File size: 4,805 Bytes
e2ca488 |
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153 154 155 156 157 158 159 160 161 162 163 164 165 166 167 168 169 170 171 172 173 174 175 176 177 178 179 180 181 182 183 184 185 186 187 188 189 190 191 192 193 194 195 196 197 198 199 200 201 202 |
{
"best_metric": 1.6068811416625977,
"best_model_checkpoint": "/scratch/kwamea/llama-output/checkpoint-60",
"epoch": 8.275862068965518,
"eval_steps": 5,
"global_step": 60,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.69,
"grad_norm": 0.27489739656448364,
"learning_rate": 9.285714285714286e-05,
"loss": 1.9945,
"step": 5
},
{
"epoch": 0.69,
"eval_loss": 2.0204718112945557,
"eval_runtime": 14.7113,
"eval_samples_per_second": 0.408,
"eval_steps_per_second": 0.068,
"step": 5
},
{
"epoch": 1.38,
"grad_norm": 0.36750176548957825,
"learning_rate": 8.571428571428571e-05,
"loss": 1.9427,
"step": 10
},
{
"epoch": 1.38,
"eval_loss": 1.9357692003250122,
"eval_runtime": 14.713,
"eval_samples_per_second": 0.408,
"eval_steps_per_second": 0.068,
"step": 10
},
{
"epoch": 2.07,
"grad_norm": 0.4677024185657501,
"learning_rate": 7.857142857142858e-05,
"loss": 1.8651,
"step": 15
},
{
"epoch": 2.07,
"eval_loss": 1.8461824655532837,
"eval_runtime": 14.7203,
"eval_samples_per_second": 0.408,
"eval_steps_per_second": 0.068,
"step": 15
},
{
"epoch": 2.76,
"grad_norm": 0.40606027841567993,
"learning_rate": 7.142857142857143e-05,
"loss": 1.7948,
"step": 20
},
{
"epoch": 2.76,
"eval_loss": 1.801284670829773,
"eval_runtime": 14.7281,
"eval_samples_per_second": 0.407,
"eval_steps_per_second": 0.068,
"step": 20
},
{
"epoch": 3.45,
"grad_norm": 0.3058153986930847,
"learning_rate": 6.428571428571429e-05,
"loss": 1.7233,
"step": 25
},
{
"epoch": 3.45,
"eval_loss": 1.766973853111267,
"eval_runtime": 14.6916,
"eval_samples_per_second": 0.408,
"eval_steps_per_second": 0.068,
"step": 25
},
{
"epoch": 4.14,
"grad_norm": 0.2967859208583832,
"learning_rate": 5.714285714285714e-05,
"loss": 1.7117,
"step": 30
},
{
"epoch": 4.14,
"eval_loss": 1.7350422143936157,
"eval_runtime": 14.7126,
"eval_samples_per_second": 0.408,
"eval_steps_per_second": 0.068,
"step": 30
},
{
"epoch": 4.83,
"grad_norm": 0.31578946113586426,
"learning_rate": 5e-05,
"loss": 1.6904,
"step": 35
},
{
"epoch": 4.83,
"eval_loss": 1.7066936492919922,
"eval_runtime": 14.7265,
"eval_samples_per_second": 0.407,
"eval_steps_per_second": 0.068,
"step": 35
},
{
"epoch": 5.52,
"grad_norm": 0.34217244386672974,
"learning_rate": 4.2857142857142856e-05,
"loss": 1.6459,
"step": 40
},
{
"epoch": 5.52,
"eval_loss": 1.6809816360473633,
"eval_runtime": 14.7004,
"eval_samples_per_second": 0.408,
"eval_steps_per_second": 0.068,
"step": 40
},
{
"epoch": 6.21,
"grad_norm": 0.36268118023872375,
"learning_rate": 3.571428571428572e-05,
"loss": 1.5992,
"step": 45
},
{
"epoch": 6.21,
"eval_loss": 1.6565723419189453,
"eval_runtime": 14.6987,
"eval_samples_per_second": 0.408,
"eval_steps_per_second": 0.068,
"step": 45
},
{
"epoch": 6.9,
"grad_norm": 0.3854450583457947,
"learning_rate": 2.857142857142857e-05,
"loss": 1.6088,
"step": 50
},
{
"epoch": 6.9,
"eval_loss": 1.6376428604125977,
"eval_runtime": 14.7228,
"eval_samples_per_second": 0.408,
"eval_steps_per_second": 0.068,
"step": 50
},
{
"epoch": 7.59,
"grad_norm": 0.39184266328811646,
"learning_rate": 2.1428571428571428e-05,
"loss": 1.5722,
"step": 55
},
{
"epoch": 7.59,
"eval_loss": 1.6203418970108032,
"eval_runtime": 14.7373,
"eval_samples_per_second": 0.407,
"eval_steps_per_second": 0.068,
"step": 55
},
{
"epoch": 8.28,
"grad_norm": 0.41270822286605835,
"learning_rate": 1.4285714285714285e-05,
"loss": 1.5593,
"step": 60
},
{
"epoch": 8.28,
"eval_loss": 1.6068811416625977,
"eval_runtime": 14.7065,
"eval_samples_per_second": 0.408,
"eval_steps_per_second": 0.068,
"step": 60
}
],
"logging_steps": 5,
"max_steps": 70,
"num_input_tokens_seen": 0,
"num_train_epochs": 10,
"save_steps": 10,
"total_flos": 4.053912739695821e+17,
"train_batch_size": 2,
"trial_name": null,
"trial_params": null
}
|