DeepDream2045's picture
Training in progress, step 50, checkpoint
46f3881 verified
{
"best_metric": NaN,
"best_model_checkpoint": "miner_id_24/checkpoint-25",
"epoch": 0.6024096385542169,
"eval_steps": 25,
"global_step": 50,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.012048192771084338,
"grad_norm": 9.518840789794922,
"learning_rate": 5e-05,
"loss": 3.0901,
"step": 1
},
{
"epoch": 0.012048192771084338,
"eval_loss": NaN,
"eval_runtime": 28.9575,
"eval_samples_per_second": 19.304,
"eval_steps_per_second": 2.417,
"step": 1
},
{
"epoch": 0.024096385542168676,
"grad_norm": 10.21586799621582,
"learning_rate": 0.0001,
"loss": 3.807,
"step": 2
},
{
"epoch": 0.03614457831325301,
"grad_norm": 7.955934047698975,
"learning_rate": 9.989294616193017e-05,
"loss": 2.8164,
"step": 3
},
{
"epoch": 0.04819277108433735,
"grad_norm": 5.005773067474365,
"learning_rate": 9.957224306869053e-05,
"loss": 1.8812,
"step": 4
},
{
"epoch": 0.060240963855421686,
"grad_norm": 3.6119229793548584,
"learning_rate": 9.903926402016153e-05,
"loss": 1.432,
"step": 5
},
{
"epoch": 0.07228915662650602,
"grad_norm": 3.380969762802124,
"learning_rate": 9.829629131445342e-05,
"loss": 1.0891,
"step": 6
},
{
"epoch": 0.08433734939759036,
"grad_norm": 3.353749990463257,
"learning_rate": 9.73465064747553e-05,
"loss": 0.9375,
"step": 7
},
{
"epoch": 0.0963855421686747,
"grad_norm": 2.2520077228546143,
"learning_rate": 9.619397662556435e-05,
"loss": 0.8165,
"step": 8
},
{
"epoch": 0.10843373493975904,
"grad_norm": 1.9691568613052368,
"learning_rate": 9.484363707663442e-05,
"loss": 0.7346,
"step": 9
},
{
"epoch": 0.12048192771084337,
"grad_norm": 2.36018443107605,
"learning_rate": 9.330127018922194e-05,
"loss": 0.7562,
"step": 10
},
{
"epoch": 0.13253012048192772,
"grad_norm": 6.809185981750488,
"learning_rate": 9.157348061512727e-05,
"loss": 1.0927,
"step": 11
},
{
"epoch": 0.14457831325301204,
"grad_norm": 7.188030242919922,
"learning_rate": 8.966766701456177e-05,
"loss": 0.8109,
"step": 12
},
{
"epoch": 0.1566265060240964,
"grad_norm": 17.54526710510254,
"learning_rate": 8.759199037394887e-05,
"loss": 1.836,
"step": 13
},
{
"epoch": 0.1686746987951807,
"grad_norm": 12.532405853271484,
"learning_rate": 8.535533905932738e-05,
"loss": 1.7006,
"step": 14
},
{
"epoch": 0.18072289156626506,
"grad_norm": 8.625960350036621,
"learning_rate": 8.296729075500344e-05,
"loss": 1.3264,
"step": 15
},
{
"epoch": 0.1927710843373494,
"grad_norm": 6.110639572143555,
"learning_rate": 8.043807145043604e-05,
"loss": 1.1084,
"step": 16
},
{
"epoch": 0.20481927710843373,
"grad_norm": 3.7198574542999268,
"learning_rate": 7.777851165098012e-05,
"loss": 0.9261,
"step": 17
},
{
"epoch": 0.21686746987951808,
"grad_norm": 1.9800914525985718,
"learning_rate": 7.500000000000001e-05,
"loss": 0.7454,
"step": 18
},
{
"epoch": 0.2289156626506024,
"grad_norm": 1.4259741306304932,
"learning_rate": 7.211443451095007e-05,
"loss": 0.7098,
"step": 19
},
{
"epoch": 0.24096385542168675,
"grad_norm": 1.3230398893356323,
"learning_rate": 6.91341716182545e-05,
"loss": 0.6152,
"step": 20
},
{
"epoch": 0.25301204819277107,
"grad_norm": 1.4084607362747192,
"learning_rate": 6.607197326515808e-05,
"loss": 0.5873,
"step": 21
},
{
"epoch": 0.26506024096385544,
"grad_norm": 1.6322895288467407,
"learning_rate": 6.294095225512603e-05,
"loss": 0.6166,
"step": 22
},
{
"epoch": 0.27710843373493976,
"grad_norm": 4.194338798522949,
"learning_rate": 5.9754516100806423e-05,
"loss": 0.973,
"step": 23
},
{
"epoch": 0.2891566265060241,
"grad_norm": 7.518647193908691,
"learning_rate": 5.6526309611002594e-05,
"loss": 1.0908,
"step": 24
},
{
"epoch": 0.30120481927710846,
"grad_norm": 8.057360649108887,
"learning_rate": 5.327015646150716e-05,
"loss": 1.0272,
"step": 25
},
{
"epoch": 0.30120481927710846,
"eval_loss": NaN,
"eval_runtime": 28.9315,
"eval_samples_per_second": 19.322,
