GaMS3-12B-Instruct-Lex / trainer_state.json
tknez's picture
Upload model checkpoint v2
c3e27cb verified
Raw History Blame Contribute Delete
13.1 kB
{
"best_global_step": null,
"best_metric": null,
"best_model_checkpoint": null,
"epoch": 1.3722533390779836,
"eval_steps": 200,
"global_step": 200,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.034467901766479965,
"grad_norm": 14.77929973602295,
"learning_rate": 1.3333333333333336e-07,
"loss": 1.1838324546813965,
"num_input_tokens_seen": 763216,
"step": 5,
"train_runtime": 194.2336,
"train_tokens_per_second": 3929.372
},
{
"epoch": 0.06893580353295993,
"grad_norm": 12.38934326171875,
"learning_rate": 3.0000000000000004e-07,
"loss": 1.1945976257324218,
"num_input_tokens_seen": 1580304,
"step": 10,
"train_runtime": 435.5774,
"train_tokens_per_second": 3628.067
},
{
"epoch": 0.1034037052994399,
"grad_norm": 8.67546558380127,
"learning_rate": 4.666666666666667e-07,
"loss": 1.135545539855957,
"num_input_tokens_seen": 2409616,
"step": 15,
"train_runtime": 661.463,
"train_tokens_per_second": 3642.859
},
{
"epoch": 0.13787160706591986,
"grad_norm": 5.253643989562988,
"learning_rate": 6.333333333333334e-07,
"loss": 1.0469856262207031,
"num_input_tokens_seen": 3198880,
"step": 20,
"train_runtime": 886.8402,
"train_tokens_per_second": 3607.054
},
{
"epoch": 0.17233950883239982,
"grad_norm": 7.118396759033203,
"learning_rate": 8.000000000000001e-07,
"loss": 1.0419632911682128,
"num_input_tokens_seen": 3947184,
"step": 25,
"train_runtime": 1087.6324,
"train_tokens_per_second": 3629.153
},
{
"epoch": 0.2068074105988798,
"grad_norm": 3.814739465713501,
"learning_rate": 9.666666666666668e-07,
"loss": 0.9899843215942383,
"num_input_tokens_seen": 4812960,
"step": 30,
"train_runtime": 1327.9833,
"train_tokens_per_second": 3624.263
},
{
"epoch": 0.24127531236535976,
"grad_norm": 2.879802942276001,
"learning_rate": 1.1333333333333334e-06,
"loss": 0.881479549407959,
"num_input_tokens_seen": 5571696,
"step": 35,
"train_runtime": 1533.2898,
"train_tokens_per_second": 3633.818
},
{
"epoch": 0.2757432141318397,
"grad_norm": 3.848572015762329,
"learning_rate": 1.3e-06,
"loss": 0.9485733032226562,
"num_input_tokens_seen": 6305024,
"step": 40,
"train_runtime": 1724.1275,
"train_tokens_per_second": 3656.936
},
{
"epoch": 0.3102111158983197,
"grad_norm": 3.2666518688201904,
"learning_rate": 1.4666666666666669e-06,
"loss": 0.9032028198242188,
"num_input_tokens_seen": 7011248,
"step": 45,
"train_runtime": 1918.5938,
"train_tokens_per_second": 3654.368
},
{
"epoch": 0.34467901766479964,
"grad_norm": 3.2290165424346924,
"learning_rate": 1.6333333333333335e-06,
"loss": 0.8558422088623047,
"num_input_tokens_seen": 7775856,
"step": 50,
"train_runtime": 2122.8803,
"train_tokens_per_second": 3662.88
},
{
"epoch": 0.3791469194312796,
"grad_norm": 2.6570162773132324,
"learning_rate": 1.8000000000000001e-06,
"loss": 0.8577234268188476,
"num_input_tokens_seen": 8615568,
"step": 55,
"train_runtime": 2358.8841,
"train_tokens_per_second": 3652.391
},
{
"epoch": 0.4136148211977596,
"grad_norm": 2.952378511428833,
"learning_rate": 1.9666666666666668e-06,
"loss": 0.841306209564209,
"num_input_tokens_seen": 9449232,
"step": 60,
"train_runtime": 2589.9555,
"train_tokens_per_second": 3648.415
},
{
"epoch": 0.44808272296423957,
"grad_norm": 2.7049005031585693,
"learning_rate": 2.133333333333334e-06,
"loss": 0.8797351837158203,
"num_input_tokens_seen": 10336816,
"step": 65,
"train_runtime": 2834.4719,
"train_tokens_per_second": 3646.823
},
{
"epoch": 0.4825506247307195,
"grad_norm": 3.8687472343444824,
"learning_rate": 2.3000000000000004e-06,
