| { | |
| "best_metric": 0.7657567262649536, | |
| "best_model_checkpoint": "miner_id_24/checkpoint-150", | |
| "epoch": 0.08241758241758242, | |
| "eval_steps": 50, | |
| "global_step": 150, | |
| "is_hyper_param_search": false, | |
| "is_local_process_zero": true, | |
| "is_world_process_zero": true, | |
| "log_history": [ | |
| { | |
| "epoch": 0.0005494505494505495, | |
| "grad_norm": 10.20637035369873, | |
| "learning_rate": 1e-05, | |
| "loss": 1.7034, | |
| "step": 1 | |
| }, | |
| { | |
| "epoch": 0.0005494505494505495, | |
| "eval_loss": 2.4982120990753174, | |
| "eval_runtime": 246.1723, | |
| "eval_samples_per_second": 12.455, | |
| "eval_steps_per_second": 3.116, | |
| "step": 1 | |
| }, | |
| { | |
| "epoch": 0.001098901098901099, | |
| "grad_norm": 11.44153118133545, | |
| "learning_rate": 2e-05, | |
| "loss": 2.029, | |
| "step": 2 | |
| }, | |
| { | |
| "epoch": 0.0016483516483516484, | |
| "grad_norm": 11.39004135131836, | |
| "learning_rate": 3e-05, | |
| "loss": 1.9351, | |
| "step": 3 | |
| }, | |
| { | |
| "epoch": 0.002197802197802198, | |
| "grad_norm": 12.599936485290527, | |
| "learning_rate": 4e-05, | |
| "loss": 1.6733, | |
| "step": 4 | |
| }, | |
| { | |
| "epoch": 0.0027472527472527475, | |
| "grad_norm": 9.226388931274414, | |
| "learning_rate": 5e-05, | |
| "loss": 1.5285, | |
| "step": 5 | |
| }, | |
| { | |
| "epoch": 0.0032967032967032967, | |
| "grad_norm": 7.024893283843994, | |
| "learning_rate": 6e-05, | |
| "loss": 1.147, | |
| "step": 6 | |
| }, | |
| { | |
| "epoch": 0.0038461538461538464, | |
| "grad_norm": 8.669913291931152, | |
| "learning_rate": 7e-05, | |
| "loss": 1.2284, | |
| "step": 7 | |
| }, | |
| { | |
| "epoch": 0.004395604395604396, | |
| "grad_norm": 7.4318156242370605, | |
| "learning_rate": 8e-05, | |
| "loss": 0.9729, | |
| "step": 8 | |
| }, | |
| { | |
| "epoch": 0.004945054945054945, | |
| "grad_norm": 7.1173996925354, | |
| "learning_rate": 9e-05, | |
| "loss": 0.9166, | |
| "step": 9 | |
| }, | |
| { | |
| "epoch": 0.005494505494505495, | |
| "grad_norm": 7.444589138031006, | |
| "learning_rate": 0.0001, | |
| "loss": 1.1277, | |
| "step": 10 | |
| }, | |
| { | |
| "epoch": 0.006043956043956044, | |
| "grad_norm": 6.673343658447266, | |
| "learning_rate": 9.999316524962345e-05, | |
| "loss": 0.9009, | |
| "step": 11 | |
| }, | |
| { | |
| "epoch": 0.006593406593406593, | |
| "grad_norm": 5.152169704437256, | |
| "learning_rate": 9.997266286704631e-05, | |
| "loss": 0.9832, | |
| "step": 12 | |
| }, | |
| { | |
| "epoch": 0.007142857142857143, | |
| "grad_norm": 5.281370639801025, | |
| "learning_rate": 9.993849845741524e-05, | |
| "loss": 0.8636, | |
| "step": 13 | |
| }, | |
| { | |
| "epoch": 0.007692307692307693, | |
| "grad_norm": 4.680879592895508, | |
| "learning_rate": 9.989068136093873e-05, | |
| "loss": 0.8871, | |
| "step": 14 | |
| }, | |
| { | |
| "epoch": 0.008241758241758242, | |
| "grad_norm": 4.400333881378174, | |
| "learning_rate": 9.98292246503335e-05, | |
| "loss": 0.9835, | |
| "step": 15 | |
| }, | |
| { | |
| "epoch": 0.008791208791208791, | |
| "grad_norm": 5.351457595825195, | |
| "learning_rate": 9.975414512725057e-05, | |
| "loss": 0.8755, | |
| "step": 16 | |
| }, | |
| { | |
| "epoch": 0.00934065934065934, | |
| "grad_norm": 4.729643821716309, | |
| "learning_rate": 9.966546331768191e-05, | |
| "loss": 0.9769, | |
