| { | |
| "best_metric": 0.06450261175632477, | |
| "best_model_checkpoint": "saves/psy-course-doc/Ministral-8B-Instruct-2410/train/fold2/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": 0.26913556456565857, | |
| "learning_rate": 7.692307692307694e-06, | |
| "loss": 0.2006, | |
| "step": 1 | |
| }, | |
| { | |
| "epoch": 0.07901234567901234, | |
| "grad_norm": 0.285310298204422, | |
| "learning_rate": 1.5384615384615387e-05, | |
| "loss": 0.266, | |
| "step": 2 | |
| }, | |
| { | |
| "epoch": 0.11851851851851852, | |
| "grad_norm": 0.28063321113586426, | |
| "learning_rate": 2.307692307692308e-05, | |
| "loss": 0.2129, | |
| "step": 3 | |
| }, | |
| { | |
| "epoch": 0.1580246913580247, | |
| "grad_norm": 0.2669070065021515, | |
| "learning_rate": 3.0769230769230774e-05, | |
| "loss": 0.2541, | |
| "step": 4 | |
| }, | |
| { | |
| "epoch": 0.19753086419753085, | |
| "grad_norm": 0.2797169089317322, | |
| "learning_rate": 3.846153846153846e-05, | |
| "loss": 0.2365, | |
| "step": 5 | |
| }, | |
| { | |
| "epoch": 0.23703703703703705, | |
| "grad_norm": 0.26156190037727356, | |
| "learning_rate": 4.615384615384616e-05, | |
| "loss": 0.198, | |
| "step": 6 | |
| }, | |
| { | |
| "epoch": 0.2765432098765432, | |
| "grad_norm": 0.24613116681575775, | |
| "learning_rate": 5.384615384615385e-05, | |
| "loss": 0.1615, | |
| "step": 7 | |
| }, | |
| { | |
| "epoch": 0.3160493827160494, | |
| "grad_norm": 0.24158886075019836, | |
| "learning_rate": 6.153846153846155e-05, | |
| "loss": 0.2589, | |
| "step": 8 | |
| }, | |
| { | |
| "epoch": 0.35555555555555557, | |
| "grad_norm": 0.21727997064590454, | |
| "learning_rate": 6.923076923076924e-05, | |
| "loss": 0.1411, | |
| "step": 9 | |
| }, | |
| { | |
| "epoch": 0.3950617283950617, | |
| "grad_norm": 0.2128220498561859, | |
| "learning_rate": 7.692307692307693e-05, | |
| "loss": 0.1276, | |
| "step": 10 | |
| }, | |
| { | |
| "epoch": 0.3950617283950617, | |
| "eval_loss": 0.12927325069904327, | |
| "eval_runtime": 27.5694, | |
| "eval_samples_per_second": 1.632, | |
| "eval_steps_per_second": 1.632, | |
| "step": 10 | |
| }, | |
| { | |
| "epoch": 0.4345679012345679, | |
| "grad_norm": 0.21854767203330994, | |
| "learning_rate": 8.461538461538461e-05, | |
| "loss": 0.1143, | |
| "step": 11 | |
| }, | |
| { | |
| "epoch": 0.4740740740740741, | |
| "grad_norm": 0.19351953268051147, | |
| "learning_rate": 9.230769230769232e-05, | |
| "loss": 0.1142, | |
| "step": 12 | |
| }, | |
| { | |
| "epoch": 0.5135802469135803, | |
| "grad_norm": 0.1678258180618286, | |
| "learning_rate": 0.0001, | |
| "loss": 0.0915, | |
| "step": 13 | |
| }, | |
| { | |
| "epoch": 0.5530864197530864, | |
| "grad_norm": 0.20259089767932892, | |
| "learning_rate": 9.998033131915266e-05, | |
| "loss": 0.0972, | |
| "step": 14 | |
| }, | |
| { | |
| "epoch": 0.5925925925925926, | |
| "grad_norm": 0.19976451992988586, | |
| "learning_rate": 9.992134075089084e-05, | |
| "loss": 0.0897, | |
| "step": 15 | |
| }, | |
| { | |
| "epoch": 0.6320987654320988, | |
| "grad_norm": 0.17162996530532837, | |
| "learning_rate": 9.982307470588098e-05, | |
| "loss": 0.1002, | |
| "step": 16 | |
