| { | |
| "best_metric": 0.15265125036239624, | |
| "best_model_checkpoint": "saves/psy-course-info/Llama-3.1-8B-Instruct/train/fold3/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": 2.13401460647583, | |
| "learning_rate": 7.692307692307694e-06, | |
| "loss": 1.079, | |
| "step": 1 | |
| }, | |
| { | |
| "epoch": 0.07901234567901234, | |
| "grad_norm": 2.2135112285614014, | |
| "learning_rate": 1.5384615384615387e-05, | |
| "loss": 1.116, | |
| "step": 2 | |
| }, | |
| { | |
| "epoch": 0.11851851851851852, | |
| "grad_norm": 2.2829487323760986, | |
| "learning_rate": 2.307692307692308e-05, | |
| "loss": 1.0734, | |
| "step": 3 | |
| }, | |
| { | |
| "epoch": 0.1580246913580247, | |
| "grad_norm": 2.3121910095214844, | |
| "learning_rate": 3.0769230769230774e-05, | |
| "loss": 0.9877, | |
| "step": 4 | |
| }, | |
| { | |
| "epoch": 0.19753086419753085, | |
| "grad_norm": 2.4777026176452637, | |
| "learning_rate": 3.846153846153846e-05, | |
| "loss": 1.1372, | |
| "step": 5 | |
| }, | |
| { | |
| "epoch": 0.23703703703703705, | |
| "grad_norm": 2.5937418937683105, | |
| "learning_rate": 4.615384615384616e-05, | |
| "loss": 0.8862, | |
| "step": 6 | |
| }, | |
| { | |
| "epoch": 0.2765432098765432, | |
| "grad_norm": 2.625771999359131, | |
| "learning_rate": 5.384615384615385e-05, | |
| "loss": 1.0212, | |
| "step": 7 | |
| }, | |
| { | |
| "epoch": 0.3160493827160494, | |
| "grad_norm": 2.2809154987335205, | |
| "learning_rate": 6.153846153846155e-05, | |
| "loss": 0.8012, | |
| "step": 8 | |
| }, | |
| { | |
| "epoch": 0.35555555555555557, | |
| "grad_norm": 2.193075656890869, | |
| "learning_rate": 6.923076923076924e-05, | |
| "loss": 0.662, | |
| "step": 9 | |
| }, | |
| { | |
| "epoch": 0.3950617283950617, | |
| "grad_norm": 1.5392875671386719, | |
| "learning_rate": 7.692307692307693e-05, | |
| "loss": 0.5514, | |
| "step": 10 | |
| }, | |
| { | |
| "epoch": 0.3950617283950617, | |
| "eval_loss": 0.4828187823295593, | |
| "eval_runtime": 20.4233, | |
| "eval_samples_per_second": 2.203, | |
| "eval_steps_per_second": 2.203, | |
| "step": 10 | |
| }, | |
| { | |
| "epoch": 0.4345679012345679, | |
| "grad_norm": 1.2312418222427368, | |
| "learning_rate": 8.461538461538461e-05, | |
| "loss": 0.4695, | |
| "step": 11 | |
| }, | |
| { | |
| "epoch": 0.4740740740740741, | |
| "grad_norm": 0.9729057550430298, | |
| "learning_rate": 9.230769230769232e-05, | |
| "loss": 0.4421, | |
| "step": 12 | |
| }, | |
| { | |
| "epoch": 0.5135802469135803, | |
| "grad_norm": 0.9885647892951965, | |
| "learning_rate": 0.0001, | |
| "loss": 0.3303, | |
| "step": 13 | |
| }, | |
| { | |
| "epoch": 0.5530864197530864, | |
| "grad_norm": 1.1908000707626343, | |
| "learning_rate": 9.998033131915266e-05, | |
| "loss": 0.4115, | |
| "step": 14 | |
| }, | |
| { | |
| "epoch": 0.5925925925925926, | |
| "grad_norm": 1.1558841466903687, | |
| "learning_rate": 9.992134075089084e-05, | |
| "loss": 0.35, | |
| "step": 15 | |
| }, | |
| { | |
| "epoch": 0.6320987654320988, | |
| "grad_norm": 1.0113270282745361, | |
| "learning_rate": 9.982307470588098e-05, | |
| "loss": 0.3743, | |
| "step": 16 | |
| }, | |
| { | |
| "epoch": 0.671604938271605, | |
