|
{ |
|
"best_metric": 0.042238425940266514, |
|
"best_model_checkpoint": "checkpoints/checkpoint-4000", |
|
"epoch": 10.0, |
|
"eval_steps": 1000, |
|
"global_step": 4370, |
|
"is_hyper_param_search": false, |
|
"is_local_process_zero": true, |
|
"is_world_process_zero": true, |
|
"log_history": [ |
|
{ |
|
"epoch": 0.2288329519450801, |
|
"grad_norm": 0.8938984274864197, |
|
"learning_rate": 1e-05, |
|
"loss": 0.0975, |
|
"step": 100 |
|
}, |
|
{ |
|
"epoch": 0.4576659038901602, |
|
"grad_norm": 1.1161267757415771, |
|
"learning_rate": 2e-05, |
|
"loss": 0.0613, |
|
"step": 200 |
|
}, |
|
{ |
|
"epoch": 0.6864988558352403, |
|
"grad_norm": 1.264156460762024, |
|
"learning_rate": 3e-05, |
|
"loss": 0.0533, |
|
"step": 300 |
|
}, |
|
{ |
|
"epoch": 0.9153318077803204, |
|
"grad_norm": 2.014840602874756, |
|
"learning_rate": 4e-05, |
|
"loss": 0.0528, |
|
"step": 400 |
|
}, |
|
{ |
|
"epoch": 1.1441647597254005, |
|
"grad_norm": 0.28405696153640747, |
|
"learning_rate": 5e-05, |
|
"loss": 0.0481, |
|
"step": 500 |
|
}, |
|
{ |
|
"epoch": 1.3729977116704806, |
|
"grad_norm": 0.4474036395549774, |
|
"learning_rate": 6e-05, |
|
"loss": 0.0549, |
|
"step": 600 |
|
}, |
|
{ |
|
"epoch": 1.6018306636155606, |
|
"grad_norm": 0.3621448278427124, |
|
"learning_rate": 7e-05, |
|
"loss": 0.0592, |
|
"step": 700 |
|
}, |
|
{ |
|
"epoch": 1.8306636155606406, |
|
"grad_norm": 1.5040546655654907, |
|
"learning_rate": 8e-05, |
|
"loss": 0.0596, |
|
"step": 800 |
|
}, |
|
{ |
|
"epoch": 2.059496567505721, |
|
"grad_norm": 0.5771723389625549, |
|
"learning_rate": 9e-05, |
|
"loss": 0.0625, |
|
"step": 900 |
|
}, |
|
{ |
|
"epoch": 2.288329519450801, |
|
"grad_norm": 0.7228975296020508, |
|
"learning_rate": 0.0001, |
|
"loss": 0.0507, |
|
"step": 1000 |
|
}, |
|
{ |
|
"epoch": 2.288329519450801, |
|
"eval_loss": 0.05043927580118179, |
|
"eval_per": 0.05231171437952632, |
|
"eval_runtime": 73.3314, |
|
"eval_samples_per_second": 84.752, |
|
"eval_steps_per_second": 1.336, |
|
"eval_ter": 0.09057921991660414, |
|
"step": 1000 |
|
}, |
|
{ |
|
"epoch": 2.517162471395881, |
|
"grad_norm": 0.6161186695098877, |
|
"learning_rate": 9.70326409495549e-05, |
|
"loss": 0.0581, |
|
"step": 1100 |
|
}, |
|
{ |
|
"epoch": 2.745995423340961, |
|
"grad_norm": 0.4418635964393616, |
|
"learning_rate": 9.40652818991098e-05, |
|
"loss": 0.0578, |
|
"step": 1200 |
|
}, |
|
{ |
|
"epoch": 2.974828375286041, |
|
"grad_norm": 1.2202107906341553, |
|
"learning_rate": 9.10979228486647e-05, |
|
"loss": 0.0582, |
|
"step": 1300 |
|
}, |
|
{ |
|
"epoch": 3.203661327231121, |
|
"grad_norm": 0.6182931065559387, |
|
"learning_rate": 8.813056379821959e-05, |
|
"loss": 0.0444, |
|
"step": 1400 |
|
}, |
|
{ |
|
"epoch": 3.4324942791762014, |
|
"grad_norm": 0.36747854948043823, |
|
"learning_rate": 8.516320474777448e-05, |
|
"loss": 0.0431, |
|
"step": 1500 |
|
}, |
|
{ |
|
"epoch": 3.6613272311212812, |
|
"grad_norm": 0.5178420543670654, |
