|
{ |
|
"best_metric": 0.5754823088645935, |
|
"best_model_checkpoint": "data/Llama-31-8B_task-2_120-samples_config-1_auto/checkpoint-55", |
|
"epoch": 12.0, |
|
"eval_steps": 500, |
|
"global_step": 132, |
|
"is_hyper_param_search": false, |
|
"is_local_process_zero": true, |
|
"is_world_process_zero": true, |
|
"log_history": [ |
|
{ |
|
"epoch": 0.09090909090909091, |
|
"grad_norm": 0.44860216975212097, |
|
"learning_rate": 1.818181818181818e-06, |
|
"loss": 0.881, |
|
"step": 1 |
|
}, |
|
{ |
|
"epoch": 0.18181818181818182, |
|
"grad_norm": 0.4566896855831146, |
|
"learning_rate": 3.636363636363636e-06, |
|
"loss": 0.9713, |
|
"step": 2 |
|
}, |
|
{ |
|
"epoch": 0.36363636363636365, |
|
"grad_norm": 0.39492738246917725, |
|
"learning_rate": 7.272727272727272e-06, |
|
"loss": 0.8458, |
|
"step": 4 |
|
}, |
|
{ |
|
"epoch": 0.5454545454545454, |
|
"grad_norm": 0.46514591574668884, |
|
"learning_rate": 1.0909090909090909e-05, |
|
"loss": 0.916, |
|
"step": 6 |
|
}, |
|
{ |
|
"epoch": 0.7272727272727273, |
|
"grad_norm": 0.43416711688041687, |
|
"learning_rate": 1.4545454545454545e-05, |
|
"loss": 0.9211, |
|
"step": 8 |
|
}, |
|
{ |
|
"epoch": 0.9090909090909091, |
|
"grad_norm": 0.4055511951446533, |
|
"learning_rate": 1.8181818181818182e-05, |
|
"loss": 0.8648, |
|
"step": 10 |
|
}, |
|
{ |
|
"epoch": 1.0, |
|
"eval_loss": 0.8607686161994934, |
|
"eval_runtime": 25.0095, |
|
"eval_samples_per_second": 0.96, |
|
"eval_steps_per_second": 0.96, |
|
"step": 11 |
|
}, |
|
{ |
|
"epoch": 1.0909090909090908, |
|
"grad_norm": 0.439016193151474, |
|
"learning_rate": 2.1818181818181818e-05, |
|
"loss": 0.8753, |
|
"step": 12 |
|
}, |
|
{ |
|
"epoch": 1.2727272727272727, |
|
"grad_norm": 0.3875233232975006, |
|
"learning_rate": 2.5454545454545454e-05, |
|
"loss": 0.8279, |
|
"step": 14 |
|
}, |
|
{ |
|
"epoch": 1.4545454545454546, |
|
"grad_norm": 0.4131412208080292, |
|
"learning_rate": 2.909090909090909e-05, |
|
"loss": 0.827, |
|
"step": 16 |
|
}, |
|
{ |
|
"epoch": 1.6363636363636362, |
|
"grad_norm": 0.324632853269577, |
|
"learning_rate": 3.272727272727273e-05, |
|
"loss": 0.8629, |
|
"step": 18 |
|
}, |
|
{ |
|
"epoch": 1.8181818181818183, |
|
"grad_norm": 0.37663620710372925, |
|
"learning_rate": 3.6363636363636364e-05, |
|
"loss": 0.7832, |
|
"step": 20 |
|
}, |
|
{ |
|
"epoch": 2.0, |
|
"grad_norm": 0.3308725357055664, |
|
"learning_rate": 4e-05, |
|
"loss": 0.688, |
|
"step": 22 |
|
}, |
|
{ |
|
"epoch": 2.0, |
|
"eval_loss": 0.7372767329216003, |
|
"eval_runtime": 25.0199, |
|
"eval_samples_per_second": 0.959, |
|
"eval_steps_per_second": 0.959, |
|
"step": 22 |
|
}, |
|
{ |
|
"epoch": 2.1818181818181817, |
|
"grad_norm": 0.336482971906662, |
|
"learning_rate": 4.3636363636363636e-05, |
|
"loss": 0.6865, |
|
"step": 24 |
|
}, |