| }, | |
| { | |
| "epoch": 0.671604938271605, | |
| "grad_norm": 0.12091425806283951, | |
| "learning_rate": 9.968561049466214e-05, | |
| "loss": 0.0861, | |
| "step": 17 | |
| }, | |
| { | |
| "epoch": 0.7111111111111111, | |
| "grad_norm": 0.14733700454235077, | |
| "learning_rate": 9.950905626682228e-05, | |
| "loss": 0.1015, | |
| "step": 18 | |
| }, | |
| { | |
| "epoch": 0.7506172839506173, | |
| "grad_norm": 0.14008742570877075, | |
| "learning_rate": 9.92935509259118e-05, | |
| "loss": 0.118, | |
| "step": 19 | |
| }, | |
| { | |
| "epoch": 0.7901234567901234, | |
| "grad_norm": 0.12193509191274643, | |
| "learning_rate": 9.903926402016153e-05, | |
| "loss": 0.0702, | |
| "step": 20 | |
| }, | |
| { | |
| "epoch": 0.7901234567901234, | |
| "eval_loss": 0.08260064572095871, | |
| "eval_runtime": 27.2452, | |
| "eval_samples_per_second": 1.652, | |
| "eval_steps_per_second": 1.652, | |
| "step": 20 | |
| }, | |
| { | |
| "epoch": 0.8296296296296296, | |
| "grad_norm": 0.1628137230873108, | |
| "learning_rate": 9.874639560909117e-05, | |
| "loss": 0.0904, | |
| "step": 21 | |
| }, | |
| { | |
| "epoch": 0.8691358024691358, | |
| "grad_norm": 0.1272239238023758, | |
| "learning_rate": 9.841517610611309e-05, | |
| "loss": 0.062, | |
| "step": 22 | |
| }, | |
| { | |
| "epoch": 0.908641975308642, | |
| "grad_norm": 0.108433298766613, | |
| "learning_rate": 9.804586609725499e-05, | |
| "loss": 0.0709, | |
| "step": 23 | |
| }, | |
| { | |
| "epoch": 0.9481481481481482, | |
| "grad_norm": 0.1340980976819992, | |
| "learning_rate": 9.763875613614482e-05, | |
| "loss": 0.0763, | |
| "step": 24 | |
| }, | |
| { | |
| "epoch": 0.9876543209876543, | |
| "grad_norm": 0.10518315434455872, | |
| "learning_rate": 9.719416651541839e-05, | |
| "loss": 0.0755, | |
| "step": 25 | |
| }, | |
| { | |
| "epoch": 1.0271604938271606, | |
| "grad_norm": 0.12475432455539703, | |
| "learning_rate": 9.671244701472999e-05, | |
| "loss": 0.1256, | |
| "step": 26 | |
| }, | |
| { | |
| "epoch": 1.0666666666666667, | |
| "grad_norm": 0.11695254594087601, | |
| "learning_rate": 9.619397662556435e-05, | |
| "loss": 0.0445, | |
| "step": 27 | |
| }, | |
| { | |
| "epoch": 1.106172839506173, | |
| "grad_norm": 0.12480654567480087, | |
| "learning_rate": 9.563916325306594e-05, | |
| "loss": 0.128, | |
| "step": 28 | |
| }, | |
| { | |
| "epoch": 1.145679012345679, | |
| "grad_norm": 0.12785404920578003, | |
| "learning_rate": 9.504844339512095e-05, | |
| "loss": 0.0767, | |
| "step": 29 | |
| }, | |
| { | |
| "epoch": 1.1851851851851851, | |
| "grad_norm": 0.10678201168775558, | |
| "learning_rate": 9.442228179894362e-05, | |
| "loss": 0.0711, | |
| "step": 30 | |
| }, | |
| { | |
| "epoch": 1.1851851851851851, | |
| "eval_loss": 0.07176470756530762, | |
| "eval_runtime": 27.2, | |
| "eval_samples_per_second": 1.654, | |
| "eval_steps_per_second": 1.654, | |
| "step": 30 | |
| }, | |
| { | |
| "epoch": 1.2246913580246914, | |
| "grad_norm": 0.1065303161740303, | |
| "learning_rate": 9.376117109543769e-05, | |
| "loss": 0.0608, | |
| "step": 31 | |
| }, | |
| { | |
| "epoch": 1.2641975308641975, | |
| "grad_norm": 0.1353374719619751, | |
