|
{ |
|
"best_metric": null, |
|
"best_model_checkpoint": null, |
|
"epoch": 1.0, |
|
"eval_steps": 500, |
|
"global_step": 325, |
|
"is_hyper_param_search": false, |
|
"is_local_process_zero": true, |
|
"is_world_process_zero": true, |
|
"log_history": [ |
|
{ |
|
"epoch": 0.0, |
|
"grad_norm": 5.434233784386483, |
|
"learning_rate": 6.060606060606061e-06, |
|
"loss": 5.3587, |
|
"step": 1 |
|
}, |
|
{ |
|
"epoch": 0.02, |
|
"grad_norm": 4.905477378648474, |
|
"learning_rate": 3.0303030303030306e-05, |
|
"loss": 5.1051, |
|
"step": 5 |
|
}, |
|
{ |
|
"epoch": 0.03, |
|
"grad_norm": 5.270930514694448, |
|
"learning_rate": 6.060606060606061e-05, |
|
"loss": 3.4357, |
|
"step": 10 |
|
}, |
|
{ |
|
"epoch": 0.05, |
|
"grad_norm": 0.3618606789587138, |
|
"learning_rate": 9.090909090909092e-05, |
|
"loss": 0.3624, |
|
"step": 15 |
|
}, |
|
{ |
|
"epoch": 0.06, |
|
"grad_norm": 0.06941498462106709, |
|
"learning_rate": 0.00012121212121212122, |
|
"loss": 0.0843, |
|
"step": 20 |
|
}, |
|
{ |
|
"epoch": 0.08, |
|
"grad_norm": 0.04064697552867018, |
|
"learning_rate": 0.00015151515151515152, |
|
"loss": 0.0289, |
|
"step": 25 |
|
}, |
|
{ |
|
"epoch": 0.09, |
|
"grad_norm": 0.009288632165411351, |
|
"learning_rate": 0.00018181818181818183, |
|
"loss": 0.0178, |
|
"step": 30 |
|
}, |
|
{ |
|
"epoch": 0.11, |
|
"grad_norm": 0.006293796326369993, |
|
"learning_rate": 0.00019997685019798912, |
|
"loss": 0.0149, |
|
"step": 35 |
|
}, |
|
{ |
|
"epoch": 0.12, |
|
"grad_norm": 0.1906256952245856, |
|
"learning_rate": 0.0001997165380022878, |
|
"loss": 0.0132, |
|
"step": 40 |
|
}, |
|
{ |
|
"epoch": 0.14, |
|
"grad_norm": 0.0017591555466765156, |
|
"learning_rate": 0.000199167731989929, |
|
"loss": 0.01, |
|
"step": 45 |
|
}, |
|
{ |
|
"epoch": 0.15, |
|
"grad_norm": 0.0013071409318138017, |
|
"learning_rate": 0.0001983320199330545, |
|
"loss": 0.0082, |
|
"step": 50 |
|
}, |
|
{ |
|
"epoch": 0.17, |
|
"grad_norm": 0.0009433621765961648, |
|
"learning_rate": 0.00019721181966290613, |
|
"loss": 0.0067, |
|
"step": 55 |
|
}, |
|
{ |
|
"epoch": 0.18, |
|
"grad_norm": 0.0005177333796827652, |
|
"learning_rate": 0.00019581037207470382, |
|
"loss": 0.0057, |
|
"step": 60 |
|
}, |
|
{ |
|
"epoch": 0.2, |
|
"grad_norm": 0.00039250212435773405, |
|
"learning_rate": 0.00019413173175128473, |
|
"loss": 0.0049, |
|
"step": 65 |
|
}, |
|
{ |
|
"epoch": 0.22, |
|
"grad_norm": 0.00029772481292231705, |
|
"learning_rate": 0.00019218075523263104, |
|
"loss": 0.0044, |
|
"step": 70 |
|
}, |
|
{ |
|
"epoch": 0.23, |
|
"grad_norm": 0.0002507402780542911, |
|
"learning_rate": 0.00018996308696522433, |
|
"loss": 0.0729, |
|
"step": 75 |
|
}, |
|
{ |
|
"epoch": 0.25, |
|
"grad_norm": 0.0005904602103990053, |
|