| "step": 17 | |
| }, | |
| { | |
| "epoch": 0.00989010989010989, | |
| "grad_norm": 4.137618064880371, | |
| "learning_rate": 9.956320346634876e-05, | |
| "loss": 0.846, | |
| "step": 18 | |
| }, | |
| { | |
| "epoch": 0.010439560439560439, | |
| "grad_norm": 4.284829139709473, | |
| "learning_rate": 9.944739353007344e-05, | |
| "loss": 0.8022, | |
| "step": 19 | |
| }, | |
| { | |
| "epoch": 0.01098901098901099, | |
| "grad_norm": 5.623097896575928, | |
| "learning_rate": 9.931806517013612e-05, | |
| "loss": 0.8643, | |
| "step": 20 | |
| }, | |
| { | |
| "epoch": 0.011538461538461539, | |
| "grad_norm": 4.570623397827148, | |
| "learning_rate": 9.917525374361912e-05, | |
| "loss": 0.8482, | |
| "step": 21 | |
| }, | |
| { | |
| "epoch": 0.012087912087912088, | |
| "grad_norm": 5.434322357177734, | |
| "learning_rate": 9.901899829374047e-05, | |
| "loss": 0.9303, | |
| "step": 22 | |
| }, | |
| { | |
| "epoch": 0.012637362637362638, | |
| "grad_norm": 5.448188781738281, | |
| "learning_rate": 9.884934153917997e-05, | |
| "loss": 1.0636, | |
| "step": 23 | |
| }, | |
| { | |
| "epoch": 0.013186813186813187, | |
| "grad_norm": 5.108726501464844, | |
| "learning_rate": 9.86663298624003e-05, | |
| "loss": 1.056, | |
| "step": 24 | |
| }, | |
| { | |
| "epoch": 0.013736263736263736, | |
| "grad_norm": 4.536986351013184, | |
| "learning_rate": 9.847001329696653e-05, | |
| "loss": 0.9214, | |
| "step": 25 | |
| }, | |
| { | |
| "epoch": 0.014285714285714285, | |
| "grad_norm": 4.402527809143066, | |
| "learning_rate": 9.826044551386744e-05, | |
| "loss": 0.712, | |
| "step": 26 | |
| }, | |
| { | |
| "epoch": 0.014835164835164835, | |
| "grad_norm": 4.430077075958252, | |
| "learning_rate": 9.803768380684242e-05, | |
| "loss": 0.9547, | |
| "step": 27 | |
| }, | |
| { | |
| "epoch": 0.015384615384615385, | |
| "grad_norm": 3.4363932609558105, | |
| "learning_rate": 9.780178907671789e-05, | |
| "loss": 0.7263, | |
| "step": 28 | |
| }, | |
| { | |
| "epoch": 0.015934065934065933, | |
| "grad_norm": 4.152787685394287, | |
| "learning_rate": 9.755282581475769e-05, | |
| "loss": 0.7906, | |
| "step": 29 | |
| }, | |
| { | |
| "epoch": 0.016483516483516484, | |
| "grad_norm": 4.174340724945068, | |
| "learning_rate": 9.729086208503174e-05, | |
| "loss": 0.9927, | |
| "step": 30 | |
| }, | |
| { | |
| "epoch": 0.01703296703296703, | |
| "grad_norm": 4.010305881500244, | |
| "learning_rate": 9.701596950580806e-05, | |
| "loss": 0.9093, | |
| "step": 31 | |
| }, | |
| { | |
| "epoch": 0.017582417582417582, | |
| "grad_norm": 3.8751678466796875, | |
| "learning_rate": 9.672822322997305e-05, | |
| "loss": 0.7975, | |
| "step": 32 | |
| }, | |
| { | |
| "epoch": 0.018131868131868133, | |
| "grad_norm": 3.810492992401123, | |
| "learning_rate": 9.642770192448536e-05, | |
| "loss": 0.8229, | |
| "step": 33 | |
| }, | |
| { | |
| "epoch": 0.01868131868131868, | |
| "grad_norm": 3.694744110107422, | |
| "learning_rate": 9.611448774886924e-05, | |
| "loss": 0.8752, | |
| "step": 34 | |
| }, | |
| { | |
| "epoch": 0.019230769230769232, | |
| "grad_norm": 3.96274733543396, | |
| "learning_rate": 9.578866633275288e-05, | |
| "loss": 0.6688, | |
| "step": 35 | |
| }, | |
| { | |
| "epoch": 0.01978021978021978, | |
| "grad_norm": 4.120517730712891, | |
| "learning_rate": 9.545032675245813e-05, | |
| "loss": 0.747, | |
