eeeebbb2's picture
Training in progress, step 50, checkpoint
04e595b verified
{
"best_metric": 0.3318357467651367,
"best_model_checkpoint": "miner_id_24/checkpoint-50",
"epoch": 2.8703374777975132,
"eval_steps": 25,
"global_step": 50,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.056838365896980464,
"grad_norm": 9.934815406799316,
"learning_rate": 5e-05,
"loss": 2.4198,
"step": 1
},
{
"epoch": 0.056838365896980464,
"eval_loss": 2.6544065475463867,
"eval_runtime": 1.4201,
"eval_samples_per_second": 35.209,
"eval_steps_per_second": 9.154,
"step": 1
},
{
"epoch": 0.11367673179396093,
"grad_norm": 10.013323783874512,
"learning_rate": 0.0001,
"loss": 2.4429,
"step": 2
},
{
"epoch": 0.1705150976909414,
"grad_norm": 6.692012786865234,
"learning_rate": 9.990365154573717e-05,
"loss": 2.112,
"step": 3
},
{
"epoch": 0.22735346358792186,
"grad_norm": 5.411765098571777,
"learning_rate": 9.961501876182148e-05,
"loss": 1.5513,
"step": 4
},
{
"epoch": 0.2841918294849023,
"grad_norm": 3.5160973072052,
"learning_rate": 9.913533761814537e-05,
"loss": 1.028,
"step": 5
},
{
"epoch": 0.3410301953818828,
"grad_norm": 3.2901923656463623,
"learning_rate": 9.846666218300807e-05,
"loss": 0.8045,
"step": 6
},
{
"epoch": 0.3978685612788632,
"grad_norm": 2.3307533264160156,
"learning_rate": 9.761185582727977e-05,
"loss": 0.5893,
"step": 7
},
{
"epoch": 0.4547069271758437,
"grad_norm": 1.451710820198059,
"learning_rate": 9.657457896300791e-05,
"loss": 0.6319,
"step": 8
},
{
"epoch": 0.5115452930728241,
"grad_norm": 1.1875934600830078,
"learning_rate": 9.535927336897098e-05,
"loss": 0.5036,
"step": 9
},
{
"epoch": 0.5683836589698046,
"grad_norm": 1.0255441665649414,
"learning_rate": 9.397114317029975e-05,
"loss": 0.4298,
"step": 10
},
{
"epoch": 0.6252220248667851,
"grad_norm": 1.1630241870880127,
"learning_rate": 9.241613255361455e-05,
"loss": 0.5249,
"step": 11
},
{
"epoch": 0.6820603907637656,
"grad_norm": 0.9122489094734192,
"learning_rate": 9.070090031310558e-05,
"loss": 0.4253,
"step": 12
},
{
"epoch": 0.738898756660746,
"grad_norm": 0.9681995511054993,
"learning_rate": 8.883279133655399e-05,
"loss": 0.4728,
"step": 13
},
{
"epoch": 0.7957371225577264,
"grad_norm": 0.7876354455947876,
"learning_rate": 8.681980515339464e-05,
"loss": 0.3958,
"step": 14
},
{
"epoch": 0.8525754884547069,
"grad_norm": 0.800581693649292,
"learning_rate": 8.467056167950311e-05,
"loss": 0.4924,
"step": 15
},
{
"epoch": 0.9094138543516874,
"grad_norm": 0.8582223057746887,
"learning_rate": 8.239426430539243e-05,
"loss": 0.4756,
"step": 16
},
{
"epoch": 0.9662522202486679,
"grad_norm": 0.768711507320404,
"learning_rate": 8.000066048588211e-05,
"loss": 0.4044,
"step": 17
},
{
"epoch": 1.0373001776198933,
"grad_norm": 1.4927573204040527,
"learning_rate": 7.75e-05,
"loss": 0.6043,
"step": 18
},
{
"epoch": 1.0941385435168738,
"grad_norm": 0.6560688018798828,
"learning_rate": 7.490299105985507e-05,
"loss": 0.3224,
"step": 19
},
{
"epoch": 1.1509769094138544,
"grad_norm": 0.7688695192337036,
"learning_rate": 7.222075445642904e-05,
"loss": 0.4185,
"step": 20
},
{
"epoch": 1.2078152753108349,
"grad_norm": 0.6545513272285461,
"learning_rate": 6.946477593864228e-05,
"loss": 0.335,
"step": 21
},
{
"epoch": 1.2646536412078153,
"grad_norm": 0.7087210416793823,
"learning_rate": 6.664685702961344e-05,
"loss": 0.326,
"step": 22
},
{
"epoch": 1.3214920071047958,
"grad_norm": 0.697533905506134,
"learning_rate": 6.377906449072578e-05,
"loss": 0.3226,
"step": 23
},
{
"epoch": 1.3783303730017762,
"grad_norm": 0.7587358951568604,
"learning_rate": 6.087367864990233e-05,
"loss": 0.3534,
"step": 24
},
{
"epoch": 1.4351687388987566,
"grad_norm": 0.7912662625312805,
"learning_rate": 5.794314081535644e-05,
"loss": 0.3522,
"step": 25
},
{
"epoch": 1.4351687388987566,
"eval_loss": 0.3542141020298004,
"eval_runtime": 1.4703,
