| { | |
| "best_metric": 0.06430045515298843, | |
| "best_model_checkpoint": "saves/psy-course-doc/Ministral-8B-Instruct-2410/train/fold9/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": 0.2449030578136444, | |
| "learning_rate": 7.692307692307694e-06, | |
| "loss": 0.2218, | |
| "step": 1 | |
| }, | |
| { | |
| "epoch": 0.07901234567901234, | |
| "grad_norm": 0.24171064794063568, | |
| "learning_rate": 1.5384615384615387e-05, | |
| "loss": 0.2155, | |
| "step": 2 | |
| }, | |
| { | |
| "epoch": 0.11851851851851852, | |
| "grad_norm": 0.29363134503364563, | |
| "learning_rate": 2.307692307692308e-05, | |
| "loss": 0.1872, | |
| "step": 3 | |
| }, | |
| { | |
| "epoch": 0.1580246913580247, | |
| "grad_norm": 0.2547593414783478, | |
| "learning_rate": 3.0769230769230774e-05, | |
| "loss": 0.3016, | |
| "step": 4 | |
| }, | |
| { | |
| "epoch": 0.19753086419753085, | |
| "grad_norm": 0.2707783281803131, | |
| "learning_rate": 3.846153846153846e-05, | |
| "loss": 0.223, | |
| "step": 5 | |
| }, | |
| { | |
| "epoch": 0.23703703703703705, | |
| "grad_norm": 0.3024180233478546, | |
| "learning_rate": 4.615384615384616e-05, | |
| "loss": 0.1803, | |
| "step": 6 | |
| }, | |
| { | |
| "epoch": 0.2765432098765432, | |
| "grad_norm": 0.2824287414550781, | |
| "learning_rate": 5.384615384615385e-05, | |
| "loss": 0.176, | |
| "step": 7 | |
| }, | |
| { | |
| "epoch": 0.3160493827160494, | |
| "grad_norm": 0.23733387887477875, | |
| "learning_rate": 6.153846153846155e-05, | |
| "loss": 0.2049, | |
| "step": 8 | |
| }, | |
| { | |
| "epoch": 0.35555555555555557, | |
| "grad_norm": 0.2060697227716446, | |
| "learning_rate": 6.923076923076924e-05, | |
| "loss": 0.1292, | |
| "step": 9 | |
| }, | |
| { | |
| "epoch": 0.3950617283950617, | |
| "grad_norm": 0.19718976318836212, | |
| "learning_rate": 7.692307692307693e-05, | |
| "loss": 0.1903, | |
| "step": 10 | |
| }, | |
| { | |
| "epoch": 0.3950617283950617, | |
| "eval_loss": 0.12897364795207977, | |
| "eval_runtime": 24.1485, | |
| "eval_samples_per_second": 1.863, | |
| "eval_steps_per_second": 1.863, | |
| "step": 10 | |
| }, | |
| { | |
| "epoch": 0.4345679012345679, | |
| "grad_norm": 0.21620500087738037, | |
| "learning_rate": 8.461538461538461e-05, | |
| "loss": 0.1265, | |
| "step": 11 | |
| }, | |
| { | |
| "epoch": 0.4740740740740741, | |
| "grad_norm": 0.21922700107097626, | |
| "learning_rate": 9.230769230769232e-05, | |
| "loss": 0.1484, | |
| "step": 12 | |
| }, | |
| { | |
| "epoch": 0.5135802469135803, | |
| "grad_norm": 0.17794308066368103, | |
| "learning_rate": 0.0001, | |
| "loss": 0.0999, | |
| "step": 13 | |
| }, | |
| { | |
| "epoch": 0.5530864197530864, | |
| "grad_norm": 0.22712421417236328, | |
| "learning_rate": 9.998033131915266e-05, | |
| "loss": 0.1262, | |
| "step": 14 | |
| }, | |
| { | |
| "epoch": 0.5925925925925926, | |
| "grad_norm": 0.24222469329833984, | |
| "learning_rate": 9.992134075089084e-05, | |
| "loss": 0.0718, | |
| "step": 15 | |
| }, | |
| { | |
| "epoch": 0.6320987654320988, | |
| "grad_norm": 0.1972365379333496, | |
| "learning_rate": 9.982307470588098e-05, | |
| "loss": 0.1254, | |
| "step": 16 | |