|
"learning_rate": 8.219584569732938e-05, |
|
"loss": 0.0379, |
|
"step": 1600 |
|
}, |
|
{ |
|
"epoch": 3.8901601830663615, |
|
"grad_norm": 0.4050116539001465, |
|
"learning_rate": 7.922848664688428e-05, |
|
"loss": 0.0373, |
|
"step": 1700 |
|
}, |
|
{ |
|
"epoch": 4.118993135011442, |
|
"grad_norm": 0.2309502214193344, |
|
"learning_rate": 7.626112759643917e-05, |
|
"loss": 0.0336, |
|
"step": 1800 |
|
}, |
|
{ |
|
"epoch": 4.3478260869565215, |
|
"grad_norm": 0.7122157216072083, |
|
"learning_rate": 7.329376854599406e-05, |
|
"loss": 0.0321, |
|
"step": 1900 |
|
}, |
|
{ |
|
"epoch": 4.576659038901602, |
|
"grad_norm": 0.20260649919509888, |
|
"learning_rate": 7.032640949554896e-05, |
|
"loss": 0.0327, |
|
"step": 2000 |
|
}, |
|
{ |
|
"epoch": 4.576659038901602, |
|
"eval_loss": 0.05170031264424324, |
|
"eval_per": 0.044530625646617146, |
|
"eval_runtime": 73.8457, |
|
"eval_samples_per_second": 84.162, |
|
"eval_steps_per_second": 1.327, |
|
"eval_ter": 0.09002570757327888, |
|
"step": 2000 |
|
}, |
|
{ |
|
"epoch": 4.805491990846682, |
|
"grad_norm": 0.1853743940591812, |
|
"learning_rate": 6.735905044510387e-05, |
|
"loss": 0.0306, |
|
"step": 2100 |
|
}, |
|
{ |
|
"epoch": 5.034324942791762, |
|
"grad_norm": 0.26290130615234375, |
|
"learning_rate": 6.439169139465876e-05, |
|
"loss": 0.029, |
|
"step": 2200 |
|
}, |
|
{ |
|
"epoch": 5.2631578947368425, |
|
"grad_norm": 0.24352087080478668, |
|
"learning_rate": 6.142433234421366e-05, |
|
"loss": 0.0238, |
|
"step": 2300 |
|
}, |
|
{ |
|
"epoch": 5.491990846681922, |
|
"grad_norm": 0.506681501865387, |
|
"learning_rate": 5.845697329376855e-05, |
|
"loss": 0.023, |
|
"step": 2400 |
|
}, |
|
{ |
|
"epoch": 5.720823798627002, |
|
"grad_norm": 0.2733093202114105, |
|
"learning_rate": 5.548961424332344e-05, |
|
"loss": 0.025, |
|
"step": 2500 |
|
}, |
|
{ |
|
"epoch": 5.949656750572083, |
|
"grad_norm": 0.38764065504074097, |
|
"learning_rate": 5.252225519287835e-05, |
|
"loss": 0.0257, |
|
"step": 2600 |
|
}, |
|
{ |
|
"epoch": 6.178489702517163, |
|
"grad_norm": 0.9044945240020752, |
|
"learning_rate": 4.9554896142433236e-05, |
|
"loss": 0.0206, |
|
"step": 2700 |
|
}, |
|
{ |
|
"epoch": 6.407322654462242, |
|
"grad_norm": 0.2747916579246521, |
|
"learning_rate": 4.658753709198813e-05, |
|
"loss": 0.0175, |
|
"step": 2800 |
|
}, |
|
{ |
|
"epoch": 6.636155606407323, |
|
"grad_norm": 0.22902531921863556, |
|
"learning_rate": 4.362017804154303e-05, |
|
"loss": 0.0164, |
|
"step": 2900 |
|
}, |
|
{ |
|
"epoch": 6.864988558352403, |
|
"grad_norm": 0.28316548466682434, |
|
"learning_rate": 4.0652818991097924e-05, |
|
"loss": 0.0167, |
|
"step": 3000 |
|
}, |
|
{ |
|
"epoch": 6.864988558352403, |
|
"eval_loss": 0.044352661818265915, |
|
"eval_per": 0.04722550908516451, |
|
"eval_runtime": 73.6387, |
|
"eval_samples_per_second": 84.399, |
|
"eval_steps_per_second": 1.331, |
|
"eval_ter": 0.08786085929716232, |
|
"step": 3000 |
