|
{ |
|
"best_metric": 1.0351691246032715, |
|
"best_model_checkpoint": "data/Llama-31-8B_task-2_180-samples_config-2_full/checkpoint-85", |
|
"epoch": 16.941176470588236, |
|
"eval_steps": 500, |
|
"global_step": 144, |
|
"is_hyper_param_search": false, |
|
"is_local_process_zero": true, |
|
"is_world_process_zero": true, |
|
"log_history": [ |
|
{ |
|
"epoch": 0.11764705882352941, |
|
"grad_norm": 0.5214905142784119, |
|
"learning_rate": 2.5e-06, |
|
"loss": 1.5966, |
|
"step": 1 |
|
}, |
|
{ |
|
"epoch": 0.23529411764705882, |
|
"grad_norm": 0.5420028567314148, |
|
"learning_rate": 5e-06, |
|
"loss": 1.6122, |
|
"step": 2 |
|
}, |
|
{ |
|
"epoch": 0.47058823529411764, |
|
"grad_norm": 0.4707539975643158, |
|
"learning_rate": 1e-05, |
|
"loss": 1.6094, |
|
"step": 4 |
|
}, |
|
{ |
|
"epoch": 0.7058823529411765, |
|
"grad_norm": 0.4507639706134796, |
|
"learning_rate": 1.5e-05, |
|
"loss": 1.5539, |
|
"step": 6 |
|
}, |
|
{ |
|
"epoch": 0.9411764705882353, |
|
"grad_norm": 0.44413137435913086, |
|
"learning_rate": 2e-05, |
|
"loss": 1.5563, |
|
"step": 8 |
|
}, |
|
{ |
|
"epoch": 0.9411764705882353, |
|
"eval_loss": 1.557669758796692, |
|
"eval_runtime": 37.0524, |
|
"eval_samples_per_second": 0.972, |
|
"eval_steps_per_second": 0.972, |
|
"step": 8 |
|
}, |
|
{ |
|
"epoch": 1.1764705882352942, |
|
"grad_norm": 0.502502977848053, |
|
"learning_rate": 2.5e-05, |
|
"loss": 1.5536, |
|
"step": 10 |
|
}, |
|
{ |
|
"epoch": 1.4117647058823528, |
|
"grad_norm": 0.381038099527359, |
|
"learning_rate": 3e-05, |
|
"loss": 1.5016, |
|
"step": 12 |
|
}, |
|
{ |
|
"epoch": 1.6470588235294117, |
|
"grad_norm": 0.3993341326713562, |
|
"learning_rate": 3.5e-05, |
|
"loss": 1.4584, |
|
"step": 14 |
|
}, |
|
{ |
|
"epoch": 1.8823529411764706, |
|
"grad_norm": 0.33516234159469604, |
|
"learning_rate": 4e-05, |
|
"loss": 1.4499, |
|
"step": 16 |
|
}, |
|
{ |
|
"epoch": 2.0, |
|
"eval_loss": 1.4146790504455566, |
|
"eval_runtime": 37.0216, |
|
"eval_samples_per_second": 0.972, |
|
"eval_steps_per_second": 0.972, |
|
"step": 17 |
|
}, |
|
{ |
|
"epoch": 2.1176470588235294, |
|
"grad_norm": 0.2883775234222412, |
|
"learning_rate": 4.5e-05, |
|
"loss": 1.4232, |
|
"step": 18 |
|
}, |
|
{ |
|
"epoch": 2.3529411764705883, |
|
"grad_norm": 0.23242510855197906, |
|
"learning_rate": 5e-05, |
|
"loss": 1.3566, |
|
"step": 20 |
|
}, |
|
{ |
|
"epoch": 2.588235294117647, |
|
"grad_norm": 0.24405810236930847, |
|
"learning_rate": 5.500000000000001e-05, |
|
"loss": 1.3283, |
|
"step": 22 |
|
}, |
|
{ |
|
"epoch": 2.8235294117647056, |
|
"grad_norm": 0.2586018145084381, |
|
"learning_rate": 6e-05, |
