|
{ |
|
"best_metric": 0.155701145529747, |
|
"best_model_checkpoint": "saves/psy-course-info/Llama-3.1-8B-Instruct/train/fold4/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": 2.194518804550171, |
|
"learning_rate": 7.692307692307694e-06, |
|
"loss": 1.0283, |
|
"step": 1 |
|
}, |
|
{ |
|
"epoch": 0.07901234567901234, |
|
"grad_norm": 2.1176815032958984, |
|
"learning_rate": 1.5384615384615387e-05, |
|
"loss": 1.0506, |
|
"step": 2 |
|
}, |
|
{ |
|
"epoch": 0.11851851851851852, |
|
"grad_norm": 2.350534200668335, |
|
"learning_rate": 2.307692307692308e-05, |
|
"loss": 1.1433, |
|
"step": 3 |
|
}, |
|
{ |
|
"epoch": 0.1580246913580247, |
|
"grad_norm": 2.3229384422302246, |
|
"learning_rate": 3.0769230769230774e-05, |
|
"loss": 1.1949, |
|
"step": 4 |
|
}, |
|
{ |
|
"epoch": 0.19753086419753085, |
|
"grad_norm": 2.4669547080993652, |
|
"learning_rate": 3.846153846153846e-05, |
|
"loss": 1.1299, |
|
"step": 5 |
|
}, |
|
{ |
|
"epoch": 0.23703703703703705, |
|
"grad_norm": 2.586879014968872, |
|
"learning_rate": 4.615384615384616e-05, |
|
"loss": 0.8563, |
|
"step": 6 |
|
}, |
|
{ |
|
"epoch": 0.2765432098765432, |
|
"grad_norm": 2.568798065185547, |
|
"learning_rate": 5.384615384615385e-05, |
|
"loss": 1.0405, |
|
"step": 7 |
|
}, |
|
{ |
|
"epoch": 0.3160493827160494, |
|
"grad_norm": 2.2546226978302, |
|
"learning_rate": 6.153846153846155e-05, |
|
"loss": 0.8014, |
|
"step": 8 |
|
}, |
|
{ |
|
"epoch": 0.35555555555555557, |
|
"grad_norm": 2.58187198638916, |
|
"learning_rate": 6.923076923076924e-05, |
|
"loss": 0.8424, |
|
"step": 9 |
|
}, |
|
{ |
|
"epoch": 0.3950617283950617, |
|
"grad_norm": 1.5734577178955078, |
|
"learning_rate": 7.692307692307693e-05, |
|
"loss": 0.481, |
|
"step": 10 |
|
}, |
|
{ |
|
"epoch": 0.3950617283950617, |
|
"eval_loss": 0.4470711648464203, |
|
"eval_runtime": 20.9596, |
|
"eval_samples_per_second": 2.147, |
|
"eval_steps_per_second": 2.147, |
|
"step": 10 |
|
}, |
|
{ |
|
"epoch": 0.4345679012345679, |
|
"grad_norm": 1.2128584384918213, |
|
"learning_rate": 8.461538461538461e-05, |
|
"loss": 0.4775, |
|
"step": 11 |
|
}, |
|
{ |
|
"epoch": 0.4740740740740741, |
|
"grad_norm": 0.8648531436920166, |
|
"learning_rate": 9.230769230769232e-05, |
|
"loss": 0.4034, |
|
"step": 12 |
|
}, |
|
{ |
|
"epoch": 0.5135802469135803, |
|
"grad_norm": 1.3788645267486572, |
|
"learning_rate": 0.0001, |
|
"loss": 0.5011, |
|
"step": 13 |
|
}, |
|
{ |
|
"epoch": 0.5530864197530864, |
|
"grad_norm": 0.8829809427261353, |
|
"learning_rate": 9.998033131915266e-05, |
|
"loss": 0.276, |
|
"step": 14 |
|
}, |
|
{ |
|
"epoch": 0.5925925925925926, |
|
"grad_norm": 1.1226744651794434, |
|
"learning_rate": 9.992134075089084e-05, |
|
"loss": 0.4457, |
|
"step": 15 |
|
}, |
|
{ |
|
"epoch": 0.6320987654320988, |
|
"grad_norm": 0.7899404764175415, |
|
"learning_rate": 9.982307470588098e-05, |
|
"loss": 0.3465, |
|
"step": 16 |
|