| "learning_rate": 9.306563141162046e-05, | |
| "loss": 0.1264, | |
| "step": 32 | |
| }, | |
| { | |
| "epoch": 1.3037037037037038, | |
| "grad_norm": 0.15059009194374084, | |
| "learning_rate": 9.233620996141421e-05, | |
| "loss": 0.0983, | |
| "step": 33 | |
| }, | |
| { | |
| "epoch": 1.34320987654321, | |
| "grad_norm": 0.09791392087936401, | |
| "learning_rate": 9.157348061512727e-05, | |
| "loss": 0.043, | |
| "step": 34 | |
| }, | |
| { | |
| "epoch": 1.382716049382716, | |
| "grad_norm": 0.07634565234184265, | |
| "learning_rate": 9.077804344796302e-05, | |
| "loss": 0.0239, | |
| "step": 35 | |
| }, | |
| { | |
| "epoch": 1.4222222222222223, | |
| "grad_norm": 0.1318335384130478, | |
| "learning_rate": 8.995052426791247e-05, | |
| "loss": 0.0744, | |
| "step": 36 | |
| }, | |
| { | |
| "epoch": 1.4617283950617284, | |
| "grad_norm": 0.11763341724872589, | |
| "learning_rate": 8.90915741234015e-05, | |
| "loss": 0.0717, | |
| "step": 37 | |
| }, | |
| { | |
| "epoch": 1.5012345679012347, | |
| "grad_norm": 0.10532534867525101, | |
| "learning_rate": 8.820186879108038e-05, | |
| "loss": 0.11, | |
| "step": 38 | |
| }, | |
| { | |
| "epoch": 1.5407407407407407, | |
| "grad_norm": 0.10531561821699142, | |
| "learning_rate": 8.728210824415827e-05, | |
| "loss": 0.0779, | |
| "step": 39 | |
| }, | |
| { | |
| "epoch": 1.5802469135802468, | |
| "grad_norm": 0.11543621122837067, | |
| "learning_rate": 8.633301610170135e-05, | |
| "loss": 0.0673, | |
| "step": 40 | |
| }, | |
| { | |
| "epoch": 1.5802469135802468, | |
| "eval_loss": 0.0690891444683075, | |
| "eval_runtime": 27.2617, | |
| "eval_samples_per_second": 1.651, | |
| "eval_steps_per_second": 1.651, | |
| "step": 40 | |
| }, | |
| { | |
| "epoch": 1.6197530864197531, | |
| "grad_norm": 0.09605727344751358, | |
| "learning_rate": 8.535533905932738e-05, | |
| "loss": 0.0361, | |
| "step": 41 | |
| }, | |
| { | |
| "epoch": 1.6592592592592592, | |
| "grad_norm": 0.11827694624662399, | |
| "learning_rate": 8.434984630174509e-05, | |
| "loss": 0.0544, | |
| "step": 42 | |
| }, | |
| { | |
| "epoch": 1.6987654320987655, | |
| "grad_norm": 0.12034864723682404, | |
| "learning_rate": 8.33173288976002e-05, | |
| "loss": 0.0648, | |
| "step": 43 | |
| }, | |
| { | |
| "epoch": 1.7382716049382716, | |
| "grad_norm": 0.10558971017599106, | |
| "learning_rate": 8.225859917710439e-05, | |
| "loss": 0.1063, | |
| "step": 44 | |
| }, | |
| { | |
| "epoch": 1.7777777777777777, | |
| "grad_norm": 0.0954003781080246, | |
| "learning_rate": 8.117449009293668e-05, | |
| "loss": 0.0627, | |
| "step": 45 | |
| }, | |
| { | |
| "epoch": 1.817283950617284, | |
| "grad_norm": 0.10051645338535309, | |
| "learning_rate": 8.006585456492029e-05, | |
| "loss": 0.0593, | |
| "step": 46 | |
| }, | |
| { | |
| "epoch": 1.8567901234567903, | |
| "grad_norm": 0.0920804888010025, | |
| "learning_rate": 7.89335648089903e-05, | |
| "loss": 0.0605, | |
| "step": 47 | |
| }, | |
| { | |
| "epoch": 1.8962962962962964, | |
| "grad_norm": 0.0942024290561676, | |
| "learning_rate": 7.777851165098012e-05, | |
| "loss": 0.0332, | |
| "step": 48 | |
| }, | |
| { | |