"eval_steps_per_second": 2.42,
"step": 25
},
{
"epoch": 0.3132530120481928,
"grad_norm": 3.159722089767456,
"learning_rate": 5e-05,
"loss": 0.7818,
"step": 26
},
{
"epoch": 0.3253012048192771,
"grad_norm": 2.7830989360809326,
"learning_rate": 4.6729843538492847e-05,
"loss": 0.7339,
"step": 27
},
{
"epoch": 0.3373493975903614,
"grad_norm": 2.162112236022949,
"learning_rate": 4.347369038899744e-05,
"loss": 0.6881,
"step": 28
},
{
"epoch": 0.3493975903614458,
"grad_norm": 1.7972179651260376,
"learning_rate": 4.0245483899193595e-05,
"loss": 0.6253,
"step": 29
},
{
"epoch": 0.3614457831325301,
"grad_norm": 1.317353367805481,
"learning_rate": 3.705904774487396e-05,
"loss": 0.5675,
"step": 30
},
{
"epoch": 0.37349397590361444,
"grad_norm": 1.1669085025787354,
"learning_rate": 3.392802673484193e-05,
"loss": 0.5628,
"step": 31
},
{
"epoch": 0.3855421686746988,
"grad_norm": 1.1037367582321167,
"learning_rate": 3.086582838174551e-05,
"loss": 0.5072,
"step": 32
},
{
"epoch": 0.39759036144578314,
"grad_norm": 1.0369112491607666,
"learning_rate": 2.7885565489049946e-05,
"loss": 0.5365,
"step": 33
},
{
"epoch": 0.40963855421686746,
"grad_norm": 1.1754462718963623,
"learning_rate": 2.500000000000001e-05,
"loss": 0.4381,
"step": 34
},
{
"epoch": 0.42168674698795183,
"grad_norm": 1.9122074842453003,
"learning_rate": 2.2221488349019903e-05,
"loss": 0.6633,
"step": 35
},
{
"epoch": 0.43373493975903615,
"grad_norm": 4.505143165588379,
"learning_rate": 1.9561928549563968e-05,
"loss": 0.9713,
"step": 36
},
{
"epoch": 0.4457831325301205,
"grad_norm": 6.352746486663818,
"learning_rate": 1.703270924499656e-05,
"loss": 0.9435,
"step": 37
},
{
"epoch": 0.4578313253012048,
"grad_norm": 1.7827593088150024,
"learning_rate": 1.4644660940672627e-05,
"loss": 0.6166,
"step": 38
},
{
"epoch": 0.46987951807228917,
"grad_norm": 1.7395880222320557,
"learning_rate": 1.2408009626051137e-05,
"loss": 0.6181,
"step": 39
},
{
"epoch": 0.4819277108433735,
"grad_norm": 1.064204216003418,
"learning_rate": 1.0332332985438248e-05,
"loss": 0.5321,
"step": 40
},
{
"epoch": 0.4939759036144578,
"grad_norm": 0.9078404903411865,
"learning_rate": 8.426519384872733e-06,
"loss": 0.4611,
"step": 41
},
{
"epoch": 0.5060240963855421,
"grad_norm": 0.9963672757148743,
"learning_rate": 6.698729810778065e-06,
"loss": 0.5253,
"step": 42
},
{
"epoch": 0.5180722891566265,
"grad_norm": 0.907263994216919,
"learning_rate": 5.156362923365588e-06,
"loss": 0.4595,
"step": 43
},
{
"epoch": 0.5301204819277109,
"grad_norm": 0.938334584236145,
"learning_rate": 3.8060233744356633e-06,
"loss": 0.5145,
"step": 44
},
{
"epoch": 0.5421686746987951,
"grad_norm": 0.8603211641311646,
"learning_rate": 2.653493525244721e-06,
"loss": 0.4521,
"step": 45
},
{
"epoch": 0.5542168674698795,
"grad_norm": 0.9404347538948059,
"learning_rate": 1.70370868554659e-06,
"loss": 0.4437,
"step": 46
},
{
"epoch": 0.5662650602409639,
"grad_norm": 1.001924753189087,
"learning_rate": 9.607359798384785e-07,
"loss": 0.447,
"step": 47
},
{
"epoch": 0.5783132530120482,
"grad_norm": 2.0918359756469727,
"learning_rate": 4.277569313094809e-07,
"loss": 0.7458,
"step": 48
},
{
"epoch": 0.5903614457831325,
"grad_norm": 3.8851842880249023,
"learning_rate": 1.0705383806982606e-07,
"loss": 0.7572,
"step": 49
},
{
"epoch": 0.6024096385542169,
"grad_norm": 5.830325603485107,
"learning_rate": 0.0,
"loss": 0.7994,
"step": 50
},
{
"epoch": 0.6024096385542169,
"eval_loss": NaN,
"eval_runtime": 28.9215,
"eval_samples_per_second": 19.328,
"eval_steps_per_second": 2.42,
"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": 1
}
},
"TrainerControl": {
"args": {
"should_epoch_stop": false,
"should_evaluate": false,
"should_log": false,
"should_save": true,
"should_training_stop": true
},
"attributes": {}
}
},
"total_flos": 6.631381723512832e+17,
"train_batch_size": 2,
"trial_name": null,
"trial_params": null
}