}, |
|
{ |
|
"epoch": 0.671604938271605, |
|
"grad_norm": 0.6820979714393616, |
|
"learning_rate": 9.968561049466214e-05, |
|
"loss": 0.3289, |
|
"step": 17 |
|
}, |
|
{ |
|
"epoch": 0.7111111111111111, |
|
"grad_norm": 0.7585280537605286, |
|
"learning_rate": 9.950905626682228e-05, |
|
"loss": 0.3761, |
|
"step": 18 |
|
}, |
|
{ |
|
"epoch": 0.7506172839506173, |
|
"grad_norm": 0.5556255578994751, |
|
"learning_rate": 9.92935509259118e-05, |
|
"loss": 0.2452, |
|
"step": 19 |
|
}, |
|
{ |
|
"epoch": 0.7901234567901234, |
|
"grad_norm": 0.642232358455658, |
|
"learning_rate": 9.903926402016153e-05, |
|
"loss": 0.227, |
|
"step": 20 |
|
}, |
|
{ |
|
"epoch": 0.7901234567901234, |
|
"eval_loss": 0.26709282398223877, |
|
"eval_runtime": 20.7787, |
|
"eval_samples_per_second": 2.166, |
|
"eval_steps_per_second": 2.166, |
|
"step": 20 |
|
}, |
|
{ |
|
"epoch": 0.8296296296296296, |
|
"grad_norm": 0.7405572533607483, |
|
"learning_rate": 9.874639560909117e-05, |
|
"loss": 0.2376, |
|
"step": 21 |
|
}, |
|
{ |
|
"epoch": 0.8691358024691358, |
|
"grad_norm": 0.7726360559463501, |
|
"learning_rate": 9.841517610611309e-05, |
|
"loss": 0.1854, |
|
"step": 22 |
|
}, |
|
{ |
|
"epoch": 0.908641975308642, |
|
"grad_norm": 0.6125112771987915, |
|
"learning_rate": 9.804586609725499e-05, |
|
"loss": 0.2192, |
|
"step": 23 |
|
}, |
|
{ |
|
"epoch": 0.9481481481481482, |
|
"grad_norm": 0.5291657447814941, |
|
"learning_rate": 9.763875613614482e-05, |
|
"loss": 0.2319, |
|
"step": 24 |
|
}, |
|
{ |
|
"epoch": 0.9876543209876543, |
|
"grad_norm": 0.5333792567253113, |
|
"learning_rate": 9.719416651541839e-05, |
|
"loss": 0.2028, |
|
"step": 25 |
|
}, |
|
{ |
|
"epoch": 1.0271604938271606, |
|
"grad_norm": 0.8214161396026611, |
|
"learning_rate": 9.671244701472999e-05, |
|
"loss": 0.3072, |
|
"step": 26 |
|
}, |
|
{ |
|
"epoch": 1.0666666666666667, |
|
"grad_norm": 0.5902807116508484, |
|
"learning_rate": 9.619397662556435e-05, |
|
"loss": 0.271, |
|
"step": 27 |
|
}, |
|
{ |
|
"epoch": 1.106172839506173, |
|
"grad_norm": 0.4466434121131897, |
|
"learning_rate": 9.563916325306594e-05, |
|
"loss": 0.1567, |
|
"step": 28 |
|
}, |
|
{ |
|
"epoch": 1.145679012345679, |
|
"grad_norm": 0.4218069016933441, |
|
"learning_rate": 9.504844339512095e-05, |
|
"loss": 0.1632, |
|
"step": 29 |
|
}, |
|
{ |
|
"epoch": 1.1851851851851851, |
|
"grad_norm": 0.6221491098403931, |
|
"learning_rate": 9.442228179894362e-05, |
|
"loss": 0.1733, |
|
"step": 30 |
|
}, |
|
{ |
|
"epoch": 1.1851851851851851, |
|
"eval_loss": 0.19363102316856384, |
|
"eval_runtime": 20.8028, |
|
"eval_samples_per_second": 2.163, |
|
"eval_steps_per_second": 2.163, |
|
"step": 30 |
|
}, |
|
{ |
|
"epoch": 1.2246913580246914, |
|
"grad_norm": 0.5914718508720398, |
|
"learning_rate": 9.376117109543769e-05, |
|
"loss": 0.1592, |
|
"step": 31 |
|
}, |
|
{ |
|
"epoch": 1.2641975308641975, |
|
"grad_norm": 0.5006762742996216, |