| "step": 36 | |
| }, | |
| { | |
| "epoch": 0.02032967032967033, | |
| "grad_norm": 4.018519878387451, | |
| "learning_rate": 9.509956150664796e-05, | |
| "loss": 0.6797, | |
| "step": 37 | |
| }, | |
| { | |
| "epoch": 0.020879120879120878, | |
| "grad_norm": 4.266332626342773, | |
| "learning_rate": 9.473646649103818e-05, | |
| "loss": 0.8611, | |
| "step": 38 | |
| }, | |
| { | |
| "epoch": 0.02142857142857143, | |
| "grad_norm": 4.074350833892822, | |
| "learning_rate": 9.43611409721806e-05, | |
| "loss": 0.7577, | |
| "step": 39 | |
| }, | |
| { | |
| "epoch": 0.02197802197802198, | |
| "grad_norm": 3.547234535217285, | |
| "learning_rate": 9.397368756032445e-05, | |
| "loss": 0.808, | |
| "step": 40 | |
| }, | |
| { | |
| "epoch": 0.022527472527472527, | |
| "grad_norm": 4.03273344039917, | |
| "learning_rate": 9.357421218136386e-05, | |
| "loss": 0.7009, | |
| "step": 41 | |
| }, | |
| { | |
| "epoch": 0.023076923076923078, | |
| "grad_norm": 5.0143537521362305, | |
| "learning_rate": 9.316282404787871e-05, | |
| "loss": 0.9845, | |
| "step": 42 | |
| }, | |
| { | |
| "epoch": 0.023626373626373626, | |
| "grad_norm": 3.6202425956726074, | |
| "learning_rate": 9.273963562927695e-05, | |
| "loss": 0.8286, | |
| "step": 43 | |
| }, | |
| { | |
| "epoch": 0.024175824175824177, | |
| "grad_norm": 3.7478301525115967, | |
| "learning_rate": 9.230476262104677e-05, | |
| "loss": 0.7181, | |
| "step": 44 | |
| }, | |
| { | |
| "epoch": 0.024725274725274724, | |
| "grad_norm": 3.7263989448547363, | |
| "learning_rate": 9.185832391312644e-05, | |
| "loss": 0.6388, | |
| "step": 45 | |
| }, | |
| { | |
| "epoch": 0.025274725274725275, | |
| "grad_norm": 4.423315525054932, | |
| "learning_rate": 9.140044155740101e-05, | |
| "loss": 0.7229, | |
| "step": 46 | |
| }, | |
| { | |
| "epoch": 0.025824175824175823, | |
| "grad_norm": 3.4380674362182617, | |
| "learning_rate": 9.093124073433463e-05, | |
| "loss": 0.6488, | |
| "step": 47 | |
| }, | |
| { | |
| "epoch": 0.026373626373626374, | |
| "grad_norm": 3.32068133354187, | |
| "learning_rate": 9.045084971874738e-05, | |
| "loss": 0.6034, | |
| "step": 48 | |
| }, | |
| { | |
| "epoch": 0.026923076923076925, | |
| "grad_norm": 3.828432559967041, | |
| "learning_rate": 8.995939984474624e-05, | |
| "loss": 0.646, | |
| "step": 49 | |
| }, | |
| { | |
| "epoch": 0.027472527472527472, | |
| "grad_norm": 4.410627365112305, | |
| "learning_rate": 8.945702546981969e-05, | |
| "loss": 0.7029, | |
| "step": 50 | |
| }, | |
| { | |
| "epoch": 0.027472527472527472, | |
| "eval_loss": 0.8551605939865112, | |
| "eval_runtime": 248.255, | |
| "eval_samples_per_second": 12.35, | |
| "eval_steps_per_second": 3.09, | |
| "step": 50 | |
| }, | |
| { | |
| "epoch": 0.028021978021978023, | |
| "grad_norm": 4.3182268142700195, | |
| "learning_rate": 8.894386393810563e-05, | |
| "loss": 0.9381, | |
| "step": 51 | |
| }, | |
| { | |
| "epoch": 0.02857142857142857, | |
| "grad_norm": 3.6858444213867188, | |
| "learning_rate": 8.842005554284296e-05, | |
| "loss": 1.0042, | |
| "step": 52 | |
| }, | |
| { | |
| "epoch": 0.02912087912087912, | |
| "grad_norm": 3.4486730098724365, | |
| "learning_rate": 8.788574348801675e-05, | |
| "loss": 0.9807, | |
| "step": 53 | |
| }, | |
| { | |
| "epoch": 0.02967032967032967, | |
| "grad_norm": 4.263784885406494, | |
| "learning_rate": 8.73410738492077e-05, | |
