| { | |
| "best_metric": 0.14555972814559937, | |
| "best_model_checkpoint": "saves/psy-course-info/MentaLLaMA-chat-7B/train/fold1/checkpoint-120", | |
| "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": 0.8831675052642822, | |
| "learning_rate": 7.692307692307694e-06, | |
| "loss": 0.9492, | |
| "step": 1 | |
| }, | |
| { | |
| "epoch": 0.07901234567901234, | |
| "grad_norm": 0.8380454778671265, | |
| "learning_rate": 1.5384615384615387e-05, | |
| "loss": 1.002, | |
| "step": 2 | |
| }, | |
| { | |
| "epoch": 0.11851851851851852, | |
| "grad_norm": 0.9136907458305359, | |
| "learning_rate": 2.307692307692308e-05, | |
| "loss": 1.071, | |
| "step": 3 | |
| }, | |
| { | |
| "epoch": 0.1580246913580247, | |
| "grad_norm": 0.9394763708114624, | |
| "learning_rate": 3.0769230769230774e-05, | |
| "loss": 1.1055, | |
| "step": 4 | |
| }, | |
| { | |
| "epoch": 0.19753086419753085, | |
| "grad_norm": 0.9565200805664062, | |
| "learning_rate": 3.846153846153846e-05, | |
| "loss": 1.1171, | |
| "step": 5 | |
| }, | |
| { | |
| "epoch": 0.23703703703703705, | |
| "grad_norm": 0.9917623996734619, | |
| "learning_rate": 4.615384615384616e-05, | |
| "loss": 1.0424, | |
| "step": 6 | |
| }, | |
| { | |
| "epoch": 0.2765432098765432, | |
| "grad_norm": 1.0711687803268433, | |
| "learning_rate": 5.384615384615385e-05, | |
| "loss": 0.9371, | |
| "step": 7 | |
| }, | |
| { | |
| "epoch": 0.3160493827160494, | |
| "grad_norm": 1.0785679817199707, | |
| "learning_rate": 6.153846153846155e-05, | |
| "loss": 0.9213, | |
| "step": 8 | |
| }, | |
| { | |
| "epoch": 0.35555555555555557, | |
| "grad_norm": 1.2583428621292114, | |
| "learning_rate": 6.923076923076924e-05, | |
| "loss": 0.9886, | |
| "step": 9 | |
| }, | |
| { | |
| "epoch": 0.3950617283950617, | |
| "grad_norm": 1.4162931442260742, | |
| "learning_rate": 7.692307692307693e-05, | |
| "loss": 0.7837, | |
| "step": 10 | |
| }, | |
| { | |
| "epoch": 0.3950617283950617, | |
| "eval_loss": 0.7542588114738464, | |
| "eval_runtime": 22.533, | |
| "eval_samples_per_second": 1.997, | |
| "eval_steps_per_second": 1.997, | |
| "step": 10 | |
| }, | |
| { | |
| "epoch": 0.4345679012345679, | |
| "grad_norm": 1.2629787921905518, | |
| "learning_rate": 8.461538461538461e-05, | |
| "loss": 0.6732, | |
| "step": 11 | |
| }, | |
| { | |
| "epoch": 0.4740740740740741, | |
| "grad_norm": 0.9119262099266052, | |
| "learning_rate": 9.230769230769232e-05, | |
| "loss": 0.6115, | |
| "step": 12 | |
| }, | |
| { | |
| "epoch": 0.5135802469135803, | |
| "grad_norm": 0.6693624258041382, | |
| "learning_rate": 0.0001, | |
| "loss": 0.5413, | |
| "step": 13 | |
| }, | |
| { | |
| "epoch": 0.5530864197530864, | |
| "grad_norm": 0.6868858337402344, | |
| "learning_rate": 9.998033131915266e-05, | |
| "loss": 0.4075, | |
| "step": 14 | |
| }, | |
| { | |
| "epoch": 0.5925925925925926, | |
| "grad_norm": 0.5335227251052856, | |
| "learning_rate": 9.992134075089084e-05, | |
| "loss": 0.347, | |
| "step": 15 | |
| }, | |
| { | |
| "epoch": 0.6320987654320988, | |
| "grad_norm": 0.586911678314209, | |
| "learning_rate": 9.982307470588098e-05, | |
| "loss": 0.4062, | |
