Loong-MATH-one-new / trainer_state.json
Rixhabh's picture
Model save
1923450 verified
{
"best_global_step": null,
"best_metric": null,
"best_model_checkpoint": null,
"epoch": 0.9838187702265372,
"eval_steps": 500,
"global_step": 38,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.025889967637540454,
"grad_norm": 14.94955365537486,
"learning_rate": 2e-05,
"loss": 0.6643,
"mean_token_accuracy": 0.8553724065423012,
"num_tokens": 65536.0,
"step": 1
},
{
"epoch": 0.05177993527508091,
"grad_norm": 13.315623180611107,
"learning_rate": 1.9473684210526318e-05,
"loss": 0.452,
"mean_token_accuracy": 0.8764078170061111,
"num_tokens": 130612.0,
"step": 2
},
{
"epoch": 0.07766990291262135,
"grad_norm": 3.2684775267493738,
"learning_rate": 1.894736842105263e-05,
"loss": 0.3998,
"mean_token_accuracy": 0.8837301507592201,
"num_tokens": 196148.0,
"step": 3
},
{
"epoch": 0.10355987055016182,
"grad_norm": 3.648625597879628,
"learning_rate": 1.8421052631578947e-05,
"loss": 0.4149,
"mean_token_accuracy": 0.8796855807304382,
"num_tokens": 261684.0,
"step": 4
},
{
"epoch": 0.12944983818770225,
"grad_norm": 2.1735962344366744,
"learning_rate": 1.7894736842105264e-05,
"loss": 0.4029,
"mean_token_accuracy": 0.8861111029982567,
"num_tokens": 327220.0,
"step": 5
},
{
"epoch": 0.1553398058252427,
"grad_norm": 1.2399813671584698,
"learning_rate": 1.736842105263158e-05,
"loss": 0.3874,
"mean_token_accuracy": 0.8873015865683556,
"num_tokens": 392756.0,
"step": 6
},
{
"epoch": 0.18122977346278318,
"grad_norm": 1.2840669625935126,
"learning_rate": 1.6842105263157896e-05,
"loss": 0.3925,
"mean_token_accuracy": 0.8855463936924934,
"num_tokens": 458292.0,
"step": 7
},
{
"epoch": 0.20711974110032363,
"grad_norm": 0.9666205702654993,
"learning_rate": 1.6315789473684213e-05,
"loss": 0.4035,
"mean_token_accuracy": 0.8799450471997261,
"num_tokens": 523828.0,
"step": 8
},
{
"epoch": 0.23300970873786409,
"grad_norm": 1.0109942942154606,
"learning_rate": 1.578947368421053e-05,
"loss": 0.434,
"mean_token_accuracy": 0.8735195249319077,
"num_tokens": 589364.0,
"step": 9
},
{
"epoch": 0.2588996763754045,
"grad_norm": 1.0413113875886446,
"learning_rate": 1.5263157894736846e-05,
"loss": 0.4191,
"mean_token_accuracy": 0.8769078031182289,
"num_tokens": 654900.0,
"step": 10
},
{
"epoch": 0.284789644012945,
"grad_norm": 1.0902203237712937,
"learning_rate": 1.4736842105263159e-05,
"loss": 0.4493,
"mean_token_accuracy": 0.8699328452348709,
"num_tokens": 720436.0,
"step": 11
},
{
"epoch": 0.3106796116504854,
"grad_norm": 0.8849467554405712,
"learning_rate": 1.4210526315789475e-05,
"loss": 0.3931,
"mean_token_accuracy": 0.8852578699588776,
"num_tokens": 785579.0,
"step": 12
},
{
"epoch": 0.3365695792880259,
"grad_norm": 1.035926324924405,
"learning_rate": 1.3684210526315791e-05,
"loss": 0.39,
"mean_token_accuracy": 0.8831959590315819,