|
"loss": 1.3435, |
|
"step": 24 |
|
}, |
|
{ |
|
"epoch": 2.9411764705882355, |
|
"eval_loss": 1.2967584133148193, |
|
"eval_runtime": 37.0078, |
|
"eval_samples_per_second": 0.973, |
|
"eval_steps_per_second": 0.973, |
|
"step": 25 |
|
}, |
|
{ |
|
"epoch": 3.0588235294117645, |
|
"grad_norm": 0.2536551356315613, |
|
"learning_rate": 6.500000000000001e-05, |
|
"loss": 1.271, |
|
"step": 26 |
|
}, |
|
{ |
|
"epoch": 3.2941176470588234, |
|
"grad_norm": 0.20180310308933258, |
|
"learning_rate": 7e-05, |
|
"loss": 1.2373, |
|
"step": 28 |
|
}, |
|
{ |
|
"epoch": 3.5294117647058822, |
|
"grad_norm": 0.23023776710033417, |
|
"learning_rate": 7.500000000000001e-05, |
|
"loss": 1.1788, |
|
"step": 30 |
|
}, |
|
{ |
|
"epoch": 3.764705882352941, |
|
"grad_norm": 0.3016901910305023, |
|
"learning_rate": 8e-05, |
|
"loss": 1.1924, |
|
"step": 32 |
|
}, |
|
{ |
|
"epoch": 4.0, |
|
"grad_norm": 0.2720400094985962, |
|
"learning_rate": 8.5e-05, |
|
"loss": 1.0893, |
|
"step": 34 |
|
}, |
|
{ |
|
"epoch": 4.0, |
|
"eval_loss": 1.1421051025390625, |
|
"eval_runtime": 36.9984, |
|
"eval_samples_per_second": 0.973, |
|
"eval_steps_per_second": 0.973, |
|
"step": 34 |
|
}, |
|
{ |
|
"epoch": 4.235294117647059, |
|
"grad_norm": 0.2179834544658661, |
|
"learning_rate": 9e-05, |
|
"loss": 1.0829, |
|
"step": 36 |
|
}, |
|
{ |
|
"epoch": 4.470588235294118, |
|
"grad_norm": 0.17470435798168182, |
|
"learning_rate": 9.5e-05, |
|
"loss": 1.0623, |
|
"step": 38 |
|
}, |
|
{ |
|
"epoch": 4.705882352941177, |
|
"grad_norm": 0.1350124180316925, |
|
"learning_rate": 0.0001, |
|
"loss": 1.0629, |
|
"step": 40 |
|
}, |
|
{ |
|
"epoch": 4.9411764705882355, |
|
"grad_norm": 0.157378152012825, |
|
"learning_rate": 9.999238475781957e-05, |
|
"loss": 1.0304, |
|
"step": 42 |
|
}, |
|
{ |
|
"epoch": 4.9411764705882355, |
|
"eval_loss": 1.0948100090026855, |
|
"eval_runtime": 36.9995, |
|
"eval_samples_per_second": 0.973, |
|
"eval_steps_per_second": 0.973, |
|
"step": 42 |
|
}, |
|
{ |
|
"epoch": 5.176470588235294, |
|
"grad_norm": 0.12661626935005188, |
|
"learning_rate": 9.99695413509548e-05, |
|
"loss": 0.9981, |
|
"step": 44 |
|
}, |
|
{ |
|
"epoch": 5.411764705882353, |
|
"grad_norm": 0.13132977485656738, |
|
"learning_rate": 9.99314767377287e-05, |
|
"loss": 1.0463, |
|
"step": 46 |
|
}, |
|
{ |
|
"epoch": 5.647058823529412, |
|
"grad_norm": 0.13775759935379028, |
|
"learning_rate": 9.987820251299122e-05, |
|
"loss": 1.0092, |
|
"step": 48 |
|
}, |
|
{ |
|
"epoch": 5.882352941176471, |
|
"grad_norm": 0.11698019504547119, |
|
"learning_rate": 9.980973490458728e-05, |
|