| "step": 16 | |
| }, | |
| { | |
| "epoch": 0.671604938271605, | |
| "grad_norm": 0.5954338908195496, | |
| "learning_rate": 9.968561049466214e-05, | |
| "loss": 0.2423, | |
| "step": 17 | |
| }, | |
| { | |
| "epoch": 0.7111111111111111, | |
| "grad_norm": 0.4876900613307953, | |
| "learning_rate": 9.950905626682228e-05, | |
| "loss": 0.2523, | |
| "step": 18 | |
| }, | |
| { | |
| "epoch": 0.7506172839506173, | |
| "grad_norm": 0.44848746061325073, | |
| "learning_rate": 9.92935509259118e-05, | |
| "loss": 0.3278, | |
| "step": 19 | |
| }, | |
| { | |
| "epoch": 0.7901234567901234, | |
| "grad_norm": 0.46652474999427795, | |
| "learning_rate": 9.903926402016153e-05, | |
| "loss": 0.2931, | |
| "step": 20 | |
| }, | |
| { | |
| "epoch": 0.7901234567901234, | |
| "eval_loss": 0.2810686230659485, | |
| "eval_runtime": 22.4651, | |
| "eval_samples_per_second": 2.003, | |
| "eval_steps_per_second": 2.003, | |
| "step": 20 | |
| }, | |
| { | |
| "epoch": 0.8296296296296296, | |
| "grad_norm": 0.44894707202911377, | |
| "learning_rate": 9.874639560909117e-05, | |
| "loss": 0.2341, | |
| "step": 21 | |
| }, | |
| { | |
| "epoch": 0.8691358024691358, | |
| "grad_norm": 0.5279524922370911, | |
| "learning_rate": 9.841517610611309e-05, | |
| "loss": 0.253, | |
| "step": 22 | |
| }, | |
| { | |
| "epoch": 0.908641975308642, | |
| "grad_norm": 0.46272173523902893, | |
| "learning_rate": 9.804586609725499e-05, | |
| "loss": 0.1967, | |
| "step": 23 | |
| }, | |
| { | |
| "epoch": 0.9481481481481482, | |
| "grad_norm": 0.4724982678890228, | |
| "learning_rate": 9.763875613614482e-05, | |
| "loss": 0.2832, | |
| "step": 24 | |
| }, | |
| { | |
| "epoch": 0.9876543209876543, | |
| "grad_norm": 0.4622252583503723, | |
| "learning_rate": 9.719416651541839e-05, | |
| "loss": 0.2855, | |
| "step": 25 | |
| }, | |
| { | |
| "epoch": 1.0271604938271606, | |
| "grad_norm": 0.6512012481689453, | |
| "learning_rate": 9.671244701472999e-05, | |
| "loss": 0.3211, | |
| "step": 26 | |
| }, | |
| { | |
| "epoch": 1.0666666666666667, | |
| "grad_norm": 0.3514662981033325, | |
| "learning_rate": 9.619397662556435e-05, | |
| "loss": 0.2032, | |
| "step": 27 | |
| }, | |
| { | |
| "epoch": 1.106172839506173, | |
| "grad_norm": 0.41068628430366516, | |
| "learning_rate": 9.563916325306594e-05, | |
| "loss": 0.2985, | |
| "step": 28 | |
| }, | |
| { | |
| "epoch": 1.145679012345679, | |
| "grad_norm": 0.35777747631073, | |
| "learning_rate": 9.504844339512095e-05, | |
| "loss": 0.1901, | |
| "step": 29 | |
| }, | |
| { | |
| "epoch": 1.1851851851851851, | |
| "grad_norm": 0.3695032298564911, | |
| "learning_rate": 9.442228179894362e-05, | |
| "loss": 0.1974, | |
| "step": 30 | |
| }, | |
| { | |
| "epoch": 1.1851851851851851, | |
| "eval_loss": 0.2092229425907135, | |
| "eval_runtime": 22.4878, | |
| "eval_samples_per_second": 2.001, | |
| "eval_steps_per_second": 2.001, | |
| "step": 30 | |
| }, | |
| { | |
| "epoch": 1.2246913580246914, | |
| "grad_norm": 0.36013153195381165, | |
| "learning_rate": 9.376117109543769e-05, | |
| "loss": 0.1991, | |
| "step": 31 | |
| }, | |
| { | |
| "epoch": 1.2641975308641975, | |