| }, | |
| { | |
| "epoch": 0.671604938271605, | |
| "grad_norm": 0.13944408297538757, | |
| "learning_rate": 9.968561049466214e-05, | |
| "loss": 0.0871, | |
| "step": 17 | |
| }, | |
| { | |
| "epoch": 0.7111111111111111, | |
| "grad_norm": 0.1257743239402771, | |
| "learning_rate": 9.950905626682228e-05, | |
| "loss": 0.0606, | |
| "step": 18 | |
| }, | |
| { | |
| "epoch": 0.7506172839506173, | |
| "grad_norm": 0.14348773658275604, | |
| "learning_rate": 9.92935509259118e-05, | |
| "loss": 0.1145, | |
| "step": 19 | |
| }, | |
| { | |
| "epoch": 0.7901234567901234, | |
| "grad_norm": 0.1434425413608551, | |
| "learning_rate": 9.903926402016153e-05, | |
| "loss": 0.1096, | |
| "step": 20 | |
| }, | |
| { | |
| "epoch": 0.7901234567901234, | |
| "eval_loss": 0.08251665532588959, | |
| "eval_runtime": 24.0407, | |
| "eval_samples_per_second": 1.872, | |
| "eval_steps_per_second": 1.872, | |
| "step": 20 | |
| }, | |
| { | |
| "epoch": 0.8296296296296296, | |
| "grad_norm": 0.17193934321403503, | |
| "learning_rate": 9.874639560909117e-05, | |
| "loss": 0.0795, | |
| "step": 21 | |
| }, | |
| { | |
| "epoch": 0.8691358024691358, | |
| "grad_norm": 0.1412028968334198, | |
| "learning_rate": 9.841517610611309e-05, | |
| "loss": 0.0698, | |
| "step": 22 | |
| }, | |
| { | |
| "epoch": 0.908641975308642, | |
| "grad_norm": 0.13354283571243286, | |
| "learning_rate": 9.804586609725499e-05, | |
| "loss": 0.0812, | |
| "step": 23 | |
| }, | |
| { | |
| "epoch": 0.9481481481481482, | |
| "grad_norm": 0.1417178064584732, | |
| "learning_rate": 9.763875613614482e-05, | |
| "loss": 0.1009, | |
| "step": 24 | |
| }, | |
| { | |
| "epoch": 0.9876543209876543, | |
| "grad_norm": 0.11303646117448807, | |
| "learning_rate": 9.719416651541839e-05, | |
| "loss": 0.0851, | |
| "step": 25 | |
| }, | |
| { | |
| "epoch": 1.0271604938271606, | |
| "grad_norm": 0.14305493235588074, | |
| "learning_rate": 9.671244701472999e-05, | |
| "loss": 0.068, | |
| "step": 26 | |
| }, | |
| { | |
| "epoch": 1.0666666666666667, | |
| "grad_norm": 0.1320960819721222, | |
| "learning_rate": 9.619397662556435e-05, | |
| "loss": 0.0771, | |
| "step": 27 | |
| }, | |
| { | |
| "epoch": 1.106172839506173, | |
| "grad_norm": 0.09631136804819107, | |
| "learning_rate": 9.563916325306594e-05, | |
| "loss": 0.1052, | |
| "step": 28 | |
| }, | |
| { | |
| "epoch": 1.145679012345679, | |
| "grad_norm": 0.13920649886131287, | |
| "learning_rate": 9.504844339512095e-05, | |
| "loss": 0.0772, | |
| "step": 29 | |
| }, | |
| { | |
| "epoch": 1.1851851851851851, | |
| "grad_norm": 0.09726130962371826, | |
| "learning_rate": 9.442228179894362e-05, | |
| "loss": 0.0595, | |
| "step": 30 | |
| }, | |
| { | |
| "epoch": 1.1851851851851851, | |
| "eval_loss": 0.07180650532245636, | |
| "eval_runtime": 24.0509, | |
| "eval_samples_per_second": 1.871, | |
| "eval_steps_per_second": 1.871, | |
| "step": 30 | |
| }, | |
| { | |
| "epoch": 1.2246913580246914, | |
| "grad_norm": 0.10261917114257812, | |
| "learning_rate": 9.376117109543769e-05, | |
| "loss": 0.1116, | |
| "step": 31 | |
| }, | |
| { | |
| "epoch": 1.2641975308641975, | |
