|
{ |
|
"best_metric": 0.3613213300704956, |
|
"best_model_checkpoint": "mikhail_panzo/zlm_b64_le4_s12000/checkpoint-3000", |
|
"epoch": 2.5125628140703515, |
|
"eval_steps": 500, |
|
"global_step": 3000, |
|
"is_hyper_param_search": false, |
|
"is_local_process_zero": true, |
|
"is_world_process_zero": true, |
|
"log_history": [ |
|
{ |
|
"epoch": 0.04187604690117253, |
|
"grad_norm": 3.0184223651885986, |
|
"learning_rate": 2.35e-06, |
|
"loss": 1.1206, |
|
"step": 50 |
|
}, |
|
{ |
|
"epoch": 0.08375209380234507, |
|
"grad_norm": 3.4442005157470703, |
|
"learning_rate": 4.85e-06, |
|
"loss": 0.8185, |
|
"step": 100 |
|
}, |
|
{ |
|
"epoch": 0.12562814070351758, |
|
"grad_norm": 2.6812493801116943, |
|
"learning_rate": 7.35e-06, |
|
"loss": 0.7576, |
|
"step": 150 |
|
}, |
|
{ |
|
"epoch": 0.16750418760469013, |
|
"grad_norm": 4.518482685089111, |
|
"learning_rate": 9.85e-06, |
|
"loss": 0.6938, |
|
"step": 200 |
|
}, |
|
{ |
|
"epoch": 0.20938023450586266, |
|
"grad_norm": 4.683146953582764, |
|
"learning_rate": 1.235e-05, |
|
"loss": 0.6386, |
|
"step": 250 |
|
}, |
|
{ |
|
"epoch": 0.25125628140703515, |
|
"grad_norm": 2.7392578125, |
|
"learning_rate": 1.485e-05, |
|
"loss": 0.6226, |
|
"step": 300 |
|
}, |
|
{ |
|
"epoch": 0.2931323283082077, |
|
"grad_norm": 2.017056465148926, |
|
"learning_rate": 1.7349999999999998e-05, |
|
"loss": 0.6128, |
|
"step": 350 |
|
}, |
|
{ |
|
"epoch": 0.33500837520938026, |
|
"grad_norm": 3.6669230461120605, |
|
"learning_rate": 1.985e-05, |
|
"loss": 0.5675, |
|
"step": 400 |
|
}, |
|
{ |
|
"epoch": 0.3768844221105528, |
|
"grad_norm": 4.16896915435791, |
|
"learning_rate": 2.235e-05, |
|
"loss": 0.5655, |
|
"step": 450 |
|
}, |
|
{ |
|
"epoch": 0.4187604690117253, |
|
"grad_norm": 3.691459894180298, |
|
"learning_rate": 2.485e-05, |
|
"loss": 0.5487, |
|
"step": 500 |
|
}, |
|
{ |
|
"epoch": 0.4187604690117253, |
|
"eval_loss": 0.47458764910697937, |
|
"eval_runtime": 214.7196, |
|
"eval_samples_per_second": 39.535, |
|
"eval_steps_per_second": 4.946, |
|
"step": 500 |
|
}, |
|
{ |
|
"epoch": 0.46063651591289784, |
|
"grad_norm": 3.3792996406555176, |
|
"learning_rate": 2.7350000000000004e-05, |
|
"loss": 0.5232, |
|
"step": 550 |
|
}, |
|
{ |
|
"epoch": 0.5025125628140703, |
|
"grad_norm": 3.6263363361358643, |
|
"learning_rate": 2.985e-05, |
|
"loss": 0.5132, |
|
"step": 600 |
|
}, |
|
{ |
|
"epoch": 0.5443886097152428, |
|
"grad_norm": 2.652538776397705, |
|
"learning_rate": 3.235e-05, |
|
"loss": 0.5067, |
|
"step": 650 |
|
}, |
|
{ |
|
"epoch": 0.5862646566164154, |
|
"grad_norm": 3.5355172157287598, |
|
"learning_rate": 3.485e-05, |
|
"loss": 0.4981, |
|
"step": 700 |
|
}, |
|
{ |
|
"epoch": 0.628140703517588, |
|
"grad_norm": 2.5035619735717773, |
|
"learning_rate": 3.735e-05, |
|
"loss": 0.5094, |
|
"step": 750 |
|
}, |
|
{ |
|
"epoch": 0.6700167504187605, |
