CoLeG-Math-13B / trainer_state.json
xx
CoLeG-Math-13B
843198c
raw
history blame contribute delete
No virus
9.6 kB
{
"best_metric": null,
"best_model_checkpoint": null,
"epoch": 3.0,
"eval_steps": 500,
"global_step": 1197,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.05,
"grad_norm": 0.96484375,
"learning_rate": 1.1111111111111113e-05,
"loss": 0.4919,
"step": 20
},
{
"epoch": 0.1,
"grad_norm": 0.68359375,
"learning_rate": 1.9999414238190722e-05,
"loss": 0.3018,
"step": 40
},
{
"epoch": 0.15,
"grad_norm": 0.59765625,
"learning_rate": 1.9978919779420427e-05,
"loss": 0.2632,
"step": 60
},
{
"epoch": 0.2,
"grad_norm": 0.57421875,
"learning_rate": 1.9929205817437334e-05,
"loss": 0.2528,
"step": 80
},
{
"epoch": 0.25,
"grad_norm": 0.5625,
"learning_rate": 1.9850417920830427e-05,
"loss": 0.2423,
"step": 100
},
{
"epoch": 0.3,
"grad_norm": 0.58203125,
"learning_rate": 1.9742786790241548e-05,
"loss": 0.2366,
"step": 120
},
{
"epoch": 0.35,
"grad_norm": 0.53515625,
"learning_rate": 1.9606627582845587e-05,
"loss": 0.2325,
"step": 140
},
{
"epoch": 0.4,
"grad_norm": 0.54296875,
"learning_rate": 1.944233898953152e-05,
"loss": 0.2294,
"step": 160
},
{
"epoch": 0.45,
"grad_norm": 0.57421875,
"learning_rate": 1.9250402067486523e-05,
"loss": 0.2258,
"step": 180
},
{
"epoch": 0.5,
"grad_norm": 0.5625,
"learning_rate": 1.9031378831601425e-05,
"loss": 0.2233,
"step": 200
},
{
"epoch": 0.55,
"grad_norm": 0.5625,
"learning_rate": 1.878591060882203e-05,
"loss": 0.2191,
"step": 220
},
{
"epoch": 0.6,
"grad_norm": 0.56640625,
"learning_rate": 1.851471616026505e-05,
"loss": 0.2178,
"step": 240
},
{
"epoch": 0.65,
"grad_norm": 0.57421875,
"learning_rate": 1.8218589576597203e-05,
"loss": 0.2141,
"step": 260
},
{
"epoch": 0.7,
"grad_norm": 0.5625,
"learning_rate": 1.789839795284022e-05,
"loss": 0.2169,
"step": 280
},
{
"epoch": 0.75,
"grad_norm": 0.546875,
"learning_rate": 1.7555078849410044e-05,
"loss": 0.2144,
"step": 300
},
{
"epoch": 0.8,
"grad_norm": 0.81640625,
"learning_rate": 1.7189637546824752e-05,
"loss": 0.2083,
"step": 320
},
{
"epoch": 0.85,
"grad_norm": 0.57421875,
"learning_rate": 1.680314410211967e-05,
"loss": 0.2087,
"step": 340
},
{
"epoch": 0.9,
"grad_norm": 0.56640625,
"learning_rate": 1.6396730215588913e-05,
"loss": 0.2089,
"step": 360
},
{
"epoch": 0.95,
"grad_norm": 0.5390625,
"learning_rate": 1.5971585917027864e-05,
"loss": 0.2073,
"step": 380
},
{
"epoch": 1.0,
"grad_norm": 0.57421875,
"learning_rate": 1.552895608117971e-05,
"loss": 0.2058,
"step": 400
},
{
"epoch": 1.05,
"grad_norm": 0.5703125,
"learning_rate": 1.5070136782589236e-05,
"loss": 0.1761,
"step": 420
},
{
"epoch": 1.1,
"grad_norm": 0.58984375,
"learning_rate": 1.4596471500537334e-05,
"loss": 0.1746,
"step": 440
},
{
"epoch": 1.15,
"grad_norm": 0.56640625,
"learning_rate": 1.4109347185168577e-05,
"loss": 0.175,
"step": 460
},
{
"epoch": 1.2,
"grad_norm": 0.6015625,
"learning_rate": 1.3610190196330777e-05,
"loss": 0.1722,
"step": 480
},
{
"epoch": 1.25,
"grad_norm": 0.62109375,
"learning_rate": 1.3100462127018108e-05,
"loss": 0.1749,
"step": 500
},
{
"epoch": 1.3,
"grad_norm": 0.58984375,
"learning_rate": 1.2581655523647234e-05,
"loss": 0.1742,
"step": 520
},
{
"epoch": 1.35,
"grad_norm": 0.61328125,
"learning_rate": 1.2055289515698008e-05,
"loss": 0.1729,
"step": 540
},
{
"epoch": 1.4,
"grad_norm": 0.5625,
"learning_rate": 1.1522905367515705e-05,
"loss": 0.1733,
"step": 560
},
{
"epoch": 1.45,
"grad_norm": 0.77734375,
"learning_rate": 1.0986061965299646e-05,
"loss": 0.1711,
"step": 580
},
{
"epoch": 1.5,
"grad_norm": 0.57421875,
"learning_rate": 1.0446331252492864e-05,
"loss": 0.1741,
"step": 600
},
{
"epoch": 1.55,