| "epoch": 1.9358024691358025, | |
| "grad_norm": 0.10574479401111603, | |
| "learning_rate": 7.660160382576683e-05, | |
| "loss": 0.0958, | |
| "step": 49 | |
| }, | |
| { | |
| "epoch": 1.9753086419753085, | |
| "grad_norm": 0.08927994221448898, | |
| "learning_rate": 7.540376726232648e-05, | |
| "loss": 0.0318, | |
| "step": 50 | |
| }, | |
| { | |
| "epoch": 1.9753086419753085, | |
| "eval_loss": 0.06623717397451401, | |
| "eval_runtime": 27.1936, | |
| "eval_samples_per_second": 1.655, | |
| "eval_steps_per_second": 1.655, | |
| "step": 50 | |
| }, | |
| { | |
| "epoch": 2.0148148148148146, | |
| "grad_norm": 0.08903991430997849, | |
| "learning_rate": 7.4185944355262e-05, | |
| "loss": 0.0564, | |
| "step": 51 | |
| }, | |
| { | |
| "epoch": 2.054320987654321, | |
| "grad_norm": 0.10171347111463547, | |
| "learning_rate": 7.294909322337689e-05, | |
| "loss": 0.0627, | |
| "step": 52 | |
| }, | |
| { | |
| "epoch": 2.093827160493827, | |
| "grad_norm": 0.0922081395983696, | |
| "learning_rate": 7.169418695587791e-05, | |
| "loss": 0.0726, | |
| "step": 53 | |
| }, | |
| { | |
| "epoch": 2.1333333333333333, | |
| "grad_norm": 0.09607277810573578, | |
| "learning_rate": 7.042221284679982e-05, | |
| "loss": 0.0399, | |
| "step": 54 | |
| }, | |
| { | |
| "epoch": 2.1728395061728394, | |
| "grad_norm": 0.10428012162446976, | |
| "learning_rate": 6.91341716182545e-05, | |
| "loss": 0.0874, | |
| "step": 55 | |
| }, | |
| { | |
| "epoch": 2.212345679012346, | |
| "grad_norm": 0.10639767348766327, | |
| "learning_rate": 6.783107663311565e-05, | |
| "loss": 0.104, | |
| "step": 56 | |
| }, | |
| { | |
| "epoch": 2.251851851851852, | |
| "grad_norm": 0.11205949634313583, | |
| "learning_rate": 6.651395309775837e-05, | |
| "loss": 0.0819, | |
| "step": 57 | |
| }, | |
| { | |
| "epoch": 2.291358024691358, | |
| "grad_norm": 0.08390183746814728, | |
| "learning_rate": 6.518383725548074e-05, | |
| "loss": 0.0413, | |
| "step": 58 | |
| }, | |
| { | |
| "epoch": 2.330864197530864, | |
| "grad_norm": 0.13168811798095703, | |
| "learning_rate": 6.384177557124247e-05, | |
| "loss": 0.0746, | |
| "step": 59 | |
| }, | |
| { | |
| "epoch": 2.3703703703703702, | |
| "grad_norm": 0.1032516360282898, | |
| "learning_rate": 6.248882390836135e-05, | |
| "loss": 0.0346, | |
| "step": 60 | |
| }, | |
| { | |
| "epoch": 2.3703703703703702, | |
| "eval_loss": 0.0659543052315712, | |
| "eval_runtime": 27.2054, | |
| "eval_samples_per_second": 1.654, | |
| "eval_steps_per_second": 1.654, | |
| "step": 60 | |
| }, | |
| { | |
| "epoch": 2.4098765432098768, | |
| "grad_norm": 0.10528004914522171, | |
| "learning_rate": 6.112604669781572e-05, | |
| "loss": 0.022, | |
| "step": 61 | |
| }, | |
| { | |
| "epoch": 2.449382716049383, | |
| "grad_norm": 0.09649871289730072, | |
| "learning_rate": 5.9754516100806423e-05, | |
| "loss": 0.0666, | |
| "step": 62 | |
| }, | |
| { | |
| "epoch": 2.488888888888889, | |
| "grad_norm": 0.09208326041698456, | |
| "learning_rate": 5.837531116523682e-05, | |
| "loss": 0.0323, | |
| "step": 63 | |
| }, | |
| { | |
| "epoch": 2.528395061728395, | |
| "grad_norm": 0.08293309807777405, | |
