| { | |
| "best_metric": 2.5416412353515625, | |
| "best_model_checkpoint": "miner_id_24/checkpoint-200", | |
| "epoch": 0.13717421124828533, | |
| "eval_steps": 50, | |
| "global_step": 200, | |
| "is_hyper_param_search": false, | |
| "is_local_process_zero": true, | |
| "is_world_process_zero": true, | |
| "log_history": [ | |
| { | |
| "epoch": 0.0006858710562414266, | |
| "grad_norm": 69.58672332763672, | |
| "learning_rate": 1e-05, | |
| "loss": 12.5759, | |
| "step": 1 | |
| }, | |
| { | |
| "epoch": 0.0006858710562414266, | |
| "eval_loss": 4.443713188171387, | |
| "eval_runtime": 27.7032, | |
| "eval_samples_per_second": 88.654, | |
| "eval_steps_per_second": 22.164, | |
| "step": 1 | |
| }, | |
| { | |
| "epoch": 0.0013717421124828531, | |
| "grad_norm": 71.16844940185547, | |
| "learning_rate": 2e-05, | |
| "loss": 13.0793, | |
| "step": 2 | |
| }, | |
| { | |
| "epoch": 0.00205761316872428, | |
| "grad_norm": 63.57040023803711, | |
| "learning_rate": 3e-05, | |
| "loss": 13.3001, | |
| "step": 3 | |
| }, | |
| { | |
| "epoch": 0.0027434842249657062, | |
| "grad_norm": 71.31071472167969, | |
| "learning_rate": 4e-05, | |
| "loss": 13.4363, | |
| "step": 4 | |
| }, | |
| { | |
| "epoch": 0.003429355281207133, | |
| "grad_norm": 61.984378814697266, | |
| "learning_rate": 5e-05, | |
| "loss": 13.1256, | |
| "step": 5 | |
| }, | |
| { | |
| "epoch": 0.00411522633744856, | |
| "grad_norm": 60.95974349975586, | |
| "learning_rate": 6e-05, | |
| "loss": 12.2845, | |
| "step": 6 | |
| }, | |
| { | |
| "epoch": 0.004801097393689987, | |
| "grad_norm": 70.80992889404297, | |
| "learning_rate": 7e-05, | |
| "loss": 12.971, | |
| "step": 7 | |
| }, | |
| { | |
| "epoch": 0.0054869684499314125, | |
| "grad_norm": 72.67168426513672, | |
| "learning_rate": 8e-05, | |
| "loss": 13.1652, | |
| "step": 8 | |
| }, | |
| { | |
| "epoch": 0.006172839506172839, | |
| "grad_norm": 69.95319366455078, | |
| "learning_rate": 9e-05, | |
| "loss": 12.9721, | |
| "step": 9 | |
| }, | |
| { | |
| "epoch": 0.006858710562414266, | |
| "grad_norm": 66.83712768554688, | |
| "learning_rate": 0.0001, | |
| "loss": 12.2386, | |
| "step": 10 | |
| }, | |
| { | |
| "epoch": 0.0075445816186556925, | |
| "grad_norm": 72.75485229492188, | |
| "learning_rate": 9.999316524962345e-05, | |
| "loss": 12.2357, | |
| "step": 11 | |
| }, | |
| { | |
| "epoch": 0.00823045267489712, | |
| "grad_norm": 92.31208038330078, | |
| "learning_rate": 9.997266286704631e-05, | |
| "loss": 12.7908, | |
| "step": 12 | |
| }, | |
| { | |
| "epoch": 0.008916323731138546, | |
| "grad_norm": 65.39048767089844, | |
| "learning_rate": 9.993849845741524e-05, | |
| "loss": 12.2497, | |
| "step": 13 | |
| }, | |
| { | |
| "epoch": 0.009602194787379973, | |
| "grad_norm": 68.49154663085938, | |
| "learning_rate": 9.989068136093873e-05, | |
| "loss": 12.6654, | |
| "step": 14 | |
| }, | |
| { | |
| "epoch": 0.0102880658436214, | |
| "grad_norm": 66.04161834716797, | |
| "learning_rate": 9.98292246503335e-05, | |
| "loss": 12.4552, | |
| "step": 15 | |
| }, | |
| { | |
| "epoch": 0.010973936899862825, | |
| "grad_norm": 56.68210983276367, | |
| "learning_rate": 9.975414512725057e-05, | |
| "loss": 12.4398, | |
| "step": 16 | |
| }, | |
| { | |
| "epoch": 0.011659807956104253, | |
| "grad_norm": 49.466453552246094, | |
| "learning_rate": 9.966546331768191e-05, | |
| "loss": 12.1389, | |
| "step": 17 | |
| }, | |
| { | |
| "epoch": 0.012345679012345678, | |
| "grad_norm": 46.36783981323242, | |
| "learning_rate": 9.956320346634876e-05, | |
| "loss": 12.2582, | |
| "step": 18 | |
| }, | |
| { | |
| "epoch": 0.013031550068587106, | |
| "grad_norm": 51.09010314941406, | |
| "learning_rate": 9.944739353007344e-05, | |
| "loss": 12.5627, | |
| "step": 19 | |
| }, | |
| { | |
| "epoch": 0.013717421124828532, | |
| "grad_norm": 52.49543380737305, | |
| "learning_rate": 9.931806517013612e-05, | |
| "loss": 12.6529, | |
| "step": 20 | |
| }, | |
| { | |
| "epoch": 0.01440329218106996, | |
| "grad_norm": 50.82239532470703, | |
| "learning_rate": 9.917525374361912e-05, | |
| "loss": 12.0748, | |
| "step": 21 | |
| }, | |
| { | |
| "epoch": 0.015089163237311385, | |
| "grad_norm": 72.02286529541016, | |
| "learning_rate": 9.901899829374047e-05, | |
| "loss": 12.1251, | |
| "step": 22 | |
| }, | |
| { | |
| "epoch": 0.01577503429355281, | |
| "grad_norm": 60.11018371582031, | |
| "learning_rate": 9.884934153917997e-05, | |
| "loss": 12.3046, | |
| "step": 23 | |
| }, | |
| { | |
| "epoch": 0.01646090534979424, | |
| "grad_norm": 64.09599304199219, | |
| "learning_rate": 9.86663298624003e-05, | |
| "loss": 12.5902, | |
| "step": 24 | |
| }, | |
| { | |
| "epoch": 0.017146776406035666, | |