|
{ |
|
"epoch": 2.3636363636363638, |
|
"grad_norm": 0.3601330816745758, |
|
"learning_rate": 4.7272727272727275e-05, |
|
"loss": 0.7507, |
|
"step": 26 |
|
}, |
|
{ |
|
"epoch": 2.5454545454545454, |
|
"grad_norm": 0.325101375579834, |
|
"learning_rate": 5.090909090909091e-05, |
|
"loss": 0.6832, |
|
"step": 28 |
|
}, |
|
{ |
|
"epoch": 2.7272727272727275, |
|
"grad_norm": 0.3313121497631073, |
|
"learning_rate": 5.4545454545454546e-05, |
|
"loss": 0.6488, |
|
"step": 30 |
|
}, |
|
{ |
|
"epoch": 2.909090909090909, |
|
"grad_norm": 0.35955771803855896, |
|
"learning_rate": 5.818181818181818e-05, |
|
"loss": 0.6118, |
|
"step": 32 |
|
}, |
|
{ |
|
"epoch": 3.0, |
|
"eval_loss": 0.6359238624572754, |
|
"eval_runtime": 25.0043, |
|
"eval_samples_per_second": 0.96, |
|
"eval_steps_per_second": 0.96, |
|
"step": 33 |
|
}, |
|
{ |
|
"epoch": 3.090909090909091, |
|
"grad_norm": 0.36847934126853943, |
|
"learning_rate": 6.181818181818182e-05, |
|
"loss": 0.6509, |
|
"step": 34 |
|
}, |
|
{ |
|
"epoch": 3.2727272727272725, |
|
"grad_norm": 0.32955634593963623, |
|
"learning_rate": 6.545454545454546e-05, |
|
"loss": 0.5562, |
|
"step": 36 |
|
}, |
|
{ |
|
"epoch": 3.4545454545454546, |
|
"grad_norm": 0.3934621512889862, |
|
"learning_rate": 6.90909090909091e-05, |
|
"loss": 0.587, |
|
"step": 38 |
|
}, |
|
{ |
|
"epoch": 3.6363636363636362, |
|
"grad_norm": 0.3738085925579071, |
|
"learning_rate": 7.272727272727273e-05, |
|
"loss": 0.5731, |
|
"step": 40 |
|
}, |
|
{ |
|
"epoch": 3.8181818181818183, |
|
"grad_norm": 0.4378088414669037, |
|
"learning_rate": 7.636363636363637e-05, |
|
"loss": 0.5931, |
|
"step": 42 |
|
}, |
|
{ |
|
"epoch": 4.0, |
|
"grad_norm": 0.4045711159706116, |
|
"learning_rate": 8e-05, |
|
"loss": 0.5497, |
|
"step": 44 |
|
}, |
|
{ |
|
"epoch": 4.0, |
|
"eval_loss": 0.58708256483078, |
|
"eval_runtime": 25.0077, |
|
"eval_samples_per_second": 0.96, |
|
"eval_steps_per_second": 0.96, |
|
"step": 44 |
|
}, |
|
{ |
|
"epoch": 4.181818181818182, |
|
"grad_norm": 0.4428233206272125, |
|
"learning_rate": 8.363636363636364e-05, |
|
"loss": 0.5404, |
|
"step": 46 |
|
}, |
|
{ |
|
"epoch": 4.363636363636363, |
|
"grad_norm": 0.3991241753101349, |
|
"learning_rate": 8.727272727272727e-05, |
|
"loss": 0.5197, |
|
"step": 48 |
|
}, |
|
{ |
|
"epoch": 4.545454545454545, |
|
"grad_norm": 0.4298638701438904, |
|
"learning_rate": 9.090909090909092e-05, |
|
"loss": 0.4817, |
|
"step": 50 |
|
}, |
|
{ |
|
"epoch": 4.7272727272727275, |
|
"grad_norm": 0.5083165764808655, |
|
"learning_rate": 9.454545454545455e-05, |
|
"loss": 0.5148, |
|
"step": 52 |
|
}, |
|
{ |
|
"epoch": 4.909090909090909, |
|
"grad_norm": 0.5078219175338745, |
|
"learning_rate": 9.818181818181818e-05, |
|
"loss": 0.4846, |
|
"step": 54 |
|
}, |
|
{ |
|
"epoch": 5.0, |