|
"grad_norm": 2.9585518836975098, |
|
"learning_rate": 3.9850000000000006e-05, |
|
"loss": 0.5053, |
|
"step": 800 |
|
}, |
|
{ |
|
"epoch": 0.711892797319933, |
|
"grad_norm": 9.997116088867188, |
|
"learning_rate": 4.235e-05, |
|
"loss": 0.502, |
|
"step": 850 |
|
}, |
|
{ |
|
"epoch": 0.7537688442211056, |
|
"grad_norm": 1.8630377054214478, |
|
"learning_rate": 4.4850000000000006e-05, |
|
"loss": 0.483, |
|
"step": 900 |
|
}, |
|
{ |
|
"epoch": 0.7956448911222781, |
|
"grad_norm": 1.5534099340438843, |
|
"learning_rate": 4.735e-05, |
|
"loss": 0.4743, |
|
"step": 950 |
|
}, |
|
{ |
|
"epoch": 0.8375209380234506, |
|
"grad_norm": 2.8155503273010254, |
|
"learning_rate": 4.9850000000000006e-05, |
|
"loss": 0.483, |
|
"step": 1000 |
|
}, |
|
{ |
|
"epoch": 0.8375209380234506, |
|
"eval_loss": 0.4226582944393158, |
|
"eval_runtime": 213.2339, |
|
"eval_samples_per_second": 39.811, |
|
"eval_steps_per_second": 4.98, |
|
"step": 1000 |
|
}, |
|
{ |
|
"epoch": 0.8793969849246231, |
|
"grad_norm": 4.2074055671691895, |
|
"learning_rate": 5.235e-05, |
|
"loss": 0.4625, |
|
"step": 1050 |
|
}, |
|
{ |
|
"epoch": 0.9212730318257957, |
|
"grad_norm": 2.215416431427002, |
|
"learning_rate": 5.485e-05, |
|
"loss": 0.461, |
|
"step": 1100 |
|
}, |
|
{ |
|
"epoch": 0.9631490787269682, |
|
"grad_norm": 3.3321831226348877, |
|
"learning_rate": 5.7350000000000005e-05, |
|
"loss": 0.4807, |
|
"step": 1150 |
|
}, |
|
{ |
|
"epoch": 1.0050251256281406, |
|
"grad_norm": 3.5796420574188232, |
|
"learning_rate": 5.9850000000000005e-05, |
|
"loss": 0.4456, |
|
"step": 1200 |
|
}, |
|
{ |
|
"epoch": 1.0469011725293131, |
|
"grad_norm": 2.3565518856048584, |
|
"learning_rate": 6.235000000000001e-05, |
|
"loss": 0.4664, |
|
"step": 1250 |
|
}, |
|
{ |
|
"epoch": 1.0887772194304857, |
|
"grad_norm": 3.147794485092163, |
|
"learning_rate": 6.485e-05, |
|
"loss": 0.4681, |
|
"step": 1300 |
|
}, |
|
{ |
|
"epoch": 1.1306532663316582, |
|
"grad_norm": 3.028409957885742, |
|
"learning_rate": 6.735e-05, |
|
"loss": 0.4663, |
|
"step": 1350 |
|
}, |
|
{ |
|
"epoch": 1.1725293132328307, |
|
"grad_norm": 4.820915222167969, |
|
"learning_rate": 6.985e-05, |
|
"loss": 0.4493, |
|
"step": 1400 |
|
}, |
|
{ |
|
"epoch": 1.2144053601340032, |
|
"grad_norm": 1.93254816532135, |
|
"learning_rate": 7.235000000000001e-05, |
|
"loss": 0.4413, |
|
"step": 1450 |
|
}, |
|
{ |
|
"epoch": 1.2562814070351758, |
|
"grad_norm": 2.237015724182129, |
|
"learning_rate": 7.485e-05, |
|
"loss": 0.432, |
|
"step": 1500 |
|
}, |
|
{ |
|
"epoch": 1.2562814070351758, |
|
"eval_loss": 0.39829039573669434, |
|
"eval_runtime": 217.3782, |
|
"eval_samples_per_second": 39.052, |
|
"eval_steps_per_second": 4.885, |
|
"step": 1500 |
|
}, |
|
{ |
|
"epoch": 1.2981574539363483, |
|
"grad_norm": 1.709120273590088, |
|
"learning_rate": 7.735e-05, |
|