| "grad_norm": 0.8379513025283813, | |
| "learning_rate": 9.968561049466214e-05, | |
| "loss": 0.2822, | |
| "step": 17 | |
| }, | |
| { | |
| "epoch": 0.7111111111111111, | |
| "grad_norm": 0.6096362471580505, | |
| "learning_rate": 9.950905626682228e-05, | |
| "loss": 0.2587, | |
| "step": 18 | |
| }, | |
| { | |
| "epoch": 0.7506172839506173, | |
| "grad_norm": 0.7930107116699219, | |
| "learning_rate": 9.92935509259118e-05, | |
| "loss": 0.2563, | |
| "step": 19 | |
| }, | |
| { | |
| "epoch": 0.7901234567901234, | |
| "grad_norm": 0.773169219493866, | |
| "learning_rate": 9.903926402016153e-05, | |
| "loss": 0.2484, | |
| "step": 20 | |
| }, | |
| { | |
| "epoch": 0.7901234567901234, | |
| "eval_loss": 0.2628766596317291, | |
| "eval_runtime": 20.3107, | |
| "eval_samples_per_second": 2.216, | |
| "eval_steps_per_second": 2.216, | |
| "step": 20 | |
| }, | |
| { | |
| "epoch": 0.8296296296296296, | |
| "grad_norm": 0.6929939389228821, | |
| "learning_rate": 9.874639560909117e-05, | |
| "loss": 0.2972, | |
| "step": 21 | |
| }, | |
| { | |
| "epoch": 0.8691358024691358, | |
| "grad_norm": 0.6238391995429993, | |
| "learning_rate": 9.841517610611309e-05, | |
| "loss": 0.2266, | |
| "step": 22 | |
| }, | |
| { | |
| "epoch": 0.908641975308642, | |
| "grad_norm": 0.6686587333679199, | |
| "learning_rate": 9.804586609725499e-05, | |
| "loss": 0.2141, | |
| "step": 23 | |
| }, | |
| { | |
| "epoch": 0.9481481481481482, | |
| "grad_norm": 0.6161268353462219, | |
| "learning_rate": 9.763875613614482e-05, | |
| "loss": 0.2397, | |
| "step": 24 | |
| }, | |
| { | |
| "epoch": 0.9876543209876543, | |
| "grad_norm": 0.7046502828598022, | |
| "learning_rate": 9.719416651541839e-05, | |
| "loss": 0.3039, | |
| "step": 25 | |
| }, | |
| { | |
| "epoch": 1.0271604938271606, | |
| "grad_norm": 1.0601948499679565, | |
| "learning_rate": 9.671244701472999e-05, | |
| "loss": 0.43, | |
| "step": 26 | |
| }, | |
| { | |
| "epoch": 1.0666666666666667, | |
| "grad_norm": 0.42058736085891724, | |
| "learning_rate": 9.619397662556435e-05, | |
| "loss": 0.1639, | |
| "step": 27 | |
| }, | |
| { | |
| "epoch": 1.106172839506173, | |
| "grad_norm": 0.5214003920555115, | |
| "learning_rate": 9.563916325306594e-05, | |
| "loss": 0.2276, | |
| "step": 28 | |
| }, | |
| { | |
| "epoch": 1.145679012345679, | |
| "grad_norm": 0.6271799206733704, | |
| "learning_rate": 9.504844339512095e-05, | |
| "loss": 0.2438, | |
| "step": 29 | |
| }, | |
| { | |
| "epoch": 1.1851851851851851, | |
| "grad_norm": 0.6046462059020996, | |
| "learning_rate": 9.442228179894362e-05, | |
| "loss": 0.203, | |
| "step": 30 | |
| }, | |
| { | |
| "epoch": 1.1851851851851851, | |
| "eval_loss": 0.2002571076154709, | |
| "eval_runtime": 20.3262, | |
| "eval_samples_per_second": 2.214, | |
| "eval_steps_per_second": 2.214, | |
| "step": 30 | |
| }, | |
| { | |
| "epoch": 1.2246913580246914, | |
| "grad_norm": 0.5208979249000549, | |
| "learning_rate": 9.376117109543769e-05, | |
| "loss": 0.1605, | |
| "step": 31 | |
| }, | |
| { | |
| "epoch": 1.2641975308641975, | |
| "grad_norm": 0.4603351950645447, | |
| "learning_rate": 9.306563141162046e-05, | |
| "loss": 0.1679, | |
| "step": 32 | |