"learning_rate": 0.00018748514297187648, |
|
"loss": 0.0058, |
|
"step": 80 |
|
}, |
|
{ |
|
"epoch": 0.26, |
|
"grad_norm": 0.000979792833537355, |
|
"learning_rate": 0.00018475409228928312, |
|
"loss": 0.0084, |
|
"step": 85 |
|
}, |
|
{ |
|
"epoch": 0.28, |
|
"grad_norm": 0.0015160678160695531, |
|
"learning_rate": 0.00018177783622700327, |
|
"loss": 0.0104, |
|
"step": 90 |
|
}, |
|
{ |
|
"epoch": 0.29, |
|
"grad_norm": 0.001483201059583737, |
|
"learning_rate": 0.00017856498550787144, |
|
"loss": 0.0117, |
|
"step": 95 |
|
}, |
|
{ |
|
"epoch": 0.31, |
|
"grad_norm": 0.0016699269860680358, |
|
"learning_rate": 0.00017512483535597867, |
|
"loss": 0.0117, |
|
"step": 100 |
|
}, |
|
{ |
|
"epoch": 0.32, |
|
"grad_norm": 0.0013065938174500955, |
|
"learning_rate": 0.00017146733860429612, |
|
"loss": 0.0113, |
|
"step": 105 |
|
}, |
|
{ |
|
"epoch": 0.34, |
|
"grad_norm": 0.001108648512762412, |
|
"learning_rate": 0.0001676030768997445, |
|
"loss": 0.0107, |
|
"step": 110 |
|
}, |
|
{ |
|
"epoch": 0.35, |
|
"grad_norm": 0.0008817246126042861, |
|
"learning_rate": 0.00016354323008901776, |
|
"loss": 0.0099, |
|
"step": 115 |
|
}, |
|
{ |
|
"epoch": 0.37, |
|
"grad_norm": 0.0007765931672905603, |
|
"learning_rate": 0.00015929954387373103, |
|
"loss": 0.0092, |
|
"step": 120 |
|
}, |
|
{ |
|
"epoch": 0.38, |
|
"grad_norm": 0.0008313798889983195, |
|
"learning_rate": 0.00015488429582847192, |
|
"loss": 0.0526, |
|
"step": 125 |
|
}, |
|
{ |
|
"epoch": 0.4, |
|
"grad_norm": 0.0011465080758489292, |
|
"learning_rate": 0.00015031025988006936, |
|
"loss": 0.0106, |
|
"step": 130 |
|
}, |
|
{ |
|
"epoch": 0.42, |
|
"grad_norm": 0.0015289659191642599, |
|
"learning_rate": 0.00014559066935084588, |
|
"loss": 0.0113, |
|
"step": 135 |
|
}, |
|
{ |
|
"epoch": 0.43, |
|
"grad_norm": 0.001431377139280294, |
|
"learning_rate": 0.00014073917867277557, |
|
"loss": 0.0119, |
|
"step": 140 |
|
}, |
|
{ |
|
"epoch": 0.45, |
|
"grad_norm": 0.0007764760432382378, |
|
"learning_rate": 0.0001357698238833126, |
|
"loss": 0.0108, |
|
"step": 145 |
|
}, |
|
{ |
|
"epoch": 0.46, |
|
"grad_norm": 0.000929883831003457, |
|
"learning_rate": 0.000130696982017182, |
|
"loss": 0.0107, |
|
"step": 150 |
|
}, |
|
{ |
|
"epoch": 0.48, |
|
"grad_norm": 0.0007351401317411369, |
|
"learning_rate": 0.0001255353295116187, |
|
"loss": 0.0101, |
|
"step": 155 |
|
}, |
|
{ |
|
"epoch": 0.49, |
|
"grad_norm": 0.0005848350734757287, |
|
"learning_rate": 0.00012029979974539234, |
|
"loss": 0.0095, |
|
"step": 160 |
|
}, |
|
{ |
|
"epoch": 0.51, |
|
"grad_norm": 0.0006593756085078484, |
|
"learning_rate": 0.00011500553983446527, |
|
"loss": 0.0093, |
|
"step": 165 |
|
}, |
|
{ |
|
"epoch": 0.52, |
|
"grad_norm": 0.00046311633397912643, |
