|
{ |
|
"best_metric": 0.12139405310153961, |
|
"best_model_checkpoint": "saves/psy-course-info/Ministral-8B-Instruct-2410/train/fold2/checkpoint-70", |
|
"epoch": 4.938271604938271, |
|
"eval_steps": 10, |
|
"global_step": 125, |
|
"is_hyper_param_search": false, |
|
"is_local_process_zero": true, |
|
"is_world_process_zero": true, |
|
"log_history": [ |
|
{ |
|
"epoch": 0.03950617283950617, |
|
"grad_norm": 1.9392163753509521, |
|
"learning_rate": 7.692307692307694e-06, |
|
"loss": 0.8147, |
|
"step": 1 |
|
}, |
|
{ |
|
"epoch": 0.07901234567901234, |
|
"grad_norm": 2.0744500160217285, |
|
"learning_rate": 1.5384615384615387e-05, |
|
"loss": 0.9249, |
|
"step": 2 |
|
}, |
|
{ |
|
"epoch": 0.11851851851851852, |
|
"grad_norm": 2.1147079467773438, |
|
"learning_rate": 2.307692307692308e-05, |
|
"loss": 0.9351, |
|
"step": 3 |
|
}, |
|
{ |
|
"epoch": 0.1580246913580247, |
|
"grad_norm": 2.055079460144043, |
|
"learning_rate": 3.0769230769230774e-05, |
|
"loss": 0.9152, |
|
"step": 4 |
|
}, |
|
{ |
|
"epoch": 0.19753086419753085, |
|
"grad_norm": 1.8916347026824951, |
|
"learning_rate": 3.846153846153846e-05, |
|
"loss": 0.843, |
|
"step": 5 |
|
}, |
|
{ |
|
"epoch": 0.23703703703703705, |
|
"grad_norm": 2.1509392261505127, |
|
"learning_rate": 4.615384615384616e-05, |
|
"loss": 0.7458, |
|
"step": 6 |
|
}, |
|
{ |
|
"epoch": 0.2765432098765432, |
|
"grad_norm": 1.9193289279937744, |
|
"learning_rate": 5.384615384615385e-05, |
|
"loss": 0.7233, |
|
"step": 7 |
|
}, |
|
{ |
|
"epoch": 0.3160493827160494, |
|
"grad_norm": 1.467572808265686, |
|
"learning_rate": 6.153846153846155e-05, |
|
"loss": 0.552, |
|
"step": 8 |
|
}, |
|
{ |
|
"epoch": 0.35555555555555557, |
|
"grad_norm": 1.462829351425171, |
|
"learning_rate": 6.923076923076924e-05, |
|
"loss": 0.5136, |
|
"step": 9 |
|
}, |
|
{ |
|
"epoch": 0.3950617283950617, |
|
"grad_norm": 1.2101597785949707, |
|
"learning_rate": 7.692307692307693e-05, |
|
"loss": 0.4274, |
|
"step": 10 |
|
}, |
|
{ |
|
"epoch": 0.3950617283950617, |
|
"eval_loss": 0.36409687995910645, |
|
"eval_runtime": 21.4172, |
|
"eval_samples_per_second": 2.101, |
|
"eval_steps_per_second": 2.101, |
|
"step": 10 |
|
}, |
|
{ |
|
"epoch": 0.4345679012345679, |
|
"grad_norm": 1.5486946105957031, |
|
"learning_rate": 8.461538461538461e-05, |
|
"loss": 0.3841, |
|
"step": 11 |
|
}, |
|
{ |
|
"epoch": 0.4740740740740741, |
|
"grad_norm": 1.572493553161621, |
|
"learning_rate": 9.230769230769232e-05, |
|
"loss": 0.3212, |
|
"step": 12 |
|
}, |
|
{ |
|
"epoch": 0.5135802469135803, |
|
"grad_norm": 0.8203847408294678, |
|
"learning_rate": 0.0001, |
|
"loss": 0.2499, |
|
"step": 13 |
|
}, |
|
{ |
|
"epoch": 0.5530864197530864, |
|
"grad_norm": 0.7756222486495972, |
|
"learning_rate": 9.998033131915266e-05, |
|
"loss": 0.2554, |
|
"step": 14 |
|
}, |
|
{ |
|
"epoch": 0.5925925925925926, |
|
"grad_norm": 0.7892242074012756, |
|
"learning_rate": 9.992134075089084e-05, |
|
"loss": 0.2115, |
|
"step": 15 |
|