| }, | |
| { | |
| "epoch": 1.3037037037037038, | |
| "grad_norm": 0.554080605506897, | |
| "learning_rate": 9.233620996141421e-05, | |
| "loss": 0.1612, | |
| "step": 33 | |
| }, | |
| { | |
| "epoch": 1.34320987654321, | |
| "grad_norm": 0.6689148545265198, | |
| "learning_rate": 9.157348061512727e-05, | |
| "loss": 0.214, | |
| "step": 34 | |
| }, | |
| { | |
| "epoch": 1.382716049382716, | |
| "grad_norm": 0.6904860138893127, | |
| "learning_rate": 9.077804344796302e-05, | |
| "loss": 0.1624, | |
| "step": 35 | |
| }, | |
| { | |
| "epoch": 1.4222222222222223, | |
| "grad_norm": 0.6609926819801331, | |
| "learning_rate": 8.995052426791247e-05, | |
| "loss": 0.1981, | |
| "step": 36 | |
| }, | |
| { | |
| "epoch": 1.4617283950617284, | |
| "grad_norm": 0.5136111378669739, | |
| "learning_rate": 8.90915741234015e-05, | |
| "loss": 0.1891, | |
| "step": 37 | |
| }, | |
| { | |
| "epoch": 1.5012345679012347, | |
| "grad_norm": 0.46436357498168945, | |
| "learning_rate": 8.820186879108038e-05, | |
| "loss": 0.1285, | |
| "step": 38 | |
| }, | |
| { | |
| "epoch": 1.5407407407407407, | |
| "grad_norm": 0.5467451214790344, | |
| "learning_rate": 8.728210824415827e-05, | |
| "loss": 0.143, | |
| "step": 39 | |
| }, | |
| { | |
| "epoch": 1.5802469135802468, | |
| "grad_norm": 0.5636103749275208, | |
| "learning_rate": 8.633301610170135e-05, | |
| "loss": 0.1931, | |
| "step": 40 | |
| }, | |
| { | |
| "epoch": 1.5802469135802468, | |
| "eval_loss": 0.17744499444961548, | |
| "eval_runtime": 20.322, | |
| "eval_samples_per_second": 2.214, | |
| "eval_steps_per_second": 2.214, | |
| "step": 40 | |
| }, | |
| { | |
| "epoch": 1.6197530864197531, | |
| "grad_norm": 0.47177210450172424, | |
| "learning_rate": 8.535533905932738e-05, | |
| "loss": 0.1328, | |
| "step": 41 | |
| }, | |
| { | |
| "epoch": 1.6592592592592592, | |
| "grad_norm": 0.7334060072898865, | |
| "learning_rate": 8.434984630174509e-05, | |
| "loss": 0.1721, | |
| "step": 42 | |
| }, | |
| { | |
| "epoch": 1.6987654320987655, | |
| "grad_norm": 0.47152650356292725, | |
| "learning_rate": 8.33173288976002e-05, | |
| "loss": 0.1309, | |
| "step": 43 | |
| }, | |
| { | |
| "epoch": 1.7382716049382716, | |
| "grad_norm": 0.41765502095222473, | |
| "learning_rate": 8.225859917710439e-05, | |
| "loss": 0.1509, | |
| "step": 44 | |
| }, | |
| { | |
| "epoch": 1.7777777777777777, | |
| "grad_norm": 0.43671277165412903, | |
| "learning_rate": 8.117449009293668e-05, | |
| "loss": 0.1511, | |
| "step": 45 | |
| }, | |
| { | |
| "epoch": 1.817283950617284, | |
| "grad_norm": 0.6516591310501099, | |
| "learning_rate": 8.006585456492029e-05, | |
| "loss": 0.1771, | |
| "step": 46 | |
| }, | |
| { | |
| "epoch": 1.8567901234567903, | |
| "grad_norm": 0.5264871120452881, | |
| "learning_rate": 7.89335648089903e-05, | |
| "loss": 0.1842, | |
| "step": 47 | |
| }, | |
| { | |
| "epoch": 1.8962962962962964, | |
| "grad_norm": 0.6639788746833801, | |
| "learning_rate": 7.777851165098012e-05, | |
| "loss": 0.2003, | |
| "step": 48 | |
| }, | |
| { | |
| "epoch": 1.9358024691358025, | |
| "grad_norm": 0.4319416284561157, | |
| "learning_rate": 7.660160382576683e-05, | |