| "grad_norm": 63.138282775878906, | |
| "learning_rate": 9.847001329696653e-05, | |
| "loss": 11.8614, | |
| "step": 25 | |
| }, | |
| { | |
| "epoch": 0.01783264746227709, | |
| "grad_norm": 63.069915771484375, | |
| "learning_rate": 9.826044551386744e-05, | |
| "loss": 11.8111, | |
| "step": 26 | |
| }, | |
| { | |
| "epoch": 0.018518518518518517, | |
| "grad_norm": 69.37245178222656, | |
| "learning_rate": 9.803768380684242e-05, | |
| "loss": 11.8316, | |
| "step": 27 | |
| }, | |
| { | |
| "epoch": 0.019204389574759947, | |
| "grad_norm": 78.47577667236328, | |
| "learning_rate": 9.780178907671789e-05, | |
| "loss": 11.7579, | |
| "step": 28 | |
| }, | |
| { | |
| "epoch": 0.019890260631001373, | |
| "grad_norm": 73.54617309570312, | |
| "learning_rate": 9.755282581475769e-05, | |
| "loss": 12.3519, | |
| "step": 29 | |
| }, | |
| { | |
| "epoch": 0.0205761316872428, | |
| "grad_norm": 77.54486846923828, | |
| "learning_rate": 9.729086208503174e-05, | |
| "loss": 12.1354, | |
| "step": 30 | |
| }, | |
| { | |
| "epoch": 0.021262002743484224, | |
| "grad_norm": 93.95669555664062, | |
| "learning_rate": 9.701596950580806e-05, | |
| "loss": 11.8551, | |
| "step": 31 | |
| }, | |
| { | |
| "epoch": 0.02194787379972565, | |
| "grad_norm": 103.21463012695312, | |
| "learning_rate": 9.672822322997305e-05, | |
| "loss": 11.2373, | |
| "step": 32 | |
| }, | |
| { | |
| "epoch": 0.02263374485596708, | |
| "grad_norm": 94.34049224853516, | |
| "learning_rate": 9.642770192448536e-05, | |
| "loss": 12.1117, | |
| "step": 33 | |
| }, | |
| { | |
| "epoch": 0.023319615912208505, | |
| "grad_norm": 111.072021484375, | |
| "learning_rate": 9.611448774886924e-05, | |
| "loss": 11.9094, | |
| "step": 34 | |
| }, | |
| { | |
| "epoch": 0.02400548696844993, | |
| "grad_norm": 126.38433074951172, | |
| "learning_rate": 9.578866633275288e-05, | |
| "loss": 11.4785, | |
| "step": 35 | |
| }, | |
| { | |
| "epoch": 0.024691358024691357, | |
| "grad_norm": 184.5917510986328, | |
| "learning_rate": 9.545032675245813e-05, | |
| "loss": 11.7936, | |
| "step": 36 | |
| }, | |
| { | |
| "epoch": 0.025377229080932786, | |
| "grad_norm": 164.9213409423828, | |
| "learning_rate": 9.509956150664796e-05, | |
| "loss": 13.2435, | |
| "step": 37 | |
| }, | |
| { | |
| "epoch": 0.02606310013717421, | |
| "grad_norm": 159.38638305664062, | |
| "learning_rate": 9.473646649103818e-05, | |
| "loss": 12.3651, | |
| "step": 38 | |
| }, | |
| { | |
| "epoch": 0.026748971193415638, | |
| "grad_norm": 141.71275329589844, | |
| "learning_rate": 9.43611409721806e-05, | |
| "loss": 12.5131, | |
| "step": 39 | |
| }, | |
| { | |
| "epoch": 0.027434842249657063, | |
| "grad_norm": 144.12167358398438, | |
| "learning_rate": 9.397368756032445e-05, | |
| "loss": 12.9262, | |
| "step": 40 | |
| }, | |
| { | |
| "epoch": 0.028120713305898493, | |
| "grad_norm": 126.0718994140625, | |
| "learning_rate": 9.357421218136386e-05, | |
| "loss": 11.7807, | |
| "step": 41 | |
| }, | |
| { | |
| "epoch": 0.02880658436213992, | |
| "grad_norm": 106.75911712646484, | |
| "learning_rate": 9.316282404787871e-05, | |
| "loss": 11.3693, | |
| "step": 42 | |
| }, | |
| { | |
| "epoch": 0.029492455418381344, | |
| "grad_norm": 135.99990844726562, | |
| "learning_rate": 9.273963562927695e-05, | |
| "loss": 12.1318, | |
| "step": 43 | |
| }, | |
| { | |
| "epoch": 0.03017832647462277, | |
| "grad_norm": 119.16165924072266, | |
| "learning_rate": 9.230476262104677e-05, | |
| "loss": 12.5354, | |
| "step": 44 | |
| }, | |
| { | |
| "epoch": 0.030864197530864196, | |
| "grad_norm": 112.04950714111328, | |
| "learning_rate": 9.185832391312644e-05, | |
| "loss": 12.0471, | |
| "step": 45 | |
| }, | |
| { | |
| "epoch": 0.03155006858710562, | |
| "grad_norm": 80.7934799194336, | |
| "learning_rate": 9.140044155740101e-05, | |
| "loss": 10.8909, | |
| "step": 46 | |
| }, | |
| { | |
| "epoch": 0.03223593964334705, | |
| "grad_norm": 89.15470886230469, | |
| "learning_rate": 9.093124073433463e-05, | |
| "loss": 13.3376, | |
| "step": 47 | |
| }, | |
| { | |
| "epoch": 0.03292181069958848, | |
| "grad_norm": 99.22161102294922, | |
| "learning_rate": 9.045084971874738e-05, | |
| "loss": 11.9401, | |
| "step": 48 | |
| }, | |
| { | |
| "epoch": 0.033607681755829906, | |
| "grad_norm": 106.7686996459961, | |
| "learning_rate": 8.995939984474624e-05, | |
| "loss": 11.6899, | |
| "step": 49 | |
| }, | |
| { | |
| "epoch": 0.03429355281207133, | |
| "grad_norm": 109.92302703857422, | |
| "learning_rate": 8.945702546981969e-05, | |
| "loss": 14.7829, | |
| "step": 50 | |
| }, | |
| { | |
| "epoch": 0.03429355281207133, | |
| "eval_loss": 2.9941635131835938, | |
| "eval_runtime": 27.7028, | |