"num_tokens": 851115.0,
"step": 13
},
{
"epoch": 0.36245954692556637,
"grad_norm": 1.0026322980151723,
"learning_rate": 1.3157894736842108e-05,
"loss": 0.4184,
"mean_token_accuracy": 0.8782203868031502,
"num_tokens": 916651.0,
"step": 14
},
{
"epoch": 0.3883495145631068,
"grad_norm": 1.0102817872020193,
"learning_rate": 1.263157894736842e-05,
"loss": 0.3938,
"mean_token_accuracy": 0.8836233168840408,
"num_tokens": 982187.0,
"step": 15
},
{
"epoch": 0.41423948220064727,
"grad_norm": 0.9944421404980388,
"learning_rate": 1.2105263157894737e-05,
"loss": 0.4384,
"mean_token_accuracy": 0.8699938952922821,
"num_tokens": 1047723.0,
"step": 16
},
{
"epoch": 0.4401294498381877,
"grad_norm": 0.8998162798325435,
"learning_rate": 1.1578947368421053e-05,
"loss": 0.3713,
"mean_token_accuracy": 0.8903498351573944,
"num_tokens": 1112544.0,
"step": 17
},
{
"epoch": 0.46601941747572817,
"grad_norm": 0.9087432992292579,
"learning_rate": 1.105263157894737e-05,
"loss": 0.4036,
"mean_token_accuracy": 0.8820064589381218,
"num_tokens": 1174265.0,
"step": 18
},
{
"epoch": 0.4919093851132686,
"grad_norm": 0.8697071517631878,
"learning_rate": 1.0526315789473684e-05,
"loss": 0.3931,
"mean_token_accuracy": 0.8835927844047546,
"num_tokens": 1239801.0,
"step": 19
},
{
"epoch": 0.517799352750809,
"grad_norm": 0.8774544351292555,
"learning_rate": 1e-05,
"loss": 0.4133,
"mean_token_accuracy": 0.8790166154503822,
"num_tokens": 1303377.0,
"step": 20
},
{
"epoch": 0.5436893203883495,
"grad_norm": 0.994546197670681,
"learning_rate": 9.473684210526315e-06,
"loss": 0.4375,
"mean_token_accuracy": 0.8726342990994453,
"num_tokens": 1368913.0,
"step": 21
},
{
"epoch": 0.56957928802589,
"grad_norm": 0.9232673730081883,
"learning_rate": 8.947368421052632e-06,
"loss": 0.4048,
"mean_token_accuracy": 0.8793192803859711,
"num_tokens": 1434449.0,
"step": 22
},
{
"epoch": 0.5954692556634305,
"grad_norm": 1.0209861898624548,
"learning_rate": 8.421052631578948e-06,
"loss": 0.397,
"mean_token_accuracy": 0.8836233168840408,
"num_tokens": 1499985.0,
"step": 23
},
{
"epoch": 0.6213592233009708,
"grad_norm": 0.9046118944574179,
"learning_rate": 7.894736842105265e-06,
"loss": 0.4138,
"mean_token_accuracy": 0.8774877861142159,
"num_tokens": 1565521.0,
"step": 24
},
{
"epoch": 0.6472491909385113,
"grad_norm": 0.9351060177767945,
"learning_rate": 7.368421052631579e-06,
"loss": 0.3922,
"mean_token_accuracy": 0.8843711838126183,
"num_tokens": 1631057.0,
"step": 25
},
{
"epoch": 0.6731391585760518,
"grad_norm": 0.9167336580555596,
"learning_rate": 6.842105263157896e-06,
"loss": 0.377,
"mean_token_accuracy": 0.8888125643134117,
"num_tokens": 1696593.0,
"step": 26
},
{
"epoch": 0.6990291262135923,
"grad_norm": 0.8827610291370933,
"learning_rate": 6.31578947368421e-06,
"loss": 0.4382,
"mean_token_accuracy": 0.8711233139038086,
"num_tokens": 1762129.0,
"step": 27
},