| "loss": 0.1235, | |
| "step": 49 | |
| }, | |
| { | |
| "epoch": 1.9753086419753085, | |
| "grad_norm": 0.5767079591751099, | |
| "learning_rate": 7.540376726232648e-05, | |
| "loss": 0.1294, | |
| "step": 50 | |
| }, | |
| { | |
| "epoch": 1.9753086419753085, | |
| "eval_loss": 0.16798457503318787, | |
| "eval_runtime": 20.3219, | |
| "eval_samples_per_second": 2.214, | |
| "eval_steps_per_second": 2.214, | |
| "step": 50 | |
| }, | |
| { | |
| "epoch": 2.0148148148148146, | |
| "grad_norm": 1.38614022731781, | |
| "learning_rate": 7.4185944355262e-05, | |
| "loss": 0.3271, | |
| "step": 51 | |
| }, | |
| { | |
| "epoch": 2.054320987654321, | |
| "grad_norm": 0.46833160519599915, | |
| "learning_rate": 7.294909322337689e-05, | |
| "loss": 0.0896, | |
| "step": 52 | |
| }, | |
| { | |
| "epoch": 2.093827160493827, | |
| "grad_norm": 0.4942617416381836, | |
| "learning_rate": 7.169418695587791e-05, | |
| "loss": 0.1268, | |
| "step": 53 | |
| }, | |
| { | |
| "epoch": 2.1333333333333333, | |
| "grad_norm": 0.5808762907981873, | |
| "learning_rate": 7.042221284679982e-05, | |
| "loss": 0.1239, | |
| "step": 54 | |
| }, | |
| { | |
| "epoch": 2.1728395061728394, | |
| "grad_norm": 0.5379523038864136, | |
| "learning_rate": 6.91341716182545e-05, | |
| "loss": 0.1341, | |
| "step": 55 | |
| }, | |
| { | |
| "epoch": 2.212345679012346, | |
| "grad_norm": 0.998986542224884, | |
| "learning_rate": 6.783107663311565e-05, | |
| "loss": 0.1611, | |
| "step": 56 | |
| }, | |
| { | |
| "epoch": 2.251851851851852, | |
| "grad_norm": 0.4738816022872925, | |
| "learning_rate": 6.651395309775837e-05, | |
| "loss": 0.111, | |
| "step": 57 | |
| }, | |
| { | |
| "epoch": 2.291358024691358, | |
| "grad_norm": 0.5661807656288147, | |
| "learning_rate": 6.518383725548074e-05, | |
| "loss": 0.1326, | |
| "step": 58 | |
| }, | |
| { | |
| "epoch": 2.330864197530864, | |
| "grad_norm": 0.6213648915290833, | |
| "learning_rate": 6.384177557124247e-05, | |
| "loss": 0.1545, | |
| "step": 59 | |
| }, | |
| { | |
| "epoch": 2.3703703703703702, | |
| "grad_norm": 0.4949955344200134, | |
| "learning_rate": 6.248882390836135e-05, | |
| "loss": 0.1138, | |
| "step": 60 | |
| }, | |
| { | |
| "epoch": 2.3703703703703702, | |
| "eval_loss": 0.16169141232967377, | |
| "eval_runtime": 20.3256, | |
| "eval_samples_per_second": 2.214, | |
| "eval_steps_per_second": 2.214, | |
| "step": 60 | |
| }, | |
| { | |
| "epoch": 2.4098765432098768, | |
| "grad_norm": 0.5869258642196655, | |
| "learning_rate": 6.112604669781572e-05, | |
| "loss": 0.1276, | |
| "step": 61 | |
| }, | |
| { | |
| "epoch": 2.449382716049383, | |
| "grad_norm": 0.6416803598403931, | |
| "learning_rate": 5.9754516100806423e-05, | |
| "loss": 0.1274, | |
| "step": 62 | |
| }, | |
| { | |
| "epoch": 2.488888888888889, | |
| "grad_norm": 0.6484302282333374, | |
| "learning_rate": 5.837531116523682e-05, | |
| "loss": 0.1092, | |
| "step": 63 | |
| }, | |
| { | |
| "epoch": 2.528395061728395, | |
| "grad_norm": 0.5458757281303406, | |
| "learning_rate": 5.698951697677498e-05, | |
| "loss": 0.0882, | |
| "step": 64 | |
| }, | |
| { | |
| "epoch": 2.567901234567901, | |
| "grad_norm": 0.5555431842803955, | |
