 0.9803921568627451,
"eval_loss": 2.6221704483032227,
"eval_runtime": 0.6383,
"eval_samples_per_second": 15.667,
"eval_steps_per_second": 1.567,
"step": 25
},
{
"epoch": 1.1764705882352942,
"grad_norm": 1.9140625,
"learning_rate": 0.00019975640502598244,
"loss": 1.765,
"step": 30
},
{
"epoch": 1.3725490196078431,
"grad_norm": 0.7109375,
"learning_rate": 0.00019902680687415705,
"loss": 1.5781,
"step": 35
},
{
"epoch": 1.5686274509803921,
"grad_norm": 0.474609375,
"learning_rate": 0.00019781476007338058,
"loss": 1.4939,
"step": 40
},
{
"epoch": 1.7647058823529411,
"grad_norm": 0.7734375,
"learning_rate": 0.0001961261695938319,
"loss": 1.4032,
"step": 45
},
{
"epoch": 1.9607843137254903,
"grad_norm": 0.51171875,
"learning_rate": 0.00019396926207859084,
"loss": 1.3473,
"step": 50
},
{
"epoch": 2.0,
"eval_loss": 2.5571093559265137,
"eval_runtime": 0.5378,
"eval_samples_per_second": 18.595,
"eval_steps_per_second": 1.86,
"step": 51
},
{
"epoch": 2.156862745098039,
"grad_norm": 0.462890625,
"learning_rate": 0.0001913545457642601,
"loss": 1.2973,
"step": 55
},
{
"epoch": 2.3529411764705883,
"grad_norm": 0.3671875,
"learning_rate": 0.00018829475928589271,
"loss": 1.2645,
"step": 60
},
{
"epoch": 2.549019607843137,
"grad_norm": 0.345703125,
"learning_rate": 0.0001848048096156426,
"loss": 1.2291,
"step": 65
},
{
"epoch": 2.7450980392156863,
"grad_norm": 0.5859375,
"learning_rate": 0.00018090169943749476,
"loss": 1.2081,
"step": 70
},
{
"epoch": 2.9411764705882355,
"grad_norm": 0.427734375,
"learning_rate": 0.0001766044443118978,
"loss": 1.1845,
"step": 75
},
{
"epoch": 2.980392156862745,
"eval_loss": 2.5049567222595215,
"eval_runtime": 0.6655,
"eval_samples_per_second": 15.026,
"eval_steps_per_second": 1.503,
"step": 76
},
{
"epoch": 3.1372549019607843,
"grad_norm": 0.43359375,
"learning_rate": 0.0001719339800338651,
"loss": 1.1781,
"step": 80
},
{
"epoch": 3.3333333333333335,
"grad_norm": 0.48828125,
"learning_rate": 0.00016691306063588583,
"loss": 1.142,
"step": 85
},
{
"epoch": 3.5294117647058822,
"grad_norm": 0.35546875,
"learning_rate": 0.0001615661475325658,
"loss": 1.1494,
"step": 90
},
{
"epoch": 3.7254901960784315,
"grad_norm": 0.33203125,
"learning_rate": 0.0001559192903470747,
"loss": 1.1512,
"step": 95
},
{
"epoch": 3.9215686274509802,
"grad_norm": 0.431640625,
"learning_rate": 0.00015000000000000001,
"loss": 1.1242,
"step": 100
},
{
"epoch": 4.0,
"eval_loss": 2.5088963508605957,
"eval_runtime": 0.5376,
"eval_samples_per_second": 18.602,
"eval_steps_per_second": 1.86,
"step": 102
},
{
"epoch": 4.117647058823529,
"grad_norm": 0.390625,
"learning_rate": 0.00014383711467890774,
"loss": 1.1068,
"step": 105
},
{
"epoch": 4.313725490196078,
"grad_norm": 0.470703125,
"learning_rate": 0.00013746065934159123,
"loss": 1.0975,
"step": 110
},
{
"epoch": 4.509803921568627,
"grad_norm": 0.52734375,
"learning_rate": 0.00013090169943749476,
"loss": 1.0827,
"step": 115
},
{
"epoch": 4.705882352941177,
"grad_norm": 0.435546875,
"learning_rate": 0.00012419218955996676,
"loss": 1.0938,
"step": 120
},
{
"epoch": 4.901960784313726,
"grad_norm": 0.494140625,
"learning_rate": 0.00011736481776669306,
"loss": 1.0937,
"step": 125
},
{
"epoch": 4.980392156862745,
"eval_loss": 2.523869276046753,
"eval_runtime": 0.6835,
"eval_samples_per_second": 14.632,
"eval_steps_per_second": 1.463,
"step": 127
},
{
"epoch": 5.098039215686274,
"grad_norm": 0.376953125,
"learning_rate": 0.00011045284632676536,
"loss": 1.0747,
"step": 130
},
{
"epoch": 5.294117647058823,
"grad_norm": 0.39453125,
"learning_rate": 0.00010348994967025012,
"loss": 1.0627,
"step": 135
},
{
"epoch": 5.490196078431373,
"grad_norm": 0.453125,
"learning_rate": 9.651005032974994e-05,
"loss": 1.0485,
"step": 140
},
{
"epoch": 5.686274509803922,
"grad_norm": 0.470703125,
"learning_rate": 8.954715367323468e-05,
"loss": 1.0543,
"step": 145
},
{
"epoch": 5.882352941176471,