{
"epoch": 0.7249190938511327,
"grad_norm": 0.8216978597200468,
"learning_rate": 5.789473684210527e-06,
"loss": 0.3978,
"mean_token_accuracy": 0.8840201497077942,
"num_tokens": 1827665.0,
"step": 28
},
{
"epoch": 0.7508090614886731,
"grad_norm": 0.7861852214672553,
"learning_rate": 5.263157894736842e-06,
"loss": 0.361,
"mean_token_accuracy": 0.8924908339977264,
"num_tokens": 1893201.0,
"step": 29
},
{
"epoch": 0.7766990291262136,
"grad_norm": 0.9358327841683868,
"learning_rate": 4.736842105263158e-06,
"loss": 0.3654,
"mean_token_accuracy": 0.89267398416996,
"num_tokens": 1958737.0,
"step": 30
},
{
"epoch": 0.8025889967637541,
"grad_norm": 0.7893903886446123,
"learning_rate": 4.210526315789474e-06,
"loss": 0.3375,
"mean_token_accuracy": 0.8997863158583641,
"num_tokens": 2024273.0,
"step": 31
},
{
"epoch": 0.8284789644012945,
"grad_norm": 0.8243141967647842,
"learning_rate": 3.6842105263157896e-06,
"loss": 0.3728,
"mean_token_accuracy": 0.8913461416959763,
"num_tokens": 2089809.0,
"step": 32
},
{
"epoch": 0.8543689320388349,
"grad_norm": 0.8246709048525032,
"learning_rate": 3.157894736842105e-06,
"loss": 0.3643,
"mean_token_accuracy": 0.8915140256285667,
"num_tokens": 2155345.0,
"step": 33
},
{
"epoch": 0.8802588996763754,
"grad_norm": 0.8260415283504307,
"learning_rate": 2.631578947368421e-06,
"loss": 0.3828,
"mean_token_accuracy": 0.8868742287158966,
"num_tokens": 2220881.0,
"step": 34
},
{
"epoch": 0.9061488673139159,
"grad_norm": 0.7747154448934308,
"learning_rate": 2.105263157894737e-06,
"loss": 0.3455,
"mean_token_accuracy": 0.897390104830265,
"num_tokens": 2286417.0,
"step": 35
},
{
"epoch": 0.9320388349514563,
"grad_norm": 0.8212045075297872,
"learning_rate": 1.5789473684210526e-06,
"loss": 0.4002,
"mean_token_accuracy": 0.8831327557563782,
"num_tokens": 2348817.0,
"step": 36
},
{
"epoch": 0.9579288025889967,
"grad_norm": 0.8299799490223582,
"learning_rate": 1.0526315789473685e-06,
"loss": 0.442,
"mean_token_accuracy": 0.8720848485827446,
"num_tokens": 2414353.0,
"step": 37
},
{
"epoch": 0.9838187702265372,
"grad_norm": 0.8097572023142755,
"learning_rate": 5.263157894736843e-07,
"loss": 0.3812,
"mean_token_accuracy": 0.8855026215314865,
"num_tokens": 2478526.0,
"step": 38
},
{
"epoch": 0.9838187702265372,
"step": 38,
"total_flos": 4940351791104.0,
"train_loss": 0.40646139257832575,
"train_runtime": 867.7069,
"train_samples_per_second": 0.711,
"train_steps_per_second": 0.044
}
],
"logging_steps": 1.0,
"max_steps": 38,
"num_input_tokens_seen": 0,
"num_train_epochs": 1,
"save_steps": 500,
"stateful_callbacks": {
"TrainerControl": {
"args": {
"should_epoch_stop": false,
"should_evaluate": false,
"should_log": false,
"should_save": false,
"should_training_stop": false
},
"attributes": {}
}
},
"total_flos": 4940351791104.0,
"train_batch_size": 1,
"trial_name": null,
"trial_params": null
}