| "learning_rate": 5.559822380516539e-05, | |
| "loss": 0.0728, | |
| "step": 65 | |
| }, | |
| { | |
| "epoch": 2.6074074074074076, | |
| "grad_norm": 0.6846579909324646, | |
| "learning_rate": 5.420252624646238e-05, | |
| "loss": 0.1568, | |
| "step": 66 | |
| }, | |
| { | |
| "epoch": 2.6469135802469137, | |
| "grad_norm": 0.6784289479255676, | |
| "learning_rate": 5.2803522361859594e-05, | |
| "loss": 0.1371, | |
| "step": 67 | |
| }, | |
| { | |
| "epoch": 2.68641975308642, | |
| "grad_norm": 0.4825720191001892, | |
| "learning_rate": 5.140231281379345e-05, | |
| "loss": 0.0907, | |
| "step": 68 | |
| }, | |
| { | |
| "epoch": 2.725925925925926, | |
| "grad_norm": 0.6633433103561401, | |
| "learning_rate": 5e-05, | |
| "loss": 0.127, | |
| "step": 69 | |
| }, | |
| { | |
| "epoch": 2.765432098765432, | |
| "grad_norm": 0.6380341053009033, | |
| "learning_rate": 4.859768718620656e-05, | |
| "loss": 0.0836, | |
| "step": 70 | |
| }, | |
| { | |
| "epoch": 2.765432098765432, | |
| "eval_loss": 0.1631079763174057, | |
| "eval_runtime": 20.3207, | |
| "eval_samples_per_second": 2.214, | |
| "eval_steps_per_second": 2.214, | |
| "step": 70 | |
| }, | |
| { | |
| "epoch": 2.8049382716049385, | |
| "grad_norm": 0.6956302523612976, | |
| "learning_rate": 4.7196477638140404e-05, | |
| "loss": 0.1648, | |
| "step": 71 | |
| }, | |
| { | |
| "epoch": 2.8444444444444446, | |
| "grad_norm": 0.5919461250305176, | |
| "learning_rate": 4.579747375353763e-05, | |
| "loss": 0.0928, | |
| "step": 72 | |
| }, | |
| { | |
| "epoch": 2.8839506172839506, | |
| "grad_norm": 0.6532953381538391, | |
| "learning_rate": 4.4401776194834613e-05, | |
| "loss": 0.1256, | |
| "step": 73 | |
| }, | |
| { | |
| "epoch": 2.9234567901234567, | |
| "grad_norm": 0.6162728667259216, | |
| "learning_rate": 4.3010483023225045e-05, | |
| "loss": 0.1099, | |
| "step": 74 | |
| }, | |
| { | |
| "epoch": 2.962962962962963, | |
| "grad_norm": 0.7895723581314087, | |
| "learning_rate": 4.162468883476319e-05, | |
| "loss": 0.1607, | |
| "step": 75 | |
| }, | |
| { | |
| "epoch": 3.0024691358024693, | |
| "grad_norm": 0.987082839012146, | |
| "learning_rate": 4.0245483899193595e-05, | |
| "loss": 0.1792, | |
| "step": 76 | |
| }, | |
| { | |
| "epoch": 3.0419753086419754, | |
| "grad_norm": 0.5934836268424988, | |
| "learning_rate": 3.887395330218429e-05, | |
| "loss": 0.1048, | |
| "step": 77 | |
| }, | |
| { | |
| "epoch": 3.0814814814814815, | |
| "grad_norm": 0.5125874280929565, | |
| "learning_rate": 3.7511176091638653e-05, | |
| "loss": 0.1052, | |
| "step": 78 | |
| }, | |
| { | |
| "epoch": 3.1209876543209876, | |
| "grad_norm": 0.5343924164772034, | |
| "learning_rate": 3.6158224428757535e-05, | |
| "loss": 0.0964, | |
| "step": 79 | |
| }, | |
| { | |
| "epoch": 3.1604938271604937, | |
| "grad_norm": 0.5786824822425842, | |
| "learning_rate": 3.4816162744519263e-05, | |
| "loss": 0.0823, | |
| "step": 80 | |
| }, | |
| { | |
| "epoch": 3.1604938271604937, | |
| "eval_loss": 0.15265125036239624, | |
| "eval_runtime": 20.3286, | |
| "eval_samples_per_second": 2.214, | |
| "eval_steps_per_second": 2.214, | |
| "step": 80 | |
| }, | |
| { | |
| "epoch": 3.2, | |