|
"learning_rate": 9.306563141162046e-05, |
|
"loss": 0.177, |
|
"step": 32 |
|
}, |
|
{ |
|
"epoch": 1.3037037037037038, |
|
"grad_norm": 0.570541501045227, |
|
"learning_rate": 9.233620996141421e-05, |
|
"loss": 0.1633, |
|
"step": 33 |
|
}, |
|
{ |
|
"epoch": 1.34320987654321, |
|
"grad_norm": 0.8022737503051758, |
|
"learning_rate": 9.157348061512727e-05, |
|
"loss": 0.206, |
|
"step": 34 |
|
}, |
|
{ |
|
"epoch": 1.382716049382716, |
|
"grad_norm": 0.8812099099159241, |
|
"learning_rate": 9.077804344796302e-05, |
|
"loss": 0.1768, |
|
"step": 35 |
|
}, |
|
{ |
|
"epoch": 1.4222222222222223, |
|
"grad_norm": 0.6670054793357849, |
|
"learning_rate": 8.995052426791247e-05, |
|
"loss": 0.1688, |
|
"step": 36 |
|
}, |
|
{ |
|
"epoch": 1.4617283950617284, |
|
"grad_norm": 0.5354920029640198, |
|
"learning_rate": 8.90915741234015e-05, |
|
"loss": 0.181, |
|
"step": 37 |
|
}, |
|
{ |
|
"epoch": 1.5012345679012347, |
|
"grad_norm": 0.5447942614555359, |
|
"learning_rate": 8.820186879108038e-05, |
|
"loss": 0.1782, |
|
"step": 38 |
|
}, |
|
{ |
|
"epoch": 1.5407407407407407, |
|
"grad_norm": 0.6054803133010864, |
|
"learning_rate": 8.728210824415827e-05, |
|
"loss": 0.187, |
|
"step": 39 |
|
}, |
|
{ |
|
"epoch": 1.5802469135802468, |
|
"grad_norm": 0.7443354725837708, |
|
"learning_rate": 8.633301610170135e-05, |
|
"loss": 0.1622, |
|
"step": 40 |
|
}, |
|
{ |
|
"epoch": 1.5802469135802468, |
|
"eval_loss": 0.17835888266563416, |
|
"eval_runtime": 20.8179, |
|
"eval_samples_per_second": 2.162, |
|
"eval_steps_per_second": 2.162, |
|
"step": 40 |
|
}, |
|
{ |
|
"epoch": 1.6197530864197531, |
|
"grad_norm": 0.6073779463768005, |
|
"learning_rate": 8.535533905932738e-05, |
|
"loss": 0.1902, |
|
"step": 41 |
|
}, |
|
{ |
|
"epoch": 1.6592592592592592, |
|
"grad_norm": 0.6843507289886475, |
|
"learning_rate": 8.434984630174509e-05, |
|
"loss": 0.2264, |
|
"step": 42 |
|
}, |
|
{ |
|
"epoch": 1.6987654320987655, |
|
"grad_norm": 0.49217379093170166, |
|
"learning_rate": 8.33173288976002e-05, |
|
"loss": 0.1347, |
|
"step": 43 |
|
}, |
|
{ |
|
"epoch": 1.7382716049382716, |
|
"grad_norm": 0.47513994574546814, |
|
"learning_rate": 8.225859917710439e-05, |
|
"loss": 0.1763, |
|
"step": 44 |
|
}, |
|
{ |
|
"epoch": 1.7777777777777777, |
|
"grad_norm": 0.368058443069458, |
|
"learning_rate": 8.117449009293668e-05, |
|
"loss": 0.0792, |
|
"step": 45 |
|
}, |
|
{ |
|
"epoch": 1.817283950617284, |
|
"grad_norm": 0.4543582499027252, |
|
"learning_rate": 8.006585456492029e-05, |
|
"loss": 0.1573, |
|
"step": 46 |
|
}, |
|
{ |
|
"epoch": 1.8567901234567903, |
|
"grad_norm": 0.5805642008781433, |
|
"learning_rate": 7.89335648089903e-05, |
|
"loss": 0.1807, |
|
"step": 47 |
|
}, |
|
{ |
|
"epoch": 1.8962962962962964, |
|
"grad_norm": 0.6300663948059082, |
|
"learning_rate": 7.777851165098012e-05, |
|
"loss": 0.1542, |
|
"step": 48 |
|
}, |
|
{ |