"loss": 0.8679376602172851,
"num_input_tokens_seen": 11152672,
"step": 70,
"train_runtime": 3068.1857,
"train_tokens_per_second": 3634.94
},
{
"epoch": 0.5170185264971995,
"grad_norm": 3.071903705596924,
"learning_rate": 2.466666666666667e-06,
"loss": 0.8320528030395508,
"num_input_tokens_seen": 11986736,
"step": 75,
"train_runtime": 3312.496,
"train_tokens_per_second": 3618.642
},
{
"epoch": 0.5514864282636794,
"grad_norm": 3.149940252304077,
"learning_rate": 2.6333333333333332e-06,
"loss": 0.8066154479980469,
"num_input_tokens_seen": 12906032,
"step": 80,
"train_runtime": 3581.749,
"train_tokens_per_second": 3603.277
},
{
"epoch": 0.5859543300301594,
"grad_norm": 2.614154815673828,
"learning_rate": 2.8000000000000003e-06,
"loss": 0.9063267707824707,
"num_input_tokens_seen": 13654768,
"step": 85,
"train_runtime": 3783.4247,
"train_tokens_per_second": 3609.103
},
{
"epoch": 0.6204222317966394,
"grad_norm": 2.9211513996124268,
"learning_rate": 2.9666666666666673e-06,
"loss": 0.8308260917663575,
"num_input_tokens_seen": 14459312,
"step": 90,
"train_runtime": 4017.7253,
"train_tokens_per_second": 3598.88
},
{
"epoch": 0.6548901335631193,
"grad_norm": 3.020777702331543,
"learning_rate": 3.133333333333334e-06,
"loss": 0.7900361061096192,
"num_input_tokens_seen": 15329440,
"step": 95,
"train_runtime": 4289.7023,
"train_tokens_per_second": 3573.544
},
{
"epoch": 0.6893580353295993,
"grad_norm": 2.8474903106689453,
"learning_rate": 3.3000000000000006e-06,
"loss": 0.7851523399353028,
"num_input_tokens_seen": 16187808,
"step": 100,
"train_runtime": 4560.5791,
"train_tokens_per_second": 3549.507
},
{
"epoch": 0.7238259370960792,
"grad_norm": 3.340893507003784,
"learning_rate": 3.4666666666666672e-06,
"loss": 0.8186498641967773,
"num_input_tokens_seen": 17039232,
"step": 105,
"train_runtime": 4811.3877,
"train_tokens_per_second": 3541.438
},
{
"epoch": 0.7582938388625592,
"grad_norm": 4.5749640464782715,
"learning_rate": 3.633333333333334e-06,
"loss": 0.7917331695556641,
"num_input_tokens_seen": 17895712,
"step": 110,
"train_runtime": 5065.4959,
"train_tokens_per_second": 3532.865
},
{
"epoch": 0.7927617406290393,
"grad_norm": 2.5426993370056152,
"learning_rate": 3.8000000000000005e-06,
"loss": 0.805422592163086,
"num_input_tokens_seen": 18782352,
"step": 115,
"train_runtime": 5320.4956,
"train_tokens_per_second": 3530.188
},
{
"epoch": 0.8272296423955192,
"grad_norm": 2.7823312282562256,
"learning_rate": 3.966666666666667e-06,
"loss": 0.8618875503540039,
"num_input_tokens_seen": 19706272,
"step": 120,
"train_runtime": 5600.0798,
"train_tokens_per_second": 3518.927
},
{
"epoch": 0.8616975441619992,
"grad_norm": 3.244311809539795,
"learning_rate": 4.133333333333333e-06,
"loss": 0.8201093673706055,
"num_input_tokens_seen": 20649888,
"step": 125,
"train_runtime": 5884.6585,
"train_tokens_per_second": 3509.106
},
{
"epoch": 0.8961654459284791,
"grad_norm": 2.4104573726654053,
"learning_rate": 4.3e-06,
"loss": 0.8672359466552735,
"num_input_tokens_seen": 21475840,
"step": 130,
"train_runtime": 6117.6488,
"train_tokens_per_second": 3510.473
},
{
"epoch": 0.9306333476949591,
"grad_norm": 2.78433895111084,
"learning_rate": 4.4666666666666665e-06,
"loss": 0.874744987487793,
"num_input_tokens_seen": 22324272,
"step": 135,
"train_runtime": 6379.4873,
"train_tokens_per_second": 3499.383
},
{
"epoch": 0.965101249461439,
"grad_norm": 2.9161031246185303,
"learning_rate": 4.633333333333334e-06,
"loss": 0.7852656364440918,
"num_input_tokens_seen": 23122368,
"step": 140,
"train_runtime": 6604.2994,
"train_tokens_per_second": 3501.108