| "grad_norm": 0.65896075963974, | |
| "learning_rate": 3.3486046902241664e-05, | |
| "loss": 0.0998, | |
| "step": 81 | |
| }, | |
| { | |
| "epoch": 3.2395061728395063, | |
| "grad_norm": 0.7420127987861633, | |
| "learning_rate": 3.216892336688435e-05, | |
| "loss": 0.132, | |
| "step": 82 | |
| }, | |
| { | |
| "epoch": 3.2790123456790123, | |
| "grad_norm": 0.7413497567176819, | |
| "learning_rate": 3.086582838174551e-05, | |
| "loss": 0.0917, | |
| "step": 83 | |
| }, | |
| { | |
| "epoch": 3.3185185185185184, | |
| "grad_norm": 0.5590284466743469, | |
| "learning_rate": 2.9577787153200197e-05, | |
| "loss": 0.0945, | |
| "step": 84 | |
| }, | |
| { | |
| "epoch": 3.3580246913580245, | |
| "grad_norm": 0.5833249688148499, | |
| "learning_rate": 2.8305813044122097e-05, | |
| "loss": 0.0934, | |
| "step": 85 | |
| }, | |
| { | |
| "epoch": 3.397530864197531, | |
| "grad_norm": 0.5945806503295898, | |
| "learning_rate": 2.705090677662311e-05, | |
| "loss": 0.0712, | |
| "step": 86 | |
| }, | |
| { | |
| "epoch": 3.437037037037037, | |
| "grad_norm": 0.5270406603813171, | |
| "learning_rate": 2.581405564473801e-05, | |
| "loss": 0.0743, | |
| "step": 87 | |
| }, | |
| { | |
| "epoch": 3.476543209876543, | |
| "grad_norm": 0.6235726475715637, | |
| "learning_rate": 2.459623273767354e-05, | |
| "loss": 0.0663, | |
| "step": 88 | |
| }, | |
| { | |
| "epoch": 3.5160493827160493, | |
| "grad_norm": 0.5442896485328674, | |
| "learning_rate": 2.3398396174233178e-05, | |
| "loss": 0.0584, | |
| "step": 89 | |
| }, | |
| { | |
| "epoch": 3.5555555555555554, | |
| "grad_norm": 0.6221958994865417, | |
| "learning_rate": 2.2221488349019903e-05, | |
| "loss": 0.0872, | |
| "step": 90 | |
| }, | |
| { | |
| "epoch": 3.5555555555555554, | |
| "eval_loss": 0.1559033989906311, | |
| "eval_runtime": 20.3257, | |
| "eval_samples_per_second": 2.214, | |
| "eval_steps_per_second": 2.214, | |
| "step": 90 | |
| }, | |
| { | |
| "epoch": 3.595061728395062, | |
| "grad_norm": 0.5928692817687988, | |
| "learning_rate": 2.1066435191009715e-05, | |
| "loss": 0.0891, | |
| "step": 91 | |
| }, | |
| { | |
| "epoch": 3.634567901234568, | |
| "grad_norm": 0.6080653667449951, | |
| "learning_rate": 1.9934145435079702e-05, | |
| "loss": 0.0624, | |
| "step": 92 | |
| }, | |
| { | |
| "epoch": 3.674074074074074, | |
| "grad_norm": 0.6735369563102722, | |
| "learning_rate": 1.8825509907063327e-05, | |
| "loss": 0.073, | |
| "step": 93 | |
| }, | |
| { | |
| "epoch": 3.71358024691358, | |
| "grad_norm": 0.8934256434440613, | |
| "learning_rate": 1.774140082289563e-05, | |
| "loss": 0.1292, | |
| "step": 94 | |
| }, | |
| { | |
| "epoch": 3.753086419753086, | |
| "grad_norm": 1.1011497974395752, | |
| "learning_rate": 1.6682671102399805e-05, | |
| "loss": 0.1328, | |
| "step": 95 | |
| }, | |
| { | |
| "epoch": 3.7925925925925927, | |
| "grad_norm": 0.6627883315086365, | |
| "learning_rate": 1.5650153698254916e-05, | |
| "loss": 0.0798, | |
| "step": 96 | |
| }, | |
| { | |
| "epoch": 3.832098765432099, | |
| "grad_norm": 0.6367733478546143, | |
| "learning_rate": 1.4644660940672627e-05, | |
| "loss": 0.0897, | |
| "step": 97 | |
| }, | |
| { | |