|
"epoch": 1.9358024691358025, |
|
"grad_norm": 0.5194098353385925, |
|
"learning_rate": 7.660160382576683e-05, |
|
"loss": 0.1581, |
|
"step": 49 |
|
}, |
|
{ |
|
"epoch": 1.9753086419753085, |
|
"grad_norm": 0.5455979108810425, |
|
"learning_rate": 7.540376726232648e-05, |
|
"loss": 0.1527, |
|
"step": 50 |
|
}, |
|
{ |
|
"epoch": 1.9753086419753085, |
|
"eval_loss": 0.1648695170879364, |
|
"eval_runtime": 20.8121, |
|
"eval_samples_per_second": 2.162, |
|
"eval_steps_per_second": 2.162, |
|
"step": 50 |
|
}, |
|
{ |
|
"epoch": 2.0148148148148146, |
|
"grad_norm": 1.3302276134490967, |
|
"learning_rate": 7.4185944355262e-05, |
|
"loss": 0.3565, |
|
"step": 51 |
|
}, |
|
{ |
|
"epoch": 2.054320987654321, |
|
"grad_norm": 0.43565472960472107, |
|
"learning_rate": 7.294909322337689e-05, |
|
"loss": 0.1353, |
|
"step": 52 |
|
}, |
|
{ |
|
"epoch": 2.093827160493827, |
|
"grad_norm": 0.480875700712204, |
|
"learning_rate": 7.169418695587791e-05, |
|
"loss": 0.1243, |
|
"step": 53 |
|
}, |
|
{ |
|
"epoch": 2.1333333333333333, |
|
"grad_norm": 0.48461875319480896, |
|
"learning_rate": 7.042221284679982e-05, |
|
"loss": 0.0971, |
|
"step": 54 |
|
}, |
|
{ |
|
"epoch": 2.1728395061728394, |
|
"grad_norm": 0.5279831886291504, |
|
"learning_rate": 6.91341716182545e-05, |
|
"loss": 0.1223, |
|
"step": 55 |
|
}, |
|
{ |
|
"epoch": 2.212345679012346, |
|
"grad_norm": 0.4635251462459564, |
|
"learning_rate": 6.783107663311565e-05, |
|
"loss": 0.1153, |
|
"step": 56 |
|
}, |
|
{ |
|
"epoch": 2.251851851851852, |
|
"grad_norm": 0.47293245792388916, |
|
"learning_rate": 6.651395309775837e-05, |
|
"loss": 0.1522, |
|
"step": 57 |
|
}, |
|
{ |
|
"epoch": 2.291358024691358, |
|
"grad_norm": 0.5724309682846069, |
|
"learning_rate": 6.518383725548074e-05, |
|
"loss": 0.1439, |
|
"step": 58 |
|
}, |
|
{ |
|
"epoch": 2.330864197530864, |
|
"grad_norm": 0.5045034289360046, |
|
"learning_rate": 6.384177557124247e-05, |
|
"loss": 0.1376, |
|
"step": 59 |
|
}, |
|
{ |
|
"epoch": 2.3703703703703702, |
|
"grad_norm": 0.5327277779579163, |
|
"learning_rate": 6.248882390836135e-05, |
|
"loss": 0.1002, |
|
"step": 60 |
|
}, |
|
{ |
|
"epoch": 2.3703703703703702, |
|
"eval_loss": 0.1610100269317627, |
|
"eval_runtime": 20.8074, |
|
"eval_samples_per_second": 2.163, |
|
"eval_steps_per_second": 2.163, |
|
"step": 60 |
|
}, |
|
{ |
|
"epoch": 2.4098765432098768, |
|
"grad_norm": 0.5841977000236511, |
|
"learning_rate": 6.112604669781572e-05, |
|
"loss": 0.1289, |
|
"step": 61 |
|
}, |
|
{ |
|
"epoch": 2.449382716049383, |
|
"grad_norm": 0.5795934796333313, |
|
"learning_rate": 5.9754516100806423e-05, |
|
"loss": 0.1142, |
|
"step": 62 |
|
}, |
|
{ |
|
"epoch": 2.488888888888889, |
|
"grad_norm": 0.6151239275932312, |
|
"learning_rate": 5.837531116523682e-05, |
|
"loss": 0.1144, |
|
"step": 63 |
|
}, |
|
{ |
|
"epoch": 2.528395061728395, |
|
"grad_norm": 0.6791741251945496, |