| "learning_rate": 5.698951697677498e-05, | |
| "loss": 0.0383, | |
| "step": 64 | |
| }, | |
| { | |
| "epoch": 2.567901234567901, | |
| "grad_norm": 0.13862887024879456, | |
| "learning_rate": 5.559822380516539e-05, | |
| "loss": 0.0777, | |
| "step": 65 | |
| }, | |
| { | |
| "epoch": 2.6074074074074076, | |
| "grad_norm": 0.10759341716766357, | |
| "learning_rate": 5.420252624646238e-05, | |
| "loss": 0.0472, | |
| "step": 66 | |
| }, | |
| { | |
| "epoch": 2.6469135802469137, | |
| "grad_norm": 0.10398441553115845, | |
| "learning_rate": 5.2803522361859594e-05, | |
| "loss": 0.0435, | |
| "step": 67 | |
| }, | |
| { | |
| "epoch": 2.68641975308642, | |
| "grad_norm": 0.11334691196680069, | |
| "learning_rate": 5.140231281379345e-05, | |
| "loss": 0.0749, | |
| "step": 68 | |
| }, | |
| { | |
| "epoch": 2.725925925925926, | |
| "grad_norm": 0.1214270070195198, | |
| "learning_rate": 5e-05, | |
| "loss": 0.065, | |
| "step": 69 | |
| }, | |
| { | |
| "epoch": 2.765432098765432, | |
| "grad_norm": 0.11811845749616623, | |
| "learning_rate": 4.859768718620656e-05, | |
| "loss": 0.0679, | |
| "step": 70 | |
| }, | |
| { | |
| "epoch": 2.765432098765432, | |
| "eval_loss": 0.06459692120552063, | |
| "eval_runtime": 27.1664, | |
| "eval_samples_per_second": 1.656, | |
| "eval_steps_per_second": 1.656, | |
| "step": 70 | |
| }, | |
| { | |
| "epoch": 2.8049382716049385, | |
| "grad_norm": 0.08990655839443207, | |
| "learning_rate": 4.7196477638140404e-05, | |
| "loss": 0.0471, | |
| "step": 71 | |
| }, | |
| { | |
| "epoch": 2.8444444444444446, | |
| "grad_norm": 0.12020352482795715, | |
| "learning_rate": 4.579747375353763e-05, | |
| "loss": 0.1022, | |
| "step": 72 | |
| }, | |
| { | |
| "epoch": 2.8839506172839506, | |
| "grad_norm": 0.12341848015785217, | |
| "learning_rate": 4.4401776194834613e-05, | |
| "loss": 0.0763, | |
| "step": 73 | |
| }, | |
| { | |
| "epoch": 2.9234567901234567, | |
| "grad_norm": 0.09683777391910553, | |
| "learning_rate": 4.3010483023225045e-05, | |
| "loss": 0.0452, | |
| "step": 74 | |
| }, | |
| { | |
| "epoch": 2.962962962962963, | |
| "grad_norm": 0.13689376413822174, | |
| "learning_rate": 4.162468883476319e-05, | |
| "loss": 0.0362, | |
| "step": 75 | |
| }, | |
| { | |
| "epoch": 3.0024691358024693, | |
| "grad_norm": 0.10987269878387451, | |
| "learning_rate": 4.0245483899193595e-05, | |
| "loss": 0.0565, | |
| "step": 76 | |
| }, | |
| { | |
| "epoch": 3.0419753086419754, | |
| "grad_norm": 0.10716680437326431, | |
| "learning_rate": 3.887395330218429e-05, | |
| "loss": 0.0825, | |
| "step": 77 | |
| }, | |
| { | |
| "epoch": 3.0814814814814815, | |
| "grad_norm": 0.1275666505098343, | |
| "learning_rate": 3.7511176091638653e-05, | |
| "loss": 0.1033, | |
| "step": 78 | |
| }, | |
| { | |
| "epoch": 3.1209876543209876, | |
| "grad_norm": 0.0692337155342102, | |
| "learning_rate": 3.6158224428757535e-05, | |
| "loss": 0.0249, | |
| "step": 79 | |
| }, | |
| { | |
| "epoch": 3.1604938271604937, | |
| "grad_norm": 0.11072943359613419, | |
| "learning_rate": 3.4816162744519263e-05, | |
| "loss": 0.0615, | |
| "step": 80 | |
| }, | |
| { | |
