|
{ |
|
"best_metric": 0.08806045353412628, |
|
"best_model_checkpoint": "saves/psy-course-info-chain/Llama3-OpenBioLLM-8B/train/fold6/checkpoint-80", |
|
"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": 1.2098701000213623, |
|
"learning_rate": 7.692307692307694e-06, |
|
"loss": 0.3537, |
|
"step": 1 |
|
}, |
|
{ |
|
"epoch": 0.07901234567901234, |
|
"grad_norm": 1.3167098760604858, |
|
"learning_rate": 1.5384615384615387e-05, |
|
"loss": 0.3394, |
|
"step": 2 |
|
}, |
|
{ |
|
"epoch": 0.11851851851851852, |
|
"grad_norm": 1.1081513166427612, |
|
"learning_rate": 2.307692307692308e-05, |
|
"loss": 0.3491, |
|
"step": 3 |
|
}, |
|
{ |
|
"epoch": 0.1580246913580247, |
|
"grad_norm": 1.3030786514282227, |
|
"learning_rate": 3.0769230769230774e-05, |
|
"loss": 0.3357, |
|
"step": 4 |
|
}, |
|
{ |
|
"epoch": 0.19753086419753085, |
|
"grad_norm": 1.3628971576690674, |
|
"learning_rate": 3.846153846153846e-05, |
|
"loss": 0.3759, |
|
"step": 5 |
|
}, |
|
{ |
|
"epoch": 0.23703703703703705, |
|
"grad_norm": 1.2690974473953247, |
|
"learning_rate": 4.615384615384616e-05, |
|
"loss": 0.335, |
|
"step": 6 |
|
}, |
|
{ |
|
"epoch": 0.2765432098765432, |
|
"grad_norm": 1.0661746263504028, |
|
"learning_rate": 5.384615384615385e-05, |
|
"loss": 0.254, |
|
"step": 7 |
|
}, |
|
{ |
|
"epoch": 0.3160493827160494, |
|
"grad_norm": 1.0394080877304077, |
|
"learning_rate": 6.153846153846155e-05, |
|
"loss": 0.2655, |
|
"step": 8 |
|
}, |
|
{ |
|
"epoch": 0.35555555555555557, |
|
"grad_norm": 1.032701849937439, |
|
"learning_rate": 6.923076923076924e-05, |
|
"loss": 0.1916, |
|
"step": 9 |
|
}, |
|
{ |
|
"epoch": 0.3950617283950617, |
|
"grad_norm": 0.9631877541542053, |
|
"learning_rate": 7.692307692307693e-05, |
|
"loss": 0.2109, |
|
"step": 10 |
|
}, |
|
{ |
|
"epoch": 0.3950617283950617, |
|
"eval_loss": 0.17117230594158173, |
|
"eval_runtime": 20.2136, |
|
"eval_samples_per_second": 2.226, |
|
"eval_steps_per_second": 2.226, |
|
"step": 10 |
|
}, |
|
{ |
|
"epoch": 0.4345679012345679, |
|
"grad_norm": 0.9776226878166199, |
|
"learning_rate": 8.461538461538461e-05, |
|
"loss": 0.2453, |
|
"step": 11 |
|
}, |
|
{ |
|
"epoch": 0.4740740740740741, |
|
"grad_norm": 0.9095515012741089, |
|
"learning_rate": 9.230769230769232e-05, |
|
"loss": 0.1919, |
|
"step": 12 |
|
}, |
|
{ |
|
"epoch": 0.5135802469135803, |
|
"grad_norm": 0.7622648477554321, |
|
"learning_rate": 0.0001, |
|
"loss": 0.1735, |
|
"step": 13 |
|
}, |
|
{ |
|
"epoch": 0.5530864197530864, |
|
"grad_norm": 1.0270005464553833, |
|
"learning_rate": 9.998033131915266e-05, |
|
"loss": 0.2146, |
|
"step": 14 |
|
}, |
|
{ |
|
"epoch": 0.5925925925925926, |
|
"grad_norm": 0.8578253388404846, |
|
"learning_rate": 9.992134075089084e-05, |
|
"loss": 0.1702, |
|
"step": 15 |
|
}, |
|
{ |
|
"epoch": 0.6320987654320988, |
|
"grad_norm": 0.7143718004226685, |
|
"learning_rate": 9.982307470588098e-05, |
|