}, |
|
{ |
|
"epoch": 0.6320987654320988, |
|
"grad_norm": 0.8253913521766663, |
|
"learning_rate": 9.982307470588098e-05, |
|
"loss": 0.2206, |
|
"step": 16 |
|
}, |
|
{ |
|
"epoch": 0.671604938271605, |
|
"grad_norm": 0.7081310749053955, |
|
"learning_rate": 9.968561049466214e-05, |
|
"loss": 0.2433, |
|
"step": 17 |
|
}, |
|
{ |
|
"epoch": 0.7111111111111111, |
|
"grad_norm": 0.79506915807724, |
|
"learning_rate": 9.950905626682228e-05, |
|
"loss": 0.1785, |
|
"step": 18 |
|
}, |
|
{ |
|
"epoch": 0.7506172839506173, |
|
"grad_norm": 0.6451151371002197, |
|
"learning_rate": 9.92935509259118e-05, |
|
"loss": 0.1689, |
|
"step": 19 |
|
}, |
|
{ |
|
"epoch": 0.7901234567901234, |
|
"grad_norm": 0.7431484460830688, |
|
"learning_rate": 9.903926402016153e-05, |
|
"loss": 0.1848, |
|
"step": 20 |
|
}, |
|
{ |
|
"epoch": 0.7901234567901234, |
|
"eval_loss": 0.18945984542369843, |
|
"eval_runtime": 21.2889, |
|
"eval_samples_per_second": 2.114, |
|
"eval_steps_per_second": 2.114, |
|
"step": 20 |
|
}, |
|
{ |
|
"epoch": 0.8296296296296296, |
|
"grad_norm": 0.7917724847793579, |
|
"learning_rate": 9.874639560909117e-05, |
|
"loss": 0.2267, |
|
"step": 21 |
|
}, |
|
{ |
|
"epoch": 0.8691358024691358, |
|
"grad_norm": 0.6341084241867065, |
|
"learning_rate": 9.841517610611309e-05, |
|
"loss": 0.1831, |
|
"step": 22 |
|
}, |
|
{ |
|
"epoch": 0.908641975308642, |
|
"grad_norm": 0.728559136390686, |
|
"learning_rate": 9.804586609725499e-05, |
|
"loss": 0.1746, |
|
"step": 23 |
|
}, |
|
{ |
|
"epoch": 0.9481481481481482, |
|
"grad_norm": 0.7549369931221008, |
|
"learning_rate": 9.763875613614482e-05, |
|
"loss": 0.1538, |
|
"step": 24 |
|
}, |
|
{ |
|
"epoch": 0.9876543209876543, |
|
"grad_norm": 0.8737193942070007, |
|
"learning_rate": 9.719416651541839e-05, |
|
"loss": 0.1828, |
|
"step": 25 |
|
}, |
|
{ |
|
"epoch": 1.0271604938271606, |
|
"grad_norm": 0.6450258493423462, |
|
"learning_rate": 9.671244701472999e-05, |
|
"loss": 0.1621, |
|
"step": 26 |
|
}, |
|
{ |
|
"epoch": 1.0666666666666667, |
|
"grad_norm": 0.6465139389038086, |
|
"learning_rate": 9.619397662556435e-05, |
|
"loss": 0.1145, |
|
"step": 27 |
|
}, |
|
{ |
|
"epoch": 1.106172839506173, |
|
"grad_norm": 0.5950374007225037, |
|
"learning_rate": 9.563916325306594e-05, |
|
"loss": 0.1578, |
|
"step": 28 |
|
}, |
|
{ |
|
"epoch": 1.145679012345679, |
|
"grad_norm": 0.5813158750534058, |
|
"learning_rate": 9.504844339512095e-05, |
|
"loss": 0.1207, |
|
"step": 29 |
|
}, |
|
{ |
|
"epoch": 1.1851851851851851, |
|
"grad_norm": 0.6251365542411804, |
|
"learning_rate": 9.442228179894362e-05, |
|
"loss": 0.1516, |
|
"step": 30 |
|
}, |
|
{ |
|
"epoch": 1.1851851851851851, |
|
"eval_loss": 0.15647557377815247, |
|
"eval_runtime": 21.2827, |
|
"eval_samples_per_second": 2.114, |
|
"eval_steps_per_second": 2.114, |
|
"step": 30 |
|
}, |
|
{ |
|
"epoch": 1.2246913580246914, |
|
"grad_norm": 0.5688738822937012, |
|
"learning_rate": 9.376117109543769e-05, |
|