| "eval_samples_per_second": 88.655, | |
| "eval_steps_per_second": 22.164, | |
| "step": 50 | |
| }, | |
| { | |
| "epoch": 0.03497942386831276, | |
| "grad_norm": 97.6561279296875, | |
| "learning_rate": 8.894386393810563e-05, | |
| "loss": 11.9808, | |
| "step": 51 | |
| }, | |
| { | |
| "epoch": 0.03566529492455418, | |
| "grad_norm": 96.15821838378906, | |
| "learning_rate": 8.842005554284296e-05, | |
| "loss": 11.6438, | |
| "step": 52 | |
| }, | |
| { | |
| "epoch": 0.03635116598079561, | |
| "grad_norm": 93.45790100097656, | |
| "learning_rate": 8.788574348801675e-05, | |
| "loss": 11.8972, | |
| "step": 53 | |
| }, | |
| { | |
| "epoch": 0.037037037037037035, | |
| "grad_norm": 99.56314849853516, | |
| "learning_rate": 8.73410738492077e-05, | |
| "loss": 11.5736, | |
| "step": 54 | |
| }, | |
| { | |
| "epoch": 0.03772290809327846, | |
| "grad_norm": 106.13288879394531, | |
| "learning_rate": 8.678619553365659e-05, | |
| "loss": 11.4556, | |
| "step": 55 | |
| }, | |
| { | |
| "epoch": 0.038408779149519894, | |
| "grad_norm": 96.12564086914062, | |
| "learning_rate": 8.622126023955446e-05, | |
| "loss": 11.1414, | |
| "step": 56 | |
| }, | |
| { | |
| "epoch": 0.03909465020576132, | |
| "grad_norm": 90.1689224243164, | |
| "learning_rate": 8.564642241456986e-05, | |
| "loss": 10.6768, | |
| "step": 57 | |
| }, | |
| { | |
| "epoch": 0.039780521262002745, | |
| "grad_norm": 87.85713195800781, | |
| "learning_rate": 8.506183921362443e-05, | |
| "loss": 10.9586, | |
| "step": 58 | |
| }, | |
| { | |
| "epoch": 0.04046639231824417, | |
| "grad_norm": 97.65484619140625, | |
| "learning_rate": 8.44676704559283e-05, | |
| "loss": 11.26, | |
| "step": 59 | |
| }, | |
| { | |
| "epoch": 0.0411522633744856, | |
| "grad_norm": 86.68466186523438, | |
| "learning_rate": 8.386407858128706e-05, | |
| "loss": 10.6433, | |
| "step": 60 | |
| }, | |
| { | |
| "epoch": 0.04183813443072702, | |
| "grad_norm": 90.71621704101562, | |
| "learning_rate": 8.32512286056924e-05, | |
| "loss": 10.9786, | |
| "step": 61 | |
| }, | |
| { | |
| "epoch": 0.04252400548696845, | |
| "grad_norm": 102.1913070678711, | |
| "learning_rate": 8.262928807620843e-05, | |
| "loss": 11.2173, | |
| "step": 62 | |
| }, | |
| { | |
| "epoch": 0.043209876543209874, | |
| "grad_norm": 107.4554672241211, | |
| "learning_rate": 8.199842702516583e-05, | |
| "loss": 11.4049, | |
| "step": 63 | |
| }, | |
| { | |
| "epoch": 0.0438957475994513, | |
| "grad_norm": 127.98192596435547, | |
| "learning_rate": 8.135881792367686e-05, | |
| "loss": 11.8326, | |
| "step": 64 | |
| }, | |
| { | |
| "epoch": 0.04458161865569273, | |
| "grad_norm": 142.61886596679688, | |
| "learning_rate": 8.07106356344834e-05, | |
| "loss": 10.777, | |
| "step": 65 | |
| }, | |
| { | |
| "epoch": 0.04526748971193416, | |
| "grad_norm": 137.0384979248047, | |
| "learning_rate": 8.005405736415126e-05, | |
| "loss": 10.8837, | |
| "step": 66 | |
| }, | |
| { | |
| "epoch": 0.045953360768175584, | |
| "grad_norm": 104.60083770751953, | |
| "learning_rate": 7.938926261462366e-05, | |
| "loss": 10.6117, | |
| "step": 67 | |
| }, | |
| { | |
| "epoch": 0.04663923182441701, | |
| "grad_norm": 144.4799041748047, | |
| "learning_rate": 7.871643313414718e-05, | |
| "loss": 10.7832, | |
| "step": 68 | |
| }, | |
| { | |
| "epoch": 0.047325102880658436, | |
| "grad_norm": 144.327392578125, | |
| "learning_rate": 7.803575286758364e-05, | |
| "loss": 10.678, | |
| "step": 69 | |
| }, | |
| { | |
| "epoch": 0.04801097393689986, | |
| "grad_norm": 106.83956909179688, | |
| "learning_rate": 7.734740790612136e-05, | |
| "loss": 10.7744, | |
| "step": 70 | |
| }, | |
| { | |
| "epoch": 0.04869684499314129, | |
| "grad_norm": 101.54669952392578, | |
| "learning_rate": 7.66515864363997e-05, | |
| "loss": 10.3821, | |
| "step": 71 | |
| }, | |
| { | |
| "epoch": 0.04938271604938271, | |
| "grad_norm": 174.71713256835938, | |
| "learning_rate": 7.594847868906076e-05, | |
| "loss": 11.2289, | |
| "step": 72 | |
| }, | |
| { | |
| "epoch": 0.050068587105624146, | |
| "grad_norm": 106.94820404052734, | |
| "learning_rate": 7.52382768867422e-05, | |
| "loss": 10.9244, | |
| "step": 73 | |
| }, | |
| { | |
| "epoch": 0.05075445816186557, | |
| "grad_norm": 89.95751953125, | |
| "learning_rate": 7.452117519152542e-05, | |
| "loss": 10.5059, | |
| "step": 74 | |
| }, | |
| { | |
| "epoch": 0.051440329218107, | |
| "grad_norm": 103.03185272216797, | |
| "learning_rate": 7.379736965185368e-05, | |
| "loss": 11.336, | |
| "step": 75 | |
| }, | |
| { | |
| "epoch": 0.05212620027434842, | |
| "grad_norm": 102.09061431884766, | |
| "learning_rate": 7.30670581489344e-05, | |
| "loss": 10.6842, | |