"loss": 0.1581, |
|
"step": 16 |
|
}, |
|
{ |
|
"epoch": 0.671604938271605, |
|
"grad_norm": 0.5231890678405762, |
|
"learning_rate": 9.968561049466214e-05, |
|
"loss": 0.1064, |
|
"step": 17 |
|
}, |
|
{ |
|
"epoch": 0.7111111111111111, |
|
"grad_norm": 0.6164197325706482, |
|
"learning_rate": 9.950905626682228e-05, |
|
"loss": 0.1413, |
|
"step": 18 |
|
}, |
|
{ |
|
"epoch": 0.7506172839506173, |
|
"grad_norm": 0.4978383481502533, |
|
"learning_rate": 9.92935509259118e-05, |
|
"loss": 0.1006, |
|
"step": 19 |
|
}, |
|
{ |
|
"epoch": 0.7901234567901234, |
|
"grad_norm": 0.5567417740821838, |
|
"learning_rate": 9.903926402016153e-05, |
|
"loss": 0.1534, |
|
"step": 20 |
|
}, |
|
{ |
|
"epoch": 0.7901234567901234, |
|
"eval_loss": 0.11690770089626312, |
|
"eval_runtime": 20.1725, |
|
"eval_samples_per_second": 2.231, |
|
"eval_steps_per_second": 2.231, |
|
"step": 20 |
|
}, |
|
{ |
|
"epoch": 0.8296296296296296, |
|
"grad_norm": 0.5125220417976379, |
|
"learning_rate": 9.874639560909117e-05, |
|
"loss": 0.1322, |
|
"step": 21 |
|
}, |
|
{ |
|
"epoch": 0.8691358024691358, |
|
"grad_norm": 0.5450965762138367, |
|
"learning_rate": 9.841517610611309e-05, |
|
"loss": 0.1737, |
|
"step": 22 |
|
}, |
|
{ |
|
"epoch": 0.908641975308642, |
|
"grad_norm": 0.6283867955207825, |
|
"learning_rate": 9.804586609725499e-05, |
|
"loss": 0.0818, |
|
"step": 23 |
|
}, |
|
{ |
|
"epoch": 0.9481481481481482, |
|
"grad_norm": 0.5701476335525513, |
|
"learning_rate": 9.763875613614482e-05, |
|
"loss": 0.1366, |
|
"step": 24 |
|
}, |
|
{ |
|
"epoch": 0.9876543209876543, |
|
"grad_norm": 0.5162869691848755, |
|
"learning_rate": 9.719416651541839e-05, |
|
"loss": 0.1236, |
|
"step": 25 |
|
}, |
|
{ |
|
"epoch": 1.0271604938271606, |
|
"grad_norm": 0.9549514651298523, |
|
"learning_rate": 9.671244701472999e-05, |
|
"loss": 0.1744, |
|
"step": 26 |
|
}, |
|
{ |
|
"epoch": 1.0666666666666667, |
|
"grad_norm": 0.5940822958946228, |
|
"learning_rate": 9.619397662556435e-05, |
|
"loss": 0.0781, |
|
"step": 27 |
|
}, |
|
{ |
|
"epoch": 1.106172839506173, |
|
"grad_norm": 0.5215325951576233, |
|
"learning_rate": 9.563916325306594e-05, |
|
"loss": 0.094, |
|
"step": 28 |
|
}, |
|
{ |
|
"epoch": 1.145679012345679, |
|
"grad_norm": 0.6191585063934326, |
|
"learning_rate": 9.504844339512095e-05, |
|
"loss": 0.1205, |
|
"step": 29 |
|
}, |
|
{ |
|
"epoch": 1.1851851851851851, |
|
"grad_norm": 0.6245893239974976, |
|
"learning_rate": 9.442228179894362e-05, |
|
"loss": 0.128, |
|
"step": 30 |
|
}, |
|
{ |
|
"epoch": 1.1851851851851851, |
|
"eval_loss": 0.10279463976621628, |
|
"eval_runtime": 20.1937, |
|
"eval_samples_per_second": 2.228, |
|
"eval_steps_per_second": 2.228, |
|
"step": 30 |
|
}, |
|
{ |
|
"epoch": 1.2246913580246914, |
|
"grad_norm": 0.6656838059425354, |
|
"learning_rate": 9.376117109543769e-05, |
|
"loss": 0.1184, |
|
"step": 31 |
|
}, |
|
{ |
|
"epoch": 1.2641975308641975, |
