bbytxt's picture
Training in progress, step 50, checkpoint
92c5895 verified
{
"best_metric": 1.0614150762557983,
"best_model_checkpoint": "miner_id_24/checkpoint-50",
"epoch": 0.15464913976416006,
"eval_steps": 25,
"global_step": 50,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.003092982795283201,
"grad_norm": 63.227630615234375,
"learning_rate": 1e-05,
"loss": 25.075,
"step": 1
},
{
"epoch": 0.003092982795283201,
"eval_loss": 1.5490102767944336,
"eval_runtime": 149.2754,
"eval_samples_per_second": 3.651,
"eval_steps_per_second": 1.829,
"step": 1
},
{
"epoch": 0.006185965590566402,
"grad_norm": 66.90909576416016,
"learning_rate": 2e-05,
"loss": 23.6882,
"step": 2
},
{
"epoch": 0.009278948385849604,
"grad_norm": 63.644508361816406,
"learning_rate": 3e-05,
"loss": 23.8152,
"step": 3
},
{
"epoch": 0.012371931181132804,
"grad_norm": 66.12242126464844,
"learning_rate": 4e-05,
"loss": 24.5011,
"step": 4
},
{
"epoch": 0.015464913976416006,
"grad_norm": 37.521697998046875,
"learning_rate": 5e-05,
"loss": 20.4137,
"step": 5
},
{
"epoch": 0.01855789677169921,
"grad_norm": 36.76587677001953,
"learning_rate": 6e-05,
"loss": 21.0439,
"step": 6
},
{
"epoch": 0.02165087956698241,
"grad_norm": 35.1934928894043,
"learning_rate": 7e-05,
"loss": 19.4824,
"step": 7
},
{
"epoch": 0.02474386236226561,
"grad_norm": 34.91908645629883,
"learning_rate": 8e-05,
"loss": 18.7023,
"step": 8
},
{
"epoch": 0.02783684515754881,
"grad_norm": 37.3280143737793,
"learning_rate": 9e-05,
"loss": 19.6331,
"step": 9
},
{
"epoch": 0.03092982795283201,
"grad_norm": 33.82084655761719,
"learning_rate": 0.0001,
"loss": 19.1644,
"step": 10
},
{
"epoch": 0.034022810748115216,
"grad_norm": 28.904260635375977,
"learning_rate": 9.98458666866564e-05,
"loss": 18.3894,
"step": 11
},
{
"epoch": 0.03711579354339842,
"grad_norm": 33.33706283569336,
"learning_rate": 9.938441702975689e-05,
"loss": 19.5411,
"step": 12
},
{
"epoch": 0.04020877633868162,
"grad_norm": 28.71995735168457,
"learning_rate": 9.861849601988383e-05,
"loss": 17.7854,
"step": 13
},
{
"epoch": 0.04330175913396482,
"grad_norm": 24.508121490478516,
"learning_rate": 9.755282581475769e-05,
"loss": 17.7444,
"step": 14
},
{
"epoch": 0.046394741929248015,
"grad_norm": 25.298206329345703,
"learning_rate": 9.619397662556435e-05,
"loss": 17.419,
"step": 15
},
{
"epoch": 0.04948772472453122,
"grad_norm": 26.203685760498047,
"learning_rate": 9.45503262094184e-05,
"loss": 17.0621,
"step": 16
},
{
"epoch": 0.05258070751981442,
"grad_norm": 28.71617889404297,
"learning_rate": 9.263200821770461e-05,
"loss": 19.3019,
"step": 17
},
{
"epoch": 0.05567369031509762,
"grad_norm": 24.17940902709961,
"learning_rate": 9.045084971874738e-05,
"loss": 17.6426,
"step": 18
},
{
"epoch": 0.05876667311038082,
"grad_norm": 25.524850845336914,
"learning_rate": 8.802029828000156e-05,
"loss": 17.6575,
"step": 19
},
{
"epoch": 0.06185965590566402,
"grad_norm": 30.970611572265625,
"learning_rate": 8.535533905932738e-05,
"loss": 18.1651,
"step": 20
},
{
"epoch": 0.06495263870094722,
"grad_norm": 26.73845100402832,
"learning_rate": 8.247240241650918e-05,
"loss": 17.7731,
"step": 21
},
{
"epoch": 0.06804562149623043,
"grad_norm": 27.083934783935547,
"learning_rate": 7.938926261462366e-05,
"loss": 18.8107,
"step": 22
},
{
"epoch": 0.07113860429151363,
"grad_norm": 26.337148666381836,
"learning_rate": 7.612492823579745e-05,
"loss": 17.086,
"step": 23
},
{
"epoch": 0.07423158708679684,
"grad_norm": 24.6472225189209,
"learning_rate": 7.269952498697734e-05,
"loss": 19.3557,
"step": 24
},
{
"epoch": 0.07732456988208003,
"grad_norm": 24.704971313476562,
"learning_rate": 6.91341716182545e-05,
"loss": 17.915,
"step": 25
},
{
"epoch": 0.07732456988208003,
"eval_loss": 1.0824270248413086,
"eval_runtime": 150.1751,
"eval_samples_per_second": 3.629,
"eval_steps_per_second": 1.818,
"step": 25
},
{
"epoch": 0.08041755267736324,
"grad_norm": 24.245737075805664,
"learning_rate": 6.545084971874738e-05,
"loss": 17.5508,
"step": 26
},
{