| "step": 76 | |
| }, | |
| { | |
| "epoch": 0.05281207133058985, | |
| "grad_norm": 92.91813659667969, | |
| "learning_rate": 7.233044034264034e-05, | |
| "loss": 10.1746, | |
| "step": 77 | |
| }, | |
| { | |
| "epoch": 0.053497942386831275, | |
| "grad_norm": 124.47396087646484, | |
| "learning_rate": 7.158771761692464e-05, | |
| "loss": 11.1656, | |
| "step": 78 | |
| }, | |
| { | |
| "epoch": 0.0541838134430727, | |
| "grad_norm": 151.16917419433594, | |
| "learning_rate": 7.083909302476453e-05, | |
| "loss": 11.1178, | |
| "step": 79 | |
| }, | |
| { | |
| "epoch": 0.05486968449931413, | |
| "grad_norm": 177.20263671875, | |
| "learning_rate": 7.008477123264848e-05, | |
| "loss": 10.3579, | |
| "step": 80 | |
| }, | |
| { | |
| "epoch": 0.05555555555555555, | |
| "grad_norm": 118.05079650878906, | |
| "learning_rate": 6.932495846462261e-05, | |
| "loss": 10.2433, | |
| "step": 81 | |
| }, | |
| { | |
| "epoch": 0.056241426611796985, | |
| "grad_norm": 166.85604858398438, | |
| "learning_rate": 6.855986244591104e-05, | |
| "loss": 11.4896, | |
| "step": 82 | |
| }, | |
| { | |
| "epoch": 0.05692729766803841, | |
| "grad_norm": 128.1403350830078, | |
| "learning_rate": 6.778969234612584e-05, | |
| "loss": 10.527, | |
| "step": 83 | |
| }, | |
| { | |
| "epoch": 0.05761316872427984, | |
| "grad_norm": 146.47117614746094, | |
| "learning_rate": 6.701465872208216e-05, | |
| "loss": 11.5244, | |
| "step": 84 | |
| }, | |
| { | |
| "epoch": 0.05829903978052126, | |
| "grad_norm": 142.8417205810547, | |
| "learning_rate": 6.623497346023418e-05, | |
| "loss": 10.6936, | |
| "step": 85 | |
| }, | |
| { | |
| "epoch": 0.05898491083676269, | |
| "grad_norm": 108.32695007324219, | |
| "learning_rate": 6.545084971874738e-05, | |
| "loss": 11.2923, | |
| "step": 86 | |
| }, | |
| { | |
| "epoch": 0.059670781893004114, | |
| "grad_norm": 158.59515380859375, | |
| "learning_rate": 6.466250186922325e-05, | |
| "loss": 10.1826, | |
| "step": 87 | |
| }, | |
| { | |
| "epoch": 0.06035665294924554, | |
| "grad_norm": 112.02003479003906, | |
| "learning_rate": 6.387014543809223e-05, | |
| "loss": 10.3102, | |
| "step": 88 | |
| }, | |
| { | |
| "epoch": 0.061042524005486966, | |
| "grad_norm": 155.01995849609375, | |
| "learning_rate": 6.307399704769099e-05, | |
| "loss": 11.0932, | |
| "step": 89 | |
| }, | |
| { | |
| "epoch": 0.06172839506172839, | |
| "grad_norm": 132.44480895996094, | |
| "learning_rate": 6.227427435703997e-05, | |
| "loss": 10.1653, | |
| "step": 90 | |
| }, | |
| { | |
| "epoch": 0.062414266117969824, | |
| "grad_norm": 109.92094421386719, | |
| "learning_rate": 6.147119600233758e-05, | |
| "loss": 11.6779, | |
| "step": 91 | |
| }, | |
| { | |
| "epoch": 0.06310013717421124, | |
| "grad_norm": 106.69784545898438, | |
| "learning_rate": 6.066498153718735e-05, | |
| "loss": 9.6017, | |
| "step": 92 | |
| }, | |
| { | |
| "epoch": 0.06378600823045268, | |
| "grad_norm": 164.68478393554688, | |
| "learning_rate": 5.985585137257401e-05, | |
| "loss": 10.2169, | |
| "step": 93 | |
| }, | |
| { | |
| "epoch": 0.0644718792866941, | |
| "grad_norm": 114.99446868896484, | |
| "learning_rate": 5.90440267166055e-05, | |
| "loss": 11.2601, | |
| "step": 94 | |
| }, | |
| { | |
| "epoch": 0.06515775034293553, | |
| "grad_norm": 98.81483459472656, | |
| "learning_rate": 5.8229729514036705e-05, | |
| "loss": 11.1502, | |
| "step": 95 | |
| }, | |
| { | |
| "epoch": 0.06584362139917696, | |
| "grad_norm": 98.5564193725586, | |
| "learning_rate": 5.74131823855921e-05, | |
| "loss": 10.825, | |
| "step": 96 | |
| }, | |
| { | |
| "epoch": 0.06652949245541838, | |
| "grad_norm": 109.987548828125, | |
| "learning_rate": 5.6594608567103456e-05, | |
| "loss": 11.2937, | |
| "step": 97 | |
| }, | |
| { | |
| "epoch": 0.06721536351165981, | |
| "grad_norm": 117.61621856689453, | |
| "learning_rate": 5.577423184847932e-05, | |
| "loss": 11.0617, | |
| "step": 98 | |
| }, | |
| { | |
| "epoch": 0.06790123456790123, | |
| "grad_norm": 83.48066711425781, | |
| "learning_rate": 5.495227651252315e-05, | |
| "loss": 11.9516, | |
| "step": 99 | |
| }, | |
| { | |
| "epoch": 0.06858710562414266, | |
| "grad_norm": 84.93854522705078, | |
| "learning_rate": 5.4128967273616625e-05, | |
| "loss": 13.0961, | |
| "step": 100 | |
| }, | |
| { | |
| "epoch": 0.06858710562414266, | |
| "eval_loss": 2.767896890640259, | |
| "eval_runtime": 27.6432, | |
| "eval_samples_per_second": 88.846, | |
| "eval_steps_per_second": 22.212, | |
| "step": 100 | |
| }, | |
| { | |
| "epoch": 0.06927297668038408, | |
| "grad_norm": 116.80013275146484, | |
| "learning_rate": 5.330452921628497e-05, | |
| "loss": 10.8994, | |
| "step": 101 | |
| }, | |
| { | |