| "epoch": 3.1604938271604937, | |
| "eval_loss": 0.06450261175632477, | |
| "eval_runtime": 27.1666, | |
| "eval_samples_per_second": 1.656, | |
| "eval_steps_per_second": 1.656, | |
| "step": 80 | |
| }, | |
| { | |
| "epoch": 3.2, | |
| "grad_norm": 0.08019673079252243, | |
| "learning_rate": 3.3486046902241664e-05, | |
| "loss": 0.0373, | |
| "step": 81 | |
| }, | |
| { | |
| "epoch": 3.2395061728395063, | |
| "grad_norm": 0.09784046560525894, | |
| "learning_rate": 3.216892336688435e-05, | |
| "loss": 0.0195, | |
| "step": 82 | |
| }, | |
| { | |
| "epoch": 3.2790123456790123, | |
| "grad_norm": 0.09976182132959366, | |
| "learning_rate": 3.086582838174551e-05, | |
| "loss": 0.0491, | |
| "step": 83 | |
| }, | |
| { | |
| "epoch": 3.3185185185185184, | |
| "grad_norm": 0.13197565078735352, | |
| "learning_rate": 2.9577787153200197e-05, | |
| "loss": 0.0546, | |
| "step": 84 | |
| }, | |
| { | |
| "epoch": 3.3580246913580245, | |
| "grad_norm": 0.10719714313745499, | |
| "learning_rate": 2.8305813044122097e-05, | |
| "loss": 0.0439, | |
| "step": 85 | |
| }, | |
| { | |
| "epoch": 3.397530864197531, | |
| "grad_norm": 0.11504990607500076, | |
| "learning_rate": 2.705090677662311e-05, | |
| "loss": 0.0661, | |
| "step": 86 | |
| }, | |
| { | |
| "epoch": 3.437037037037037, | |
| "grad_norm": 0.09778556227684021, | |
| "learning_rate": 2.581405564473801e-05, | |
| "loss": 0.0301, | |
| "step": 87 | |
| }, | |
| { | |
| "epoch": 3.476543209876543, | |
| "grad_norm": 0.11764923483133316, | |
| "learning_rate": 2.459623273767354e-05, | |
| "loss": 0.0513, | |
| "step": 88 | |
| }, | |
| { | |
| "epoch": 3.5160493827160493, | |
| "grad_norm": 0.12408162653446198, | |
| "learning_rate": 2.3398396174233178e-05, | |
| "loss": 0.0696, | |
| "step": 89 | |
| }, | |
| { | |
| "epoch": 3.5555555555555554, | |
| "grad_norm": 0.0944032147526741, | |
| "learning_rate": 2.2221488349019903e-05, | |
| "loss": 0.0273, | |
| "step": 90 | |
| }, | |
| { | |
| "epoch": 3.5555555555555554, | |
| "eval_loss": 0.06481973826885223, | |
| "eval_runtime": 27.0886, | |
| "eval_samples_per_second": 1.661, | |
| "eval_steps_per_second": 1.661, | |
| "step": 90 | |
| }, | |
| { | |
| "epoch": 3.595061728395062, | |
| "grad_norm": 0.11824071407318115, | |
| "learning_rate": 2.1066435191009715e-05, | |
| "loss": 0.0532, | |
| "step": 91 | |
| }, | |
| { | |
| "epoch": 3.634567901234568, | |
| "grad_norm": 0.10296020656824112, | |
| "learning_rate": 1.9934145435079702e-05, | |
| "loss": 0.0479, | |
| "step": 92 | |
| }, | |
| { | |
| "epoch": 3.674074074074074, | |
| "grad_norm": 0.10138469189405441, | |
| "learning_rate": 1.8825509907063327e-05, | |
| "loss": 0.043, | |
| "step": 93 | |
| }, | |
| { | |
| "epoch": 3.71358024691358, | |
| "grad_norm": 0.12097378075122833, | |
| "learning_rate": 1.774140082289563e-05, | |
| "loss": 0.0486, | |
| "step": 94 | |
| }, | |
| { | |
| "epoch": 3.753086419753086, | |
| "grad_norm": 0.11933062970638275, | |
| "learning_rate": 1.6682671102399805e-05, | |
| "loss": 0.059, | |
| "step": 95 | |
| }, | |
| { | |
| "epoch": 3.7925925925925927, | |
| "grad_norm": 0.12843367457389832, | |