| "grad_norm": 0.13251414895057678, | |
| "learning_rate": 9.306563141162046e-05, | |
| "loss": 0.0985, | |
| "step": 32 | |
| }, | |
| { | |
| "epoch": 1.3037037037037038, | |
| "grad_norm": 0.12217247486114502, | |
| "learning_rate": 9.233620996141421e-05, | |
| "loss": 0.092, | |
| "step": 33 | |
| }, | |
| { | |
| "epoch": 1.34320987654321, | |
| "grad_norm": 0.11586838960647583, | |
| "learning_rate": 9.157348061512727e-05, | |
| "loss": 0.0845, | |
| "step": 34 | |
| }, | |
| { | |
| "epoch": 1.382716049382716, | |
| "grad_norm": 0.09095937013626099, | |
| "learning_rate": 9.077804344796302e-05, | |
| "loss": 0.0383, | |
| "step": 35 | |
| }, | |
| { | |
| "epoch": 1.4222222222222223, | |
| "grad_norm": 0.10343356430530548, | |
| "learning_rate": 8.995052426791247e-05, | |
| "loss": 0.0981, | |
| "step": 36 | |
| }, | |
| { | |
| "epoch": 1.4617283950617284, | |
| "grad_norm": 0.09901493787765503, | |
| "learning_rate": 8.90915741234015e-05, | |
| "loss": 0.0589, | |
| "step": 37 | |
| }, | |
| { | |
| "epoch": 1.5012345679012347, | |
| "grad_norm": 0.10670553892850876, | |
| "learning_rate": 8.820186879108038e-05, | |
| "loss": 0.1135, | |
| "step": 38 | |
| }, | |
| { | |
| "epoch": 1.5407407407407407, | |
| "grad_norm": 0.10633300989866257, | |
| "learning_rate": 8.728210824415827e-05, | |
| "loss": 0.1016, | |
| "step": 39 | |
| }, | |
| { | |
| "epoch": 1.5802469135802468, | |
| "grad_norm": 0.08515916764736176, | |
| "learning_rate": 8.633301610170135e-05, | |
| "loss": 0.0329, | |
| "step": 40 | |
| }, | |
| { | |
| "epoch": 1.5802469135802468, | |
| "eval_loss": 0.06832799315452576, | |
| "eval_runtime": 24.0681, | |
| "eval_samples_per_second": 1.87, | |
| "eval_steps_per_second": 1.87, | |
| "step": 40 | |
| }, | |
| { | |
| "epoch": 1.6197530864197531, | |
| "grad_norm": 0.09051170200109482, | |
| "learning_rate": 8.535533905932738e-05, | |
| "loss": 0.0297, | |
| "step": 41 | |
| }, | |
| { | |
| "epoch": 1.6592592592592592, | |
| "grad_norm": 0.07513455301523209, | |
| "learning_rate": 8.434984630174509e-05, | |
| "loss": 0.0444, | |
| "step": 42 | |
| }, | |
| { | |
| "epoch": 1.6987654320987655, | |
| "grad_norm": 0.09506039321422577, | |
| "learning_rate": 8.33173288976002e-05, | |
| "loss": 0.0868, | |
| "step": 43 | |
| }, | |
| { | |
| "epoch": 1.7382716049382716, | |
| "grad_norm": 0.11074140667915344, | |
| "learning_rate": 8.225859917710439e-05, | |
| "loss": 0.1201, | |
| "step": 44 | |
| }, | |
| { | |
| "epoch": 1.7777777777777777, | |
| "grad_norm": 0.07152170687913895, | |
| "learning_rate": 8.117449009293668e-05, | |
| "loss": 0.0265, | |
| "step": 45 | |
| }, | |
| { | |
| "epoch": 1.817283950617284, | |
| "grad_norm": 0.07951117306947708, | |
| "learning_rate": 8.006585456492029e-05, | |
| "loss": 0.0412, | |
| "step": 46 | |
| }, | |
| { | |
| "epoch": 1.8567901234567903, | |
| "grad_norm": 0.09947697818279266, | |
| "learning_rate": 7.89335648089903e-05, | |
| "loss": 0.0804, | |
| "step": 47 | |
| }, | |
| { | |
| "epoch": 1.8962962962962964, | |
| "grad_norm": 0.09722726792097092, | |
| "learning_rate": 7.777851165098012e-05, | |
| "loss": 0.0733, | |