| "grad_norm": 0.3780241906642914, | |
| "learning_rate": 9.306563141162046e-05, | |
| "loss": 0.2061, | |
| "step": 32 | |
| }, | |
| { | |
| "epoch": 1.3037037037037038, | |
| "grad_norm": 0.38102811574935913, | |
| "learning_rate": 9.233620996141421e-05, | |
| "loss": 0.203, | |
| "step": 33 | |
| }, | |
| { | |
| "epoch": 1.34320987654321, | |
| "grad_norm": 0.35677415132522583, | |
| "learning_rate": 9.157348061512727e-05, | |
| "loss": 0.1553, | |
| "step": 34 | |
| }, | |
| { | |
| "epoch": 1.382716049382716, | |
| "grad_norm": 0.3739641606807709, | |
| "learning_rate": 9.077804344796302e-05, | |
| "loss": 0.2012, | |
| "step": 35 | |
| }, | |
| { | |
| "epoch": 1.4222222222222223, | |
| "grad_norm": 0.383306086063385, | |
| "learning_rate": 8.995052426791247e-05, | |
| "loss": 0.1661, | |
| "step": 36 | |
| }, | |
| { | |
| "epoch": 1.4617283950617284, | |
| "grad_norm": 0.26645469665527344, | |
| "learning_rate": 8.90915741234015e-05, | |
| "loss": 0.1218, | |
| "step": 37 | |
| }, | |
| { | |
| "epoch": 1.5012345679012347, | |
| "grad_norm": 0.2891363799571991, | |
| "learning_rate": 8.820186879108038e-05, | |
| "loss": 0.1414, | |
| "step": 38 | |
| }, | |
| { | |
| "epoch": 1.5407407407407407, | |
| "grad_norm": 0.3711816370487213, | |
| "learning_rate": 8.728210824415827e-05, | |
| "loss": 0.1725, | |
| "step": 39 | |
| }, | |
| { | |
| "epoch": 1.5802469135802468, | |
| "grad_norm": 0.3484783172607422, | |
| "learning_rate": 8.633301610170135e-05, | |
| "loss": 0.144, | |
| "step": 40 | |
| }, | |
| { | |
| "epoch": 1.5802469135802468, | |
| "eval_loss": 0.1874631941318512, | |
| "eval_runtime": 22.5244, | |
| "eval_samples_per_second": 1.998, | |
| "eval_steps_per_second": 1.998, | |
| "step": 40 | |
| }, | |
| { | |
| "epoch": 1.6197530864197531, | |
| "grad_norm": 0.36839693784713745, | |
| "learning_rate": 8.535533905932738e-05, | |
| "loss": 0.1841, | |
| "step": 41 | |
| }, | |
| { | |
| "epoch": 1.6592592592592592, | |
| "grad_norm": 0.564883291721344, | |
| "learning_rate": 8.434984630174509e-05, | |
| "loss": 0.1598, | |
| "step": 42 | |
| }, | |
| { | |
| "epoch": 1.6987654320987655, | |
| "grad_norm": 0.29378893971443176, | |
| "learning_rate": 8.33173288976002e-05, | |
| "loss": 0.1499, | |
| "step": 43 | |
| }, | |
| { | |
| "epoch": 1.7382716049382716, | |
| "grad_norm": 0.35966038703918457, | |
| "learning_rate": 8.225859917710439e-05, | |
| "loss": 0.1356, | |
| "step": 44 | |
| }, | |
| { | |
| "epoch": 1.7777777777777777, | |
| "grad_norm": 0.43347644805908203, | |
| "learning_rate": 8.117449009293668e-05, | |
| "loss": 0.2259, | |
| "step": 45 | |
| }, | |
| { | |
| "epoch": 1.817283950617284, | |
| "grad_norm": 0.343942791223526, | |
| "learning_rate": 8.006585456492029e-05, | |
| "loss": 0.157, | |
| "step": 46 | |
| }, | |
| { | |
| "epoch": 1.8567901234567903, | |
| "grad_norm": 0.430485337972641, | |
| "learning_rate": 7.89335648089903e-05, | |
| "loss": 0.1731, | |
| "step": 47 | |
| }, | |
| { | |
| "epoch": 1.8962962962962964, | |
| "grad_norm": 0.2836102247238159, | |
| "learning_rate": 7.777851165098012e-05, | |
| "loss": 0.1294, | |
| "step": 48 | |