},
{
"epoch": 0.999569151227919,
"grad_norm": 4.696719169616699,
"learning_rate": 4.800000000000001e-06,
"loss": 0.8108936309814453,
"num_input_tokens_seen": 23932368,
"step": 145,
"train_runtime": 6838.5342,
"train_tokens_per_second": 3499.634
},
{
"epoch": 1.027574321413184,
"grad_norm": 2.551420211791992,
"learning_rate": 4.966666666666667e-06,
"loss": 0.713538122177124,
"num_input_tokens_seen": 24582112,
"step": 150,
"train_runtime": 7009.9112,
"train_tokens_per_second": 3506.765
},
{
"epoch": 1.062042223179664,
"grad_norm": 2.4008963108062744,
"learning_rate": 4.997620553954645e-06,
"loss": 0.6745035171508789,
"num_input_tokens_seen": 25397968,
"step": 155,
"train_runtime": 7243.1623,
"train_tokens_per_second": 3506.475
},
{
"epoch": 1.096510124946144,
"grad_norm": 2.7162740230560303,
"learning_rate": 4.987961816680493e-06,
"loss": 0.6937138080596924,
"num_input_tokens_seen": 26289504,
"step": 160,
"train_runtime": 7514.0888,
"train_tokens_per_second": 3498.695
},
{
"epoch": 1.130978026712624,
"grad_norm": 3.437391996383667,
"learning_rate": 4.970903776169403e-06,
"loss": 0.6533127784729004,
"num_input_tokens_seen": 27060384,
"step": 165,
"train_runtime": 7729.4081,
"train_tokens_per_second": 3500.965
},
{
"epoch": 1.1654459284791039,
"grad_norm": 2.6510908603668213,
"learning_rate": 4.9464971637523465e-06,
"loss": 0.7480425834655762,
"num_input_tokens_seen": 27845072,
"step": 170,
"train_runtime": 7950.7509,
"train_tokens_per_second": 3502.194
},
{
"epoch": 1.1999138302455838,
"grad_norm": 2.822885036468506,
"learning_rate": 4.914814565722671e-06,
"loss": 0.7171806335449219,
"num_input_tokens_seen": 28641024,
"step": 175,
"train_runtime": 8174.1371,
"train_tokens_per_second": 3503.859
},
{
"epoch": 1.2343817320120638,
"grad_norm": 3.3805811405181885,
"learning_rate": 4.875950207461403e-06,
"loss": 0.6780893802642822,
"num_input_tokens_seen": 29432784,
"step": 180,
"train_runtime": 8407.0246,
"train_tokens_per_second": 3500.975
},
{
"epoch": 1.2688496337785438,
"grad_norm": 2.527313709259033,
"learning_rate": 4.830019673206997e-06,
"loss": 0.6984196662902832,
"num_input_tokens_seen": 30224352,
"step": 185,
"train_runtime": 8632.6235,
"train_tokens_per_second": 3501.178
},
{
"epoch": 1.3033175355450237,
"grad_norm": 3.7762036323547363,
"learning_rate": 4.77715956230294e-06,
"loss": 0.6465680599212646,
"num_input_tokens_seen": 31085888,
"step": 190,
"train_runtime": 8907.5477,
"train_tokens_per_second": 3489.837
},
{
"epoch": 1.3377854373115037,
"grad_norm": 2.801496982574463,
"learning_rate": 4.717527082945555e-06,
"loss": 0.6420586585998536,
"num_input_tokens_seen": 31874240,
"step": 195,
"train_runtime": 9141.109,
"train_tokens_per_second": 3486.912
},
{
"epoch": 1.3722533390779836,
"grad_norm": 3.313443660736084,
"learning_rate": 4.651299584640198e-06,
"loss": 0.7168011665344238,
"num_input_tokens_seen": 32621712,
"step": 200,
"train_runtime": 9343.2559,
"train_tokens_per_second": 3491.472
},
{
"epoch": 1.3722533390779836,
"eval_loss": 0.5891635417938232,
"eval_runtime": 41.6296,
"eval_samples_per_second": 23.493,
"eval_steps_per_second": 11.746,
"num_input_tokens_seen": 32621712,
"step": 200
}
],
"logging_steps": 5,
"max_steps": 438,
"num_input_tokens_seen": 32621712,
"num_train_epochs": 3,
"save_steps": 200,
"stateful_callbacks": {
"TrainerControl": {
"args": {
"should_epoch_stop": false,
"should_evaluate": false,
"should_log": false,
"should_save": true,
"should_training_stop": false
},
"attributes": {}
}
},
"total_flos": 2.1058924130661827e+18,
"train_batch_size": 2,
"trial_name": null,
"trial_params": null
}