"loss": 0.1453, |
|
"step": 31 |
|
}, |
|
{ |
|
"epoch": 1.2641975308641975, |
|
"grad_norm": 0.638246476650238, |
|
"learning_rate": 9.306563141162046e-05, |
|
"loss": 0.1472, |
|
"step": 32 |
|
}, |
|
{ |
|
"epoch": 1.3037037037037038, |
|
"grad_norm": 0.6661675572395325, |
|
"learning_rate": 9.233620996141421e-05, |
|
"loss": 0.1117, |
|
"step": 33 |
|
}, |
|
{ |
|
"epoch": 1.34320987654321, |
|
"grad_norm": 0.6050694584846497, |
|
"learning_rate": 9.157348061512727e-05, |
|
"loss": 0.1054, |
|
"step": 34 |
|
}, |
|
{ |
|
"epoch": 1.382716049382716, |
|
"grad_norm": 0.7352551817893982, |
|
"learning_rate": 9.077804344796302e-05, |
|
"loss": 0.1301, |
|
"step": 35 |
|
}, |
|
{ |
|
"epoch": 1.4222222222222223, |
|
"grad_norm": 0.7025603652000427, |
|
"learning_rate": 8.995052426791247e-05, |
|
"loss": 0.1268, |
|
"step": 36 |
|
}, |
|
{ |
|
"epoch": 1.4617283950617284, |
|
"grad_norm": 0.6238076686859131, |
|
"learning_rate": 8.90915741234015e-05, |
|
"loss": 0.0965, |
|
"step": 37 |
|
}, |
|
{ |
|
"epoch": 1.5012345679012347, |
|
"grad_norm": 0.6396238207817078, |
|
"learning_rate": 8.820186879108038e-05, |
|
"loss": 0.131, |
|
"step": 38 |
|
}, |
|
{ |
|
"epoch": 1.5407407407407407, |
|
"grad_norm": 0.6953352689743042, |
|
"learning_rate": 8.728210824415827e-05, |
|
"loss": 0.1356, |
|
"step": 39 |
|
}, |
|
{ |
|
"epoch": 1.5802469135802468, |
|
"grad_norm": 0.8018702268600464, |
|
"learning_rate": 8.633301610170135e-05, |
|
"loss": 0.104, |
|
"step": 40 |
|
}, |
|
{ |
|
"epoch": 1.5802469135802468, |
|
"eval_loss": 0.1408115029335022, |
|
"eval_runtime": 21.2772, |
|
"eval_samples_per_second": 2.115, |
|
"eval_steps_per_second": 2.115, |
|
"step": 40 |
|
}, |
|
{ |
|
"epoch": 1.6197530864197531, |
|
"grad_norm": 0.6032540202140808, |
|
"learning_rate": 8.535533905932738e-05, |
|
"loss": 0.1553, |
|
"step": 41 |
|
}, |
|
{ |
|
"epoch": 1.6592592592592592, |
|
"grad_norm": 0.8814234137535095, |
|
"learning_rate": 8.434984630174509e-05, |
|
"loss": 0.1188, |
|
"step": 42 |
|
}, |
|
{ |
|
"epoch": 1.6987654320987655, |
|
"grad_norm": 0.5424626469612122, |
|
"learning_rate": 8.33173288976002e-05, |
|
"loss": 0.1117, |
|
"step": 43 |
|
}, |
|
{ |
|
"epoch": 1.7382716049382716, |
|
"grad_norm": 0.6306973695755005, |
|
"learning_rate": 8.225859917710439e-05, |
|
"loss": 0.1169, |
|
"step": 44 |
|
}, |
|
{ |
|
"epoch": 1.7777777777777777, |
|
"grad_norm": 0.509702742099762, |
|
"learning_rate": 8.117449009293668e-05, |
|
"loss": 0.086, |
|
"step": 45 |
|
}, |
|
{ |
|
"epoch": 1.817283950617284, |
|
"grad_norm": 0.5520027875900269, |
|
"learning_rate": 8.006585456492029e-05, |
|
"loss": 0.1313, |
|
"step": 46 |
|
}, |
|
{ |
|
"epoch": 1.8567901234567903, |
|
"grad_norm": 0.5237116813659668, |
|
"learning_rate": 7.89335648089903e-05, |
|
"loss": 0.1029, |
|
"step": 47 |
|
}, |
|
{ |
|
"epoch": 1.8962962962962964, |
|
"grad_norm": 0.6442205309867859, |
|
"learning_rate": 7.777851165098012e-05, |
|
"loss": 0.1043, |
|
"step": 48 |