| }, | |
| { | |
| "epoch": 1.9358024691358025, | |
| "grad_norm": 0.43477100133895874, | |
| "learning_rate": 7.660160382576683e-05, | |
| "loss": 0.2119, | |
| "step": 49 | |
| }, | |
| { | |
| "epoch": 1.9753086419753085, | |
| "grad_norm": 0.3841744363307953, | |
| "learning_rate": 7.540376726232648e-05, | |
| "loss": 0.1558, | |
| "step": 50 | |
| }, | |
| { | |
| "epoch": 1.9753086419753085, | |
| "eval_loss": 0.17156915366649628, | |
| "eval_runtime": 22.5056, | |
| "eval_samples_per_second": 2.0, | |
| "eval_steps_per_second": 2.0, | |
| "step": 50 | |
| }, | |
| { | |
| "epoch": 2.0148148148148146, | |
| "grad_norm": 0.7081446051597595, | |
| "learning_rate": 7.4185944355262e-05, | |
| "loss": 0.2625, | |
| "step": 51 | |
| }, | |
| { | |
| "epoch": 2.054320987654321, | |
| "grad_norm": 0.33255016803741455, | |
| "learning_rate": 7.294909322337689e-05, | |
| "loss": 0.1106, | |
| "step": 52 | |
| }, | |
| { | |
| "epoch": 2.093827160493827, | |
| "grad_norm": 0.2924251854419708, | |
| "learning_rate": 7.169418695587791e-05, | |
| "loss": 0.1197, | |
| "step": 53 | |
| }, | |
| { | |
| "epoch": 2.1333333333333333, | |
| "grad_norm": 0.30840620398521423, | |
| "learning_rate": 7.042221284679982e-05, | |
| "loss": 0.1626, | |
| "step": 54 | |
| }, | |
| { | |
| "epoch": 2.1728395061728394, | |
| "grad_norm": 0.33414316177368164, | |
| "learning_rate": 6.91341716182545e-05, | |
| "loss": 0.1342, | |
| "step": 55 | |
| }, | |
| { | |
| "epoch": 2.212345679012346, | |
| "grad_norm": 0.4599325358867645, | |
| "learning_rate": 6.783107663311565e-05, | |
| "loss": 0.1537, | |
| "step": 56 | |
| }, | |
| { | |
| "epoch": 2.251851851851852, | |
| "grad_norm": 0.31713733077049255, | |
| "learning_rate": 6.651395309775837e-05, | |
| "loss": 0.1264, | |
| "step": 57 | |
| }, | |
| { | |
| "epoch": 2.291358024691358, | |
| "grad_norm": 0.3231431543827057, | |
| "learning_rate": 6.518383725548074e-05, | |
| "loss": 0.1229, | |
| "step": 58 | |
| }, | |
| { | |
| "epoch": 2.330864197530864, | |
| "grad_norm": 0.34301650524139404, | |
| "learning_rate": 6.384177557124247e-05, | |
| "loss": 0.1136, | |
| "step": 59 | |
| }, | |
| { | |
| "epoch": 2.3703703703703702, | |
| "grad_norm": 0.29565224051475525, | |
| "learning_rate": 6.248882390836135e-05, | |
| "loss": 0.0987, | |
| "step": 60 | |
| }, | |
| { | |
| "epoch": 2.3703703703703702, | |
| "eval_loss": 0.1600760817527771, | |
| "eval_runtime": 22.4268, | |
| "eval_samples_per_second": 2.007, | |
| "eval_steps_per_second": 2.007, | |
| "step": 60 | |
| }, | |
| { | |
| "epoch": 2.4098765432098768, | |
| "grad_norm": 0.28324073553085327, | |
| "learning_rate": 6.112604669781572e-05, | |
| "loss": 0.1161, | |
| "step": 61 | |
| }, | |
| { | |
| "epoch": 2.449382716049383, | |
| "grad_norm": 0.507408857345581, | |
| "learning_rate": 5.9754516100806423e-05, | |
| "loss": 0.1828, | |
| "step": 62 | |
| }, | |
| { | |
| "epoch": 2.488888888888889, | |
| "grad_norm": 0.29785823822021484, | |
| "learning_rate": 5.837531116523682e-05, | |
| "loss": 0.1433, | |
| "step": 63 | |
| }, | |
| { | |
| "epoch": 2.528395061728395, | |
| "grad_norm": 0.3387358486652374, | |