|
}, |
|
{ |
|
"epoch": 7.093821510297483, |
|
"grad_norm": 0.220920130610466, |
|
"learning_rate": 3.768545994065282e-05, |
|
"loss": 0.0149, |
|
"step": 3100 |
|
}, |
|
{ |
|
"epoch": 7.322654462242563, |
|
"grad_norm": 2.0292646884918213, |
|
"learning_rate": 3.4718100890207716e-05, |
|
"loss": 0.0137, |
|
"step": 3200 |
|
}, |
|
{ |
|
"epoch": 7.551487414187643, |
|
"grad_norm": 0.3689746558666229, |
|
"learning_rate": 3.175074183976261e-05, |
|
"loss": 0.0131, |
|
"step": 3300 |
|
}, |
|
{ |
|
"epoch": 7.780320366132723, |
|
"grad_norm": 0.17288458347320557, |
|
"learning_rate": 2.878338278931751e-05, |
|
"loss": 0.0129, |
|
"step": 3400 |
|
}, |
|
{ |
|
"epoch": 8.009153318077804, |
|
"grad_norm": 0.13609908521175385, |
|
"learning_rate": 2.58160237388724e-05, |
|
"loss": 0.0117, |
|
"step": 3500 |
|
}, |
|
{ |
|
"epoch": 8.237986270022883, |
|
"grad_norm": 0.14868062734603882, |
|
"learning_rate": 2.28486646884273e-05, |
|
"loss": 0.0099, |
|
"step": 3600 |
|
}, |
|
{ |
|
"epoch": 8.466819221967963, |
|
"grad_norm": 0.4655757248401642, |
|
"learning_rate": 1.9881305637982196e-05, |
|
"loss": 0.0089, |
|
"step": 3700 |
|
}, |
|
{ |
|
"epoch": 8.695652173913043, |
|
"grad_norm": 0.41903799772262573, |
|
"learning_rate": 1.6913946587537096e-05, |
|
"loss": 0.009, |
|
"step": 3800 |
|
}, |
|
{ |
|
"epoch": 8.924485125858123, |
|
"grad_norm": 0.17405986785888672, |
|
"learning_rate": 1.394658753709199e-05, |
|
"loss": 0.0085, |
|
"step": 3900 |
|
}, |
|
{ |
|
"epoch": 9.153318077803204, |
|
"grad_norm": 0.16548456251621246, |
|
"learning_rate": 1.0979228486646884e-05, |
|
"loss": 0.0076, |
|
"step": 4000 |
|
}, |
|
{ |
|
"epoch": 9.153318077803204, |
|
"eval_loss": 0.04819780960679054, |
|
"eval_per": 0.042238425940266514, |
|
"eval_runtime": 74.5094, |
|
"eval_samples_per_second": 83.412, |
|
"eval_steps_per_second": 1.315, |
|
"eval_ter": 0.08691373817636133, |
|
"step": 4000 |
|
}, |
|
{ |
|
"epoch": 9.382151029748284, |
|
"grad_norm": 0.16761469841003418, |
|
"learning_rate": 8.011869436201782e-06, |
|
"loss": 0.0068, |
|
"step": 4100 |
|
}, |
|
{ |
|
"epoch": 9.610983981693364, |
|
"grad_norm": 0.23434874415397644, |
|
"learning_rate": 5.044510385756677e-06, |
|
"loss": 0.0062, |
|
"step": 4200 |
|
}, |
|
{ |
|
"epoch": 9.839816933638444, |
|
"grad_norm": 0.1882612109184265, |
|
"learning_rate": 2.0771513353115726e-06, |
|
"loss": 0.0065, |
|
"step": 4300 |
|
} |
|
], |
|
"logging_steps": 100, |
|
"max_steps": 4370, |
|
"num_input_tokens_seen": 0, |
|
"num_train_epochs": 10, |
|
"save_steps": 1000, |
|
"stateful_callbacks": { |
|
"TrainerControl": { |
|
"args": { |
|
"should_epoch_stop": false, |
|
"should_evaluate": false, |
|
"should_log": false, |
|
"should_save": true, |
|
"should_training_stop": true |
|
}, |
|
"attributes": {} |
|
} |
|
}, |
|
"total_flos": 6.034289580760073e+19, |
|
"train_batch_size": 128, |
|
"trial_name": null, |
|
"trial_params": null |
|
} |
|
|