|
"learning_rate": 5.698951697677498e-05, |
|
"loss": 0.1314, |
|
"step": 64 |
|
}, |
|
{ |
|
"epoch": 2.567901234567901, |
|
"grad_norm": 0.5318293571472168, |
|
"learning_rate": 5.559822380516539e-05, |
|
"loss": 0.1415, |
|
"step": 65 |
|
}, |
|
{ |
|
"epoch": 2.6074074074074076, |
|
"grad_norm": 0.5658901333808899, |
|
"learning_rate": 5.420252624646238e-05, |
|
"loss": 0.1278, |
|
"step": 66 |
|
}, |
|
{ |
|
"epoch": 2.6469135802469137, |
|
"grad_norm": 0.5097365975379944, |
|
"learning_rate": 5.2803522361859594e-05, |
|
"loss": 0.0888, |
|
"step": 67 |
|
}, |
|
{ |
|
"epoch": 2.68641975308642, |
|
"grad_norm": 0.5901567339897156, |
|
"learning_rate": 5.140231281379345e-05, |
|
"loss": 0.1541, |
|
"step": 68 |
|
}, |
|
{ |
|
"epoch": 2.725925925925926, |
|
"grad_norm": 0.6255803108215332, |
|
"learning_rate": 5e-05, |
|
"loss": 0.0974, |
|
"step": 69 |
|
}, |
|
{ |
|
"epoch": 2.765432098765432, |
|
"grad_norm": 0.44344496726989746, |
|
"learning_rate": 4.859768718620656e-05, |
|
"loss": 0.0798, |
|
"step": 70 |
|
}, |
|
{ |
|
"epoch": 2.765432098765432, |
|
"eval_loss": 0.155701145529747, |
|
"eval_runtime": 20.8127, |
|
"eval_samples_per_second": 2.162, |
|
"eval_steps_per_second": 2.162, |
|
"step": 70 |
|
}, |
|
{ |
|
"epoch": 2.8049382716049385, |
|
"grad_norm": 0.6580880284309387, |
|
"learning_rate": 4.7196477638140404e-05, |
|
"loss": 0.1337, |
|
"step": 71 |
|
}, |
|
{ |
|
"epoch": 2.8444444444444446, |
|
"grad_norm": 0.46482139825820923, |
|
"learning_rate": 4.579747375353763e-05, |
|
"loss": 0.0847, |
|
"step": 72 |
|
}, |
|
{ |
|
"epoch": 2.8839506172839506, |
|
"grad_norm": 0.5961633920669556, |
|
"learning_rate": 4.4401776194834613e-05, |
|
"loss": 0.1053, |
|
"step": 73 |
|
}, |
|
{ |
|
"epoch": 2.9234567901234567, |
|
"grad_norm": 0.5351518988609314, |
|
"learning_rate": 4.3010483023225045e-05, |
|
"loss": 0.1274, |
|
"step": 74 |
|
}, |
|
{ |
|
"epoch": 2.962962962962963, |
|
"grad_norm": 0.5729773044586182, |
|
"learning_rate": 4.162468883476319e-05, |
|
"loss": 0.1015, |
|
"step": 75 |
|
}, |
|
{ |
|
"epoch": 3.0024691358024693, |
|
"grad_norm": 0.8544556498527527, |
|
"learning_rate": 4.0245483899193595e-05, |
|
"loss": 0.1564, |
|
"step": 76 |
|
}, |
|
{ |
|
"epoch": 3.0419753086419754, |
|
"grad_norm": 0.3593759536743164, |
|
"learning_rate": 3.887395330218429e-05, |
|
"loss": 0.0591, |
|
"step": 77 |
|
}, |
|
{ |
|
"epoch": 3.0814814814814815, |
|
"grad_norm": 0.4639565348625183, |
|
"learning_rate": 3.7511176091638653e-05, |
|
"loss": 0.0951, |
|
"step": 78 |
|
}, |
|
{ |
|
"epoch": 3.1209876543209876, |
|
"grad_norm": 0.5681014060974121, |
|
"learning_rate": 3.6158224428757535e-05, |
|
"loss": 0.0883, |
|
"step": 79 |
|
}, |
|
{ |
|
"epoch": 3.1604938271604937, |
|
"grad_norm": 0.6761187314987183, |
|
"learning_rate": 3.4816162744519263e-05, |
|
"loss": 0.0812, |
|
"step": 80 |
|
}, |
|
{ |
|