"epoch": 0.08351053547264643,
"grad_norm": 23.731287002563477,
"learning_rate": 6.167226819279528e-05,
"loss": 16.6255,
"step": 27
},
{
"epoch": 0.08660351826792964,
"grad_norm": 25.361608505249023,
"learning_rate": 5.782172325201155e-05,
"loss": 17.3047,
"step": 28
},
{
"epoch": 0.08969650106321284,
"grad_norm": 25.7116756439209,
"learning_rate": 5.392295478639225e-05,
"loss": 18.7329,
"step": 29
},
{
"epoch": 0.09278948385849603,
"grad_norm": 22.363431930541992,
"learning_rate": 5e-05,
"loss": 16.206,
"step": 30
},
{
"epoch": 0.09588246665377924,
"grad_norm": 25.386978149414062,
"learning_rate": 4.607704521360776e-05,
"loss": 18.509,
"step": 31
},
{
"epoch": 0.09897544944906243,
"grad_norm": 23.575090408325195,
"learning_rate": 4.2178276747988446e-05,
"loss": 16.8986,
"step": 32
},
{
"epoch": 0.10206843224434564,
"grad_norm": 24.97161102294922,
"learning_rate": 3.832773180720475e-05,
"loss": 18.4959,
"step": 33
},
{
"epoch": 0.10516141503962884,
"grad_norm": 22.639801025390625,
"learning_rate": 3.4549150281252636e-05,
"loss": 16.6215,
"step": 34
},
{
"epoch": 0.10825439783491204,
"grad_norm": 21.792438507080078,
"learning_rate": 3.086582838174551e-05,
"loss": 16.5128,
"step": 35
},
{
"epoch": 0.11134738063019524,
"grad_norm": 23.47806167602539,
"learning_rate": 2.7300475013022663e-05,
"loss": 16.1797,
"step": 36
},
{
"epoch": 0.11444036342547845,
"grad_norm": 20.9477596282959,
"learning_rate": 2.3875071764202563e-05,
"loss": 14.7101,
"step": 37
},
{
"epoch": 0.11753334622076164,
"grad_norm": 23.272993087768555,
"learning_rate": 2.061073738537635e-05,
"loss": 17.4994,
"step": 38
},
{
"epoch": 0.12062632901604485,
"grad_norm": 24.445510864257812,
"learning_rate": 1.7527597583490822e-05,
"loss": 18.4799,
"step": 39
},
{
"epoch": 0.12371931181132804,
"grad_norm": 21.996252059936523,
"learning_rate": 1.4644660940672627e-05,
"loss": 16.2203,
"step": 40
},
{
"epoch": 0.12681229460661125,
"grad_norm": 24.246135711669922,
"learning_rate": 1.1979701719998453e-05,
"loss": 17.0163,
"step": 41
},
{
"epoch": 0.12990527740189445,
"grad_norm": 26.47881507873535,
"learning_rate": 9.549150281252633e-06,
"loss": 17.7896,
"step": 42
},
{
"epoch": 0.13299826019717764,
"grad_norm": 22.64656639099121,
"learning_rate": 7.367991782295391e-06,
"loss": 16.8853,
"step": 43
},
{
"epoch": 0.13609124299246086,
"grad_norm": 23.412134170532227,
"learning_rate": 5.449673790581611e-06,
"loss": 16.9634,
"step": 44
},
{
"epoch": 0.13918422578774406,
"grad_norm": 23.991744995117188,
"learning_rate": 3.8060233744356633e-06,
"loss": 16.9744,
"step": 45
},
{
"epoch": 0.14227720858302725,
"grad_norm": 22.722434997558594,
"learning_rate": 2.4471741852423237e-06,
"loss": 17.6464,
"step": 46
},
{
"epoch": 0.14537019137831045,
"grad_norm": 25.069778442382812,
"learning_rate": 1.3815039801161721e-06,
"loss": 17.4536,
"step": 47
},
{
"epoch": 0.14846317417359367,
"grad_norm": 24.66384506225586,
"learning_rate": 6.15582970243117e-07,
"loss": 17.223,
"step": 48
},
{
"epoch": 0.15155615696887687,
"grad_norm": 25.479217529296875,
"learning_rate": 1.5413331334360182e-07,
"loss": 17.2031,
"step": 49
},
{
"epoch": 0.15464913976416006,
"grad_norm": 22.113872528076172,
"learning_rate": 0.0,
"loss": 19.1739,
"step": 50
},
{
"epoch": 0.15464913976416006,
"eval_loss": 1.0614150762557983,
"eval_runtime": 150.2967,
"eval_samples_per_second": 3.626,
"eval_steps_per_second": 1.816,
"step": 50
}
],
"logging_steps": 1,
"max_steps": 50,
"num_input_tokens_seen": 0,
"num_train_epochs": 1,
"save_steps": 25,
"stateful_callbacks": {
"EarlyStoppingCallback": {
"args": {
"early_stopping_patience": 1,
"early_stopping_threshold": 0.0
},
"attributes": {
"early_stopping_patience_counter": 0
}
},
"TrainerControl": {
"args": {
"should_epoch_stop": false,
"should_evaluate": false,
"should_log": false,
"should_save": true,
"should_training_stop": true
},
"attributes": {}
}
},
"total_flos": 1.5435789463506125e+17,
"train_batch_size": 2,
"trial_name": null,
"trial_params": null
}