| "epoch": 0.06995884773662552, | |
| "grad_norm": 102.24729919433594, | |
| "learning_rate": 5.247918773366112e-05, | |
| "loss": 10.5693, | |
| "step": 102 | |
| }, | |
| { | |
| "epoch": 0.07064471879286695, | |
| "grad_norm": 118.9500503540039, | |
| "learning_rate": 5.165316846586541e-05, | |
| "loss": 11.0576, | |
| "step": 103 | |
| }, | |
| { | |
| "epoch": 0.07133058984910837, | |
| "grad_norm": 114.09745025634766, | |
| "learning_rate": 5.0826697238317935e-05, | |
| "loss": 10.9041, | |
| "step": 104 | |
| }, | |
| { | |
| "epoch": 0.0720164609053498, | |
| "grad_norm": 101.61298370361328, | |
| "learning_rate": 5e-05, | |
| "loss": 11.2616, | |
| "step": 105 | |
| }, | |
| { | |
| "epoch": 0.07270233196159122, | |
| "grad_norm": 104.95634460449219, | |
| "learning_rate": 4.917330276168208e-05, | |
| "loss": 10.8302, | |
| "step": 106 | |
| }, | |
| { | |
| "epoch": 0.07338820301783265, | |
| "grad_norm": 120.04218292236328, | |
| "learning_rate": 4.834683153413459e-05, | |
| "loss": 10.573, | |
| "step": 107 | |
| }, | |
| { | |
| "epoch": 0.07407407407407407, | |
| "grad_norm": 133.39187622070312, | |
| "learning_rate": 4.7520812266338885e-05, | |
| "loss": 10.9659, | |
| "step": 108 | |
| }, | |
| { | |
| "epoch": 0.0747599451303155, | |
| "grad_norm": 106.15190124511719, | |
| "learning_rate": 4.669547078371504e-05, | |
| "loss": 10.9749, | |
| "step": 109 | |
| }, | |
| { | |
| "epoch": 0.07544581618655692, | |
| "grad_norm": 121.06906127929688, | |
| "learning_rate": 4.5871032726383386e-05, | |
| "loss": 11.165, | |
| "step": 110 | |
| }, | |
| { | |
| "epoch": 0.07613168724279835, | |
| "grad_norm": 113.51752471923828, | |
| "learning_rate": 4.504772348747687e-05, | |
| "loss": 10.6913, | |
| "step": 111 | |
| }, | |
| { | |
| "epoch": 0.07681755829903979, | |
| "grad_norm": 111.4140853881836, | |
| "learning_rate": 4.4225768151520694e-05, | |
| "loss": 10.9188, | |
| "step": 112 | |
| }, | |
| { | |
| "epoch": 0.0775034293552812, | |
| "grad_norm": 108.21040344238281, | |
| "learning_rate": 4.3405391432896555e-05, | |
| "loss": 10.9079, | |
| "step": 113 | |
| }, | |
| { | |
| "epoch": 0.07818930041152264, | |
| "grad_norm": 126.95697784423828, | |
| "learning_rate": 4.2586817614407895e-05, | |
| "loss": 11.1894, | |
| "step": 114 | |
| }, | |
| { | |
| "epoch": 0.07887517146776406, | |
| "grad_norm": 118.61093139648438, | |
| "learning_rate": 4.17702704859633e-05, | |
| "loss": 10.6185, | |
| "step": 115 | |
| }, | |
| { | |
| "epoch": 0.07956104252400549, | |
| "grad_norm": 83.73309326171875, | |
| "learning_rate": 4.095597328339452e-05, | |
| "loss": 10.6591, | |
| "step": 116 | |
| }, | |
| { | |
| "epoch": 0.08024691358024691, | |
| "grad_norm": 98.3722152709961, | |
| "learning_rate": 4.0144148627425993e-05, | |
| "loss": 10.917, | |
| "step": 117 | |
| }, | |
| { | |
| "epoch": 0.08093278463648834, | |
| "grad_norm": 83.13345336914062, | |
| "learning_rate": 3.933501846281267e-05, | |
| "loss": 10.42, | |
| "step": 118 | |
| }, | |
| { | |
| "epoch": 0.08161865569272976, | |
| "grad_norm": 92.0757827758789, | |
| "learning_rate": 3.852880399766243e-05, | |
| "loss": 10.4654, | |
| "step": 119 | |
| }, | |
| { | |
| "epoch": 0.0823045267489712, | |
| "grad_norm": 94.01953125, | |
| "learning_rate": 3.772572564296005e-05, | |
| "loss": 10.0288, | |
| "step": 120 | |
| }, | |
| { | |
| "epoch": 0.08299039780521263, | |
| "grad_norm": 71.66029357910156, | |
| "learning_rate": 3.6926002952309016e-05, | |
| "loss": 10.1073, | |
| "step": 121 | |
| }, | |
| { | |
| "epoch": 0.08367626886145405, | |
| "grad_norm": 76.70323181152344, | |
| "learning_rate": 3.612985456190778e-05, | |
| "loss": 11.1978, | |
| "step": 122 | |
| }, | |
| { | |
| "epoch": 0.08436213991769548, | |
| "grad_norm": 89.28335571289062, | |
| "learning_rate": 3.533749813077677e-05, | |
| "loss": 10.6591, | |
| "step": 123 | |
| }, | |
| { | |
| "epoch": 0.0850480109739369, | |
| "grad_norm": 79.22374725341797, | |
| "learning_rate": 3.4549150281252636e-05, | |
| "loss": 10.958, | |
| "step": 124 | |
| }, | |
| { | |
| "epoch": 0.08573388203017833, | |
| "grad_norm": 81.43111419677734, | |
| "learning_rate": 3.3765026539765834e-05, | |
| "loss": 10.8824, | |
| "step": 125 | |
| }, | |
| { | |
| "epoch": 0.08641975308641975, | |
| "grad_norm": 88.76519775390625, | |
| "learning_rate": 3.298534127791785e-05, | |
| "loss": 10.3693, | |
| "step": 126 | |
| }, | |
| { | |
| "epoch": 0.08710562414266118, | |
| "grad_norm": 88.95154571533203, | |
| "learning_rate": 3.221030765387417e-05, | |
| "loss": 10.4823, | |
| "step": 127 | |
| }, | |
| { | |
| "epoch": 0.0877914951989026, | |
| "grad_norm": 83.26634216308594, | |