| "step": 48 | |
| }, | |
| { | |
| "epoch": 1.9358024691358025, | |
| "grad_norm": 0.10544433444738388, | |
| "learning_rate": 7.660160382576683e-05, | |
| "loss": 0.0585, | |
| "step": 49 | |
| }, | |
| { | |
| "epoch": 1.9753086419753085, | |
| "grad_norm": 0.1027018278837204, | |
| "learning_rate": 7.540376726232648e-05, | |
| "loss": 0.0676, | |
| "step": 50 | |
| }, | |
| { | |
| "epoch": 1.9753086419753085, | |
| "eval_loss": 0.06593237817287445, | |
| "eval_runtime": 24.0689, | |
| "eval_samples_per_second": 1.87, | |
| "eval_steps_per_second": 1.87, | |
| "step": 50 | |
| }, | |
| { | |
| "epoch": 2.0148148148148146, | |
| "grad_norm": 0.08724581450223923, | |
| "learning_rate": 7.4185944355262e-05, | |
| "loss": 0.0689, | |
| "step": 51 | |
| }, | |
| { | |
| "epoch": 2.054320987654321, | |
| "grad_norm": 0.07848672568798065, | |
| "learning_rate": 7.294909322337689e-05, | |
| "loss": 0.0461, | |
| "step": 52 | |
| }, | |
| { | |
| "epoch": 2.093827160493827, | |
| "grad_norm": 0.0906754657626152, | |
| "learning_rate": 7.169418695587791e-05, | |
| "loss": 0.0792, | |
| "step": 53 | |
| }, | |
| { | |
| "epoch": 2.1333333333333333, | |
| "grad_norm": 0.084195576608181, | |
| "learning_rate": 7.042221284679982e-05, | |
| "loss": 0.0764, | |
| "step": 54 | |
| }, | |
| { | |
| "epoch": 2.1728395061728394, | |
| "grad_norm": 0.1022232323884964, | |
| "learning_rate": 6.91341716182545e-05, | |
| "loss": 0.0388, | |
| "step": 55 | |
| }, | |
| { | |
| "epoch": 2.212345679012346, | |
| "grad_norm": 0.10651250928640366, | |
| "learning_rate": 6.783107663311565e-05, | |
| "loss": 0.0877, | |
| "step": 56 | |
| }, | |
| { | |
| "epoch": 2.251851851851852, | |
| "grad_norm": 0.09016381949186325, | |
| "learning_rate": 6.651395309775837e-05, | |
| "loss": 0.0578, | |
| "step": 57 | |
| }, | |
| { | |
| "epoch": 2.291358024691358, | |
| "grad_norm": 0.11179405450820923, | |
| "learning_rate": 6.518383725548074e-05, | |
| "loss": 0.0608, | |
| "step": 58 | |
| }, | |
| { | |
| "epoch": 2.330864197530864, | |
| "grad_norm": 0.10544200986623764, | |
| "learning_rate": 6.384177557124247e-05, | |
| "loss": 0.0585, | |
| "step": 59 | |
| }, | |
| { | |
| "epoch": 2.3703703703703702, | |
| "grad_norm": 0.10589328408241272, | |
| "learning_rate": 6.248882390836135e-05, | |
| "loss": 0.058, | |
| "step": 60 | |
| }, | |
| { | |
| "epoch": 2.3703703703703702, | |
| "eval_loss": 0.06448403000831604, | |
| "eval_runtime": 24.0395, | |
| "eval_samples_per_second": 1.872, | |
| "eval_steps_per_second": 1.872, | |
| "step": 60 | |
| }, | |
| { | |
| "epoch": 2.4098765432098768, | |
| "grad_norm": 0.08941201120615005, | |
| "learning_rate": 6.112604669781572e-05, | |
| "loss": 0.0281, | |
| "step": 61 | |
| }, | |
| { | |
| "epoch": 2.449382716049383, | |
| "grad_norm": 0.0949765294790268, | |
| "learning_rate": 5.9754516100806423e-05, | |
| "loss": 0.0636, | |
| "step": 62 | |
| }, | |
| { | |
| "epoch": 2.488888888888889, | |
| "grad_norm": 0.09317196905612946, | |
| "learning_rate": 5.837531116523682e-05, | |
| "loss": 0.0418, | |
| "step": 63 | |
| }, | |
| { | |
| "epoch": 2.528395061728395, | |