| "learning_rate": 5.698951697677498e-05, | |
| "loss": 0.1724, | |
| "step": 64 | |
| }, | |
| { | |
| "epoch": 2.567901234567901, | |
| "grad_norm": 0.4336045980453491, | |
| "learning_rate": 5.559822380516539e-05, | |
| "loss": 0.1229, | |
| "step": 65 | |
| }, | |
| { | |
| "epoch": 2.6074074074074076, | |
| "grad_norm": 0.31423696875572205, | |
| "learning_rate": 5.420252624646238e-05, | |
| "loss": 0.1181, | |
| "step": 66 | |
| }, | |
| { | |
| "epoch": 2.6469135802469137, | |
| "grad_norm": 0.3084644675254822, | |
| "learning_rate": 5.2803522361859594e-05, | |
| "loss": 0.1191, | |
| "step": 67 | |
| }, | |
| { | |
| "epoch": 2.68641975308642, | |
| "grad_norm": 0.31573107838630676, | |
| "learning_rate": 5.140231281379345e-05, | |
| "loss": 0.1013, | |
| "step": 68 | |
| }, | |
| { | |
| "epoch": 2.725925925925926, | |
| "grad_norm": 0.3134782910346985, | |
| "learning_rate": 5e-05, | |
| "loss": 0.0987, | |
| "step": 69 | |
| }, | |
| { | |
| "epoch": 2.765432098765432, | |
| "grad_norm": 0.37504109740257263, | |
| "learning_rate": 4.859768718620656e-05, | |
| "loss": 0.1066, | |
| "step": 70 | |
| }, | |
| { | |
| "epoch": 2.765432098765432, | |
| "eval_loss": 0.15221436321735382, | |
| "eval_runtime": 22.4172, | |
| "eval_samples_per_second": 2.007, | |
| "eval_steps_per_second": 2.007, | |
| "step": 70 | |
| }, | |
| { | |
| "epoch": 2.8049382716049385, | |
| "grad_norm": 0.30067524313926697, | |
| "learning_rate": 4.7196477638140404e-05, | |
| "loss": 0.0965, | |
| "step": 71 | |
| }, | |
| { | |
| "epoch": 2.8444444444444446, | |
| "grad_norm": 0.40663811564445496, | |
| "learning_rate": 4.579747375353763e-05, | |
| "loss": 0.1518, | |
| "step": 72 | |
| }, | |
| { | |
| "epoch": 2.8839506172839506, | |
| "grad_norm": 0.5172812938690186, | |
| "learning_rate": 4.4401776194834613e-05, | |
| "loss": 0.1678, | |
| "step": 73 | |
| }, | |
| { | |
| "epoch": 2.9234567901234567, | |
| "grad_norm": 0.3032599687576294, | |
| "learning_rate": 4.3010483023225045e-05, | |
| "loss": 0.1033, | |
| "step": 74 | |
| }, | |
| { | |
| "epoch": 2.962962962962963, | |
| "grad_norm": 0.4573477506637573, | |
| "learning_rate": 4.162468883476319e-05, | |
| "loss": 0.1493, | |
| "step": 75 | |
| }, | |
| { | |
| "epoch": 3.0024691358024693, | |
| "grad_norm": 0.6785665154457092, | |
| "learning_rate": 4.0245483899193595e-05, | |
| "loss": 0.2777, | |
| "step": 76 | |
| }, | |
| { | |
| "epoch": 3.0419753086419754, | |
| "grad_norm": 0.2837696969509125, | |
| "learning_rate": 3.887395330218429e-05, | |
| "loss": 0.0958, | |
| "step": 77 | |
| }, | |
| { | |
| "epoch": 3.0814814814814815, | |
| "grad_norm": 0.3821134865283966, | |
| "learning_rate": 3.7511176091638653e-05, | |
| "loss": 0.104, | |
| "step": 78 | |
| }, | |
| { | |
| "epoch": 3.1209876543209876, | |
| "grad_norm": 0.3729143440723419, | |
| "learning_rate": 3.6158224428757535e-05, | |
| "loss": 0.131, | |
| "step": 79 | |
| }, | |
| { | |
| "epoch": 3.1604938271604937, | |
| "grad_norm": 0.2934877574443817, | |
| "learning_rate": 3.4816162744519263e-05, | |
| "loss": 0.0932, | |
| "step": 80 | |
| }, | |
| { | |