"eval_samples_per_second": 34.007,
"eval_steps_per_second": 8.842,
"step": 25
},
{
"epoch": 1.492007104795737,
"grad_norm": 0.7071423530578613,
"learning_rate": 5.500000000000001e-05,
"loss": 0.3258,
"step": 26
},
{
"epoch": 1.5488454706927177,
"grad_norm": 0.6703159809112549,
"learning_rate": 5.205685918464356e-05,
"loss": 0.2989,
"step": 27
},
{
"epoch": 1.605683836589698,
"grad_norm": 0.7624469995498657,
"learning_rate": 4.912632135009769e-05,
"loss": 0.3332,
"step": 28
},
{
"epoch": 1.6625222024866786,
"grad_norm": 0.7111221551895142,
"learning_rate": 4.6220935509274235e-05,
"loss": 0.2975,
"step": 29
},
{
"epoch": 1.7193605683836588,
"grad_norm": 0.742264449596405,
"learning_rate": 4.3353142970386564e-05,
"loss": 0.3184,
"step": 30
},
{
"epoch": 1.7761989342806395,
"grad_norm": 0.7061470746994019,
"learning_rate": 4.053522406135775e-05,
"loss": 0.2985,
"step": 31
},
{
"epoch": 1.83303730017762,
"grad_norm": 0.6659010052680969,
"learning_rate": 3.777924554357096e-05,
"loss": 0.2693,
"step": 32
},
{
"epoch": 1.8898756660746003,
"grad_norm": 0.7084206342697144,
"learning_rate": 3.509700894014496e-05,
"loss": 0.2736,
"step": 33
},
{
"epoch": 1.9467140319715808,
"grad_norm": 0.7416772842407227,
"learning_rate": 3.250000000000001e-05,
"loss": 0.3343,
"step": 34
},
{
"epoch": 2.0177619893428065,
"grad_norm": 1.3899123668670654,
"learning_rate": 2.9999339514117912e-05,
"loss": 0.5565,
"step": 35
},
{
"epoch": 2.0746003552397867,
"grad_norm": 0.6840583682060242,
"learning_rate": 2.760573569460757e-05,
"loss": 0.2102,
"step": 36
},
{
"epoch": 2.1314387211367674,
"grad_norm": 0.6961442232131958,
"learning_rate": 2.53294383204969e-05,
"loss": 0.2701,
"step": 37
},
{
"epoch": 2.1882770870337476,
"grad_norm": 0.6428714394569397,
"learning_rate": 2.3180194846605367e-05,
"loss": 0.217,
"step": 38
},
{
"epoch": 2.2451154529307282,
"grad_norm": 0.6439923644065857,
"learning_rate": 2.1167208663446025e-05,
"loss": 0.2425,
"step": 39
},
{
"epoch": 2.301953818827709,
"grad_norm": 0.6059988141059875,
"learning_rate": 1.9299099686894423e-05,
"loss": 0.1859,
"step": 40
},
{
"epoch": 2.358792184724689,
"grad_norm": 0.6674396991729736,
"learning_rate": 1.758386744638546e-05,
"loss": 0.2118,
"step": 41
},
{
"epoch": 2.4156305506216698,
"grad_norm": 0.6682599782943726,
"learning_rate": 1.602885682970026e-05,
"loss": 0.2391,
"step": 42
},
{
"epoch": 2.47246891651865,
"grad_norm": 0.7165043354034424,
"learning_rate": 1.464072663102903e-05,
"loss": 0.282,
"step": 43
},
{
"epoch": 2.5293072824156306,
"grad_norm": 0.6763691902160645,
"learning_rate": 1.3425421036992098e-05,
"loss": 0.2266,
"step": 44
},
{
"epoch": 2.586145648312611,
"grad_norm": 0.6700581312179565,
"learning_rate": 1.2388144172720251e-05,
"loss": 0.2136,
"step": 45
},
{
"epoch": 2.6429840142095915,
"grad_norm": 0.6825120449066162,
"learning_rate": 1.1533337816991932e-05,
"loss": 0.2172,
"step": 46
},
{
"epoch": 2.699822380106572,
"grad_norm": 0.6850205659866333,
"learning_rate": 1.0864662381854632e-05,
"loss": 0.2504,
"step": 47
},
{
"epoch": 2.7566607460035524,
"grad_norm": 0.8236407041549683,
"learning_rate": 1.0384981238178534e-05,
"loss": 0.2738,
"step": 48
},
{
"epoch": 2.8134991119005326,
"grad_norm": 0.7022649645805359,
"learning_rate": 1.0096348454262845e-05,
"loss": 0.2272,
"step": 49
},
{
"epoch": 2.8703374777975132,
"grad_norm": 0.7667473554611206,
"learning_rate": 1e-05,
"loss": 0.2614,
"step": 50
},
{
"epoch": 2.8703374777975132,
"eval_loss": 0.3318357467651367,
"eval_runtime": 1.4602,
"eval_samples_per_second": 34.243,
"eval_steps_per_second": 8.903,
"step": 50
}
],
"logging_steps": 1,
"max_steps": 50,
"num_input_tokens_seen": 0,
"num_train_epochs": 3,
"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": 1.589463780163584e+17,
"train_batch_size": 1,
"trial_name": null,
"trial_params": null
}