| "grad_norm": 0.1047525405883789, | |
| "learning_rate": 5.698951697677498e-05, | |
| "loss": 0.0397, | |
| "step": 64 | |
| }, | |
| { | |
| "epoch": 2.567901234567901, | |
| "grad_norm": 0.12745285034179688, | |
| "learning_rate": 5.559822380516539e-05, | |
| "loss": 0.0809, | |
| "step": 65 | |
| }, | |
| { | |
| "epoch": 2.6074074074074076, | |
| "grad_norm": 0.08987182378768921, | |
| "learning_rate": 5.420252624646238e-05, | |
| "loss": 0.0512, | |
| "step": 66 | |
| }, | |
| { | |
| "epoch": 2.6469135802469137, | |
| "grad_norm": 0.13599684834480286, | |
| "learning_rate": 5.2803522361859594e-05, | |
| "loss": 0.0909, | |
| "step": 67 | |
| }, | |
| { | |
| "epoch": 2.68641975308642, | |
| "grad_norm": 0.13886308670043945, | |
| "learning_rate": 5.140231281379345e-05, | |
| "loss": 0.1175, | |
| "step": 68 | |
| }, | |
| { | |
| "epoch": 2.725925925925926, | |
| "grad_norm": 0.11121316254138947, | |
| "learning_rate": 5e-05, | |
| "loss": 0.0745, | |
| "step": 69 | |
| }, | |
| { | |
| "epoch": 2.765432098765432, | |
| "grad_norm": 0.11462701857089996, | |
| "learning_rate": 4.859768718620656e-05, | |
| "loss": 0.0762, | |
| "step": 70 | |
| }, | |
| { | |
| "epoch": 2.765432098765432, | |
| "eval_loss": 0.06464677304029465, | |
| "eval_runtime": 24.0487, | |
| "eval_samples_per_second": 1.871, | |
| "eval_steps_per_second": 1.871, | |
| "step": 70 | |
| }, | |
| { | |
| "epoch": 2.8049382716049385, | |
| "grad_norm": 0.10356437414884567, | |
| "learning_rate": 4.7196477638140404e-05, | |
| "loss": 0.0584, | |
| "step": 71 | |
| }, | |
| { | |
| "epoch": 2.8444444444444446, | |
| "grad_norm": 0.12310153990983963, | |
| "learning_rate": 4.579747375353763e-05, | |
| "loss": 0.0815, | |
| "step": 72 | |
| }, | |
| { | |
| "epoch": 2.8839506172839506, | |
| "grad_norm": 0.14446136355400085, | |
| "learning_rate": 4.4401776194834613e-05, | |
| "loss": 0.0783, | |
| "step": 73 | |
| }, | |
| { | |
| "epoch": 2.9234567901234567, | |
| "grad_norm": 0.11070472002029419, | |
| "learning_rate": 4.3010483023225045e-05, | |
| "loss": 0.049, | |
| "step": 74 | |
| }, | |
| { | |
| "epoch": 2.962962962962963, | |
| "grad_norm": 0.1546012908220291, | |
| "learning_rate": 4.162468883476319e-05, | |
| "loss": 0.0431, | |
| "step": 75 | |
| }, | |
| { | |
| "epoch": 3.0024691358024693, | |
| "grad_norm": 0.1295369416475296, | |
| "learning_rate": 4.0245483899193595e-05, | |
| "loss": 0.0631, | |
| "step": 76 | |
| }, | |
| { | |
| "epoch": 3.0419753086419754, | |
| "grad_norm": 0.09451998770236969, | |
| "learning_rate": 3.887395330218429e-05, | |
| "loss": 0.0334, | |
| "step": 77 | |
| }, | |
| { | |
| "epoch": 3.0814814814814815, | |
| "grad_norm": 0.1328885406255722, | |
| "learning_rate": 3.7511176091638653e-05, | |
| "loss": 0.1065, | |
| "step": 78 | |
| }, | |
| { | |
| "epoch": 3.1209876543209876, | |
| "grad_norm": 0.093851737678051, | |
| "learning_rate": 3.6158224428757535e-05, | |
| "loss": 0.0305, | |
| "step": 79 | |
| }, | |
| { | |
| "epoch": 3.1604938271604937, | |
| "grad_norm": 0.11414070427417755, | |
| "learning_rate": 3.4816162744519263e-05, | |
| "loss": 0.0736, | |