| "epoch": 3.1604938271604937, | |
| "eval_loss": 0.1546574831008911, | |
| "eval_runtime": 22.4487, | |
| "eval_samples_per_second": 2.005, | |
| "eval_steps_per_second": 2.005, | |
| "step": 80 | |
| }, | |
| { | |
| "epoch": 3.2, | |
| "grad_norm": 0.3151495158672333, | |
| "learning_rate": 3.3486046902241664e-05, | |
| "loss": 0.0958, | |
| "step": 81 | |
| }, | |
| { | |
| "epoch": 3.2395061728395063, | |
| "grad_norm": 0.37021705508232117, | |
| "learning_rate": 3.216892336688435e-05, | |
| "loss": 0.0959, | |
| "step": 82 | |
| }, | |
| { | |
| "epoch": 3.2790123456790123, | |
| "grad_norm": 0.361158162355423, | |
| "learning_rate": 3.086582838174551e-05, | |
| "loss": 0.1014, | |
| "step": 83 | |
| }, | |
| { | |
| "epoch": 3.3185185185185184, | |
| "grad_norm": 0.40403109788894653, | |
| "learning_rate": 2.9577787153200197e-05, | |
| "loss": 0.1139, | |
| "step": 84 | |
| }, | |
| { | |
| "epoch": 3.3580246913580245, | |
| "grad_norm": 0.31589552760124207, | |
| "learning_rate": 2.8305813044122097e-05, | |
| "loss": 0.1066, | |
| "step": 85 | |
| }, | |
| { | |
| "epoch": 3.397530864197531, | |
| "grad_norm": 0.3179355561733246, | |
| "learning_rate": 2.705090677662311e-05, | |
| "loss": 0.108, | |
| "step": 86 | |
| }, | |
| { | |
| "epoch": 3.437037037037037, | |
| "grad_norm": 0.376476526260376, | |
| "learning_rate": 2.581405564473801e-05, | |
| "loss": 0.1205, | |
| "step": 87 | |
| }, | |
| { | |
| "epoch": 3.476543209876543, | |
| "grad_norm": 0.33170247077941895, | |
| "learning_rate": 2.459623273767354e-05, | |
| "loss": 0.1064, | |
| "step": 88 | |
| }, | |
| { | |
| "epoch": 3.5160493827160493, | |
| "grad_norm": 0.3528650999069214, | |
| "learning_rate": 2.3398396174233178e-05, | |
| "loss": 0.1362, | |
| "step": 89 | |
| }, | |
| { | |
| "epoch": 3.5555555555555554, | |
| "grad_norm": 0.35834309458732605, | |
| "learning_rate": 2.2221488349019903e-05, | |
| "loss": 0.0981, | |
| "step": 90 | |
| }, | |
| { | |
| "epoch": 3.5555555555555554, | |
| "eval_loss": 0.15438534319400787, | |
| "eval_runtime": 22.4909, | |
| "eval_samples_per_second": 2.001, | |
| "eval_steps_per_second": 2.001, | |
| "step": 90 | |
| }, | |
| { | |
| "epoch": 3.595061728395062, | |
| "grad_norm": 0.5136727094650269, | |
| "learning_rate": 2.1066435191009715e-05, | |
| "loss": 0.1463, | |
| "step": 91 | |
| }, | |
| { | |
| "epoch": 3.634567901234568, | |
| "grad_norm": 0.36773088574409485, | |
| "learning_rate": 1.9934145435079702e-05, | |
| "loss": 0.1175, | |
| "step": 92 | |
| }, | |
| { | |
| "epoch": 3.674074074074074, | |
| "grad_norm": 0.5553377866744995, | |
| "learning_rate": 1.8825509907063327e-05, | |
| "loss": 0.127, | |
| "step": 93 | |
| }, | |
| { | |
| "epoch": 3.71358024691358, | |
| "grad_norm": 0.4456188976764679, | |
| "learning_rate": 1.774140082289563e-05, | |
| "loss": 0.1193, | |
| "step": 94 | |
| }, | |
| { | |
| "epoch": 3.753086419753086, | |
| "grad_norm": 0.3486391007900238, | |
| "learning_rate": 1.6682671102399805e-05, | |
| "loss": 0.1098, | |
| "step": 95 | |
| }, | |
| { | |
| "epoch": 3.7925925925925927, | |
| "grad_norm": 0.3378802537918091, | |