|
"grad_norm": 0.41577374935150146, |
|
"learning_rate": 9.306563141162046e-05, |
|
"loss": 0.0845, |
|
"step": 32 |
|
}, |
|
{ |
|
"epoch": 1.3037037037037038, |
|
"grad_norm": 0.42081260681152344, |
|
"learning_rate": 9.233620996141421e-05, |
|
"loss": 0.076, |
|
"step": 33 |
|
}, |
|
{ |
|
"epoch": 1.34320987654321, |
|
"grad_norm": 0.5547986626625061, |
|
"learning_rate": 9.157348061512727e-05, |
|
"loss": 0.0776, |
|
"step": 34 |
|
}, |
|
{ |
|
"epoch": 1.382716049382716, |
|
"grad_norm": 0.5910443067550659, |
|
"learning_rate": 9.077804344796302e-05, |
|
"loss": 0.1184, |
|
"step": 35 |
|
}, |
|
{ |
|
"epoch": 1.4222222222222223, |
|
"grad_norm": 0.5948926210403442, |
|
"learning_rate": 8.995052426791247e-05, |
|
"loss": 0.1289, |
|
"step": 36 |
|
}, |
|
{ |
|
"epoch": 1.4617283950617284, |
|
"grad_norm": 0.4887751638889313, |
|
"learning_rate": 8.90915741234015e-05, |
|
"loss": 0.0823, |
|
"step": 37 |
|
}, |
|
{ |
|
"epoch": 1.5012345679012347, |
|
"grad_norm": 0.5978832244873047, |
|
"learning_rate": 8.820186879108038e-05, |
|
"loss": 0.0753, |
|
"step": 38 |
|
}, |
|
{ |
|
"epoch": 1.5407407407407407, |
|
"grad_norm": 0.6041213870048523, |
|
"learning_rate": 8.728210824415827e-05, |
|
"loss": 0.1244, |
|
"step": 39 |
|
}, |
|
{ |
|
"epoch": 1.5802469135802468, |
|
"grad_norm": 0.4581482410430908, |
|
"learning_rate": 8.633301610170135e-05, |
|
"loss": 0.0865, |
|
"step": 40 |
|
}, |
|
{ |
|
"epoch": 1.5802469135802468, |
|
"eval_loss": 0.09400840103626251, |
|
"eval_runtime": 20.2025, |
|
"eval_samples_per_second": 2.227, |
|
"eval_steps_per_second": 2.227, |
|
"step": 40 |
|
}, |
|
{ |
|
"epoch": 1.6197530864197531, |
|
"grad_norm": 0.49227094650268555, |
|
"learning_rate": 8.535533905932738e-05, |
|
"loss": 0.0546, |
|
"step": 41 |
|
}, |
|
{ |
|
"epoch": 1.6592592592592592, |
|
"grad_norm": 0.4849826991558075, |
|
"learning_rate": 8.434984630174509e-05, |
|
"loss": 0.0701, |
|
"step": 42 |
|
}, |
|
{ |
|
"epoch": 1.6987654320987655, |
|
"grad_norm": 0.6303190588951111, |
|
"learning_rate": 8.33173288976002e-05, |
|
"loss": 0.0881, |
|
"step": 43 |
|
}, |
|
{ |
|
"epoch": 1.7382716049382716, |
|
"grad_norm": 0.48153242468833923, |
|
"learning_rate": 8.225859917710439e-05, |
|
"loss": 0.039, |
|
"step": 44 |
|
}, |
|
{ |
|
"epoch": 1.7777777777777777, |
|
"grad_norm": 0.5066944360733032, |
|
"learning_rate": 8.117449009293668e-05, |
|
"loss": 0.0732, |
|
"step": 45 |
|
}, |
|
{ |
|
"epoch": 1.817283950617284, |
|
"grad_norm": 0.5285928249359131, |
|
"learning_rate": 8.006585456492029e-05, |
|
"loss": 0.0785, |
|
"step": 46 |
|
}, |
|
{ |
|
"epoch": 1.8567901234567903, |
|
"grad_norm": 0.6026076674461365, |
|
"learning_rate": 7.89335648089903e-05, |
|
"loss": 0.091, |
|
"step": 47 |
|
}, |
|
{ |
|
"epoch": 1.8962962962962964, |
|
"grad_norm": 0.5043290853500366, |
|
"learning_rate": 7.777851165098012e-05, |
|
"loss": 0.0674, |
|