|
}, |
|
{ |
|
"epoch": 1.9358024691358025, |
|
"grad_norm": 0.549638032913208, |
|
"learning_rate": 7.660160382576683e-05, |
|
"loss": 0.1036, |
|
"step": 49 |
|
}, |
|
{ |
|
"epoch": 1.9753086419753085, |
|
"grad_norm": 0.6014506816864014, |
|
"learning_rate": 7.540376726232648e-05, |
|
"loss": 0.1363, |
|
"step": 50 |
|
}, |
|
{ |
|
"epoch": 1.9753086419753085, |
|
"eval_loss": 0.13063183426856995, |
|
"eval_runtime": 21.2754, |
|
"eval_samples_per_second": 2.115, |
|
"eval_steps_per_second": 2.115, |
|
"step": 50 |
|
}, |
|
{ |
|
"epoch": 2.0148148148148146, |
|
"grad_norm": 0.5955559015274048, |
|
"learning_rate": 7.4185944355262e-05, |
|
"loss": 0.1293, |
|
"step": 51 |
|
}, |
|
{ |
|
"epoch": 2.054320987654321, |
|
"grad_norm": 0.5651622414588928, |
|
"learning_rate": 7.294909322337689e-05, |
|
"loss": 0.0892, |
|
"step": 52 |
|
}, |
|
{ |
|
"epoch": 2.093827160493827, |
|
"grad_norm": 0.5932772159576416, |
|
"learning_rate": 7.169418695587791e-05, |
|
"loss": 0.1127, |
|
"step": 53 |
|
}, |
|
{ |
|
"epoch": 2.1333333333333333, |
|
"grad_norm": 0.7837232947349548, |
|
"learning_rate": 7.042221284679982e-05, |
|
"loss": 0.0928, |
|
"step": 54 |
|
}, |
|
{ |
|
"epoch": 2.1728395061728394, |
|
"grad_norm": 0.5273874402046204, |
|
"learning_rate": 6.91341716182545e-05, |
|
"loss": 0.0715, |
|
"step": 55 |
|
}, |
|
{ |
|
"epoch": 2.212345679012346, |
|
"grad_norm": 0.45036017894744873, |
|
"learning_rate": 6.783107663311565e-05, |
|
"loss": 0.0663, |
|
"step": 56 |
|
}, |
|
{ |
|
"epoch": 2.251851851851852, |
|
"grad_norm": 0.581554114818573, |
|
"learning_rate": 6.651395309775837e-05, |
|
"loss": 0.0698, |
|
"step": 57 |
|
}, |
|
{ |
|
"epoch": 2.291358024691358, |
|
"grad_norm": 0.42598626017570496, |
|
"learning_rate": 6.518383725548074e-05, |
|
"loss": 0.07, |
|
"step": 58 |
|
}, |
|
{ |
|
"epoch": 2.330864197530864, |
|
"grad_norm": 0.7419708371162415, |
|
"learning_rate": 6.384177557124247e-05, |
|
"loss": 0.1106, |
|
"step": 59 |
|
}, |
|
{ |
|
"epoch": 2.3703703703703702, |
|
"grad_norm": 0.5811840295791626, |
|
"learning_rate": 6.248882390836135e-05, |
|
"loss": 0.0662, |
|
"step": 60 |
|
}, |
|
{ |
|
"epoch": 2.3703703703703702, |
|
"eval_loss": 0.12864066660404205, |
|
"eval_runtime": 21.2801, |
|
"eval_samples_per_second": 2.115, |
|
"eval_steps_per_second": 2.115, |
|
"step": 60 |
|
}, |
|
{ |
|
"epoch": 2.4098765432098768, |
|
"grad_norm": 0.44270482659339905, |
|
"learning_rate": 6.112604669781572e-05, |
|
"loss": 0.0627, |
|
"step": 61 |
|
}, |
|
{ |
|
"epoch": 2.449382716049383, |
|
"grad_norm": 0.6928550004959106, |
|
"learning_rate": 5.9754516100806423e-05, |
|
"loss": 0.0854, |
|
"step": 62 |
|
}, |
|
{ |
|
"epoch": 2.488888888888889, |
|
"grad_norm": 0.6658982634544373, |
|
"learning_rate": 5.837531116523682e-05, |
|
"loss": 0.1113, |
|
"step": 63 |
|
}, |
|
{ |
|
"epoch": 2.528395061728395, |
|
"grad_norm": 0.9538989663124084, |
|
"learning_rate": 5.698951697677498e-05, |
|