"epoch": 3.1604938271604937, |
|
"eval_loss": 0.1632390022277832, |
|
"eval_runtime": 20.8096, |
|
"eval_samples_per_second": 2.162, |
|
"eval_steps_per_second": 2.162, |
|
"step": 80 |
|
}, |
|
{ |
|
"epoch": 3.2, |
|
"grad_norm": 0.47050565481185913, |
|
"learning_rate": 3.3486046902241664e-05, |
|
"loss": 0.0762, |
|
"step": 81 |
|
}, |
|
{ |
|
"epoch": 3.2395061728395063, |
|
"grad_norm": 0.4817729592323303, |
|
"learning_rate": 3.216892336688435e-05, |
|
"loss": 0.0641, |
|
"step": 82 |
|
}, |
|
{ |
|
"epoch": 3.2790123456790123, |
|
"grad_norm": 0.5061681270599365, |
|
"learning_rate": 3.086582838174551e-05, |
|
"loss": 0.0777, |
|
"step": 83 |
|
}, |
|
{ |
|
"epoch": 3.3185185185185184, |
|
"grad_norm": 0.6684750318527222, |
|
"learning_rate": 2.9577787153200197e-05, |
|
"loss": 0.1087, |
|
"step": 84 |
|
}, |
|
{ |
|
"epoch": 3.3580246913580245, |
|
"grad_norm": 0.5278833508491516, |
|
"learning_rate": 2.8305813044122097e-05, |
|
"loss": 0.0912, |
|
"step": 85 |
|
}, |
|
{ |
|
"epoch": 3.397530864197531, |
|
"grad_norm": 0.6312245726585388, |
|
"learning_rate": 2.705090677662311e-05, |
|
"loss": 0.0951, |
|
"step": 86 |
|
}, |
|
{ |
|
"epoch": 3.437037037037037, |
|
"grad_norm": 0.6985181570053101, |
|
"learning_rate": 2.581405564473801e-05, |
|
"loss": 0.0889, |
|
"step": 87 |
|
}, |
|
{ |
|
"epoch": 3.476543209876543, |
|
"grad_norm": 0.6942794322967529, |
|
"learning_rate": 2.459623273767354e-05, |
|
"loss": 0.1148, |
|
"step": 88 |
|
}, |
|
{ |
|
"epoch": 3.5160493827160493, |
|
"grad_norm": 0.7768173217773438, |
|
"learning_rate": 2.3398396174233178e-05, |
|
"loss": 0.1133, |
|
"step": 89 |
|
}, |
|
{ |
|
"epoch": 3.5555555555555554, |
|
"grad_norm": 0.820288896560669, |
|
"learning_rate": 2.2221488349019903e-05, |
|
"loss": 0.0872, |
|
"step": 90 |
|
}, |
|
{ |
|
"epoch": 3.5555555555555554, |
|
"eval_loss": 0.16232681274414062, |
|
"eval_runtime": 20.816, |
|
"eval_samples_per_second": 2.162, |
|
"eval_steps_per_second": 2.162, |
|
"step": 90 |
|
}, |
|
{ |
|
"epoch": 3.595061728395062, |
|
"grad_norm": 0.6442907452583313, |
|
"learning_rate": 2.1066435191009715e-05, |
|
"loss": 0.0784, |
|
"step": 91 |
|
}, |
|
{ |
|
"epoch": 3.634567901234568, |
|
"grad_norm": 0.5543602705001831, |
|
"learning_rate": 1.9934145435079702e-05, |
|
"loss": 0.0957, |
|
"step": 92 |
|
}, |
|
{ |
|
"epoch": 3.674074074074074, |
|
"grad_norm": 0.7335277795791626, |
|
"learning_rate": 1.8825509907063327e-05, |
|
"loss": 0.1067, |
|
"step": 93 |
|
}, |
|
{ |
|
"epoch": 3.71358024691358, |
|
"grad_norm": 0.6988636255264282, |
|
"learning_rate": 1.774140082289563e-05, |
|
"loss": 0.1022, |
|
"step": 94 |
|
}, |
|
{ |
|
"epoch": 3.753086419753086, |
|
"grad_norm": 0.7920371890068054, |
|
"learning_rate": 1.6682671102399805e-05, |
|
"loss": 0.0715, |
|
"step": 95 |
|
}, |
|
{ |
|
"epoch": 3.7925925925925927, |
|
"grad_norm": 0.5601813793182373, |
|