"loss": 1.0336, |
|
"step": 50 |
|
}, |
|
{ |
|
"epoch": 6.0, |
|
"eval_loss": 1.0724878311157227, |
|
"eval_runtime": 37.0084, |
|
"eval_samples_per_second": 0.973, |
|
"eval_steps_per_second": 0.973, |
|
"step": 51 |
|
}, |
|
{ |
|
"epoch": 6.117647058823529, |
|
"grad_norm": 0.12450984865427017, |
|
"learning_rate": 9.972609476841367e-05, |
|
"loss": 0.9865, |
|
"step": 52 |
|
}, |
|
{ |
|
"epoch": 6.352941176470588, |
|
"grad_norm": 0.13155825436115265, |
|
"learning_rate": 9.962730758206611e-05, |
|
"loss": 0.9607, |
|
"step": 54 |
|
}, |
|
{ |
|
"epoch": 6.588235294117647, |
|
"grad_norm": 0.14671258628368378, |
|
"learning_rate": 9.951340343707852e-05, |
|
"loss": 0.9987, |
|
"step": 56 |
|
}, |
|
{ |
|
"epoch": 6.823529411764706, |
|
"grad_norm": 0.12457507848739624, |
|
"learning_rate": 9.938441702975689e-05, |
|
"loss": 1.0393, |
|
"step": 58 |
|
}, |
|
{ |
|
"epoch": 6.9411764705882355, |
|
"eval_loss": 1.0579314231872559, |
|
"eval_runtime": 36.9948, |
|
"eval_samples_per_second": 0.973, |
|
"eval_steps_per_second": 0.973, |
|
"step": 59 |
|
}, |
|
{ |
|
"epoch": 7.0588235294117645, |
|
"grad_norm": 0.13238783180713654, |
|
"learning_rate": 9.924038765061042e-05, |
|
"loss": 0.994, |
|
"step": 60 |
|
}, |
|
{ |
|
"epoch": 7.294117647058823, |
|
"grad_norm": 0.1260843425989151, |
|
"learning_rate": 9.908135917238321e-05, |
|
"loss": 0.98, |
|
"step": 62 |
|
}, |
|
{ |
|
"epoch": 7.529411764705882, |
|
"grad_norm": 0.13164746761322021, |
|
"learning_rate": 9.890738003669029e-05, |
|
"loss": 0.9447, |
|
"step": 64 |
|
}, |
|
{ |
|
"epoch": 7.764705882352941, |
|
"grad_norm": 0.13616593182086945, |
|
"learning_rate": 9.871850323926177e-05, |
|
"loss": 0.9456, |
|
"step": 66 |
|
}, |
|
{ |
|
"epoch": 8.0, |
|
"grad_norm": 0.15812847018241882, |
|
"learning_rate": 9.851478631379982e-05, |
|
"loss": 0.9727, |
|
"step": 68 |
|
}, |
|
{ |
|
"epoch": 8.0, |
|
"eval_loss": 1.0466517210006714, |
|
"eval_runtime": 37.0, |
|
"eval_samples_per_second": 0.973, |
|
"eval_steps_per_second": 0.973, |
|
"step": 68 |
|
}, |
|
{ |
|
"epoch": 8.235294117647058, |
|
"grad_norm": 0.14172162115573883, |
|
"learning_rate": 9.829629131445342e-05, |
|
"loss": 0.9399, |
|
"step": 70 |
|
}, |
|
{ |
|
"epoch": 8.470588235294118, |
|
"grad_norm": 0.15690505504608154, |
|
"learning_rate": 9.806308479691595e-05, |
|
"loss": 0.9677, |
|
"step": 72 |
|
}, |
|
{ |
|
"epoch": 8.705882352941176, |
|
"grad_norm": 0.15911728143692017, |
|
"learning_rate": 9.781523779815179e-05, |
|
"loss": 0.9473, |
|
"step": 74 |
|
}, |
|
{ |
|
"epoch": 8.941176470588236, |
|
"grad_norm": 0.1991043984889984, |