"loss": 0.103, |
|
"step": 64 |
|
}, |
|
{ |
|
"epoch": 2.567901234567901, |
|
"grad_norm": 0.9965769052505493, |
|
"learning_rate": 5.559822380516539e-05, |
|
"loss": 0.0945, |
|
"step": 65 |
|
}, |
|
{ |
|
"epoch": 2.6074074074074076, |
|
"grad_norm": 0.5255608558654785, |
|
"learning_rate": 5.420252624646238e-05, |
|
"loss": 0.0881, |
|
"step": 66 |
|
}, |
|
{ |
|
"epoch": 2.6469135802469137, |
|
"grad_norm": 0.6020313501358032, |
|
"learning_rate": 5.2803522361859594e-05, |
|
"loss": 0.0556, |
|
"step": 67 |
|
}, |
|
{ |
|
"epoch": 2.68641975308642, |
|
"grad_norm": 0.6699146628379822, |
|
"learning_rate": 5.140231281379345e-05, |
|
"loss": 0.0704, |
|
"step": 68 |
|
}, |
|
{ |
|
"epoch": 2.725925925925926, |
|
"grad_norm": 0.5984654426574707, |
|
"learning_rate": 5e-05, |
|
"loss": 0.0803, |
|
"step": 69 |
|
}, |
|
{ |
|
"epoch": 2.765432098765432, |
|
"grad_norm": 0.7844510078430176, |
|
"learning_rate": 4.859768718620656e-05, |
|
"loss": 0.0922, |
|
"step": 70 |
|
}, |
|
{ |
|
"epoch": 2.765432098765432, |
|
"eval_loss": 0.12139405310153961, |
|
"eval_runtime": 21.2667, |
|
"eval_samples_per_second": 2.116, |
|
"eval_steps_per_second": 2.116, |
|
"step": 70 |
|
}, |
|
{ |
|
"epoch": 2.8049382716049385, |
|
"grad_norm": 0.5050274133682251, |
|
"learning_rate": 4.7196477638140404e-05, |
|
"loss": 0.0589, |
|
"step": 71 |
|
}, |
|
{ |
|
"epoch": 2.8444444444444446, |
|
"grad_norm": 0.5122713446617126, |
|
"learning_rate": 4.579747375353763e-05, |
|
"loss": 0.0712, |
|
"step": 72 |
|
}, |
|
{ |
|
"epoch": 2.8839506172839506, |
|
"grad_norm": 0.5053260922431946, |
|
"learning_rate": 4.4401776194834613e-05, |
|
"loss": 0.0862, |
|
"step": 73 |
|
}, |
|
{ |
|
"epoch": 2.9234567901234567, |
|
"grad_norm": 0.7144730091094971, |
|
"learning_rate": 4.3010483023225045e-05, |
|
"loss": 0.0872, |
|
"step": 74 |
|
}, |
|
{ |
|
"epoch": 2.962962962962963, |
|
"grad_norm": 0.7245128750801086, |
|
"learning_rate": 4.162468883476319e-05, |
|
"loss": 0.104, |
|
"step": 75 |
|
}, |
|
{ |
|
"epoch": 3.0024691358024693, |
|
"grad_norm": 0.5463870167732239, |
|
"learning_rate": 4.0245483899193595e-05, |
|
"loss": 0.0698, |
|
"step": 76 |
|
}, |
|
{ |
|
"epoch": 3.0419753086419754, |
|
"grad_norm": 0.36004742980003357, |
|
"learning_rate": 3.887395330218429e-05, |
|
"loss": 0.0474, |
|
"step": 77 |
|
}, |
|
{ |
|
"epoch": 3.0814814814814815, |
|
"grad_norm": 0.3733809292316437, |
|
"learning_rate": 3.7511176091638653e-05, |
|
"loss": 0.0552, |
|
"step": 78 |
|
}, |
|
{ |
|
"epoch": 3.1209876543209876, |
|
"grad_norm": 0.508301317691803, |
|
"learning_rate": 3.6158224428757535e-05, |
|
"loss": 0.0773, |
|
"step": 79 |
|
}, |
|
{ |
|
"epoch": 3.1604938271604937, |
|
"grad_norm": 0.45114657282829285, |
|
"learning_rate": 3.4816162744519263e-05, |
|
"loss": 0.0522, |
|
"step": 80 |
|
}, |
|
{ |
|
"epoch": 3.1604938271604937, |
|
"eval_loss": 0.12697041034698486, |
|
"eval_runtime": 21.2698, |
|
"eval_samples_per_second": 2.116, |
|