| "learning_rate": 1.5650153698254916e-05, | |
| "loss": 0.0713, | |
| "step": 96 | |
| }, | |
| { | |
| "epoch": 3.832098765432099, | |
| "grad_norm": 0.1417313516139984, | |
| "learning_rate": 1.4644660940672627e-05, | |
| "loss": 0.0346, | |
| "step": 97 | |
| }, | |
| { | |
| "epoch": 3.871604938271605, | |
| "grad_norm": 0.11246208846569061, | |
| "learning_rate": 1.3666983898298657e-05, | |
| "loss": 0.0534, | |
| "step": 98 | |
| }, | |
| { | |
| "epoch": 3.911111111111111, | |
| "grad_norm": 0.1363964080810547, | |
| "learning_rate": 1.2717891755841722e-05, | |
| "loss": 0.0711, | |
| "step": 99 | |
| }, | |
| { | |
| "epoch": 3.950617283950617, | |
| "grad_norm": 0.11797533929347992, | |
| "learning_rate": 1.1798131208919627e-05, | |
| "loss": 0.0525, | |
| "step": 100 | |
| }, | |
| { | |
| "epoch": 3.950617283950617, | |
| "eval_loss": 0.06453817337751389, | |
| "eval_runtime": 26.7776, | |
| "eval_samples_per_second": 1.681, | |
| "eval_steps_per_second": 1.681, | |
| "step": 100 | |
| }, | |
| { | |
| "epoch": 3.9901234567901236, | |
| "grad_norm": 0.11173367500305176, | |
| "learning_rate": 1.090842587659851e-05, | |
| "loss": 0.0528, | |
| "step": 101 | |
| }, | |
| { | |
| "epoch": 4.029629629629629, | |
| "grad_norm": 0.11435423046350479, | |
| "learning_rate": 1.004947573208756e-05, | |
| "loss": 0.0462, | |
| "step": 102 | |
| }, | |
| { | |
| "epoch": 4.069135802469136, | |
| "grad_norm": 0.11185265332460403, | |
| "learning_rate": 9.221956552036992e-06, | |
| "loss": 0.0351, | |
| "step": 103 | |
| }, | |
| { | |
| "epoch": 4.108641975308642, | |
| "grad_norm": 0.10466836392879486, | |
| "learning_rate": 8.426519384872733e-06, | |
| "loss": 0.0287, | |
| "step": 104 | |
| }, | |
| { | |
| "epoch": 4.148148148148148, | |
| "grad_norm": 0.1452421396970749, | |
| "learning_rate": 7.663790038585793e-06, | |
| "loss": 0.1038, | |
| "step": 105 | |
| }, | |
| { | |
| "epoch": 4.187654320987654, | |
| "grad_norm": 0.10910621285438538, | |
| "learning_rate": 6.934368588379553e-06, | |
| "loss": 0.0295, | |
| "step": 106 | |
| }, | |
| { | |
| "epoch": 4.22716049382716, | |
| "grad_norm": 0.1269616335630417, | |
| "learning_rate": 6.238828904562316e-06, | |
| "loss": 0.0765, | |
| "step": 107 | |
| }, | |
| { | |
| "epoch": 4.266666666666667, | |
| "grad_norm": 0.10941986739635468, | |
| "learning_rate": 5.577718201056392e-06, | |
| "loss": 0.0351, | |
| "step": 108 | |
| }, | |
| { | |
| "epoch": 4.306172839506173, | |
| "grad_norm": 0.11885248869657516, | |
| "learning_rate": 4.951556604879048e-06, | |
| "loss": 0.0527, | |
| "step": 109 | |
| }, | |
| { | |
| "epoch": 4.345679012345679, | |
| "grad_norm": 0.10920115560293198, | |
| "learning_rate": 4.360836746934055e-06, | |
| "loss": 0.0478, | |
| "step": 110 | |
| }, | |
| { | |
| "epoch": 4.345679012345679, | |
| "eval_loss": 0.06480655819177628, | |
| "eval_runtime": 27.1916, | |
| "eval_samples_per_second": 1.655, | |
| "eval_steps_per_second": 1.655, | |
| "step": 110 | |
| }, | |
| { | |
| "epoch": 4.385185185185185, | |
| "grad_norm": 0.11402563005685806, | |
| "learning_rate": 3.8060233744356633e-06, | |
| "loss": 0.0343, | |
| "step": 111 | |