"step": 48 |
|
}, |
|
{ |
|
"epoch": 1.9358024691358025, |
|
"grad_norm": 0.8468377590179443, |
|
"learning_rate": 7.660160382576683e-05, |
|
"loss": 0.1303, |
|
"step": 49 |
|
}, |
|
{ |
|
"epoch": 1.9753086419753085, |
|
"grad_norm": 0.6623268127441406, |
|
"learning_rate": 7.540376726232648e-05, |
|
"loss": 0.1088, |
|
"step": 50 |
|
}, |
|
{ |
|
"epoch": 1.9753086419753085, |
|
"eval_loss": 0.0900571271777153, |
|
"eval_runtime": 20.1992, |
|
"eval_samples_per_second": 2.228, |
|
"eval_steps_per_second": 2.228, |
|
"step": 50 |
|
}, |
|
{ |
|
"epoch": 2.0148148148148146, |
|
"grad_norm": 0.9407477974891663, |
|
"learning_rate": 7.4185944355262e-05, |
|
"loss": 0.1363, |
|
"step": 51 |
|
}, |
|
{ |
|
"epoch": 2.054320987654321, |
|
"grad_norm": 0.3677526116371155, |
|
"learning_rate": 7.294909322337689e-05, |
|
"loss": 0.0586, |
|
"step": 52 |
|
}, |
|
{ |
|
"epoch": 2.093827160493827, |
|
"grad_norm": 0.3780328929424286, |
|
"learning_rate": 7.169418695587791e-05, |
|
"loss": 0.0593, |
|
"step": 53 |
|
}, |
|
{ |
|
"epoch": 2.1333333333333333, |
|
"grad_norm": 0.38486793637275696, |
|
"learning_rate": 7.042221284679982e-05, |
|
"loss": 0.0723, |
|
"step": 54 |
|
}, |
|
{ |
|
"epoch": 2.1728395061728394, |
|
"grad_norm": 0.34154024720191956, |
|
"learning_rate": 6.91341716182545e-05, |
|
"loss": 0.0651, |
|
"step": 55 |
|
}, |
|
{ |
|
"epoch": 2.212345679012346, |
|
"grad_norm": 0.5469534993171692, |
|
"learning_rate": 6.783107663311565e-05, |
|
"loss": 0.0825, |
|
"step": 56 |
|
}, |
|
{ |
|
"epoch": 2.251851851851852, |
|
"grad_norm": 0.37920835614204407, |
|
"learning_rate": 6.651395309775837e-05, |
|
"loss": 0.0531, |
|
"step": 57 |
|
}, |
|
{ |
|
"epoch": 2.291358024691358, |
|
"grad_norm": 0.4694402515888214, |
|
"learning_rate": 6.518383725548074e-05, |
|
"loss": 0.0764, |
|
"step": 58 |
|
}, |
|
{ |
|
"epoch": 2.330864197530864, |
|
"grad_norm": 0.34996798634529114, |
|
"learning_rate": 6.384177557124247e-05, |
|
"loss": 0.0517, |
|
"step": 59 |
|
}, |
|
{ |
|
"epoch": 2.3703703703703702, |
|
"grad_norm": 0.4056988060474396, |
|
"learning_rate": 6.248882390836135e-05, |
|
"loss": 0.076, |
|
"step": 60 |
|
}, |
|
{ |
|
"epoch": 2.3703703703703702, |
|
"eval_loss": 0.08984256535768509, |
|
"eval_runtime": 20.2019, |
|
"eval_samples_per_second": 2.228, |
|
"eval_steps_per_second": 2.228, |
|
"step": 60 |
|
}, |
|
{ |
|
"epoch": 2.4098765432098768, |
|
"grad_norm": 0.42485472559928894, |
|
"learning_rate": 6.112604669781572e-05, |
|
"loss": 0.0499, |
|
"step": 61 |
|
}, |
|
{ |
|
"epoch": 2.449382716049383, |
|
"grad_norm": 0.5835949182510376, |
|
"learning_rate": 5.9754516100806423e-05, |
|
"loss": 0.0465, |
|
"step": 62 |
|
}, |
|
{ |
|
"epoch": 2.488888888888889, |
|
"grad_norm": 0.5139871835708618, |
|
"learning_rate": 5.837531116523682e-05, |
|
"loss": 0.074, |
|
"step": 63 |
|
}, |
|
{ |
|
"epoch": 2.528395061728395, |
|