| "step": 80 | |
| }, | |
| { | |
| "epoch": 3.1604938271604937, | |
| "eval_loss": 0.06430045515298843, | |
| "eval_runtime": 24.0475, | |
| "eval_samples_per_second": 1.871, | |
| "eval_steps_per_second": 1.871, | |
| "step": 80 | |
| }, | |
| { | |
| "epoch": 3.2, | |
| "grad_norm": 0.11441301554441452, | |
| "learning_rate": 3.3486046902241664e-05, | |
| "loss": 0.0502, | |
| "step": 81 | |
| }, | |
| { | |
| "epoch": 3.2395061728395063, | |
| "grad_norm": 0.0899779349565506, | |
| "learning_rate": 3.216892336688435e-05, | |
| "loss": 0.0221, | |
| "step": 82 | |
| }, | |
| { | |
| "epoch": 3.2790123456790123, | |
| "grad_norm": 0.12804819643497467, | |
| "learning_rate": 3.086582838174551e-05, | |
| "loss": 0.0925, | |
| "step": 83 | |
| }, | |
| { | |
| "epoch": 3.3185185185185184, | |
| "grad_norm": 0.10675077885389328, | |
| "learning_rate": 2.9577787153200197e-05, | |
| "loss": 0.035, | |
| "step": 84 | |
| }, | |
| { | |
| "epoch": 3.3580246913580245, | |
| "grad_norm": 0.12324582785367966, | |
| "learning_rate": 2.8305813044122097e-05, | |
| "loss": 0.0686, | |
| "step": 85 | |
| }, | |
| { | |
| "epoch": 3.397530864197531, | |
| "grad_norm": 0.0948246642947197, | |
| "learning_rate": 2.705090677662311e-05, | |
| "loss": 0.0446, | |
| "step": 86 | |
| }, | |
| { | |
| "epoch": 3.437037037037037, | |
| "grad_norm": 0.1134951040148735, | |
| "learning_rate": 2.581405564473801e-05, | |
| "loss": 0.0413, | |
| "step": 87 | |
| }, | |
| { | |
| "epoch": 3.476543209876543, | |
| "grad_norm": 0.15832611918449402, | |
| "learning_rate": 2.459623273767354e-05, | |
| "loss": 0.1184, | |
| "step": 88 | |
| }, | |
| { | |
| "epoch": 3.5160493827160493, | |
| "grad_norm": 0.14223675429821014, | |
| "learning_rate": 2.3398396174233178e-05, | |
| "loss": 0.0807, | |
| "step": 89 | |
| }, | |
| { | |
| "epoch": 3.5555555555555554, | |
| "grad_norm": 0.15457306802272797, | |
| "learning_rate": 2.2221488349019903e-05, | |
| "loss": 0.0461, | |
| "step": 90 | |
| }, | |
| { | |
| "epoch": 3.5555555555555554, | |
| "eval_loss": 0.06514090299606323, | |
| "eval_runtime": 24.05, | |
| "eval_samples_per_second": 1.871, | |
| "eval_steps_per_second": 1.871, | |
| "step": 90 | |
| }, | |
| { | |
| "epoch": 3.595061728395062, | |
| "grad_norm": 0.15105751156806946, | |
| "learning_rate": 2.1066435191009715e-05, | |
| "loss": 0.0843, | |
| "step": 91 | |
| }, | |
| { | |
| "epoch": 3.634567901234568, | |
| "grad_norm": 0.12482753396034241, | |
| "learning_rate": 1.9934145435079702e-05, | |
| "loss": 0.0445, | |
| "step": 92 | |
| }, | |
| { | |
| "epoch": 3.674074074074074, | |
| "grad_norm": 0.1051236167550087, | |
| "learning_rate": 1.8825509907063327e-05, | |
| "loss": 0.0369, | |
| "step": 93 | |
| }, | |
| { | |
| "epoch": 3.71358024691358, | |
| "grad_norm": 0.12820354104042053, | |
| "learning_rate": 1.774140082289563e-05, | |
| "loss": 0.0613, | |
| "step": 94 | |
| }, | |
| { | |
| "epoch": 3.753086419753086, | |
| "grad_norm": 0.10922512412071228, | |
| "learning_rate": 1.6682671102399805e-05, | |
| "loss": 0.0333, | |
| "step": 95 | |
| }, | |
| { | |
| "epoch": 3.7925925925925927, | |