| "learning_rate": 1.5650153698254916e-05, | |
| "loss": 0.089, | |
| "step": 96 | |
| }, | |
| { | |
| "epoch": 3.832098765432099, | |
| "grad_norm": 0.3151121139526367, | |
| "learning_rate": 1.4644660940672627e-05, | |
| "loss": 0.1019, | |
| "step": 97 | |
| }, | |
| { | |
| "epoch": 3.871604938271605, | |
| "grad_norm": 0.27301889657974243, | |
| "learning_rate": 1.3666983898298657e-05, | |
| "loss": 0.0934, | |
| "step": 98 | |
| }, | |
| { | |
| "epoch": 3.911111111111111, | |
| "grad_norm": 0.27396801114082336, | |
| "learning_rate": 1.2717891755841722e-05, | |
| "loss": 0.0942, | |
| "step": 99 | |
| }, | |
| { | |
| "epoch": 3.950617283950617, | |
| "grad_norm": 0.31572967767715454, | |
| "learning_rate": 1.1798131208919627e-05, | |
| "loss": 0.1145, | |
| "step": 100 | |
| }, | |
| { | |
| "epoch": 3.950617283950617, | |
| "eval_loss": 0.14721176028251648, | |
| "eval_runtime": 22.5185, | |
| "eval_samples_per_second": 1.998, | |
| "eval_steps_per_second": 1.998, | |
| "step": 100 | |
| }, | |
| { | |
| "epoch": 3.9901234567901236, | |
| "grad_norm": 0.34827569127082825, | |
| "learning_rate": 1.090842587659851e-05, | |
| "loss": 0.1005, | |
| "step": 101 | |
| }, | |
| { | |
| "epoch": 4.029629629629629, | |
| "grad_norm": 0.7272560596466064, | |
| "learning_rate": 1.004947573208756e-05, | |
| "loss": 0.1571, | |
| "step": 102 | |
| }, | |
| { | |
| "epoch": 4.069135802469136, | |
| "grad_norm": 0.27554798126220703, | |
| "learning_rate": 9.221956552036992e-06, | |
| "loss": 0.0844, | |
| "step": 103 | |
| }, | |
| { | |
| "epoch": 4.108641975308642, | |
| "grad_norm": 0.28635308146476746, | |
| "learning_rate": 8.426519384872733e-06, | |
| "loss": 0.0907, | |
| "step": 104 | |
| }, | |
| { | |
| "epoch": 4.148148148148148, | |
| "grad_norm": 0.32259735465049744, | |
| "learning_rate": 7.663790038585793e-06, | |
| "loss": 0.085, | |
| "step": 105 | |
| }, | |
| { | |
| "epoch": 4.187654320987654, | |
| "grad_norm": 0.263408899307251, | |
| "learning_rate": 6.934368588379553e-06, | |
| "loss": 0.0968, | |
| "step": 106 | |
| }, | |
| { | |
| "epoch": 4.22716049382716, | |
| "grad_norm": 0.2651858925819397, | |
| "learning_rate": 6.238828904562316e-06, | |
| "loss": 0.0902, | |
| "step": 107 | |
| }, | |
| { | |
| "epoch": 4.266666666666667, | |
| "grad_norm": 0.33785250782966614, | |
| "learning_rate": 5.577718201056392e-06, | |
| "loss": 0.1146, | |
| "step": 108 | |
| }, | |
| { | |
| "epoch": 4.306172839506173, | |
| "grad_norm": 0.3886694312095642, | |
| "learning_rate": 4.951556604879048e-06, | |
| "loss": 0.096, | |
| "step": 109 | |
| }, | |
| { | |
| "epoch": 4.345679012345679, | |
| "grad_norm": 0.2637059986591339, | |
| "learning_rate": 4.360836746934055e-06, | |
| "loss": 0.0768, | |
| "step": 110 | |
| }, | |
| { | |
| "epoch": 4.345679012345679, | |
| "eval_loss": 0.1458897739648819, | |
| "eval_runtime": 22.535, | |
| "eval_samples_per_second": 1.997, | |
| "eval_steps_per_second": 1.997, | |
| "step": 110 | |
| }, | |
| { | |
| "epoch": 4.385185185185185, | |
| "grad_norm": 0.3989276587963104, | |
| "learning_rate": 3.8060233744356633e-06, | |
| "loss": 0.1107, | |
| "step": 111 | |