"grad_norm": 0.431640625,
"learning_rate": 8.263518223330697e-05,
"loss": 1.0632,
"step": 150
},
{
"epoch": 6.0,
"eval_loss": 2.5274596214294434,
"eval_runtime": 0.5589,
"eval_samples_per_second": 17.893,
"eval_steps_per_second": 1.789,
"step": 153
},
{
"epoch": 6.078431372549019,
"grad_norm": 0.55078125,
"learning_rate": 7.580781044003324e-05,
"loss": 1.0488,
"step": 155
},
{
"epoch": 6.2745098039215685,
"grad_norm": 0.55078125,
"learning_rate": 6.909830056250527e-05,
"loss": 1.0318,
"step": 160
},
{
"epoch": 6.470588235294118,
"grad_norm": 0.423828125,
"learning_rate": 6.25393406584088e-05,
"loss": 1.027,
"step": 165
},
{
"epoch": 6.666666666666667,
"grad_norm": 0.5078125,
"learning_rate": 5.616288532109225e-05,
"loss": 1.0391,
"step": 170
},
{
"epoch": 6.862745098039216,
"grad_norm": 0.412109375,
"learning_rate": 5.000000000000002e-05,
"loss": 1.0377,
"step": 175
},
{
"epoch": 6.980392156862745,
"eval_loss": 2.5316176414489746,
"eval_runtime": 0.6547,
"eval_samples_per_second": 15.274,
"eval_steps_per_second": 1.527,
"step": 178
},
{
"epoch": 7.0588235294117645,
"grad_norm": 0.40625,
"learning_rate": 4.4080709652925336e-05,
"loss": 1.0217,
"step": 180
},
{
"epoch": 7.254901960784314,
"grad_norm": 0.462890625,
"learning_rate": 3.843385246743417e-05,
"loss": 1.0203,
"step": 185
},
{
"epoch": 7.450980392156863,
"grad_norm": 0.384765625,
"learning_rate": 3.308693936411421e-05,
"loss": 1.0188,
"step": 190
},
{
"epoch": 7.647058823529412,
"grad_norm": 0.396484375,
"learning_rate": 2.8066019966134904e-05,
"loss": 1.0165,
"step": 195
},
{
"epoch": 7.8431372549019605,
"grad_norm": 0.390625,
"learning_rate": 2.339555568810221e-05,
"loss": 1.0278,
"step": 200
},
{
"epoch": 8.0,
"eval_loss": 2.53991961479187,
"eval_runtime": 0.5393,
"eval_samples_per_second": 18.541,
"eval_steps_per_second": 1.854,
"step": 204
},
{
"epoch": 8.03921568627451,
"grad_norm": 0.40234375,
"learning_rate": 1.9098300562505266e-05,
"loss": 1.0104,
"step": 205
},
{
"epoch": 8.235294117647058,
"grad_norm": 0.41015625,
"learning_rate": 1.5195190384357404e-05,
"loss": 1.0056,
"step": 210
},
{
"epoch": 8.431372549019608,
"grad_norm": 0.392578125,
"learning_rate": 1.1705240714107302e-05,
"loss": 1.0218,
"step": 215
},
{
"epoch": 8.627450980392156,
"grad_norm": 0.421875,
"learning_rate": 8.645454235739903e-06,
"loss": 1.0136,
"step": 220
},
{
"epoch": 8.823529411764707,
"grad_norm": 0.365234375,
"learning_rate": 6.030737921409169e-06,
"loss": 1.0176,
"step": 225
},
{
"epoch": 8.980392156862745,
"eval_loss": 2.542208671569824,
"eval_runtime": 0.6862,
"eval_samples_per_second": 14.574,
"eval_steps_per_second": 1.457,
"step": 229
},
{
"epoch": 9.019607843137255,
"grad_norm": 0.3671875,
"learning_rate": 3.873830406168111e-06,
"loss": 1.0092,
"step": 230
},
{
"epoch": 9.215686274509803,
"grad_norm": 0.384765625,
"learning_rate": 2.1852399266194314e-06,
"loss": 1.0084,
"step": 235
},
{
"epoch": 9.411764705882353,
"grad_norm": 0.34765625,
"learning_rate": 9.731931258429638e-07,
"loss": 1.0208,
"step": 240
},
{
"epoch": 9.607843137254902,
"grad_norm": 0.388671875,
"learning_rate": 2.4359497401758024e-07,
"loss": 1.0059,
"step": 245
},
{
"epoch": 9.803921568627452,
"grad_norm": 0.435546875,
"learning_rate": 0.0,
"loss": 1.007,
"step": 250
},
{
"epoch": 9.803921568627452,
"eval_loss": 2.5420966148376465,
"eval_runtime": 0.5393,
"eval_samples_per_second": 18.543,
"eval_steps_per_second": 1.854,
"step": 250
},
{
"epoch": 9.803921568627452,
"step": 250,
"total_flos": 1.4684333472638566e+17,
"train_loss": 1.2576467142105103,
"train_runtime": 862.0118,
"train_samples_per_second": 14.13,
"train_steps_per_second": 0.29
}
],
"logging_steps": 5,
"max_steps": 250,
"num_input_tokens_seen": 0,
"num_train_epochs": 10,
"save_steps": 100,
"total_flos": 1.4684333472638566e+17,
"train_batch_size": 8,
"trial_name": null,
"trial_params": null
}