| "grad_norm": 0.11895215511322021, | |
| "learning_rate": 1.5650153698254916e-05, | |
| "loss": 0.0377, | |
| "step": 96 | |
| }, | |
| { | |
| "epoch": 3.832098765432099, | |
| "grad_norm": 0.13706225156784058, | |
| "learning_rate": 1.4644660940672627e-05, | |
| "loss": 0.0752, | |
| "step": 97 | |
| }, | |
| { | |
| "epoch": 3.871604938271605, | |
| "grad_norm": 0.12145527452230453, | |
| "learning_rate": 1.3666983898298657e-05, | |
| "loss": 0.0496, | |
| "step": 98 | |
| }, | |
| { | |
| "epoch": 3.911111111111111, | |
| "grad_norm": 0.1275850087404251, | |
| "learning_rate": 1.2717891755841722e-05, | |
| "loss": 0.049, | |
| "step": 99 | |
| }, | |
| { | |
| "epoch": 3.950617283950617, | |
| "grad_norm": 0.1079578846693039, | |
| "learning_rate": 1.1798131208919627e-05, | |
| "loss": 0.0418, | |
| "step": 100 | |
| }, | |
| { | |
| "epoch": 3.950617283950617, | |
| "eval_loss": 0.06434659659862518, | |
| "eval_runtime": 24.0326, | |
| "eval_samples_per_second": 1.872, | |
| "eval_steps_per_second": 1.872, | |
| "step": 100 | |
| }, | |
| { | |
| "epoch": 3.9901234567901236, | |
| "grad_norm": 0.08879292756319046, | |
| "learning_rate": 1.090842587659851e-05, | |
| "loss": 0.017, | |
| "step": 101 | |
| }, | |
| { | |
| "epoch": 4.029629629629629, | |
| "grad_norm": 0.11166498810052872, | |
| "learning_rate": 1.004947573208756e-05, | |
| "loss": 0.0374, | |
| "step": 102 | |
| }, | |
| { | |
| "epoch": 4.069135802469136, | |
| "grad_norm": 0.11694914102554321, | |
| "learning_rate": 9.221956552036992e-06, | |
| "loss": 0.055, | |
| "step": 103 | |
| }, | |
| { | |
| "epoch": 4.108641975308642, | |
| "grad_norm": 0.1035614013671875, | |
| "learning_rate": 8.426519384872733e-06, | |
| "loss": 0.0208, | |
| "step": 104 | |
| }, | |
| { | |
| "epoch": 4.148148148148148, | |
| "grad_norm": 0.13867759704589844, | |
| "learning_rate": 7.663790038585793e-06, | |
| "loss": 0.0709, | |
| "step": 105 | |
| }, | |
| { | |
| "epoch": 4.187654320987654, | |
| "grad_norm": 0.1166326031088829, | |
| "learning_rate": 6.934368588379553e-06, | |
| "loss": 0.0469, | |
| "step": 106 | |
| }, | |
| { | |
| "epoch": 4.22716049382716, | |
| "grad_norm": 0.10181581974029541, | |
| "learning_rate": 6.238828904562316e-06, | |
| "loss": 0.0327, | |
| "step": 107 | |
| }, | |
| { | |
| "epoch": 4.266666666666667, | |
| "grad_norm": 0.12328363955020905, | |
| "learning_rate": 5.577718201056392e-06, | |
| "loss": 0.0556, | |
| "step": 108 | |
| }, | |
| { | |
| "epoch": 4.306172839506173, | |
| "grad_norm": 0.12044549733400345, | |
| "learning_rate": 4.951556604879048e-06, | |
| "loss": 0.0475, | |
| "step": 109 | |
| }, | |
| { | |
| "epoch": 4.345679012345679, | |
| "grad_norm": 0.11026214063167572, | |
| "learning_rate": 4.360836746934055e-06, | |
| "loss": 0.036, | |
| "step": 110 | |
| }, | |
| { | |
| "epoch": 4.345679012345679, | |
| "eval_loss": 0.06455562263727188, | |
| "eval_runtime": 24.0654, | |
| "eval_samples_per_second": 1.87, | |
| "eval_steps_per_second": 1.87, | |
| "step": 110 | |
| }, | |
| { | |
| "epoch": 4.385185185185185, | |
| "grad_norm": 0.12235455214977264, | |
| "learning_rate": 3.8060233744356633e-06, | |