| "loss": 0.7938, | |
| "step": 54 | |
| }, | |
| { | |
| "epoch": 0.03021978021978022, | |
| "grad_norm": 3.1360929012298584, | |
| "learning_rate": 8.678619553365659e-05, | |
| "loss": 0.7528, | |
| "step": 55 | |
| }, | |
| { | |
| "epoch": 0.03076923076923077, | |
| "grad_norm": 3.7347052097320557, | |
| "learning_rate": 8.622126023955446e-05, | |
| "loss": 0.8403, | |
| "step": 56 | |
| }, | |
| { | |
| "epoch": 0.03131868131868132, | |
| "grad_norm": 3.3182191848754883, | |
| "learning_rate": 8.564642241456986e-05, | |
| "loss": 0.8076, | |
| "step": 57 | |
| }, | |
| { | |
| "epoch": 0.031868131868131866, | |
| "grad_norm": 2.980205774307251, | |
| "learning_rate": 8.506183921362443e-05, | |
| "loss": 0.7868, | |
| "step": 58 | |
| }, | |
| { | |
| "epoch": 0.03241758241758242, | |
| "grad_norm": 3.3988683223724365, | |
| "learning_rate": 8.44676704559283e-05, | |
| "loss": 0.8072, | |
| "step": 59 | |
| }, | |
| { | |
| "epoch": 0.03296703296703297, | |
| "grad_norm": 3.52750301361084, | |
| "learning_rate": 8.386407858128706e-05, | |
| "loss": 0.8784, | |
| "step": 60 | |
| }, | |
| { | |
| "epoch": 0.033516483516483515, | |
| "grad_norm": 3.604893684387207, | |
| "learning_rate": 8.32512286056924e-05, | |
| "loss": 0.7565, | |
| "step": 61 | |
| }, | |
| { | |
| "epoch": 0.03406593406593406, | |
| "grad_norm": 3.4089083671569824, | |
| "learning_rate": 8.262928807620843e-05, | |
| "loss": 0.8974, | |
| "step": 62 | |
| }, | |
| { | |
| "epoch": 0.03461538461538462, | |
| "grad_norm": 4.178040504455566, | |
| "learning_rate": 8.199842702516583e-05, | |
| "loss": 0.868, | |
| "step": 63 | |
| }, | |
| { | |
| "epoch": 0.035164835164835165, | |
| "grad_norm": 3.4511518478393555, | |
| "learning_rate": 8.135881792367686e-05, | |
| "loss": 1.0132, | |
| "step": 64 | |
| }, | |
| { | |
| "epoch": 0.03571428571428571, | |
| "grad_norm": 3.3299479484558105, | |
| "learning_rate": 8.07106356344834e-05, | |
| "loss": 0.8356, | |
| "step": 65 | |
| }, | |
| { | |
| "epoch": 0.03626373626373627, | |
| "grad_norm": 3.3526644706726074, | |
| "learning_rate": 8.005405736415126e-05, | |
| "loss": 0.8513, | |
| "step": 66 | |
| }, | |
| { | |
| "epoch": 0.036813186813186814, | |
| "grad_norm": 3.367147922515869, | |
| "learning_rate": 7.938926261462366e-05, | |
| "loss": 1.0042, | |
| "step": 67 | |
| }, | |
| { | |
| "epoch": 0.03736263736263736, | |
| "grad_norm": 3.2283849716186523, | |
| "learning_rate": 7.871643313414718e-05, | |
| "loss": 0.8084, | |
| "step": 68 | |
| }, | |
| { | |
| "epoch": 0.03791208791208791, | |
| "grad_norm": 3.1080996990203857, | |
| "learning_rate": 7.803575286758364e-05, | |
| "loss": 0.9091, | |
| "step": 69 | |
| }, | |
| { | |
| "epoch": 0.038461538461538464, | |
| "grad_norm": 3.440809488296509, | |
| "learning_rate": 7.734740790612136e-05, | |
| "loss": 0.912, | |
| "step": 70 | |
| }, | |
| { | |
| "epoch": 0.03901098901098901, | |
| "grad_norm": 4.543209552764893, | |
| "learning_rate": 7.66515864363997e-05, | |
| "loss": 0.9512, | |
| "step": 71 | |
| }, | |
| { | |
| "epoch": 0.03956043956043956, | |
| "grad_norm": 3.6167526245117188, | |
| "learning_rate": 7.594847868906076e-05, | |
| "loss": 0.7516, | |
| "step": 72 | |
| }, | |
| { | |
| "epoch": 0.04010989010989011, | |
| "grad_norm": 4.1947479248046875, | |
| "learning_rate": 7.52382768867422e-05, | |