|
"eval_loss": 0.5754823088645935, |
|
"eval_runtime": 25.0095, |
|
"eval_samples_per_second": 0.96, |
|
"eval_steps_per_second": 0.96, |
|
"step": 55 |
|
}, |
|
{ |
|
"epoch": 5.090909090909091, |
|
"grad_norm": 0.39415740966796875, |
|
"learning_rate": 9.999899300364532e-05, |
|
"loss": 0.4644, |
|
"step": 56 |
|
}, |
|
{ |
|
"epoch": 5.2727272727272725, |
|
"grad_norm": 0.4824540615081787, |
|
"learning_rate": 9.99909372761763e-05, |
|
"loss": 0.4429, |
|
"step": 58 |
|
}, |
|
{ |
|
"epoch": 5.454545454545454, |
|
"grad_norm": 0.4616365432739258, |
|
"learning_rate": 9.997482711915927e-05, |
|
"loss": 0.391, |
|
"step": 60 |
|
}, |
|
{ |
|
"epoch": 5.636363636363637, |
|
"grad_norm": 0.5370848774909973, |
|
"learning_rate": 9.99506651282272e-05, |
|
"loss": 0.4113, |
|
"step": 62 |
|
}, |
|
{ |
|
"epoch": 5.818181818181818, |
|
"grad_norm": 0.5910454988479614, |
|
"learning_rate": 9.991845519630678e-05, |
|
"loss": 0.4175, |
|
"step": 64 |
|
}, |
|
{ |
|
"epoch": 6.0, |
|
"grad_norm": 0.5805835127830505, |
|
"learning_rate": 9.987820251299122e-05, |
|
"loss": 0.3946, |
|
"step": 66 |
|
}, |
|
{ |
|
"epoch": 6.0, |
|
"eval_loss": 0.5995001792907715, |
|
"eval_runtime": 25.0088, |
|
"eval_samples_per_second": 0.96, |
|
"eval_steps_per_second": 0.96, |
|
"step": 66 |
|
}, |
|
{ |
|
"epoch": 6.181818181818182, |
|
"grad_norm": 0.5539088249206543, |
|
"learning_rate": 9.982991356370404e-05, |
|
"loss": 0.3231, |
|
"step": 68 |
|
}, |
|
{ |
|
"epoch": 6.363636363636363, |
|
"grad_norm": 0.5546351075172424, |
|
"learning_rate": 9.977359612865423e-05, |
|
"loss": 0.3238, |
|
"step": 70 |
|
}, |
|
{ |
|
"epoch": 6.545454545454545, |
|
"grad_norm": 0.638353168964386, |
|
"learning_rate": 9.970925928158274e-05, |
|
"loss": 0.3096, |
|
"step": 72 |
|
}, |
|
{ |
|
"epoch": 6.7272727272727275, |
|
"grad_norm": 0.7306607961654663, |
|
"learning_rate": 9.963691338830044e-05, |
|
"loss": 0.2636, |
|
"step": 74 |
|
}, |
|
{ |
|
"epoch": 6.909090909090909, |
|
"grad_norm": 0.675478994846344, |
|
"learning_rate": 9.955657010501806e-05, |
|
"loss": 0.2736, |
|
"step": 76 |
|
}, |
|
{ |
|
"epoch": 7.0, |
|
"eval_loss": 0.6777470111846924, |
|
"eval_runtime": 25.0055, |
|
"eval_samples_per_second": 0.96, |
|
"eval_steps_per_second": 0.96, |
|
"step": 77 |
|
}, |
|
{ |
|
"epoch": 7.090909090909091, |
|
"grad_norm": 0.682803213596344, |
|
"learning_rate": 9.946824237646824e-05, |
|
"loss": 0.2445, |
|
"step": 78 |
|
}, |
|
{ |
|
"epoch": 7.2727272727272725, |
|
"grad_norm": 0.7058468461036682, |
|
"learning_rate": 9.937194443381972e-05, |
|
"loss": 0.179, |
|
"step": 80 |
|
}, |
|
{ |
|
"epoch": 7.454545454545454, |
|
"grad_norm": 1.1515408754348755, |
|
"learning_rate": 9.926769179238466e-05, |
|
"loss": 0.139, |
|
"step": 82 |
|
}, |
|
{ |
|