| "loss": 0.0524, | |
| "step": 111 | |
| }, | |
| { | |
| "epoch": 4.424691358024692, | |
| "grad_norm": 0.13929158449172974, | |
| "learning_rate": 3.2875529852700147e-06, | |
| "loss": 0.064, | |
| "step": 112 | |
| }, | |
| { | |
| "epoch": 4.4641975308641975, | |
| "grad_norm": 0.13404032588005066, | |
| "learning_rate": 2.8058334845816213e-06, | |
| "loss": 0.0536, | |
| "step": 113 | |
| }, | |
| { | |
| "epoch": 4.503703703703704, | |
| "grad_norm": 0.11346849799156189, | |
| "learning_rate": 2.361243863855184e-06, | |
| "loss": 0.033, | |
| "step": 114 | |
| }, | |
| { | |
| "epoch": 4.54320987654321, | |
| "grad_norm": 0.11569420248270035, | |
| "learning_rate": 1.9541339027450256e-06, | |
| "loss": 0.044, | |
| "step": 115 | |
| }, | |
| { | |
| "epoch": 4.582716049382716, | |
| "grad_norm": 0.09922175854444504, | |
| "learning_rate": 1.584823893886933e-06, | |
| "loss": 0.0275, | |
| "step": 116 | |
| }, | |
| { | |
| "epoch": 4.622222222222222, | |
| "grad_norm": 0.10174219310283661, | |
| "learning_rate": 1.2536043909088191e-06, | |
| "loss": 0.0316, | |
| "step": 117 | |
| }, | |
| { | |
| "epoch": 4.661728395061728, | |
| "grad_norm": 0.13236071169376373, | |
| "learning_rate": 9.607359798384785e-07, | |
| "loss": 0.051, | |
| "step": 118 | |
| }, | |
| { | |
| "epoch": 4.701234567901235, | |
| "grad_norm": 0.12899349629878998, | |
| "learning_rate": 7.064490740882057e-07, | |
| "loss": 0.0642, | |
| "step": 119 | |
| }, | |
| { | |
| "epoch": 4.7407407407407405, | |
| "grad_norm": 0.11578886955976486, | |
| "learning_rate": 4.909437331777179e-07, | |
| "loss": 0.0585, | |
| "step": 120 | |
| }, | |
| { | |
| "epoch": 4.7407407407407405, | |
| "eval_loss": 0.06467783451080322, | |
| "eval_runtime": 24.0475, | |
| "eval_samples_per_second": 1.871, | |
| "eval_steps_per_second": 1.871, | |
| "step": 120 | |
| }, | |
| { | |
| "epoch": 4.780246913580247, | |
| "grad_norm": 0.1402849406003952, | |
| "learning_rate": 3.143895053378698e-07, | |
| "loss": 0.0882, | |
| "step": 121 | |
| }, | |
| { | |
| "epoch": 4.8197530864197535, | |
| "grad_norm": 0.1214141994714737, | |
| "learning_rate": 1.7692529411904578e-07, | |
| "loss": 0.0558, | |
| "step": 122 | |
| }, | |
| { | |
| "epoch": 4.859259259259259, | |
| "grad_norm": 0.10599435120820999, | |
| "learning_rate": 7.865924910916977e-08, | |
| "loss": 0.0482, | |
| "step": 123 | |
| }, | |
| { | |
| "epoch": 4.898765432098766, | |
| "grad_norm": 0.12227160483598709, | |
| "learning_rate": 1.9668680847356735e-08, | |
| "loss": 0.0504, | |
| "step": 124 | |
| }, | |
| { | |
| "epoch": 4.938271604938271, | |
| "grad_norm": 0.11777521669864655, | |
| "learning_rate": 0.0, | |
| "loss": 0.0471, | |
| "step": 125 | |
| }, | |
| { | |
| "epoch": 4.938271604938271, | |
| "step": 125, | |
| "total_flos": 1.5260108630084813e+17, | |
| "train_loss": 0.07662292210757732, | |
| "train_runtime": 3927.7312, | |
| "train_samples_per_second": 0.516, | |
| "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": 1.5260108630084813e+17, | |
| "train_batch_size": 1, | |
| "trial_name": null, | |
| "trial_params": null | |
| } | |