"grad_norm": 0.6129758954048157, |
|
"learning_rate": 5.698951697677498e-05, |
|
"loss": 0.0406, |
|
"step": 64 |
|
}, |
|
{ |
|
"epoch": 2.567901234567901, |
|
"grad_norm": 0.499253511428833, |
|
"learning_rate": 5.559822380516539e-05, |
|
"loss": 0.0672, |
|
"step": 65 |
|
}, |
|
{ |
|
"epoch": 2.6074074074074076, |
|
"grad_norm": 0.5918835997581482, |
|
"learning_rate": 5.420252624646238e-05, |
|
"loss": 0.109, |
|
"step": 66 |
|
}, |
|
{ |
|
"epoch": 2.6469135802469137, |
|
"grad_norm": 0.5507199764251709, |
|
"learning_rate": 5.2803522361859594e-05, |
|
"loss": 0.0634, |
|
"step": 67 |
|
}, |
|
{ |
|
"epoch": 2.68641975308642, |
|
"grad_norm": 0.3790760934352875, |
|
"learning_rate": 5.140231281379345e-05, |
|
"loss": 0.039, |
|
"step": 68 |
|
}, |
|
{ |
|
"epoch": 2.725925925925926, |
|
"grad_norm": 0.9641798138618469, |
|
"learning_rate": 5e-05, |
|
"loss": 0.0633, |
|
"step": 69 |
|
}, |
|
{ |
|
"epoch": 2.765432098765432, |
|
"grad_norm": 0.48686787486076355, |
|
"learning_rate": 4.859768718620656e-05, |
|
"loss": 0.0628, |
|
"step": 70 |
|
}, |
|
{ |
|
"epoch": 2.765432098765432, |
|
"eval_loss": 0.09097646176815033, |
|
"eval_runtime": 20.1965, |
|
"eval_samples_per_second": 2.228, |
|
"eval_steps_per_second": 2.228, |
|
"step": 70 |
|
}, |
|
{ |
|
"epoch": 2.8049382716049385, |
|
"grad_norm": 0.6990075707435608, |
|
"learning_rate": 4.7196477638140404e-05, |
|
"loss": 0.052, |
|
"step": 71 |
|
}, |
|
{ |
|
"epoch": 2.8444444444444446, |
|
"grad_norm": 0.6660770177841187, |
|
"learning_rate": 4.579747375353763e-05, |
|
"loss": 0.0734, |
|
"step": 72 |
|
}, |
|
{ |
|
"epoch": 2.8839506172839506, |
|
"grad_norm": 0.5313035845756531, |
|
"learning_rate": 4.4401776194834613e-05, |
|
"loss": 0.052, |
|
"step": 73 |
|
}, |
|
{ |
|
"epoch": 2.9234567901234567, |
|
"grad_norm": 0.7404530644416809, |
|
"learning_rate": 4.3010483023225045e-05, |
|
"loss": 0.0808, |
|
"step": 74 |
|
}, |
|
{ |
|
"epoch": 2.962962962962963, |
|
"grad_norm": 0.7202139496803284, |
|
"learning_rate": 4.162468883476319e-05, |
|
"loss": 0.0532, |
|
"step": 75 |
|
}, |
|
{ |
|
"epoch": 3.0024691358024693, |
|
"grad_norm": 1.460814118385315, |
|
"learning_rate": 4.0245483899193595e-05, |
|
"loss": 0.1364, |
|
"step": 76 |
|
}, |
|
{ |
|
"epoch": 3.0419753086419754, |
|
"grad_norm": 0.7142069935798645, |
|
"learning_rate": 3.887395330218429e-05, |
|
"loss": 0.0488, |
|
"step": 77 |
|
}, |
|
{ |
|
"epoch": 3.0814814814814815, |
|
"grad_norm": 0.3973197638988495, |
|
"learning_rate": 3.7511176091638653e-05, |
|
"loss": 0.0282, |
|
"step": 78 |
|
}, |
|
{ |
|
"epoch": 3.1209876543209876, |
|
"grad_norm": 0.4896116554737091, |
|
"learning_rate": 3.6158224428757535e-05, |
|
"loss": 0.0508, |
|
"step": 79 |
|
}, |
|
{ |
|
"epoch": 3.1604938271604937, |
|
"grad_norm": 0.4304870069026947, |
|
"learning_rate": 3.4816162744519263e-05, |
|
"loss": 0.0255, |
|
"step": 80 |
|
}, |
|
{ |
|