| "epoch": 3.871604938271605, | |
| "grad_norm": 0.6472126841545105, | |
| "learning_rate": 1.3666983898298657e-05, | |
| "loss": 0.0905, | |
| "step": 98 | |
| }, | |
| { | |
| "epoch": 3.911111111111111, | |
| "grad_norm": 0.6218619346618652, | |
| "learning_rate": 1.2717891755841722e-05, | |
| "loss": 0.0768, | |
| "step": 99 | |
| }, | |
| { | |
| "epoch": 3.950617283950617, | |
| "grad_norm": 0.6205220222473145, | |
| "learning_rate": 1.1798131208919627e-05, | |
| "loss": 0.0765, | |
| "step": 100 | |
| }, | |
| { | |
| "epoch": 3.950617283950617, | |
| "eval_loss": 0.15494132041931152, | |
| "eval_runtime": 20.3292, | |
| "eval_samples_per_second": 2.214, | |
| "eval_steps_per_second": 2.214, | |
| "step": 100 | |
| }, | |
| { | |
| "epoch": 3.9901234567901236, | |
| "grad_norm": 0.8869872689247131, | |
| "learning_rate": 1.090842587659851e-05, | |
| "loss": 0.0907, | |
| "step": 101 | |
| }, | |
| { | |
| "epoch": 4.029629629629629, | |
| "grad_norm": 1.1068443059921265, | |
| "learning_rate": 1.004947573208756e-05, | |
| "loss": 0.1378, | |
| "step": 102 | |
| }, | |
| { | |
| "epoch": 4.069135802469136, | |
| "grad_norm": 0.699768602848053, | |
| "learning_rate": 9.221956552036992e-06, | |
| "loss": 0.0806, | |
| "step": 103 | |
| }, | |
| { | |
| "epoch": 4.108641975308642, | |
| "grad_norm": 0.49976956844329834, | |
| "learning_rate": 8.426519384872733e-06, | |
| "loss": 0.0628, | |
| "step": 104 | |
| }, | |
| { | |
| "epoch": 4.148148148148148, | |
| "grad_norm": 0.4237731397151947, | |
| "learning_rate": 7.663790038585793e-06, | |
| "loss": 0.0411, | |
| "step": 105 | |
| }, | |
| { | |
| "epoch": 4.187654320987654, | |
| "grad_norm": 0.5244402885437012, | |
| "learning_rate": 6.934368588379553e-06, | |
| "loss": 0.0742, | |
| "step": 106 | |
| }, | |
| { | |
| "epoch": 4.22716049382716, | |
| "grad_norm": 0.5490588545799255, | |
| "learning_rate": 6.238828904562316e-06, | |
| "loss": 0.0595, | |
| "step": 107 | |
| }, | |
| { | |
| "epoch": 4.266666666666667, | |
| "grad_norm": 0.5422118306159973, | |
| "learning_rate": 5.577718201056392e-06, | |
| "loss": 0.077, | |
| "step": 108 | |
| }, | |
| { | |
| "epoch": 4.306172839506173, | |
| "grad_norm": 0.5524388551712036, | |
| "learning_rate": 4.951556604879048e-06, | |
| "loss": 0.0775, | |
| "step": 109 | |
| }, | |
| { | |
| "epoch": 4.345679012345679, | |
| "grad_norm": 0.5293675065040588, | |
| "learning_rate": 4.360836746934055e-06, | |
| "loss": 0.0892, | |
| "step": 110 | |
| }, | |
| { | |
| "epoch": 4.345679012345679, | |
| "eval_loss": 0.15509049594402313, | |
| "eval_runtime": 20.3357, | |
| "eval_samples_per_second": 2.213, | |
| "eval_steps_per_second": 2.213, | |
| "step": 110 | |
| }, | |
| { | |
| "epoch": 4.385185185185185, | |
| "grad_norm": 0.5813242197036743, | |
| "learning_rate": 3.8060233744356633e-06, | |
| "loss": 0.07, | |
| "step": 111 | |
| }, | |
| { | |
| "epoch": 4.424691358024692, | |
| "grad_norm": 0.6725654602050781, | |
| "learning_rate": 3.2875529852700147e-06, | |
| "loss": 0.0891, | |
| "step": 112 | |
| }, | |
| { | |
| "epoch": 4.4641975308641975, | |
| "grad_norm": 0.5070009231567383, | |
| "learning_rate": 2.8058334845816213e-06, | |