"loss": 0.4361, |
|
"step": 1550 |
|
}, |
|
{ |
|
"epoch": 1.3400335008375208, |
|
"grad_norm": 3.733328104019165, |
|
"learning_rate": 7.985e-05, |
|
"loss": 0.4357, |
|
"step": 1600 |
|
}, |
|
{ |
|
"epoch": 1.3819095477386933, |
|
"grad_norm": 4.131324768066406, |
|
"learning_rate": 8.235000000000001e-05, |
|
"loss": 0.4445, |
|
"step": 1650 |
|
}, |
|
{ |
|
"epoch": 1.4237855946398659, |
|
"grad_norm": 2.2893927097320557, |
|
"learning_rate": 8.485e-05, |
|
"loss": 0.4379, |
|
"step": 1700 |
|
}, |
|
{ |
|
"epoch": 1.4656616415410384, |
|
"grad_norm": 2.1464734077453613, |
|
"learning_rate": 8.735000000000001e-05, |
|
"loss": 0.4393, |
|
"step": 1750 |
|
}, |
|
{ |
|
"epoch": 1.507537688442211, |
|
"grad_norm": 2.01698637008667, |
|
"learning_rate": 8.985e-05, |
|
"loss": 0.4341, |
|
"step": 1800 |
|
}, |
|
{ |
|
"epoch": 1.5494137353433834, |
|
"grad_norm": 2.259115219116211, |
|
"learning_rate": 9.235000000000001e-05, |
|
"loss": 0.4324, |
|
"step": 1850 |
|
}, |
|
{ |
|
"epoch": 1.591289782244556, |
|
"grad_norm": 2.0072858333587646, |
|
"learning_rate": 9.485e-05, |
|
"loss": 0.4327, |
|
"step": 1900 |
|
}, |
|
{ |
|
"epoch": 1.6331658291457285, |
|
"grad_norm": 2.060303211212158, |
|
"learning_rate": 9.735000000000001e-05, |
|
"loss": 0.4279, |
|
"step": 1950 |
|
}, |
|
{ |
|
"epoch": 1.675041876046901, |
|
"grad_norm": 1.2846741676330566, |
|
"learning_rate": 9.985000000000001e-05, |
|
"loss": 0.429, |
|
"step": 2000 |
|
}, |
|
{ |
|
"epoch": 1.675041876046901, |
|
"eval_loss": 0.3953319191932678, |
|
"eval_runtime": 217.8108, |
|
"eval_samples_per_second": 38.974, |
|
"eval_steps_per_second": 4.876, |
|
"step": 2000 |
|
}, |
|
{ |
|
"epoch": 1.7169179229480735, |
|
"grad_norm": 2.253840923309326, |
|
"learning_rate": 9.953e-05, |
|
"loss": 0.4264, |
|
"step": 2050 |
|
}, |
|
{ |
|
"epoch": 1.758793969849246, |
|
"grad_norm": 1.3114299774169922, |
|
"learning_rate": 9.903e-05, |
|
"loss": 0.4355, |
|
"step": 2100 |
|
}, |
|
{ |
|
"epoch": 1.8006700167504186, |
|
"grad_norm": 1.8178610801696777, |
|
"learning_rate": 9.853e-05, |
|
"loss": 0.4256, |
|
"step": 2150 |
|
}, |
|
{ |
|
"epoch": 1.8425460636515911, |
|
"grad_norm": 2.1193735599517822, |
|
"learning_rate": 9.803e-05, |
|
"loss": 0.4305, |
|
"step": 2200 |
|
}, |
|
{ |
|
"epoch": 1.8844221105527639, |
|
"grad_norm": 1.6871263980865479, |
|
"learning_rate": 9.753e-05, |
|
"loss": 0.4106, |
|
"step": 2250 |
|
}, |
|
{ |
|
"epoch": 1.9262981574539364, |
|
"grad_norm": 1.2699921131134033, |
|
"learning_rate": 9.703000000000001e-05, |
|
"loss": 0.4156, |
|
"step": 2300 |
|
}, |
|
{ |
|
"epoch": 1.968174204355109, |
|
"grad_norm": 1.7966769933700562, |
|
"learning_rate": 9.653000000000001e-05, |
|
"loss": 0.4257, |
|
"step": 2350 |
|
}, |
|
{ |
|
"epoch": 2.0100502512562812, |
|
"grad_norm": 1.7838683128356934, |
|
"learning_rate": 9.603000000000001e-05, |