"epoch": 3.1604938271604937, |
|
"eval_loss": 0.08806045353412628, |
|
"eval_runtime": 20.2325, |
|
"eval_samples_per_second": 2.224, |
|
"eval_steps_per_second": 2.224, |
|
"step": 80 |
|
}, |
|
{ |
|
"epoch": 3.2, |
|
"grad_norm": 0.7037865519523621, |
|
"learning_rate": 3.3486046902241664e-05, |
|
"loss": 0.0469, |
|
"step": 81 |
|
}, |
|
{ |
|
"epoch": 3.2395061728395063, |
|
"grad_norm": 0.5505902171134949, |
|
"learning_rate": 3.216892336688435e-05, |
|
"loss": 0.0606, |
|
"step": 82 |
|
}, |
|
{ |
|
"epoch": 3.2790123456790123, |
|
"grad_norm": 0.47218337655067444, |
|
"learning_rate": 3.086582838174551e-05, |
|
"loss": 0.0557, |
|
"step": 83 |
|
}, |
|
{ |
|
"epoch": 3.3185185185185184, |
|
"grad_norm": 0.4788568615913391, |
|
"learning_rate": 2.9577787153200197e-05, |
|
"loss": 0.0394, |
|
"step": 84 |
|
}, |
|
{ |
|
"epoch": 3.3580246913580245, |
|
"grad_norm": 0.5414381623268127, |
|
"learning_rate": 2.8305813044122097e-05, |
|
"loss": 0.0435, |
|
"step": 85 |
|
}, |
|
{ |
|
"epoch": 3.397530864197531, |
|
"grad_norm": 0.4069317579269409, |
|
"learning_rate": 2.705090677662311e-05, |
|
"loss": 0.0331, |
|
"step": 86 |
|
}, |
|
{ |
|
"epoch": 3.437037037037037, |
|
"grad_norm": 0.6086376309394836, |
|
"learning_rate": 2.581405564473801e-05, |
|
"loss": 0.0589, |
|
"step": 87 |
|
}, |
|
{ |
|
"epoch": 3.476543209876543, |
|
"grad_norm": 0.4970571994781494, |
|
"learning_rate": 2.459623273767354e-05, |
|
"loss": 0.069, |
|
"step": 88 |
|
}, |
|
{ |
|
"epoch": 3.5160493827160493, |
|
"grad_norm": 0.46633851528167725, |
|
"learning_rate": 2.3398396174233178e-05, |
|
"loss": 0.059, |
|
"step": 89 |
|
}, |
|
{ |
|
"epoch": 3.5555555555555554, |
|
"grad_norm": 0.6050962209701538, |
|
"learning_rate": 2.2221488349019903e-05, |
|
"loss": 0.0582, |
|
"step": 90 |
|
}, |
|
{ |
|
"epoch": 3.5555555555555554, |
|
"eval_loss": 0.09193442761898041, |
|
"eval_runtime": 20.2356, |
|
"eval_samples_per_second": 2.224, |
|
"eval_steps_per_second": 2.224, |
|
"step": 90 |
|
}, |
|
{ |
|
"epoch": 3.595061728395062, |
|
"grad_norm": 0.4856192171573639, |
|
"learning_rate": 2.1066435191009715e-05, |
|
"loss": 0.0587, |
|
"step": 91 |
|
}, |
|
{ |
|
"epoch": 3.634567901234568, |
|
"grad_norm": 0.6240473389625549, |
|
"learning_rate": 1.9934145435079702e-05, |
|
"loss": 0.0475, |
|
"step": 92 |
|
}, |
|
{ |
|
"epoch": 3.674074074074074, |
|
"grad_norm": 0.3966387212276459, |
|
"learning_rate": 1.8825509907063327e-05, |
|
"loss": 0.0344, |
|
"step": 93 |
|
}, |
|
{ |
|
"epoch": 3.71358024691358, |
|
"grad_norm": 0.3751712143421173, |
|
"learning_rate": 1.774140082289563e-05, |
|
"loss": 0.0344, |
|
"step": 94 |
|
}, |
|
{ |
|
"epoch": 3.753086419753086, |
|
"grad_norm": 0.4704873561859131, |
|
"learning_rate": 1.6682671102399805e-05, |
|
"loss": 0.0455, |
|
"step": 95 |
|
}, |
|
{ |
|
"epoch": 3.7925925925925927, |
|
"grad_norm": 0.30209898948669434, |
|