|
"learning_rate": 0.00010966786680927874, |
|
"loss": 0.0084, |
|
"step": 170 |
|
}, |
|
{ |
|
"epoch": 0.54, |
|
"grad_norm": 0.0004798326957832526, |
|
"learning_rate": 0.00010430222330045304, |
|
"loss": 0.0081, |
|
"step": 175 |
|
}, |
|
{ |
|
"epoch": 0.55, |
|
"grad_norm": 0.0005200079230795159, |
|
"learning_rate": 9.892413286110886e-05, |
|
"loss": 0.0524, |
|
"step": 180 |
|
}, |
|
{ |
|
"epoch": 0.57, |
|
"grad_norm": 0.0011293522137763314, |
|
"learning_rate": 9.354915505506839e-05, |
|
"loss": 0.0093, |
|
"step": 185 |
|
}, |
|
{ |
|
"epoch": 0.58, |
|
"grad_norm": 0.0020109230697902976, |
|
"learning_rate": 8.81928404408726e-05, |
|
"loss": 0.0106, |
|
"step": 190 |
|
}, |
|
{ |
|
"epoch": 0.6, |
|
"grad_norm": 0.0020295886614259714, |
|
"learning_rate": 8.287068558185225e-05, |
|
"loss": 0.0115, |
|
"step": 195 |
|
}, |
|
{ |
|
"epoch": 0.62, |
|
"grad_norm": 0.013880677459645187, |
|
"learning_rate": 7.759808821241406e-05, |
|
"loss": 0.0429, |
|
"step": 200 |
|
}, |
|
{ |
|
"epoch": 0.63, |
|
"grad_norm": 0.025579316344818064, |
|
"learning_rate": 7.239030269025311e-05, |
|
"loss": 0.0227, |
|
"step": 205 |
|
}, |
|
{ |
|
"epoch": 0.65, |
|
"grad_norm": 0.00587547091852476, |
|
"learning_rate": 6.726239586337408e-05, |
|
"loss": 0.0173, |
|
"step": 210 |
|
}, |
|
{ |
|
"epoch": 0.66, |
|
"grad_norm": 0.001168548414346044, |
|
"learning_rate": 6.22292034796035e-05, |
|
"loss": 0.0124, |
|
"step": 215 |
|
}, |
|
{ |
|
"epoch": 0.68, |
|
"grad_norm": 0.0006254826490570403, |
|
"learning_rate": 5.730528726470792e-05, |
|
"loss": 0.0104, |
|
"step": 220 |
|
}, |
|
{ |
|
"epoch": 0.69, |
|
"grad_norm": 0.0009469247245448829, |
|
"learning_rate": 5.2504892793295e-05, |
|
"loss": 0.0096, |
|
"step": 225 |
|
}, |
|
{ |
|
"epoch": 0.71, |
|
"grad_norm": 0.000538986457963209, |
|
"learning_rate": 4.7841908274384616e-05, |
|
"loss": 0.0088, |
|
"step": 230 |
|
}, |
|
{ |
|
"epoch": 0.72, |
|
"grad_norm": 0.0005138624078734311, |
|
"learning_rate": 4.332982437088825e-05, |
|
"loss": 0.0087, |
|
"step": 235 |
|
}, |
|
{ |
|
"epoch": 0.74, |
|
"grad_norm": 0.0004754475990403913, |
|
"learning_rate": 3.898169516924398e-05, |
|
"loss": 0.0087, |
|
"step": 240 |
|
}, |
|
{ |
|
"epoch": 0.75, |
|
"grad_norm": 0.00044235741477306284, |
|
"learning_rate": 3.4810100412128747e-05, |
|
"loss": 0.0081, |
|
"step": 245 |
|
}, |
|
{ |
|
"epoch": 0.77, |
|
"grad_norm": 0.0005356812279608025, |
|
"learning_rate": 3.0827109103512643e-05, |
|
"loss": 0.0084, |
|
"step": 250 |
|
}, |
|
{ |
|
"epoch": 0.78, |
|
"grad_norm": 0.0004866021061182579, |
|
"learning_rate": 2.7044244591351232e-05, |
|
"loss": 0.0082, |
|
"step": 255 |
|
}, |
|
{ |
|
"epoch": 0.8, |
|
"grad_norm": 0.0005541072776907527, |