|
"learning_rate": 9.755282581475769e-05, |
|
"loss": 0.9068, |
|
"step": 76 |
|
}, |
|
{ |
|
"epoch": 8.941176470588236, |
|
"eval_loss": 1.039350986480713, |
|
"eval_runtime": 37.0233, |
|
"eval_samples_per_second": 0.972, |
|
"eval_steps_per_second": 0.972, |
|
"step": 76 |
|
}, |
|
{ |
|
"epoch": 9.176470588235293, |
|
"grad_norm": 0.17068785429000854, |
|
"learning_rate": 9.727592877996585e-05, |
|
"loss": 0.9201, |
|
"step": 78 |
|
}, |
|
{ |
|
"epoch": 9.411764705882353, |
|
"grad_norm": 0.16773968935012817, |
|
"learning_rate": 9.698463103929542e-05, |
|
"loss": 0.925, |
|
"step": 80 |
|
}, |
|
{ |
|
"epoch": 9.647058823529411, |
|
"grad_norm": 0.17334376275539398, |
|
"learning_rate": 9.667902132486009e-05, |
|
"loss": 0.9152, |
|
"step": 82 |
|
}, |
|
{ |
|
"epoch": 9.882352941176471, |
|
"grad_norm": 0.18037906289100647, |
|
"learning_rate": 9.635919272833938e-05, |
|
"loss": 0.9015, |
|
"step": 84 |
|
}, |
|
{ |
|
"epoch": 10.0, |
|
"eval_loss": 1.0351691246032715, |
|
"eval_runtime": 37.0191, |
|
"eval_samples_per_second": 0.972, |
|
"eval_steps_per_second": 0.972, |
|
"step": 85 |
|
}, |
|
{ |
|
"epoch": 10.117647058823529, |
|
"grad_norm": 0.17189693450927734, |
|
"learning_rate": 9.602524267262203e-05, |
|
"loss": 0.8763, |
|
"step": 86 |
|
}, |
|
{ |
|
"epoch": 10.352941176470589, |
|
"grad_norm": 0.18831922113895416, |
|
"learning_rate": 9.567727288213005e-05, |
|
"loss": 0.9003, |
|
"step": 88 |
|
}, |
|
{ |
|
"epoch": 10.588235294117647, |
|
"grad_norm": 0.18492361903190613, |
|
"learning_rate": 9.53153893518325e-05, |
|
"loss": 0.8576, |
|
"step": 90 |
|
}, |
|
{ |
|
"epoch": 10.823529411764707, |
|
"grad_norm": 0.22255094349384308, |
|
"learning_rate": 9.493970231495835e-05, |
|
"loss": 0.8647, |
|
"step": 92 |
|
}, |
|
{ |
|
"epoch": 10.941176470588236, |
|
"eval_loss": 1.037386417388916, |
|
"eval_runtime": 37.0133, |
|
"eval_samples_per_second": 0.973, |
|
"eval_steps_per_second": 0.973, |
|
"step": 93 |
|
}, |
|
{ |
|
"epoch": 11.058823529411764, |
|
"grad_norm": 0.2781403064727783, |
|
"learning_rate": 9.45503262094184e-05, |
|
"loss": 0.904, |
|
"step": 94 |
|
}, |
|
{ |
|
"epoch": 11.294117647058824, |
|
"grad_norm": 0.2218756228685379, |
|
"learning_rate": 9.414737964294636e-05, |
|
"loss": 0.8968, |
|
"step": 96 |
|
}, |
|
{ |
|
"epoch": 11.529411764705882, |
|
"grad_norm": 0.2906467020511627, |
|
"learning_rate": 9.373098535696979e-05, |
|
"loss": 0.8088, |
|
"step": 98 |
|
}, |
|
{ |
|
"epoch": 11.764705882352942, |
|
"grad_norm": 0.2616478502750397, |
|
"learning_rate": 9.330127018922194e-05, |
|
"loss": 0.8433, |
|