| "loss": 0.9431, | |
| "step": 73 | |
| }, | |
| { | |
| "epoch": 0.04065934065934066, | |
| "grad_norm": 3.461369752883911, | |
| "learning_rate": 7.452117519152542e-05, | |
| "loss": 0.8908, | |
| "step": 74 | |
| }, | |
| { | |
| "epoch": 0.04120879120879121, | |
| "grad_norm": 3.3791346549987793, | |
| "learning_rate": 7.379736965185368e-05, | |
| "loss": 0.7087, | |
| "step": 75 | |
| }, | |
| { | |
| "epoch": 0.041758241758241756, | |
| "grad_norm": 3.541050434112549, | |
| "learning_rate": 7.30670581489344e-05, | |
| "loss": 0.7779, | |
| "step": 76 | |
| }, | |
| { | |
| "epoch": 0.04230769230769231, | |
| "grad_norm": 3.108454465866089, | |
| "learning_rate": 7.233044034264034e-05, | |
| "loss": 0.8149, | |
| "step": 77 | |
| }, | |
| { | |
| "epoch": 0.04285714285714286, | |
| "grad_norm": 3.772913932800293, | |
| "learning_rate": 7.158771761692464e-05, | |
| "loss": 0.7668, | |
| "step": 78 | |
| }, | |
| { | |
| "epoch": 0.043406593406593405, | |
| "grad_norm": 3.0966885089874268, | |
| "learning_rate": 7.083909302476453e-05, | |
| "loss": 0.8225, | |
| "step": 79 | |
| }, | |
| { | |
| "epoch": 0.04395604395604396, | |
| "grad_norm": 3.7791407108306885, | |
| "learning_rate": 7.008477123264848e-05, | |
| "loss": 0.8693, | |
| "step": 80 | |
| }, | |
| { | |
| "epoch": 0.04450549450549451, | |
| "grad_norm": 4.253763198852539, | |
| "learning_rate": 6.932495846462261e-05, | |
| "loss": 1.0137, | |
| "step": 81 | |
| }, | |
| { | |
| "epoch": 0.045054945054945054, | |
| "grad_norm": 3.970787525177002, | |
| "learning_rate": 6.855986244591104e-05, | |
| "loss": 1.0145, | |
| "step": 82 | |
| }, | |
| { | |
| "epoch": 0.0456043956043956, | |
| "grad_norm": 3.273193597793579, | |
| "learning_rate": 6.778969234612584e-05, | |
| "loss": 0.8402, | |
| "step": 83 | |
| }, | |
| { | |
| "epoch": 0.046153846153846156, | |
| "grad_norm": 3.246183156967163, | |
| "learning_rate": 6.701465872208216e-05, | |
| "loss": 0.8381, | |
| "step": 84 | |
| }, | |
| { | |
| "epoch": 0.046703296703296704, | |
| "grad_norm": 3.3997747898101807, | |
| "learning_rate": 6.623497346023418e-05, | |
| "loss": 0.9744, | |
| "step": 85 | |
| }, | |
| { | |
| "epoch": 0.04725274725274725, | |
| "grad_norm": 3.4663801193237305, | |
| "learning_rate": 6.545084971874738e-05, | |
| "loss": 0.9223, | |
| "step": 86 | |
| }, | |
| { | |
| "epoch": 0.0478021978021978, | |
| "grad_norm": 3.421869993209839, | |
| "learning_rate": 6.466250186922325e-05, | |
| "loss": 0.9882, | |
| "step": 87 | |
| }, | |
| { | |
| "epoch": 0.04835164835164835, | |
| "grad_norm": 2.5848114490509033, | |
| "learning_rate": 6.387014543809223e-05, | |
| "loss": 0.6518, | |
| "step": 88 | |
| }, | |
| { | |
| "epoch": 0.0489010989010989, | |
| "grad_norm": 4.04249382019043, | |
| "learning_rate": 6.307399704769099e-05, | |
| "loss": 0.8867, | |
| "step": 89 | |
| }, | |
| { | |
| "epoch": 0.04945054945054945, | |
| "grad_norm": 3.6130316257476807, | |
| "learning_rate": 6.227427435703997e-05, | |
| "loss": 0.8811, | |
| "step": 90 | |
| }, | |
| { | |
| "epoch": 0.05, | |
| "grad_norm": 3.202869176864624, | |
| "learning_rate": 6.147119600233758e-05, | |
| "loss": 0.6812, | |
| "step": 91 | |
| }, | |
| { | |
| "epoch": 0.05054945054945055, | |
| "grad_norm": 5.957513332366943, | |
| "learning_rate": 6.066498153718735e-05, | |
| "loss": 0.8074, | |
| "step": 92 | |