"learning_rate": 1.5650153698254916e-05, |
|
"loss": 0.0268, |
|
"step": 96 |
|
}, |
|
{ |
|
"epoch": 3.832098765432099, |
|
"grad_norm": 0.4116058051586151, |
|
"learning_rate": 1.4644660940672627e-05, |
|
"loss": 0.0397, |
|
"step": 97 |
|
}, |
|
{ |
|
"epoch": 3.871604938271605, |
|
"grad_norm": 0.34586301445961, |
|
"learning_rate": 1.3666983898298657e-05, |
|
"loss": 0.0489, |
|
"step": 98 |
|
}, |
|
{ |
|
"epoch": 3.911111111111111, |
|
"grad_norm": 0.4923393428325653, |
|
"learning_rate": 1.2717891755841722e-05, |
|
"loss": 0.0538, |
|
"step": 99 |
|
}, |
|
{ |
|
"epoch": 3.950617283950617, |
|
"grad_norm": 0.604167103767395, |
|
"learning_rate": 1.1798131208919627e-05, |
|
"loss": 0.0389, |
|
"step": 100 |
|
}, |
|
{ |
|
"epoch": 3.950617283950617, |
|
"eval_loss": 0.08921382576227188, |
|
"eval_runtime": 20.2385, |
|
"eval_samples_per_second": 2.223, |
|
"eval_steps_per_second": 2.223, |
|
"step": 100 |
|
}, |
|
{ |
|
"epoch": 3.9901234567901236, |
|
"grad_norm": 0.9553114175796509, |
|
"learning_rate": 1.090842587659851e-05, |
|
"loss": 0.0802, |
|
"step": 101 |
|
}, |
|
{ |
|
"epoch": 4.029629629629629, |
|
"grad_norm": 0.9266524314880371, |
|
"learning_rate": 1.004947573208756e-05, |
|
"loss": 0.0618, |
|
"step": 102 |
|
}, |
|
{ |
|
"epoch": 4.069135802469136, |
|
"grad_norm": 0.3909324109554291, |
|
"learning_rate": 9.221956552036992e-06, |
|
"loss": 0.0415, |
|
"step": 103 |
|
}, |
|
{ |
|
"epoch": 4.108641975308642, |
|
"grad_norm": 0.2993374764919281, |
|
"learning_rate": 8.426519384872733e-06, |
|
"loss": 0.0211, |
|
"step": 104 |
|
}, |
|
{ |
|
"epoch": 4.148148148148148, |
|
"grad_norm": 0.37430423498153687, |
|
"learning_rate": 7.663790038585793e-06, |
|
"loss": 0.0396, |
|
"step": 105 |
|
}, |
|
{ |
|
"epoch": 4.187654320987654, |
|
"grad_norm": 0.48327693343162537, |
|
"learning_rate": 6.934368588379553e-06, |
|
"loss": 0.0471, |
|
"step": 106 |
|
}, |
|
{ |
|
"epoch": 4.22716049382716, |
|
"grad_norm": 0.38522160053253174, |
|
"learning_rate": 6.238828904562316e-06, |
|
"loss": 0.0301, |
|
"step": 107 |
|
}, |
|
{ |
|
"epoch": 4.266666666666667, |
|
"grad_norm": 0.4199317991733551, |
|
"learning_rate": 5.577718201056392e-06, |
|
"loss": 0.0377, |
|
"step": 108 |
|
}, |
|
{ |
|
"epoch": 4.306172839506173, |
|
"grad_norm": 0.40575993061065674, |
|
"learning_rate": 4.951556604879048e-06, |
|
"loss": 0.0261, |
|
"step": 109 |
|
}, |
|
{ |
|
"epoch": 4.345679012345679, |
|
"grad_norm": 0.3058774769306183, |
|
"learning_rate": 4.360836746934055e-06, |
|
"loss": 0.0396, |
|
"step": 110 |
|
}, |
|
{ |
|
"epoch": 4.345679012345679, |
|
"eval_loss": 0.09071807563304901, |
|
"eval_runtime": 20.232, |
|
"eval_samples_per_second": 2.224, |
|
"eval_steps_per_second": 2.224, |
|
"step": 110 |
|
}, |
|
{ |
|
"epoch": 4.385185185185185, |
|
"grad_norm": 0.4861699938774109, |
|
"learning_rate": 3.8060233744356633e-06, |
|
"loss": 0.0334, |
|
"step": 111 |
|