| "learning_rate": 3.144013755408895e-05, | |
| "loss": 10.3776, | |
| "step": 128 | |
| }, | |
| { | |
| "epoch": 0.08847736625514403, | |
| "grad_norm": 71.29374694824219, | |
| "learning_rate": 3.0675041535377405e-05, | |
| "loss": 10.2486, | |
| "step": 129 | |
| }, | |
| { | |
| "epoch": 0.08916323731138547, | |
| "grad_norm": 74.10224151611328, | |
| "learning_rate": 2.991522876735154e-05, | |
| "loss": 9.7498, | |
| "step": 130 | |
| }, | |
| { | |
| "epoch": 0.08984910836762688, | |
| "grad_norm": 93.9678955078125, | |
| "learning_rate": 2.916090697523549e-05, | |
| "loss": 11.2849, | |
| "step": 131 | |
| }, | |
| { | |
| "epoch": 0.09053497942386832, | |
| "grad_norm": 90.89468383789062, | |
| "learning_rate": 2.8412282383075363e-05, | |
| "loss": 10.5972, | |
| "step": 132 | |
| }, | |
| { | |
| "epoch": 0.09122085048010974, | |
| "grad_norm": 89.09439849853516, | |
| "learning_rate": 2.766955965735968e-05, | |
| "loss": 11.0438, | |
| "step": 133 | |
| }, | |
| { | |
| "epoch": 0.09190672153635117, | |
| "grad_norm": 83.01602935791016, | |
| "learning_rate": 2.693294185106562e-05, | |
| "loss": 11.3951, | |
| "step": 134 | |
| }, | |
| { | |
| "epoch": 0.09259259259259259, | |
| "grad_norm": 97.12364196777344, | |
| "learning_rate": 2.6202630348146324e-05, | |
| "loss": 10.9804, | |
| "step": 135 | |
| }, | |
| { | |
| "epoch": 0.09327846364883402, | |
| "grad_norm": 81.45047760009766, | |
| "learning_rate": 2.547882480847461e-05, | |
| "loss": 10.2185, | |
| "step": 136 | |
| }, | |
| { | |
| "epoch": 0.09396433470507544, | |
| "grad_norm": 104.84080505371094, | |
| "learning_rate": 2.476172311325783e-05, | |
| "loss": 10.3834, | |
| "step": 137 | |
| }, | |
| { | |
| "epoch": 0.09465020576131687, | |
| "grad_norm": 87.71990203857422, | |
| "learning_rate": 2.405152131093926e-05, | |
| "loss": 11.7378, | |
| "step": 138 | |
| }, | |
| { | |
| "epoch": 0.0953360768175583, | |
| "grad_norm": 88.87088012695312, | |
| "learning_rate": 2.3348413563600325e-05, | |
| "loss": 10.5149, | |
| "step": 139 | |
| }, | |
| { | |
| "epoch": 0.09602194787379972, | |
| "grad_norm": 87.34343719482422, | |
| "learning_rate": 2.2652592093878666e-05, | |
| "loss": 11.413, | |
| "step": 140 | |
| }, | |
| { | |
| "epoch": 0.09670781893004116, | |
| "grad_norm": 77.03406524658203, | |
| "learning_rate": 2.196424713241637e-05, | |
| "loss": 9.7402, | |
| "step": 141 | |
| }, | |
| { | |
| "epoch": 0.09739368998628258, | |
| "grad_norm": 89.15251922607422, | |
| "learning_rate": 2.128356686585282e-05, | |
| "loss": 9.4749, | |
| "step": 142 | |
| }, | |
| { | |
| "epoch": 0.09807956104252401, | |
| "grad_norm": 93.92284393310547, | |
| "learning_rate": 2.061073738537635e-05, | |
| "loss": 10.3826, | |
| "step": 143 | |
| }, | |
| { | |
| "epoch": 0.09876543209876543, | |
| "grad_norm": 76.36550903320312, | |
| "learning_rate": 1.9945942635848748e-05, | |
| "loss": 9.8798, | |
| "step": 144 | |
| }, | |
| { | |
| "epoch": 0.09945130315500686, | |
| "grad_norm": 70.09993743896484, | |
| "learning_rate": 1.928936436551661e-05, | |
| "loss": 9.4255, | |
| "step": 145 | |
| }, | |
| { | |
| "epoch": 0.10013717421124829, | |
| "grad_norm": 117.6426773071289, | |
| "learning_rate": 1.8641182076323148e-05, | |
| "loss": 11.0201, | |
| "step": 146 | |
| }, | |
| { | |
| "epoch": 0.10082304526748971, | |
| "grad_norm": 83.5998306274414, | |
| "learning_rate": 1.800157297483417e-05, | |
| "loss": 10.8441, | |
| "step": 147 | |
| }, | |
| { | |
| "epoch": 0.10150891632373114, | |
| "grad_norm": 81.80438232421875, | |
| "learning_rate": 1.7370711923791567e-05, | |
| "loss": 10.3606, | |
| "step": 148 | |
| }, | |
| { | |
| "epoch": 0.10219478737997256, | |
| "grad_norm": 65.09898376464844, | |
| "learning_rate": 1.6748771394307585e-05, | |
| "loss": 9.8531, | |
| "step": 149 | |
| }, | |
| { | |
| "epoch": 0.102880658436214, | |
| "grad_norm": 74.46653747558594, | |
| "learning_rate": 1.6135921418712956e-05, | |
| "loss": 10.4314, | |
| "step": 150 | |
| }, | |
| { | |
| "epoch": 0.102880658436214, | |
| "eval_loss": 2.5873875617980957, | |
| "eval_runtime": 27.6802, | |
| "eval_samples_per_second": 88.728, | |
| "eval_steps_per_second": 22.182, | |
| "step": 150 | |
| }, | |
| { | |
| "epoch": 0.10356652949245541, | |
| "grad_norm": 70.4255599975586, | |
| "learning_rate": 1.553232954407171e-05, | |
| "loss": 10.7022, | |
| "step": 151 | |
| }, | |
| { | |
| "epoch": 0.10425240054869685, | |
| "grad_norm": 72.38617706298828, | |
| "learning_rate": 1.4938160786375572e-05, | |
| "loss": 10.7702, | |
| "step": 152 | |
| }, | |
| { | |
| "epoch": 0.10493827160493827, | |
| "grad_norm": 69.93809509277344, | |
| "learning_rate": 1.435357758543015e-05, | |