| }, | |
| { | |
| "epoch": 0.0510989010989011, | |
| "grad_norm": 9.279909133911133, | |
| "learning_rate": 5.985585137257401e-05, | |
| "loss": 0.7514, | |
| "step": 93 | |
| }, | |
| { | |
| "epoch": 0.051648351648351645, | |
| "grad_norm": 3.816479206085205, | |
| "learning_rate": 5.90440267166055e-05, | |
| "loss": 0.7612, | |
| "step": 94 | |
| }, | |
| { | |
| "epoch": 0.0521978021978022, | |
| "grad_norm": 3.6703317165374756, | |
| "learning_rate": 5.8229729514036705e-05, | |
| "loss": 0.6952, | |
| "step": 95 | |
| }, | |
| { | |
| "epoch": 0.05274725274725275, | |
| "grad_norm": 2.994513988494873, | |
| "learning_rate": 5.74131823855921e-05, | |
| "loss": 0.5601, | |
| "step": 96 | |
| }, | |
| { | |
| "epoch": 0.053296703296703295, | |
| "grad_norm": 3.6805593967437744, | |
| "learning_rate": 5.6594608567103456e-05, | |
| "loss": 0.7776, | |
| "step": 97 | |
| }, | |
| { | |
| "epoch": 0.05384615384615385, | |
| "grad_norm": 3.7631995677948, | |
| "learning_rate": 5.577423184847932e-05, | |
| "loss": 0.6875, | |
| "step": 98 | |
| }, | |
| { | |
| "epoch": 0.0543956043956044, | |
| "grad_norm": 4.067095756530762, | |
| "learning_rate": 5.495227651252315e-05, | |
| "loss": 0.6078, | |
| "step": 99 | |
| }, | |
| { | |
| "epoch": 0.054945054945054944, | |
| "grad_norm": 3.9707226753234863, | |
| "learning_rate": 5.4128967273616625e-05, | |
| "loss": 0.5355, | |
| "step": 100 | |
| }, | |
| { | |
| "epoch": 0.054945054945054944, | |
| "eval_loss": 0.810309112071991, | |
| "eval_runtime": 248.3207, | |
| "eval_samples_per_second": 12.347, | |
| "eval_steps_per_second": 3.089, | |
| "step": 100 | |
| }, | |
| { | |
| "epoch": 0.05549450549450549, | |
| "grad_norm": 2.7428088188171387, | |
| "learning_rate": 5.330452921628497e-05, | |
| "loss": 0.8487, | |
| "step": 101 | |
| }, | |
| { | |
| "epoch": 0.056043956043956046, | |
| "grad_norm": 4.557298183441162, | |
| "learning_rate": 5.247918773366112e-05, | |
| "loss": 0.7637, | |
| "step": 102 | |
| }, | |
| { | |
| "epoch": 0.056593406593406594, | |
| "grad_norm": 3.209634780883789, | |
| "learning_rate": 5.165316846586541e-05, | |
| "loss": 0.8463, | |
| "step": 103 | |
| }, | |
| { | |
| "epoch": 0.05714285714285714, | |
| "grad_norm": 5.7075276374816895, | |
| "learning_rate": 5.0826697238317935e-05, | |
| "loss": 0.7269, | |
| "step": 104 | |
| }, | |
| { | |
| "epoch": 0.057692307692307696, | |
| "grad_norm": 3.590937376022339, | |
| "learning_rate": 5e-05, | |
| "loss": 0.9204, | |
| "step": 105 | |
| }, | |
| { | |
| "epoch": 0.05824175824175824, | |
| "grad_norm": 3.8173980712890625, | |
| "learning_rate": 4.917330276168208e-05, | |
| "loss": 0.9498, | |
| "step": 106 | |
| }, | |
| { | |
| "epoch": 0.05879120879120879, | |
| "grad_norm": 3.6682701110839844, | |
| "learning_rate": 4.834683153413459e-05, | |
| "loss": 0.846, | |
| "step": 107 | |
| }, | |
| { | |
| "epoch": 0.05934065934065934, | |
| "grad_norm": 3.0619313716888428, | |
| "learning_rate": 4.7520812266338885e-05, | |
| "loss": 0.7405, | |
| "step": 108 | |
| }, | |
| { | |
| "epoch": 0.05989010989010989, | |
| "grad_norm": 3.3937807083129883, | |
| "learning_rate": 4.669547078371504e-05, | |
| "loss": 0.8557, | |
| "step": 109 | |
| }, | |
| { | |
| "epoch": 0.06043956043956044, | |
| "grad_norm": 3.5738933086395264, | |
| "learning_rate": 4.5871032726383386e-05, | |