| }, | |
| { | |
| "epoch": 4.424691358024692, | |
| "grad_norm": 0.3226042091846466, | |
| "learning_rate": 3.2875529852700147e-06, | |
| "loss": 0.1183, | |
| "step": 112 | |
| }, | |
| { | |
| "epoch": 4.4641975308641975, | |
| "grad_norm": 0.3306662142276764, | |
| "learning_rate": 2.8058334845816213e-06, | |
| "loss": 0.0913, | |
| "step": 113 | |
| }, | |
| { | |
| "epoch": 4.503703703703704, | |
| "grad_norm": 0.2665714621543884, | |
| "learning_rate": 2.361243863855184e-06, | |
| "loss": 0.0835, | |
| "step": 114 | |
| }, | |
| { | |
| "epoch": 4.54320987654321, | |
| "grad_norm": 0.3207409977912903, | |
| "learning_rate": 1.9541339027450256e-06, | |
| "loss": 0.1096, | |
| "step": 115 | |
| }, | |
| { | |
| "epoch": 4.582716049382716, | |
| "grad_norm": 0.3568267822265625, | |
| "learning_rate": 1.584823893886933e-06, | |
| "loss": 0.0949, | |
| "step": 116 | |
| }, | |
| { | |
| "epoch": 4.622222222222222, | |
| "grad_norm": 0.2524173855781555, | |
| "learning_rate": 1.2536043909088191e-06, | |
| "loss": 0.086, | |
| "step": 117 | |
| }, | |
| { | |
| "epoch": 4.661728395061728, | |
| "grad_norm": 0.27770474553108215, | |
| "learning_rate": 9.607359798384785e-07, | |
| "loss": 0.083, | |
| "step": 118 | |
| }, | |
| { | |
| "epoch": 4.701234567901235, | |
| "grad_norm": 0.44202956557273865, | |
| "learning_rate": 7.064490740882057e-07, | |
| "loss": 0.1213, | |
| "step": 119 | |
| }, | |
| { | |
| "epoch": 4.7407407407407405, | |
| "grad_norm": 0.239474818110466, | |
| "learning_rate": 4.909437331777179e-07, | |
| "loss": 0.0802, | |
| "step": 120 | |
| }, | |
| { | |
| "epoch": 4.7407407407407405, | |
| "eval_loss": 0.14555972814559937, | |
| "eval_runtime": 22.5228, | |
| "eval_samples_per_second": 1.998, | |
| "eval_steps_per_second": 1.998, | |
| "step": 120 | |
| }, | |
| { | |
| "epoch": 4.780246913580247, | |
| "grad_norm": 0.35366666316986084, | |
| "learning_rate": 3.143895053378698e-07, | |
| "loss": 0.0878, | |
| "step": 121 | |
| }, | |
| { | |
| "epoch": 4.8197530864197535, | |
| "grad_norm": 0.32910242676734924, | |
| "learning_rate": 1.7692529411904578e-07, | |
| "loss": 0.1139, | |
| "step": 122 | |
| }, | |
| { | |
| "epoch": 4.859259259259259, | |
| "grad_norm": 0.28884387016296387, | |
| "learning_rate": 7.865924910916977e-08, | |
| "loss": 0.0863, | |
| "step": 123 | |
| }, | |
| { | |
| "epoch": 4.898765432098766, | |
| "grad_norm": 0.41008782386779785, | |
| "learning_rate": 1.9668680847356735e-08, | |
| "loss": 0.1279, | |
| "step": 124 | |
| }, | |
| { | |
| "epoch": 4.938271604938271, | |
| "grad_norm": 0.28698375821113586, | |
| "learning_rate": 0.0, | |
| "loss": 0.1065, | |
| "step": 125 | |
| }, | |
| { | |
| "epoch": 4.938271604938271, | |
| "step": 125, | |
| "total_flos": 1.3800777564173107e+17, | |
| "train_loss": 0.22897324532270433, | |
| "train_runtime": 3966.9108, | |
| "train_samples_per_second": 0.51, | |
| "train_steps_per_second": 0.032 | |
| } | |
| ], | |
| "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": 1.3800777564173107e+17, | |
| "train_batch_size": 1, | |
| "trial_name": null, | |
| "trial_params": null | |
| } | |