}, |
|
{ |
|
"epoch": 4.424691358024692, |
|
"grad_norm": 0.48257943987846375, |
|
"learning_rate": 3.2875529852700147e-06, |
|
"loss": 0.0511, |
|
"step": 112 |
|
}, |
|
{ |
|
"epoch": 4.4641975308641975, |
|
"grad_norm": 0.45548227429389954, |
|
"learning_rate": 2.8058334845816213e-06, |
|
"loss": 0.0498, |
|
"step": 113 |
|
}, |
|
{ |
|
"epoch": 4.503703703703704, |
|
"grad_norm": 0.30992263555526733, |
|
"learning_rate": 2.361243863855184e-06, |
|
"loss": 0.0292, |
|
"step": 114 |
|
}, |
|
{ |
|
"epoch": 4.54320987654321, |
|
"grad_norm": 0.4637013077735901, |
|
"learning_rate": 1.9541339027450256e-06, |
|
"loss": 0.0415, |
|
"step": 115 |
|
}, |
|
{ |
|
"epoch": 4.582716049382716, |
|
"grad_norm": 0.5105428695678711, |
|
"learning_rate": 1.584823893886933e-06, |
|
"loss": 0.0444, |
|
"step": 116 |
|
}, |
|
{ |
|
"epoch": 4.622222222222222, |
|
"grad_norm": 0.42670539021492004, |
|
"learning_rate": 1.2536043909088191e-06, |
|
"loss": 0.0463, |
|
"step": 117 |
|
}, |
|
{ |
|
"epoch": 4.661728395061728, |
|
"grad_norm": 0.4397276043891907, |
|
"learning_rate": 9.607359798384785e-07, |
|
"loss": 0.0348, |
|
"step": 118 |
|
}, |
|
{ |
|
"epoch": 4.701234567901235, |
|
"grad_norm": 0.3670833110809326, |
|
"learning_rate": 7.064490740882057e-07, |
|
"loss": 0.0238, |
|
"step": 119 |
|
}, |
|
{ |
|
"epoch": 4.7407407407407405, |
|
"grad_norm": 0.3886328339576721, |
|
"learning_rate": 4.909437331777179e-07, |
|
"loss": 0.0371, |
|
"step": 120 |
|
}, |
|
{ |
|
"epoch": 4.7407407407407405, |
|
"eval_loss": 0.09216072410345078, |
|
"eval_runtime": 20.2084, |
|
"eval_samples_per_second": 2.227, |
|
"eval_steps_per_second": 2.227, |
|
"step": 120 |
|
}, |
|
{ |
|
"epoch": 4.780246913580247, |
|
"grad_norm": 0.4576190412044525, |
|
"learning_rate": 3.143895053378698e-07, |
|
"loss": 0.0484, |
|
"step": 121 |
|
}, |
|
{ |
|
"epoch": 4.8197530864197535, |
|
"grad_norm": 0.37236690521240234, |
|
"learning_rate": 1.7692529411904578e-07, |
|
"loss": 0.0347, |
|
"step": 122 |
|
}, |
|
{ |
|
"epoch": 4.859259259259259, |
|
"grad_norm": 0.4739607572555542, |
|
"learning_rate": 7.865924910916977e-08, |
|
"loss": 0.0533, |
|
"step": 123 |
|
}, |
|
{ |
|
"epoch": 4.898765432098766, |
|
"grad_norm": 0.3876991868019104, |
|
"learning_rate": 1.9668680847356735e-08, |
|
"loss": 0.0313, |
|
"step": 124 |
|
}, |
|
{ |
|
"epoch": 4.938271604938271, |
|
"grad_norm": 0.34178659319877625, |
|
"learning_rate": 0.0, |
|
"loss": 0.0341, |
|
"step": 125 |
|
}, |
|
{ |
|
"epoch": 4.938271604938271, |
|
"step": 125, |
|
"total_flos": 1.3555716469633843e+17, |
|
"train_loss": 0.09280947175621987, |
|
"train_runtime": 3762.3288, |
|
"train_samples_per_second": 0.538, |
|
"train_steps_per_second": 0.033 |
|
} |
|
], |
|
"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": 1.3555716469633843e+17, |
|
"train_batch_size": 1, |
|
"trial_name": null, |
|
"trial_params": null |
|
} |
|
|