| "loss": 10.4283, | |
| "step": 153 | |
| }, | |
| { | |
| "epoch": 0.1056241426611797, | |
| "grad_norm": 77.07926177978516, | |
| "learning_rate": 1.3778739760445552e-05, | |
| "loss": 10.2906, | |
| "step": 154 | |
| }, | |
| { | |
| "epoch": 0.10631001371742113, | |
| "grad_norm": 70.95220184326172, | |
| "learning_rate": 1.3213804466343421e-05, | |
| "loss": 10.3806, | |
| "step": 155 | |
| }, | |
| { | |
| "epoch": 0.10699588477366255, | |
| "grad_norm": 65.11528015136719, | |
| "learning_rate": 1.2658926150792322e-05, | |
| "loss": 10.3674, | |
| "step": 156 | |
| }, | |
| { | |
| "epoch": 0.10768175582990398, | |
| "grad_norm": 67.45489501953125, | |
| "learning_rate": 1.2114256511983274e-05, | |
| "loss": 10.4724, | |
| "step": 157 | |
| }, | |
| { | |
| "epoch": 0.1083676268861454, | |
| "grad_norm": 67.21087646484375, | |
| "learning_rate": 1.157994445715706e-05, | |
| "loss": 10.1885, | |
| "step": 158 | |
| }, | |
| { | |
| "epoch": 0.10905349794238683, | |
| "grad_norm": 71.32520294189453, | |
| "learning_rate": 1.1056136061894384e-05, | |
| "loss": 10.1943, | |
| "step": 159 | |
| }, | |
| { | |
| "epoch": 0.10973936899862825, | |
| "grad_norm": 70.40990447998047, | |
| "learning_rate": 1.0542974530180327e-05, | |
| "loss": 10.1976, | |
| "step": 160 | |
| }, | |
| { | |
| "epoch": 0.11042524005486969, | |
| "grad_norm": 68.82344818115234, | |
| "learning_rate": 1.0040600155253765e-05, | |
| "loss": 9.78, | |
| "step": 161 | |
| }, | |
| { | |
| "epoch": 0.1111111111111111, | |
| "grad_norm": 66.81336975097656, | |
| "learning_rate": 9.549150281252633e-06, | |
| "loss": 9.8149, | |
| "step": 162 | |
| }, | |
| { | |
| "epoch": 0.11179698216735254, | |
| "grad_norm": 69.47315979003906, | |
| "learning_rate": 9.068759265665384e-06, | |
| "loss": 10.1638, | |
| "step": 163 | |
| }, | |
| { | |
| "epoch": 0.11248285322359397, | |
| "grad_norm": 68.41928100585938, | |
| "learning_rate": 8.599558442598998e-06, | |
| "loss": 10.8401, | |
| "step": 164 | |
| }, | |
| { | |
| "epoch": 0.11316872427983539, | |
| "grad_norm": 68.94377136230469, | |
| "learning_rate": 8.141676086873572e-06, | |
| "loss": 10.735, | |
| "step": 165 | |
| }, | |
| { | |
| "epoch": 0.11385459533607682, | |
| "grad_norm": 64.20032501220703, | |
| "learning_rate": 7.695237378953223e-06, | |
| "loss": 10.3732, | |
| "step": 166 | |
| }, | |
| { | |
| "epoch": 0.11454046639231824, | |
| "grad_norm": 78.93729400634766, | |
| "learning_rate": 7.260364370723044e-06, | |
| "loss": 10.5986, | |
| "step": 167 | |
| }, | |
| { | |
| "epoch": 0.11522633744855967, | |
| "grad_norm": 69.44711303710938, | |
| "learning_rate": 6.837175952121306e-06, | |
| "loss": 10.57, | |
| "step": 168 | |
| }, | |
| { | |
| "epoch": 0.11591220850480109, | |
| "grad_norm": 84.74750518798828, | |
| "learning_rate": 6.425787818636131e-06, | |
| "loss": 10.4673, | |
| "step": 169 | |
| }, | |
| { | |
| "epoch": 0.11659807956104253, | |
| "grad_norm": 63.21523666381836, | |
| "learning_rate": 6.026312439675552e-06, | |
| "loss": 9.6459, | |
| "step": 170 | |
| }, | |
| { | |
| "epoch": 0.11728395061728394, | |
| "grad_norm": 63.81535720825195, | |
| "learning_rate": 5.6388590278194096e-06, | |
| "loss": 10.5836, | |
| "step": 171 | |
| }, | |
| { | |
| "epoch": 0.11796982167352538, | |
| "grad_norm": 74.9435806274414, | |
| "learning_rate": 5.263533508961827e-06, | |
| "loss": 10.21, | |
| "step": 172 | |
| }, | |
| { | |
| "epoch": 0.11865569272976681, | |
| "grad_norm": 80.28829193115234, | |
| "learning_rate": 4.900438493352055e-06, | |
| "loss": 9.9517, | |
| "step": 173 | |
| }, | |
| { | |
| "epoch": 0.11934156378600823, | |
| "grad_norm": 56.12078857421875, | |
| "learning_rate": 4.549673247541875e-06, | |
| "loss": 10.2741, | |
| "step": 174 | |
| }, | |
| { | |
| "epoch": 0.12002743484224966, | |
| "grad_norm": 60.06998062133789, | |
| "learning_rate": 4.2113336672471245e-06, | |
| "loss": 9.9261, | |
| "step": 175 | |
| }, | |
| { | |
| "epoch": 0.12071330589849108, | |
| "grad_norm": 68.69584655761719, | |
| "learning_rate": 3.885512251130763e-06, | |
| "loss": 10.1702, | |
| "step": 176 | |
| }, | |
| { | |
| "epoch": 0.12139917695473251, | |
| "grad_norm": 83.58258819580078, | |
| "learning_rate": 3.5722980755146517e-06, | |
| "loss": 10.7339, | |
| "step": 177 | |
| }, | |
| { | |
| "epoch": 0.12208504801097393, | |
| "grad_norm": 67.84488677978516, | |
| "learning_rate": 3.271776770026963e-06, | |
| "loss": 10.5149, | |
| "step": 178 | |
| }, | |
| { | |
| "epoch": 0.12277091906721536, | |
| "grad_norm": 73.4597396850586, | |
| "learning_rate": 2.9840304941919415e-06, | |
| "loss": 9.5782, | |
| "step": 179 | |
| }, | |
| { | |