| "loss": 0.0689, | |
| "step": 113 | |
| }, | |
| { | |
| "epoch": 4.503703703703704, | |
| "grad_norm": 0.5164303779602051, | |
| "learning_rate": 2.361243863855184e-06, | |
| "loss": 0.0611, | |
| "step": 114 | |
| }, | |
| { | |
| "epoch": 4.54320987654321, | |
| "grad_norm": 0.6196990013122559, | |
| "learning_rate": 1.9541339027450256e-06, | |
| "loss": 0.0711, | |
| "step": 115 | |
| }, | |
| { | |
| "epoch": 4.582716049382716, | |
| "grad_norm": 0.5869881510734558, | |
| "learning_rate": 1.584823893886933e-06, | |
| "loss": 0.049, | |
| "step": 116 | |
| }, | |
| { | |
| "epoch": 4.622222222222222, | |
| "grad_norm": 0.6818193197250366, | |
| "learning_rate": 1.2536043909088191e-06, | |
| "loss": 0.1038, | |
| "step": 117 | |
| }, | |
| { | |
| "epoch": 4.661728395061728, | |
| "grad_norm": 0.7266791462898254, | |
| "learning_rate": 9.607359798384785e-07, | |
| "loss": 0.0963, | |
| "step": 118 | |
| }, | |
| { | |
| "epoch": 4.701234567901235, | |
| "grad_norm": 0.5797473192214966, | |
| "learning_rate": 7.064490740882057e-07, | |
| "loss": 0.0671, | |
| "step": 119 | |
| }, | |
| { | |
| "epoch": 4.7407407407407405, | |
| "grad_norm": 0.6365640759468079, | |
| "learning_rate": 4.909437331777179e-07, | |
| "loss": 0.0854, | |
| "step": 120 | |
| }, | |
| { | |
| "epoch": 4.7407407407407405, | |
| "eval_loss": 0.154866561293602, | |
| "eval_runtime": 20.334, | |
| "eval_samples_per_second": 2.213, | |
| "eval_steps_per_second": 2.213, | |
| "step": 120 | |
| }, | |
| { | |
| "epoch": 4.780246913580247, | |
| "grad_norm": 0.5267232060432434, | |
| "learning_rate": 3.143895053378698e-07, | |
| "loss": 0.0648, | |
| "step": 121 | |
| }, | |
| { | |
| "epoch": 4.8197530864197535, | |
| "grad_norm": 0.5596231818199158, | |
| "learning_rate": 1.7692529411904578e-07, | |
| "loss": 0.0726, | |
| "step": 122 | |
| }, | |
| { | |
| "epoch": 4.859259259259259, | |
| "grad_norm": 0.5757695436477661, | |
| "learning_rate": 7.865924910916977e-08, | |
| "loss": 0.0763, | |
| "step": 123 | |
| }, | |
| { | |
| "epoch": 4.898765432098766, | |
| "grad_norm": 0.7604299783706665, | |
| "learning_rate": 1.9668680847356735e-08, | |
| "loss": 0.0684, | |
| "step": 124 | |
| }, | |
| { | |
| "epoch": 4.938271604938271, | |
| "grad_norm": 0.676563560962677, | |
| "learning_rate": 0.0, | |
| "loss": 0.0808, | |
| "step": 125 | |
| }, | |
| { | |
| "epoch": 4.938271604938271, | |
| "step": 125, | |
| "total_flos": 1.279295183878226e+17, | |
| "train_loss": 0.20847544202208518, | |
| "train_runtime": 3549.5947, | |
| "train_samples_per_second": 0.57, | |
| "train_steps_per_second": 0.035 | |
| } | |
| ], | |
| "logging_steps": 1, | |
| "max_steps": 125, | |
| "num_input_tokens_seen": 0, | |
| "num_train_epochs": 5, | |
| "save_steps": 10, | |
| "stateful_callbacks": { | |
| "TrainerControl": { | |
| "args": { | |
| "should_epoch_stop": false, | |
| "should_evaluate": false, | |
| "should_log": false, | |
| "should_save": true, | |
| "should_training_stop": true | |
| }, | |
| "attributes": {} | |
| } | |
| }, | |
| "total_flos": 1.279295183878226e+17, | |
| "train_batch_size": 1, | |
| "trial_name": null, | |
| "trial_params": null | |
| } | |