"learning_rate": 1.5650153698254916e-05, |
|
"loss": 0.0722, |
|
"step": 96 |
|
}, |
|
{ |
|
"epoch": 3.832098765432099, |
|
"grad_norm": 0.6194542050361633, |
|
"learning_rate": 1.4644660940672627e-05, |
|
"loss": 0.0974, |
|
"step": 97 |
|
}, |
|
{ |
|
"epoch": 3.871604938271605, |
|
"grad_norm": 0.546447217464447, |
|
"learning_rate": 1.3666983898298657e-05, |
|
"loss": 0.0849, |
|
"step": 98 |
|
}, |
|
{ |
|
"epoch": 3.911111111111111, |
|
"grad_norm": 0.5601685643196106, |
|
"learning_rate": 1.2717891755841722e-05, |
|
"loss": 0.0751, |
|
"step": 99 |
|
}, |
|
{ |
|
"epoch": 3.950617283950617, |
|
"grad_norm": 0.5766252279281616, |
|
"learning_rate": 1.1798131208919627e-05, |
|
"loss": 0.079, |
|
"step": 100 |
|
}, |
|
{ |
|
"epoch": 3.950617283950617, |
|
"eval_loss": 0.1592065542936325, |
|
"eval_runtime": 20.8082, |
|
"eval_samples_per_second": 2.163, |
|
"eval_steps_per_second": 2.163, |
|
"step": 100 |
|
}, |
|
{ |
|
"epoch": 3.9901234567901236, |
|
"grad_norm": 1.0218473672866821, |
|
"learning_rate": 1.090842587659851e-05, |
|
"loss": 0.0927, |
|
"step": 101 |
|
}, |
|
{ |
|
"epoch": 4.029629629629629, |
|
"grad_norm": 1.091865062713623, |
|
"learning_rate": 1.004947573208756e-05, |
|
"loss": 0.1495, |
|
"step": 102 |
|
}, |
|
{ |
|
"epoch": 4.069135802469136, |
|
"grad_norm": 0.479623943567276, |
|
"learning_rate": 9.221956552036992e-06, |
|
"loss": 0.0718, |
|
"step": 103 |
|
}, |
|
{ |
|
"epoch": 4.108641975308642, |
|
"grad_norm": 0.5074496865272522, |
|
"learning_rate": 8.426519384872733e-06, |
|
"loss": 0.0626, |
|
"step": 104 |
|
}, |
|
{ |
|
"epoch": 4.148148148148148, |
|
"grad_norm": 0.4844929575920105, |
|
"learning_rate": 7.663790038585793e-06, |
|
"loss": 0.0774, |
|
"step": 105 |
|
}, |
|
{ |
|
"epoch": 4.187654320987654, |
|
"grad_norm": 0.3479042649269104, |
|
"learning_rate": 6.934368588379553e-06, |
|
"loss": 0.0411, |
|
"step": 106 |
|
}, |
|
{ |
|
"epoch": 4.22716049382716, |
|
"grad_norm": 0.5858511328697205, |
|
"learning_rate": 6.238828904562316e-06, |
|
"loss": 0.0984, |
|
"step": 107 |
|
}, |
|
{ |
|
"epoch": 4.266666666666667, |
|
"grad_norm": 0.4459031820297241, |
|
"learning_rate": 5.577718201056392e-06, |
|
"loss": 0.0601, |
|
"step": 108 |
|
}, |
|
{ |
|
"epoch": 4.306172839506173, |
|
"grad_norm": 0.6543456315994263, |
|
"learning_rate": 4.951556604879048e-06, |
|
"loss": 0.0943, |
|
"step": 109 |
|
}, |
|
{ |
|
"epoch": 4.345679012345679, |
|
"grad_norm": 0.5373428463935852, |
|
"learning_rate": 4.360836746934055e-06, |
|
"loss": 0.0801, |
|
"step": 110 |
|
}, |
|
{ |
|
"epoch": 4.345679012345679, |
|
"eval_loss": 0.1588951051235199, |
|
"eval_runtime": 20.813, |
|
"eval_samples_per_second": 2.162, |
|
"eval_steps_per_second": 2.162, |
|
"step": 110 |
|
}, |
|
{ |
|
"epoch": 4.385185185185185, |
|
"grad_norm": 0.5837863087654114, |
|
"learning_rate": 3.8060233744356633e-06, |
|
"loss": 0.0776, |
|
"step": 111 |
|