| "epoch": 0.12345679012345678, | |
| "grad_norm": 79.10492706298828, | |
| "learning_rate": 2.7091379149682685e-06, | |
| "loss": 10.292, | |
| "step": 180 | |
| }, | |
| { | |
| "epoch": 0.12414266117969822, | |
| "grad_norm": 73.77743530273438, | |
| "learning_rate": 2.4471741852423237e-06, | |
| "loss": 11.2363, | |
| "step": 181 | |
| }, | |
| { | |
| "epoch": 0.12482853223593965, | |
| "grad_norm": 59.835994720458984, | |
| "learning_rate": 2.1982109232821178e-06, | |
| "loss": 10.7522, | |
| "step": 182 | |
| }, | |
| { | |
| "epoch": 0.12551440329218108, | |
| "grad_norm": 68.94219207763672, | |
| "learning_rate": 1.962316193157593e-06, | |
| "loss": 10.9599, | |
| "step": 183 | |
| }, | |
| { | |
| "epoch": 0.1262002743484225, | |
| "grad_norm": 68.62545776367188, | |
| "learning_rate": 1.7395544861325718e-06, | |
| "loss": 9.8215, | |
| "step": 184 | |
| }, | |
| { | |
| "epoch": 0.12688614540466392, | |
| "grad_norm": 71.54290771484375, | |
| "learning_rate": 1.5299867030334814e-06, | |
| "loss": 10.4858, | |
| "step": 185 | |
| }, | |
| { | |
| "epoch": 0.12757201646090535, | |
| "grad_norm": 73.2717514038086, | |
| "learning_rate": 1.333670137599713e-06, | |
| "loss": 10.229, | |
| "step": 186 | |
| }, | |
| { | |
| "epoch": 0.12825788751714678, | |
| "grad_norm": 83.46717834472656, | |
| "learning_rate": 1.1506584608200367e-06, | |
| "loss": 10.071, | |
| "step": 187 | |
| }, | |
| { | |
| "epoch": 0.1289437585733882, | |
| "grad_norm": 61.62462615966797, | |
| "learning_rate": 9.810017062595322e-07, | |
| "loss": 9.9997, | |
| "step": 188 | |
| }, | |
| { | |
| "epoch": 0.12962962962962962, | |
| "grad_norm": 65.07300567626953, | |
| "learning_rate": 8.247462563808817e-07, | |
| "loss": 9.7776, | |
| "step": 189 | |
| }, | |
| { | |
| "epoch": 0.13031550068587106, | |
| "grad_norm": 70.35834503173828, | |
| "learning_rate": 6.819348298638839e-07, | |
| "loss": 9.5993, | |
| "step": 190 | |
| }, | |
| { | |
| "epoch": 0.1310013717421125, | |
| "grad_norm": 68.59699249267578, | |
| "learning_rate": 5.526064699265753e-07, | |
| "loss": 10.057, | |
| "step": 191 | |
| }, | |
| { | |
| "epoch": 0.13168724279835392, | |
| "grad_norm": 84.115966796875, | |
| "learning_rate": 4.367965336512403e-07, | |
| "loss": 9.7622, | |
| "step": 192 | |
| }, | |
| { | |
| "epoch": 0.13237311385459533, | |
| "grad_norm": 72.11085510253906, | |
| "learning_rate": 3.3453668231809286e-07, | |
| "loss": 9.7314, | |
| "step": 193 | |
| }, | |
| { | |
| "epoch": 0.13305898491083676, | |
| "grad_norm": 55.28156661987305, | |
| "learning_rate": 2.458548727494292e-07, | |
| "loss": 9.8484, | |
| "step": 194 | |
| }, | |
| { | |
| "epoch": 0.1337448559670782, | |
| "grad_norm": 70.85758972167969, | |
| "learning_rate": 1.7077534966650766e-07, | |
| "loss": 9.7574, | |
| "step": 195 | |
| }, | |
| { | |
| "epoch": 0.13443072702331962, | |
| "grad_norm": 66.05179595947266, | |
| "learning_rate": 1.0931863906127327e-07, | |
| "loss": 9.0654, | |
| "step": 196 | |
| }, | |
| { | |
| "epoch": 0.13511659807956103, | |
| "grad_norm": 60.33279037475586, | |
| "learning_rate": 6.150154258476315e-08, | |
| "loss": 10.2341, | |
| "step": 197 | |
| }, | |
| { | |
| "epoch": 0.13580246913580246, | |
| "grad_norm": 70.23603820800781, | |
| "learning_rate": 2.7337132953697554e-08, | |
| "loss": 9.7082, | |
| "step": 198 | |
| }, | |
| { | |
| "epoch": 0.1364883401920439, | |
| "grad_norm": 60.87910842895508, | |
| "learning_rate": 6.834750376549792e-09, | |
| "loss": 10.2319, | |
| "step": 199 | |
| }, | |
| { | |
| "epoch": 0.13717421124828533, | |
| "grad_norm": 88.05852508544922, | |
| "learning_rate": 0.0, | |
| "loss": 14.9627, | |
| "step": 200 | |
| }, | |
| { | |
| "epoch": 0.13717421124828533, | |
| "eval_loss": 2.5416412353515625, | |
| "eval_runtime": 27.7018, | |
| "eval_samples_per_second": 88.659, | |
| "eval_steps_per_second": 22.165, | |
| "step": 200 | |
| } | |
| ], | |
| "logging_steps": 1, | |
| "max_steps": 200, | |
| "num_input_tokens_seen": 0, | |
| "num_train_epochs": 1, | |
| "save_steps": 50, | |
| "stateful_callbacks": { | |
| "EarlyStoppingCallback": { | |
| "args": { | |
| "early_stopping_patience": 5, | |
| "early_stopping_threshold": 0.0 | |
| }, | |
| "attributes": { | |
| "early_stopping_patience_counter": 0 | |
| } | |
| }, | |
| "TrainerControl": { | |
| "args": { | |
| "should_epoch_stop": false, | |
| "should_evaluate": false, | |
| "should_log": false, | |
| "should_save": true, | |
| "should_training_stop": true | |
| }, | |
| "attributes": {} | |
| } | |
| }, | |
| "total_flos": 1.49024359317504e+16, | |
| "train_batch_size": 8, | |
| "trial_name": null, | |
| "trial_params": null | |
| } | |