"epoch": 7.636363636363637, |
|
"grad_norm": 0.8244071006774902, |
|
"learning_rate": 9.915550124911866e-05, |
|
"loss": 0.1774, |
|
"step": 84 |
|
}, |
|
{ |
|
"epoch": 7.818181818181818, |
|
"grad_norm": 0.6870058178901672, |
|
"learning_rate": 9.903539087991462e-05, |
|
"loss": 0.1817, |
|
"step": 86 |
|
}, |
|
{ |
|
"epoch": 8.0, |
|
"grad_norm": 0.7544240355491638, |
|
"learning_rate": 9.890738003669029e-05, |
|
"loss": 0.1769, |
|
"step": 88 |
|
}, |
|
{ |
|
"epoch": 8.0, |
|
"eval_loss": 0.7587476372718811, |
|
"eval_runtime": 25.0072, |
|
"eval_samples_per_second": 0.96, |
|
"eval_steps_per_second": 0.96, |
|
"step": 88 |
|
}, |
|
{ |
|
"epoch": 8.181818181818182, |
|
"grad_norm": 0.6142439842224121, |
|
"learning_rate": 9.877148934427037e-05, |
|
"loss": 0.1093, |
|
"step": 90 |
|
}, |
|
{ |
|
"epoch": 8.363636363636363, |
|
"grad_norm": 0.7897180914878845, |
|
"learning_rate": 9.862774069706346e-05, |
|
"loss": 0.0872, |
|
"step": 92 |
|
}, |
|
{ |
|
"epoch": 8.545454545454545, |
|
"grad_norm": 0.9514899253845215, |
|
"learning_rate": 9.847615725553456e-05, |
|
"loss": 0.0842, |
|
"step": 94 |
|
}, |
|
{ |
|
"epoch": 8.727272727272727, |
|
"grad_norm": 0.8123044967651367, |
|
"learning_rate": 9.831676344247342e-05, |
|
"loss": 0.0912, |
|
"step": 96 |
|
}, |
|
{ |
|
"epoch": 8.909090909090908, |
|
"grad_norm": 0.7924637794494629, |
|
"learning_rate": 9.814958493905963e-05, |
|
"loss": 0.1044, |
|
"step": 98 |
|
}, |
|
{ |
|
"epoch": 9.0, |
|
"eval_loss": 0.881658136844635, |
|
"eval_runtime": 25.0074, |
|
"eval_samples_per_second": 0.96, |
|
"eval_steps_per_second": 0.96, |
|
"step": 99 |
|
}, |
|
{ |
|
"epoch": 9.090909090909092, |
|
"grad_norm": 0.6067517399787903, |
|
"learning_rate": 9.797464868072488e-05, |
|
"loss": 0.084, |
|
"step": 100 |
|
}, |
|
{ |
|
"epoch": 9.272727272727273, |
|
"grad_norm": 0.5800299644470215, |
|
"learning_rate": 9.779198285281325e-05, |
|
"loss": 0.0522, |
|
"step": 102 |
|
}, |
|
{ |
|
"epoch": 9.454545454545455, |
|
"grad_norm": 0.8385024666786194, |
|
"learning_rate": 9.760161688604008e-05, |
|
"loss": 0.0515, |
|
"step": 104 |
|
}, |
|
{ |
|
"epoch": 9.636363636363637, |
|
"grad_norm": 0.7786041498184204, |
|
"learning_rate": 9.740358145174998e-05, |
|
"loss": 0.0549, |
|
"step": 106 |
|
}, |
|
{ |
|
"epoch": 9.818181818181818, |
|
"grad_norm": 0.883116602897644, |
|
"learning_rate": 9.719790845697533e-05, |
|
"loss": 0.0522, |
|
"step": 108 |
|
}, |
|
{ |
|
"epoch": 10.0, |
|
"grad_norm": 0.6970568299293518, |
|
"learning_rate": 9.698463103929542e-05, |
|
"loss": 0.0471, |
|
"step": 110 |
|
}, |
|
{ |
|
"epoch": 10.0, |
|
"eval_loss": 0.9811952710151672, |
|
"eval_runtime": 25.0048, |
|
"eval_samples_per_second": 0.96, |
|
"eval_steps_per_second": 0.96, |
|
"step": 110 |
|
}, |
|
{ |
|