"eval_steps_per_second": 2.116, |
|
"step": 80 |
|
}, |
|
{ |
|
"epoch": 3.2, |
|
"grad_norm": 0.6771267056465149, |
|
"learning_rate": 3.3486046902241664e-05, |
|
"loss": 0.0661, |
|
"step": 81 |
|
}, |
|
{ |
|
"epoch": 3.2395061728395063, |
|
"grad_norm": 0.3586583137512207, |
|
"learning_rate": 3.216892336688435e-05, |
|
"loss": 0.0455, |
|
"step": 82 |
|
}, |
|
{ |
|
"epoch": 3.2790123456790123, |
|
"grad_norm": 0.46627748012542725, |
|
"learning_rate": 3.086582838174551e-05, |
|
"loss": 0.0704, |
|
"step": 83 |
|
}, |
|
{ |
|
"epoch": 3.3185185185185184, |
|
"grad_norm": 0.5237717628479004, |
|
"learning_rate": 2.9577787153200197e-05, |
|
"loss": 0.0654, |
|
"step": 84 |
|
}, |
|
{ |
|
"epoch": 3.3580246913580245, |
|
"grad_norm": 0.4477337598800659, |
|
"learning_rate": 2.8305813044122097e-05, |
|
"loss": 0.0372, |
|
"step": 85 |
|
}, |
|
{ |
|
"epoch": 3.397530864197531, |
|
"grad_norm": 0.6172931790351868, |
|
"learning_rate": 2.705090677662311e-05, |
|
"loss": 0.0774, |
|
"step": 86 |
|
}, |
|
{ |
|
"epoch": 3.437037037037037, |
|
"grad_norm": 0.5166515111923218, |
|
"learning_rate": 2.581405564473801e-05, |
|
"loss": 0.0434, |
|
"step": 87 |
|
}, |
|
{ |
|
"epoch": 3.476543209876543, |
|
"grad_norm": 0.4992319643497467, |
|
"learning_rate": 2.459623273767354e-05, |
|
"loss": 0.0326, |
|
"step": 88 |
|
}, |
|
{ |
|
"epoch": 3.5160493827160493, |
|
"grad_norm": 0.5272431373596191, |
|
"learning_rate": 2.3398396174233178e-05, |
|
"loss": 0.0452, |
|
"step": 89 |
|
}, |
|
{ |
|
"epoch": 3.5555555555555554, |
|
"grad_norm": 0.4650990068912506, |
|
"learning_rate": 2.2221488349019903e-05, |
|
"loss": 0.0379, |
|
"step": 90 |
|
}, |
|
{ |
|
"epoch": 3.5555555555555554, |
|
"eval_loss": 0.12529005110263824, |
|
"eval_runtime": 21.3007, |
|
"eval_samples_per_second": 2.113, |
|
"eval_steps_per_second": 2.113, |
|
"step": 90 |
|
}, |
|
{ |
|
"epoch": 3.595061728395062, |
|
"grad_norm": 0.5520841479301453, |
|
"learning_rate": 2.1066435191009715e-05, |
|
"loss": 0.0793, |
|
"step": 91 |
|
}, |
|
{ |
|
"epoch": 3.634567901234568, |
|
"grad_norm": 0.6085020899772644, |
|
"learning_rate": 1.9934145435079702e-05, |
|
"loss": 0.0617, |
|
"step": 92 |
|
}, |
|
{ |
|
"epoch": 3.674074074074074, |
|
"grad_norm": 0.6123881936073303, |
|
"learning_rate": 1.8825509907063327e-05, |
|
"loss": 0.0511, |
|
"step": 93 |
|
}, |
|
{ |
|
"epoch": 3.71358024691358, |
|
"grad_norm": 0.5792705416679382, |
|
"learning_rate": 1.774140082289563e-05, |
|
"loss": 0.0452, |
|
"step": 94 |
|
}, |
|
{ |
|
"epoch": 3.753086419753086, |
|
"grad_norm": 0.5349885821342468, |
|
"learning_rate": 1.6682671102399805e-05, |
|
"loss": 0.0738, |
|
"step": 95 |
|
}, |
|
{ |
|
"epoch": 3.7925925925925927, |
|
"grad_norm": 0.5215051770210266, |
|
"learning_rate": 1.5650153698254916e-05, |
|
"loss": 0.05, |
|
"step": 96 |
|
}, |
|
{ |
|
"epoch": 3.832098765432099, |
|
"grad_norm": 0.5220066905021667, |
|
"learning_rate": 1.4644660940672627e-05, |
|
"loss": 0.0454, |