| "loss": 0.8423, | |
| "step": 110 | |
| }, | |
| { | |
| "epoch": 0.06098901098901099, | |
| "grad_norm": 3.2693288326263428, | |
| "learning_rate": 4.504772348747687e-05, | |
| "loss": 0.7375, | |
| "step": 111 | |
| }, | |
| { | |
| "epoch": 0.06153846153846154, | |
| "grad_norm": 3.017500638961792, | |
| "learning_rate": 4.4225768151520694e-05, | |
| "loss": 0.7283, | |
| "step": 112 | |
| }, | |
| { | |
| "epoch": 0.06208791208791209, | |
| "grad_norm": 3.3882884979248047, | |
| "learning_rate": 4.3405391432896555e-05, | |
| "loss": 0.949, | |
| "step": 113 | |
| }, | |
| { | |
| "epoch": 0.06263736263736264, | |
| "grad_norm": 3.357642650604248, | |
| "learning_rate": 4.2586817614407895e-05, | |
| "loss": 0.9024, | |
| "step": 114 | |
| }, | |
| { | |
| "epoch": 0.06318681318681318, | |
| "grad_norm": 3.2038471698760986, | |
| "learning_rate": 4.17702704859633e-05, | |
| "loss": 0.7567, | |
| "step": 115 | |
| }, | |
| { | |
| "epoch": 0.06373626373626373, | |
| "grad_norm": 3.5930140018463135, | |
| "learning_rate": 4.095597328339452e-05, | |
| "loss": 0.847, | |
| "step": 116 | |
| }, | |
| { | |
| "epoch": 0.06428571428571428, | |
| "grad_norm": 3.030806303024292, | |
| "learning_rate": 4.0144148627425993e-05, | |
| "loss": 0.817, | |
| "step": 117 | |
| }, | |
| { | |
| "epoch": 0.06483516483516484, | |
| "grad_norm": 3.528214693069458, | |
| "learning_rate": 3.933501846281267e-05, | |
| "loss": 0.8314, | |
| "step": 118 | |
| }, | |
| { | |
| "epoch": 0.06538461538461539, | |
| "grad_norm": 3.717010736465454, | |
| "learning_rate": 3.852880399766243e-05, | |
| "loss": 0.8658, | |
| "step": 119 | |
| }, | |
| { | |
| "epoch": 0.06593406593406594, | |
| "grad_norm": 3.4061574935913086, | |
| "learning_rate": 3.772572564296005e-05, | |
| "loss": 0.7038, | |
| "step": 120 | |
| }, | |
| { | |
| "epoch": 0.06648351648351648, | |
| "grad_norm": 2.5591681003570557, | |
| "learning_rate": 3.6926002952309016e-05, | |
| "loss": 0.7427, | |
| "step": 121 | |
| }, | |
| { | |
| "epoch": 0.06703296703296703, | |
| "grad_norm": 3.146589756011963, | |
| "learning_rate": 3.612985456190778e-05, | |
| "loss": 0.724, | |
| "step": 122 | |
| }, | |
| { | |
| "epoch": 0.06758241758241758, | |
| "grad_norm": 3.002185344696045, | |
| "learning_rate": 3.533749813077677e-05, | |
| "loss": 0.6943, | |
| "step": 123 | |
| }, | |
| { | |
| "epoch": 0.06813186813186813, | |
| "grad_norm": 3.108757257461548, | |
| "learning_rate": 3.4549150281252636e-05, | |
| "loss": 0.8639, | |
| "step": 124 | |
| }, | |
| { | |
| "epoch": 0.06868131868131869, | |
| "grad_norm": 3.310210704803467, | |
| "learning_rate": 3.3765026539765834e-05, | |
| "loss": 0.9398, | |
| "step": 125 | |
| }, | |
| { | |
| "epoch": 0.06923076923076923, | |
| "grad_norm": 3.308823347091675, | |
| "learning_rate": 3.298534127791785e-05, | |
| "loss": 0.788, | |
| "step": 126 | |
| }, | |
| { | |
| "epoch": 0.06978021978021978, | |
| "grad_norm": 3.1850717067718506, | |
| "learning_rate": 3.221030765387417e-05, | |
| "loss": 0.7686, | |
| "step": 127 | |
| }, | |
| { | |
| "epoch": 0.07032967032967033, | |
| "grad_norm": 3.594505786895752, | |
| "learning_rate": 3.144013755408895e-05, | |
| "loss": 0.7049, | |
| "step": 128 | |
| }, | |
| { | |
| "epoch": 0.07087912087912088, | |
| "grad_norm": 3.527811288833618, | |
| "learning_rate": 3.0675041535377405e-05, | |