"epoch": 10.181818181818182, |
|
"grad_norm": 0.6507841944694519, |
|
"learning_rate": 9.676378356149734e-05, |
|
"loss": 0.0334, |
|
"step": 112 |
|
}, |
|
{ |
|
"epoch": 10.363636363636363, |
|
"grad_norm": 0.4860031008720398, |
|
"learning_rate": 9.653540160603956e-05, |
|
"loss": 0.0325, |
|
"step": 114 |
|
}, |
|
{ |
|
"epoch": 10.545454545454545, |
|
"grad_norm": 0.724877655506134, |
|
"learning_rate": 9.629952196931901e-05, |
|
"loss": 0.0326, |
|
"step": 116 |
|
}, |
|
{ |
|
"epoch": 10.727272727272727, |
|
"grad_norm": 0.8310495615005493, |
|
"learning_rate": 9.60561826557425e-05, |
|
"loss": 0.0483, |
|
"step": 118 |
|
}, |
|
{ |
|
"epoch": 10.909090909090908, |
|
"grad_norm": 0.7164592146873474, |
|
"learning_rate": 9.580542287160348e-05, |
|
"loss": 0.0359, |
|
"step": 120 |
|
}, |
|
{ |
|
"epoch": 11.0, |
|
"eval_loss": 1.001274585723877, |
|
"eval_runtime": 25.0133, |
|
"eval_samples_per_second": 0.959, |
|
"eval_steps_per_second": 0.959, |
|
"step": 121 |
|
}, |
|
{ |
|
"epoch": 11.090909090909092, |
|
"grad_norm": 0.37490639090538025, |
|
"learning_rate": 9.554728301876526e-05, |
|
"loss": 0.0251, |
|
"step": 122 |
|
}, |
|
{ |
|
"epoch": 11.272727272727273, |
|
"grad_norm": 0.5960229635238647, |
|
"learning_rate": 9.528180468815155e-05, |
|
"loss": 0.0236, |
|
"step": 124 |
|
}, |
|
{ |
|
"epoch": 11.454545454545455, |
|
"grad_norm": 0.5289472341537476, |
|
"learning_rate": 9.50090306530454e-05, |
|
"loss": 0.0222, |
|
"step": 126 |
|
}, |
|
{ |
|
"epoch": 11.636363636363637, |
|
"grad_norm": 0.5612404942512512, |
|
"learning_rate": 9.472900486219769e-05, |
|
"loss": 0.0233, |
|
"step": 128 |
|
}, |
|
{ |
|
"epoch": 11.818181818181818, |
|
"grad_norm": 0.6438562870025635, |
|
"learning_rate": 9.444177243274618e-05, |
|
"loss": 0.0245, |
|
"step": 130 |
|
}, |
|
{ |
|
"epoch": 12.0, |
|
"grad_norm": 0.9628269672393799, |
|
"learning_rate": 9.414737964294636e-05, |
|
"loss": 0.0371, |
|
"step": 132 |
|
}, |
|
{ |
|
"epoch": 12.0, |
|
"eval_loss": 1.0866872072219849, |
|
"eval_runtime": 25.0114, |
|
"eval_samples_per_second": 0.96, |
|
"eval_steps_per_second": 0.96, |
|
"step": 132 |
|
}, |
|
{ |
|
"epoch": 12.0, |
|
"step": 132, |
|
"total_flos": 1.0451916704605798e+17, |
|
"train_loss": 0.37940981721674855, |
|
"train_runtime": 3728.223, |
|
"train_samples_per_second": 1.18, |
|
"train_steps_per_second": 0.148 |
|
} |
|
], |
|
"logging_steps": 2, |
|
"max_steps": 550, |
|
"num_input_tokens_seen": 0, |
|
"num_train_epochs": 50, |
|
"save_steps": 25, |
|
"stateful_callbacks": { |
|
"EarlyStoppingCallback": { |
|
"args": { |
|
"early_stopping_patience": 7, |
|
"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": 1.0451916704605798e+17, |
|
"train_batch_size": 1, |
|
"trial_name": null, |
|
"trial_params": null |
|
} |
|
|