|
"learning_rate": 2.3472451228937253e-05, |
|
"loss": 0.0081, |
|
"step": 260 |
|
}, |
|
{ |
|
"epoch": 0.82, |
|
"grad_norm": 0.0004669324029460342, |
|
"learning_rate": 2.0122062711363532e-05, |
|
"loss": 0.008, |
|
"step": 265 |
|
}, |
|
{ |
|
"epoch": 0.83, |
|
"grad_norm": 0.0004222921215236744, |
|
"learning_rate": 1.7002772178705716e-05, |
|
"loss": 0.0081, |
|
"step": 270 |
|
}, |
|
{ |
|
"epoch": 0.85, |
|
"grad_norm": 0.00037935649836293145, |
|
"learning_rate": 1.4123604172419713e-05, |
|
"loss": 0.0078, |
|
"step": 275 |
|
}, |
|
{ |
|
"epoch": 0.86, |
|
"grad_norm": 0.00041870421442444797, |
|
"learning_rate": 1.149288852608743e-05, |
|
"loss": 0.0077, |
|
"step": 280 |
|
}, |
|
{ |
|
"epoch": 0.88, |
|
"grad_norm": 0.00044398149572571745, |
|
"learning_rate": 9.118236266049707e-06, |
|
"loss": 0.0079, |
|
"step": 285 |
|
}, |
|
{ |
|
"epoch": 0.89, |
|
"grad_norm": 0.0004263492971348259, |
|
"learning_rate": 7.0065175916482095e-06, |
|
"loss": 0.0077, |
|
"step": 290 |
|
}, |
|
{ |
|
"epoch": 0.91, |
|
"grad_norm": 0.00044499020775488917, |
|
"learning_rate": 5.163841998782837e-06, |
|
"loss": 0.0079, |
|
"step": 295 |
|
}, |
|
{ |
|
"epoch": 0.92, |
|
"grad_norm": 0.0003979573867652517, |
|
"learning_rate": 3.595540604290437e-06, |
|
"loss": 0.0078, |
|
"step": 300 |
|
}, |
|
{ |
|
"epoch": 0.94, |
|
"grad_norm": 0.0004200122969057789, |
|
"learning_rate": 2.30615072228183e-06, |
|
"loss": 0.0078, |
|
"step": 305 |
|
}, |
|
{ |
|
"epoch": 0.95, |
|
"grad_norm": 0.00039339735065362075, |
|
"learning_rate": 1.2994027370611173e-06, |
|
"loss": 0.0076, |
|
"step": 310 |
|
}, |
|
{ |
|
"epoch": 0.97, |
|
"grad_norm": 0.00043214757348710424, |
|
"learning_rate": 5.782093106048159e-07, |
|
"loss": 0.0077, |
|
"step": 315 |
|
}, |
|
{ |
|
"epoch": 0.98, |
|
"grad_norm": 0.00040109280842680117, |
|
"learning_rate": 1.446569558255395e-07, |
|
"loss": 0.0259, |
|
"step": 320 |
|
}, |
|
{ |
|
"epoch": 1.0, |
|
"grad_norm": 0.00039332444010680133, |
|
"learning_rate": 0.0, |
|
"loss": 0.0076, |
|
"step": 325 |
|
}, |
|
{ |
|
"epoch": 1.0, |
|
"eval_loss": NaN, |
|
"eval_runtime": 747.8903, |
|
"eval_samples_per_second": 1.546, |
|
"eval_steps_per_second": 0.386, |
|
"step": 325 |
|
}, |
|
{ |
|
"epoch": 1.0, |
|
"step": 325, |
|
"total_flos": 5880639324684288.0, |
|
"train_loss": 0.15147324924285596, |
|
"train_runtime": 6121.0939, |
|
"train_samples_per_second": 1.698, |
|
"train_steps_per_second": 0.053 |
|
} |
|
], |
|
"logging_steps": 5, |
|
"max_steps": 325, |
|
"num_input_tokens_seen": 0, |
|
"num_train_epochs": 1, |
|
"save_steps": 40, |
|
"total_flos": 5880639324684288.0, |
|
"train_batch_size": 4, |
|
"trial_name": null, |
|
"trial_params": null |
|
} |
|
|