|
"loss": 0.4156, |
|
"step": 2400 |
|
}, |
|
{ |
|
"epoch": 2.0519262981574538, |
|
"grad_norm": 1.4161527156829834, |
|
"learning_rate": 9.553e-05, |
|
"loss": 0.4096, |
|
"step": 2450 |
|
}, |
|
{ |
|
"epoch": 2.0938023450586263, |
|
"grad_norm": 1.5864896774291992, |
|
"learning_rate": 9.503e-05, |
|
"loss": 0.4168, |
|
"step": 2500 |
|
}, |
|
{ |
|
"epoch": 2.0938023450586263, |
|
"eval_loss": 0.3701198697090149, |
|
"eval_runtime": 220.4399, |
|
"eval_samples_per_second": 38.509, |
|
"eval_steps_per_second": 4.818, |
|
"step": 2500 |
|
}, |
|
{ |
|
"epoch": 2.135678391959799, |
|
"grad_norm": 1.2460856437683105, |
|
"learning_rate": 9.453e-05, |
|
"loss": 0.415, |
|
"step": 2550 |
|
}, |
|
{ |
|
"epoch": 2.1775544388609713, |
|
"grad_norm": 1.994315266609192, |
|
"learning_rate": 9.403e-05, |
|
"loss": 0.4075, |
|
"step": 2600 |
|
}, |
|
{ |
|
"epoch": 2.219430485762144, |
|
"grad_norm": 2.148324966430664, |
|
"learning_rate": 9.353000000000001e-05, |
|
"loss": 0.4077, |
|
"step": 2650 |
|
}, |
|
{ |
|
"epoch": 2.2613065326633164, |
|
"grad_norm": 1.7242035865783691, |
|
"learning_rate": 9.303000000000001e-05, |
|
"loss": 0.4044, |
|
"step": 2700 |
|
}, |
|
{ |
|
"epoch": 2.3031825795644894, |
|
"grad_norm": 1.912110447883606, |
|
"learning_rate": 9.253000000000001e-05, |
|
"loss": 0.4075, |
|
"step": 2750 |
|
}, |
|
{ |
|
"epoch": 2.3450586264656614, |
|
"grad_norm": 1.3661189079284668, |
|
"learning_rate": 9.203000000000001e-05, |
|
"loss": 0.4041, |
|
"step": 2800 |
|
}, |
|
{ |
|
"epoch": 2.3869346733668344, |
|
"grad_norm": 1.7083531618118286, |
|
"learning_rate": 9.153e-05, |
|
"loss": 0.396, |
|
"step": 2850 |
|
}, |
|
{ |
|
"epoch": 2.4288107202680065, |
|
"grad_norm": 1.7829670906066895, |
|
"learning_rate": 9.103e-05, |
|
"loss": 0.4042, |
|
"step": 2900 |
|
}, |
|
{ |
|
"epoch": 2.4706867671691795, |
|
"grad_norm": 2.188753366470337, |
|
"learning_rate": 9.053e-05, |
|
"loss": 0.3963, |
|
"step": 2950 |
|
}, |
|
{ |
|
"epoch": 2.5125628140703515, |
|
"grad_norm": 1.2608036994934082, |
|
"learning_rate": 9.003e-05, |
|
"loss": 0.4021, |
|
"step": 3000 |
|
}, |
|
{ |
|
"epoch": 2.5125628140703515, |
|
"eval_loss": 0.3613213300704956, |
|
"eval_runtime": 214.7226, |
|
"eval_samples_per_second": 39.535, |
|
"eval_steps_per_second": 4.946, |
|
"step": 3000 |
|
} |
|
], |
|
"logging_steps": 50, |
|
"max_steps": 12000, |
|
"num_input_tokens_seen": 0, |
|
"num_train_epochs": 11, |
|
"save_steps": 500, |
|
"stateful_callbacks": { |
|
"TrainerControl": { |
|
"args": { |
|
"should_epoch_stop": false, |
|
"should_evaluate": false, |
|
"should_log": false, |
|
"should_save": true, |
|
"should_training_stop": false |
|
}, |
|
"attributes": {} |
|
} |
|
}, |
|
"total_flos": 2.915701212952915e+16, |
|
"train_batch_size": 32, |
|
"trial_name": null, |
|
"trial_params": null |
|
} |
|
|