"grad_norm": 0.5625,
"learning_rate": 9.905293626938564e-06,
"loss": 0.1712,
"step": 620
},
{
"epoch": 1.6,
"grad_norm": 0.60546875,
"learning_rate": 9.364533313281056e-06,
"loss": 0.1699,
"step": 640
},
{
"epoch": 1.65,
"grad_norm": 0.609375,
"learning_rate": 8.825633724161336e-06,
"loss": 0.1714,
"step": 660
},
{
"epoch": 1.7,
"grad_norm": 0.57421875,
"learning_rate": 8.290172823790337e-06,
"loss": 0.1689,
"step": 680
},
{
"epoch": 1.75,
"grad_norm": 0.6015625,
"learning_rate": 7.759718507475822e-06,
"loss": 0.1703,
"step": 700
},
{
"epoch": 1.8,
"grad_norm": 0.578125,
"learning_rate": 7.235824010632284e-06,
"loss": 0.1708,
"step": 720
},
{
"epoch": 1.85,
"grad_norm": 0.59765625,
"learning_rate": 6.720023360716818e-06,
"loss": 0.171,
"step": 740
},
{
"epoch": 1.9,
"grad_norm": 0.60546875,
"learning_rate": 6.2138268854082094e-06,
"loss": 0.1667,
"step": 760
},
{
"epoch": 1.95,
"grad_norm": 0.6015625,
"learning_rate": 5.7187167901819665e-06,
"loss": 0.1709,
"step": 780
},
{
"epoch": 2.01,
"grad_norm": 0.56640625,
"learning_rate": 5.236142818230518e-06,
"loss": 0.1676,
"step": 800
},
{
"epoch": 2.06,
"grad_norm": 0.59765625,
"learning_rate": 4.767518005437073e-06,
"loss": 0.1536,
"step": 820
},
{
"epoch": 2.11,
"grad_norm": 0.609375,
"learning_rate": 4.314214542832889e-06,
"loss": 0.1526,
"step": 840
},
{
"epoch": 2.16,
"grad_norm": 0.59375,
"learning_rate": 3.877559758653358e-06,
"loss": 0.1559,
"step": 860
},
{
"epoch": 2.21,
"grad_norm": 0.63671875,
"learning_rate": 3.4588322317578395e-06,
"loss": 0.1529,
"step": 880
},
{
"epoch": 2.26,
"grad_norm": 0.5703125,
"learning_rate": 3.0592580477936606e-06,
"loss": 0.1515,
"step": 900
},
{
"epoch": 2.31,
"grad_norm": 0.61328125,
"learning_rate": 2.6800072090667085e-06,
"loss": 0.1516,
"step": 920
},
{
"epoch": 2.36,
"grad_norm": 0.61328125,
"learning_rate": 2.3221902086308943e-06,
"loss": 0.1515,
"step": 940
},
{
"epoch": 2.41,
"grad_norm": 0.6015625,
"learning_rate": 1.986854778628067e-06,
"loss": 0.1533,
"step": 960
},
{
"epoch": 2.46,
"grad_norm": 0.64453125,
"learning_rate": 1.67498282239956e-06,
"loss": 0.1528,
"step": 980
},
{
"epoch": 2.51,
"grad_norm": 0.59375,
"learning_rate": 1.3874875393525722e-06,
"loss": 0.1508,
"step": 1000
},
{
"epoch": 2.56,
"grad_norm": 0.61328125,
"learning_rate": 1.1252107510000843e-06,
"loss": 0.1519,
"step": 1020
},
{
"epoch": 2.61,
"grad_norm": 0.625,
"learning_rate": 8.889204360040471e-07,
"loss": 0.1502,
"step": 1040
},
{
"epoch": 2.66,
"grad_norm": 0.62890625,
"learning_rate": 6.793084814394945e-07,
"loss": 0.1526,
"step": 1060
},
{
"epoch": 2.71,
"grad_norm": 0.62109375,
"learning_rate": 4.969886568641757e-07,
"loss": 0.1513,
"step": 1080
},
{
"epoch": 2.76,
"grad_norm": 0.61328125,
"learning_rate": 3.424948171258824e-07,
"loss": 0.1525,
"step": 1100
},
{
"epoch": 2.81,
"grad_norm": 0.62890625,
"learning_rate": 2.16279339169847e-07,
"loss": 0.1549,
"step": 1120
},
{
"epoch": 2.86,
"grad_norm": 0.6171875,
"learning_rate": 1.1871179742348416e-07,
"loss": 0.1494,
"step": 1140
},
{
"epoch": 2.91,
"grad_norm": 0.61328125,
"learning_rate": 5.007788163703842e-08,
"loss": 0.1536,
"step": 1160
},
{
"epoch": 2.96,
"grad_norm": 0.65234375,
"learning_rate": 1.0578560348905031e-08,
"loss": 0.1532,
"step": 1180
},
{
"epoch": 3.0,
"step": 1197,
"total_flos": 1.7005983975572767e+18,
"train_loss": 0.18855523903766272,
"train_runtime": 5513.3521,
"train_samples_per_second": 31.264,
"train_steps_per_second": 0.217
}
],
"logging_steps": 20,
"max_steps": 1197,
"num_input_tokens_seen": 0,
"num_train_epochs": 3,
"save_steps": 10000,
"total_flos": 1.7005983975572767e+18,
"train_batch_size": 36,
"trial_name": null,
"trial_params": null
}