|
"step": 97 |
|
}, |
|
{ |
|
"epoch": 3.871604938271605, |
|
"grad_norm": 0.5737330913543701, |
|
"learning_rate": 1.3666983898298657e-05, |
|
"loss": 0.0558, |
|
"step": 98 |
|
}, |
|
{ |
|
"epoch": 3.911111111111111, |
|
"grad_norm": 0.6050511002540588, |
|
"learning_rate": 1.2717891755841722e-05, |
|
"loss": 0.0602, |
|
"step": 99 |
|
}, |
|
{ |
|
"epoch": 3.950617283950617, |
|
"grad_norm": 0.6588086485862732, |
|
"learning_rate": 1.1798131208919627e-05, |
|
"loss": 0.0497, |
|
"step": 100 |
|
}, |
|
{ |
|
"epoch": 3.950617283950617, |
|
"eval_loss": 0.12695680558681488, |
|
"eval_runtime": 21.2658, |
|
"eval_samples_per_second": 2.116, |
|
"eval_steps_per_second": 2.116, |
|
"step": 100 |
|
}, |
|
{ |
|
"epoch": 3.9901234567901236, |
|
"grad_norm": 0.6601673364639282, |
|
"learning_rate": 1.090842587659851e-05, |
|
"loss": 0.0607, |
|
"step": 101 |
|
}, |
|
{ |
|
"epoch": 4.029629629629629, |
|
"grad_norm": 0.5535750985145569, |
|
"learning_rate": 1.004947573208756e-05, |
|
"loss": 0.0558, |
|
"step": 102 |
|
}, |
|
{ |
|
"epoch": 4.069135802469136, |
|
"grad_norm": 0.48454391956329346, |
|
"learning_rate": 9.221956552036992e-06, |
|
"loss": 0.0304, |
|
"step": 103 |
|
}, |
|
{ |
|
"epoch": 4.108641975308642, |
|
"grad_norm": 0.508762776851654, |
|
"learning_rate": 8.426519384872733e-06, |
|
"loss": 0.051, |
|
"step": 104 |
|
}, |
|
{ |
|
"epoch": 4.148148148148148, |
|
"grad_norm": 0.5949965715408325, |
|
"learning_rate": 7.663790038585793e-06, |
|
"loss": 0.0459, |
|
"step": 105 |
|
}, |
|
{ |
|
"epoch": 4.187654320987654, |
|
"grad_norm": 0.5218549370765686, |
|
"learning_rate": 6.934368588379553e-06, |
|
"loss": 0.0388, |
|
"step": 106 |
|
}, |
|
{ |
|
"epoch": 4.22716049382716, |
|
"grad_norm": 0.5128703713417053, |
|
"learning_rate": 6.238828904562316e-06, |
|
"loss": 0.0518, |
|
"step": 107 |
|
}, |
|
{ |
|
"epoch": 4.266666666666667, |
|
"grad_norm": 0.5916151404380798, |
|
"learning_rate": 5.577718201056392e-06, |
|
"loss": 0.0521, |
|
"step": 108 |
|
}, |
|
{ |
|
"epoch": 4.306172839506173, |
|
"grad_norm": 0.5764836072921753, |
|
"learning_rate": 4.951556604879048e-06, |
|
"loss": 0.0485, |
|
"step": 109 |
|
}, |
|
{ |
|
"epoch": 4.345679012345679, |
|
"grad_norm": 0.41454049944877625, |
|
"learning_rate": 4.360836746934055e-06, |
|
"loss": 0.0362, |
|
"step": 110 |
|
}, |
|
{ |
|
"epoch": 4.345679012345679, |
|
"eval_loss": 0.12637026607990265, |
|
"eval_runtime": 21.2938, |
|
"eval_samples_per_second": 2.113, |
|
"eval_steps_per_second": 2.113, |
|
"step": 110 |
|
}, |
|
{ |
|
"epoch": 4.385185185185185, |
|
"grad_norm": 0.5815073847770691, |
|
"learning_rate": 3.8060233744356633e-06, |
|
"loss": 0.0426, |
|
"step": 111 |
|
}, |
|
{ |
|
"epoch": 4.424691358024692, |
|
"grad_norm": 0.5312104821205139, |
|
"learning_rate": 3.2875529852700147e-06, |
|
"loss": 0.0349, |
|
"step": 112 |
|
}, |
|
{ |
|
"epoch": 4.4641975308641975, |
|
"grad_norm": 0.616237223148346, |
|