"step": 100 |
|
}, |
|
{ |
|
"epoch": 12.0, |
|
"grad_norm": 0.26752302050590515, |
|
"learning_rate": 9.285836503510562e-05, |
|
"loss": 0.798, |
|
"step": 102 |
|
}, |
|
{ |
|
"epoch": 12.0, |
|
"eval_loss": 1.052980899810791, |
|
"eval_runtime": 37.0134, |
|
"eval_samples_per_second": 0.973, |
|
"eval_steps_per_second": 0.973, |
|
"step": 102 |
|
}, |
|
{ |
|
"epoch": 12.235294117647058, |
|
"grad_norm": 0.29832029342651367, |
|
"learning_rate": 9.24024048078213e-05, |
|
"loss": 0.7826, |
|
"step": 104 |
|
}, |
|
{ |
|
"epoch": 12.470588235294118, |
|
"grad_norm": 0.35154664516448975, |
|
"learning_rate": 9.193352839727121e-05, |
|
"loss": 0.7799, |
|
"step": 106 |
|
}, |
|
{ |
|
"epoch": 12.705882352941176, |
|
"grad_norm": 0.35771840810775757, |
|
"learning_rate": 9.145187862775209e-05, |
|
"loss": 0.8146, |
|
"step": 108 |
|
}, |
|
{ |
|
"epoch": 12.941176470588236, |
|
"grad_norm": 0.3104204833507538, |
|
"learning_rate": 9.09576022144496e-05, |
|
"loss": 0.795, |
|
"step": 110 |
|
}, |
|
{ |
|
"epoch": 12.941176470588236, |
|
"eval_loss": 1.066689133644104, |
|
"eval_runtime": 37.0122, |
|
"eval_samples_per_second": 0.973, |
|
"eval_steps_per_second": 0.973, |
|
"step": 110 |
|
}, |
|
{ |
|
"epoch": 13.176470588235293, |
|
"grad_norm": 0.3114722967147827, |
|
"learning_rate": 9.045084971874738e-05, |
|
"loss": 0.7704, |
|
"step": 112 |
|
}, |
|
{ |
|
"epoch": 13.411764705882353, |
|
"grad_norm": 0.39343976974487305, |
|
"learning_rate": 8.993177550236464e-05, |
|
"loss": 0.7026, |
|
"step": 114 |
|
}, |
|
{ |
|
"epoch": 13.647058823529411, |
|
"grad_norm": 0.5083499550819397, |
|
"learning_rate": 8.940053768033609e-05, |
|
"loss": 0.737, |
|
"step": 116 |
|
}, |
|
{ |
|
"epoch": 13.882352941176471, |
|
"grad_norm": 0.39240530133247375, |
|
"learning_rate": 8.885729807284856e-05, |
|
"loss": 0.7562, |
|
"step": 118 |
|
}, |
|
{ |
|
"epoch": 14.0, |
|
"eval_loss": 1.09353506565094, |
|
"eval_runtime": 37.0188, |
|
"eval_samples_per_second": 0.972, |
|
"eval_steps_per_second": 0.972, |
|
"step": 119 |
|
}, |
|
{ |
|
"epoch": 14.117647058823529, |
|
"grad_norm": 0.4597809612751007, |
|
"learning_rate": 8.83022221559489e-05, |
|
"loss": 0.7452, |
|
"step": 120 |
|
}, |
|
{ |
|
"epoch": 14.352941176470589, |
|
"grad_norm": 0.48050206899642944, |
|
"learning_rate": 8.773547901113862e-05, |
|
"loss": 0.6235, |
|
"step": 122 |
|
}, |
|
{ |
|
"epoch": 14.588235294117647, |
|
"grad_norm": 0.45742419362068176, |
|
"learning_rate": 8.715724127386972e-05, |
|
"loss": 0.713, |
|
"step": 124 |
|
}, |
|
{ |
|
"epoch": 14.823529411764707, |
|
"grad_norm": 0.5329111218452454, |