| }, | |
| { | |
| "epoch": 4.424691358024692, | |
| "grad_norm": 0.09165304154157639, | |
| "learning_rate": 3.2875529852700147e-06, | |
| "loss": 0.0227, | |
| "step": 112 | |
| }, | |
| { | |
| "epoch": 4.4641975308641975, | |
| "grad_norm": 0.08466549962759018, | |
| "learning_rate": 2.8058334845816213e-06, | |
| "loss": 0.016, | |
| "step": 113 | |
| }, | |
| { | |
| "epoch": 4.503703703703704, | |
| "grad_norm": 0.12965551018714905, | |
| "learning_rate": 2.361243863855184e-06, | |
| "loss": 0.0608, | |
| "step": 114 | |
| }, | |
| { | |
| "epoch": 4.54320987654321, | |
| "grad_norm": 0.07232734560966492, | |
| "learning_rate": 1.9541339027450256e-06, | |
| "loss": 0.0064, | |
| "step": 115 | |
| }, | |
| { | |
| "epoch": 4.582716049382716, | |
| "grad_norm": 0.08795677125453949, | |
| "learning_rate": 1.584823893886933e-06, | |
| "loss": 0.0221, | |
| "step": 116 | |
| }, | |
| { | |
| "epoch": 4.622222222222222, | |
| "grad_norm": 0.1147284060716629, | |
| "learning_rate": 1.2536043909088191e-06, | |
| "loss": 0.0461, | |
| "step": 117 | |
| }, | |
| { | |
| "epoch": 4.661728395061728, | |
| "grad_norm": 0.12485811859369278, | |
| "learning_rate": 9.607359798384785e-07, | |
| "loss": 0.0484, | |
| "step": 118 | |
| }, | |
| { | |
| "epoch": 4.701234567901235, | |
| "grad_norm": 0.12227210402488708, | |
| "learning_rate": 7.064490740882057e-07, | |
| "loss": 0.0516, | |
| "step": 119 | |
| }, | |
| { | |
| "epoch": 4.7407407407407405, | |
| "grad_norm": 0.1415911614894867, | |
| "learning_rate": 4.909437331777179e-07, | |
| "loss": 0.0823, | |
| "step": 120 | |
| }, | |
| { | |
| "epoch": 4.7407407407407405, | |
| "eval_loss": 0.06499190628528595, | |
| "eval_runtime": 27.1786, | |
| "eval_samples_per_second": 1.656, | |
| "eval_steps_per_second": 1.656, | |
| "step": 120 | |
| }, | |
| { | |
| "epoch": 4.780246913580247, | |
| "grad_norm": 0.1001090332865715, | |
| "learning_rate": 3.143895053378698e-07, | |
| "loss": 0.0356, | |
| "step": 121 | |
| }, | |
| { | |
| "epoch": 4.8197530864197535, | |
| "grad_norm": 0.12507213652133942, | |
| "learning_rate": 1.7692529411904578e-07, | |
| "loss": 0.0599, | |
| "step": 122 | |
| }, | |
| { | |
| "epoch": 4.859259259259259, | |
| "grad_norm": 0.11626017093658447, | |
| "learning_rate": 7.865924910916977e-08, | |
| "loss": 0.0561, | |
| "step": 123 | |
| }, | |
| { | |
| "epoch": 4.898765432098766, | |
| "grad_norm": 0.12962499260902405, | |
| "learning_rate": 1.9668680847356735e-08, | |
| "loss": 0.0703, | |
| "step": 124 | |
| }, | |
| { | |
| "epoch": 4.938271604938271, | |
| "grad_norm": 0.11535727232694626, | |
| "learning_rate": 0.0, | |
| "loss": 0.0475, | |
| "step": 125 | |
| }, | |
| { | |
| "epoch": 4.938271604938271, | |
| "step": 125, | |
| "total_flos": 1.5370518671445197e+17, | |
| "train_loss": 0.07358206696808338, | |
| "train_runtime": 4396.8602, | |
| "train_samples_per_second": 0.461, | |
| "train_steps_per_second": 0.028 | |
| } | |
| ], | |
| "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": 1.5370518671445197e+17, | |
| "train_batch_size": 1, | |
| "trial_name": null, | |
| "trial_params": null | |
| } | |