"learning_rate": 2.8058334845816213e-06, |
|
"loss": 0.0377, |
|
"step": 113 |
|
}, |
|
{ |
|
"epoch": 4.503703703703704, |
|
"grad_norm": 0.6417801976203918, |
|
"learning_rate": 2.361243863855184e-06, |
|
"loss": 0.0575, |
|
"step": 114 |
|
}, |
|
{ |
|
"epoch": 4.54320987654321, |
|
"grad_norm": 0.3886057138442993, |
|
"learning_rate": 1.9541339027450256e-06, |
|
"loss": 0.0243, |
|
"step": 115 |
|
}, |
|
{ |
|
"epoch": 4.582716049382716, |
|
"grad_norm": 0.38211461901664734, |
|
"learning_rate": 1.584823893886933e-06, |
|
"loss": 0.032, |
|
"step": 116 |
|
}, |
|
{ |
|
"epoch": 4.622222222222222, |
|
"grad_norm": 0.3659462630748749, |
|
"learning_rate": 1.2536043909088191e-06, |
|
"loss": 0.0333, |
|
"step": 117 |
|
}, |
|
{ |
|
"epoch": 4.661728395061728, |
|
"grad_norm": 0.615944504737854, |
|
"learning_rate": 9.607359798384785e-07, |
|
"loss": 0.0523, |
|
"step": 118 |
|
}, |
|
{ |
|
"epoch": 4.701234567901235, |
|
"grad_norm": 0.6254489421844482, |
|
"learning_rate": 7.064490740882057e-07, |
|
"loss": 0.0591, |
|
"step": 119 |
|
}, |
|
{ |
|
"epoch": 4.7407407407407405, |
|
"grad_norm": 0.49035632610321045, |
|
"learning_rate": 4.909437331777179e-07, |
|
"loss": 0.0447, |
|
"step": 120 |
|
}, |
|
{ |
|
"epoch": 4.7407407407407405, |
|
"eval_loss": 0.1263754665851593, |
|
"eval_runtime": 21.2846, |
|
"eval_samples_per_second": 2.114, |
|
"eval_steps_per_second": 2.114, |
|
"step": 120 |
|
}, |
|
{ |
|
"epoch": 4.780246913580247, |
|
"grad_norm": 0.4719583988189697, |
|
"learning_rate": 3.143895053378698e-07, |
|
"loss": 0.0488, |
|
"step": 121 |
|
}, |
|
{ |
|
"epoch": 4.8197530864197535, |
|
"grad_norm": 0.37755486369132996, |
|
"learning_rate": 1.7692529411904578e-07, |
|
"loss": 0.0306, |
|
"step": 122 |
|
}, |
|
{ |
|
"epoch": 4.859259259259259, |
|
"grad_norm": 0.5087811350822449, |
|
"learning_rate": 7.865924910916977e-08, |
|
"loss": 0.0448, |
|
"step": 123 |
|
}, |
|
{ |
|
"epoch": 4.898765432098766, |
|
"grad_norm": 0.641684889793396, |
|
"learning_rate": 1.9668680847356735e-08, |
|
"loss": 0.0408, |
|
"step": 124 |
|
}, |
|
{ |
|
"epoch": 4.938271604938271, |
|
"grad_norm": 0.5486564040184021, |
|
"learning_rate": 0.0, |
|
"loss": 0.0314, |
|
"step": 125 |
|
}, |
|
{ |
|
"epoch": 4.938271604938271, |
|
"step": 125, |
|
"total_flos": 1.2889660877497958e+17, |
|
"train_loss": 0.1476166524887085, |
|
"train_runtime": 3601.8893, |
|
"train_samples_per_second": 0.562, |
|
"train_steps_per_second": 0.035 |
|
} |
|
], |
|
"logging_steps": 1, |
|
"max_steps": 125, |
|
"num_input_tokens_seen": 0, |
|
"num_train_epochs": 5, |
|
"save_steps": 10, |
|
"stateful_callbacks": { |
|
"TrainerControl": { |
|
"args": { |
|
"should_epoch_stop": false, |
|
"should_evaluate": false, |
|
"should_log": false, |
|
"should_save": true, |
|
"should_training_stop": true |
|
}, |
|
"attributes": {} |
|
} |
|
}, |
|
"total_flos": 1.2889660877497958e+17, |
|
"train_batch_size": 1, |
|
"trial_name": null, |
|
"trial_params": null |
|
} |
|
|