|
"learning_rate": 8.656768508095853e-05, |
|
"loss": 0.6454, |
|
"step": 126 |
|
}, |
|
{ |
|
"epoch": 14.941176470588236, |
|
"eval_loss": 1.1195636987686157, |
|
"eval_runtime": 37.0104, |
|
"eval_samples_per_second": 0.973, |
|
"eval_steps_per_second": 0.973, |
|
"step": 127 |
|
}, |
|
{ |
|
"epoch": 15.058823529411764, |
|
"grad_norm": 0.602240800857544, |
|
"learning_rate": 8.596699001693255e-05, |
|
"loss": 0.6981, |
|
"step": 128 |
|
}, |
|
{ |
|
"epoch": 15.294117647058824, |
|
"grad_norm": 1.2815865278244019, |
|
"learning_rate": 8.535533905932738e-05, |
|
"loss": 0.6211, |
|
"step": 130 |
|
}, |
|
{ |
|
"epoch": 15.529411764705882, |
|
"grad_norm": 0.7014145255088806, |
|
"learning_rate": 8.473291852294987e-05, |
|
"loss": 0.6437, |
|
"step": 132 |
|
}, |
|
{ |
|
"epoch": 15.764705882352942, |
|
"grad_norm": 0.7518697381019592, |
|
"learning_rate": 8.409991800312493e-05, |
|
"loss": 0.6435, |
|
"step": 134 |
|
}, |
|
{ |
|
"epoch": 16.0, |
|
"grad_norm": 0.6456379294395447, |
|
"learning_rate": 8.345653031794292e-05, |
|
"loss": 0.5665, |
|
"step": 136 |
|
}, |
|
{ |
|
"epoch": 16.0, |
|
"eval_loss": 1.1875462532043457, |
|
"eval_runtime": 37.0165, |
|
"eval_samples_per_second": 0.973, |
|
"eval_steps_per_second": 0.973, |
|
"step": 136 |
|
}, |
|
{ |
|
"epoch": 16.235294117647058, |
|
"grad_norm": 2.2997963428497314, |
|
"learning_rate": 8.280295144952536e-05, |
|
"loss": 0.5285, |
|
"step": 138 |
|
}, |
|
{ |
|
"epoch": 16.470588235294116, |
|
"grad_norm": 0.7830283045768738, |
|
"learning_rate": 8.213938048432697e-05, |
|
"loss": 0.6144, |
|
"step": 140 |
|
}, |
|
{ |
|
"epoch": 16.705882352941178, |
|
"grad_norm": 0.6990455389022827, |
|
"learning_rate": 8.146601955249188e-05, |
|
"loss": 0.5474, |
|
"step": 142 |
|
}, |
|
{ |
|
"epoch": 16.941176470588236, |
|
"grad_norm": 1.0758552551269531, |
|
"learning_rate": 8.07830737662829e-05, |
|
"loss": 0.565, |
|
"step": 144 |
|
}, |
|
{ |
|
"epoch": 16.941176470588236, |
|
"eval_loss": 1.2293667793273926, |
|
"eval_runtime": 37.0081, |
|
"eval_samples_per_second": 0.973, |
|
"eval_steps_per_second": 0.973, |
|
"step": 144 |
|
}, |
|
{ |
|
"epoch": 16.941176470588236, |
|
"step": 144, |
|
"total_flos": 2.2129957988519117e+17, |
|
"train_loss": 0.9785721999489598, |
|
"train_runtime": 7905.4252, |
|
"train_samples_per_second": 0.86, |
|
"train_steps_per_second": 0.051 |
|
} |
|
], |
|
"logging_steps": 2, |
|
"max_steps": 400, |
|
"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": 2.2129957988519117e+17, |
|
"train_batch_size": 1, |
|
"trial_name": null, |
|
"trial_params": null |
|
} |
|
|