}, |
|
{ |
|
"epoch": 4.424691358024692, |
|
"grad_norm": 0.6311441659927368, |
|
"learning_rate": 3.2875529852700147e-06, |
|
"loss": 0.0686, |
|
"step": 112 |
|
}, |
|
{ |
|
"epoch": 4.4641975308641975, |
|
"grad_norm": 0.5876055955886841, |
|
"learning_rate": 2.8058334845816213e-06, |
|
"loss": 0.075, |
|
"step": 113 |
|
}, |
|
{ |
|
"epoch": 4.503703703703704, |
|
"grad_norm": 0.536090075969696, |
|
"learning_rate": 2.361243863855184e-06, |
|
"loss": 0.0712, |
|
"step": 114 |
|
}, |
|
{ |
|
"epoch": 4.54320987654321, |
|
"grad_norm": 0.48177963495254517, |
|
"learning_rate": 1.9541339027450256e-06, |
|
"loss": 0.0607, |
|
"step": 115 |
|
}, |
|
{ |
|
"epoch": 4.582716049382716, |
|
"grad_norm": 0.6054865717887878, |
|
"learning_rate": 1.584823893886933e-06, |
|
"loss": 0.077, |
|
"step": 116 |
|
}, |
|
{ |
|
"epoch": 4.622222222222222, |
|
"grad_norm": 0.5703210830688477, |
|
"learning_rate": 1.2536043909088191e-06, |
|
"loss": 0.0955, |
|
"step": 117 |
|
}, |
|
{ |
|
"epoch": 4.661728395061728, |
|
"grad_norm": 0.5592256188392639, |
|
"learning_rate": 9.607359798384785e-07, |
|
"loss": 0.0504, |
|
"step": 118 |
|
}, |
|
{ |
|
"epoch": 4.701234567901235, |
|
"grad_norm": 0.5410389304161072, |
|
"learning_rate": 7.064490740882057e-07, |
|
"loss": 0.084, |
|
"step": 119 |
|
}, |
|
{ |
|
"epoch": 4.7407407407407405, |
|
"grad_norm": 0.6372770071029663, |
|
"learning_rate": 4.909437331777179e-07, |
|
"loss": 0.0932, |
|
"step": 120 |
|
}, |
|
{ |
|
"epoch": 4.7407407407407405, |
|
"eval_loss": 0.15954476594924927, |
|
"eval_runtime": 20.8113, |
|
"eval_samples_per_second": 2.162, |
|
"eval_steps_per_second": 2.162, |
|
"step": 120 |
|
}, |
|
{ |
|
"epoch": 4.780246913580247, |
|
"grad_norm": 0.42266181111335754, |
|
"learning_rate": 3.143895053378698e-07, |
|
"loss": 0.0586, |
|
"step": 121 |
|
}, |
|
{ |
|
"epoch": 4.8197530864197535, |
|
"grad_norm": 0.5649014115333557, |
|
"learning_rate": 1.7692529411904578e-07, |
|
"loss": 0.0747, |
|
"step": 122 |
|
}, |
|
{ |
|
"epoch": 4.859259259259259, |
|
"grad_norm": 0.4727138578891754, |
|
"learning_rate": 7.865924910916977e-08, |
|
"loss": 0.0621, |
|
"step": 123 |
|
}, |
|
{ |
|
"epoch": 4.898765432098766, |
|
"grad_norm": 0.7124543190002441, |
|
"learning_rate": 1.9668680847356735e-08, |
|
"loss": 0.0657, |
|
"step": 124 |
|
}, |
|
{ |
|
"epoch": 4.938271604938271, |
|
"grad_norm": 0.3849957585334778, |
|
"learning_rate": 0.0, |
|
"loss": 0.0333, |
|
"step": 125 |
|
}, |
|
{ |
|
"epoch": 4.938271604938271, |
|
"step": 125, |
|
"total_flos": 1.2628766887457587e+17, |
|
"train_loss": 0.20852369618415834, |
|
"train_runtime": 3506.5823, |
|
"train_samples_per_second": 0.577, |
|
"train_steps_per_second": 0.036 |
|
} |
|
], |
|
"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": 1.2628766887457587e+17, |
|
"train_batch_size": 1, |
|
"trial_name": null, |
|
"trial_params": null |
|
} |
|
|