| "loss": 0.9086, | |
| "step": 129 | |
| }, | |
| { | |
| "epoch": 0.07142857142857142, | |
| "grad_norm": 3.708664894104004, | |
| "learning_rate": 2.991522876735154e-05, | |
| "loss": 0.8532, | |
| "step": 130 | |
| }, | |
| { | |
| "epoch": 0.07197802197802197, | |
| "grad_norm": 3.2360305786132812, | |
| "learning_rate": 2.916090697523549e-05, | |
| "loss": 0.6813, | |
| "step": 131 | |
| }, | |
| { | |
| "epoch": 0.07252747252747253, | |
| "grad_norm": 4.264449596405029, | |
| "learning_rate": 2.8412282383075363e-05, | |
| "loss": 0.958, | |
| "step": 132 | |
| }, | |
| { | |
| "epoch": 0.07307692307692308, | |
| "grad_norm": 2.919825315475464, | |
| "learning_rate": 2.766955965735968e-05, | |
| "loss": 0.7465, | |
| "step": 133 | |
| }, | |
| { | |
| "epoch": 0.07362637362637363, | |
| "grad_norm": 3.232802629470825, | |
| "learning_rate": 2.693294185106562e-05, | |
| "loss": 0.7196, | |
| "step": 134 | |
| }, | |
| { | |
| "epoch": 0.07417582417582418, | |
| "grad_norm": 3.242577314376831, | |
| "learning_rate": 2.6202630348146324e-05, | |
| "loss": 0.71, | |
| "step": 135 | |
| }, | |
| { | |
| "epoch": 0.07472527472527472, | |
| "grad_norm": 3.7792561054229736, | |
| "learning_rate": 2.547882480847461e-05, | |
| "loss": 0.8448, | |
| "step": 136 | |
| }, | |
| { | |
| "epoch": 0.07527472527472527, | |
| "grad_norm": 3.8947784900665283, | |
| "learning_rate": 2.476172311325783e-05, | |
| "loss": 0.9169, | |
| "step": 137 | |
| }, | |
| { | |
| "epoch": 0.07582417582417582, | |
| "grad_norm": 3.439913749694824, | |
| "learning_rate": 2.405152131093926e-05, | |
| "loss": 0.7157, | |
| "step": 138 | |
| }, | |
| { | |
| "epoch": 0.07637362637362638, | |
| "grad_norm": 2.68253231048584, | |
| "learning_rate": 2.3348413563600325e-05, | |
| "loss": 0.6558, | |
| "step": 139 | |
| }, | |
| { | |
| "epoch": 0.07692307692307693, | |
| "grad_norm": 4.011876583099365, | |
| "learning_rate": 2.2652592093878666e-05, | |
| "loss": 0.9641, | |
| "step": 140 | |
| }, | |
| { | |
| "epoch": 0.07747252747252747, | |
| "grad_norm": 4.138200759887695, | |
| "learning_rate": 2.196424713241637e-05, | |
| "loss": 0.7938, | |
| "step": 141 | |
| }, | |
| { | |
| "epoch": 0.07802197802197802, | |
| "grad_norm": 4.425159454345703, | |
| "learning_rate": 2.128356686585282e-05, | |
| "loss": 0.9208, | |
| "step": 142 | |
| }, | |
| { | |
| "epoch": 0.07857142857142857, | |
| "grad_norm": 3.966238498687744, | |
| "learning_rate": 2.061073738537635e-05, | |
| "loss": 0.8659, | |
| "step": 143 | |
| }, | |
| { | |
| "epoch": 0.07912087912087912, | |
| "grad_norm": 4.205827236175537, | |
| "learning_rate": 1.9945942635848748e-05, | |
| "loss": 0.8532, | |
| "step": 144 | |
| }, | |
| { | |
| "epoch": 0.07967032967032966, | |
| "grad_norm": 3.454686403274536, | |
| "learning_rate": 1.928936436551661e-05, | |
| "loss": 0.7116, | |
| "step": 145 | |
| }, | |
| { | |
| "epoch": 0.08021978021978023, | |
| "grad_norm": 3.6158885955810547, | |
| "learning_rate": 1.8641182076323148e-05, | |
| "loss": 0.8404, | |
| "step": 146 | |
| }, | |
| { | |
| "epoch": 0.08076923076923077, | |
| "grad_norm": 4.816569805145264, | |
| "learning_rate": 1.800157297483417e-05, | |
| "loss": 1.0318, | |
| "step": 147 | |
| }, | |
| { | |
| "epoch": 0.08131868131868132, | |
| "grad_norm": 4.617947101593018, | |
| "learning_rate": 1.7370711923791567e-05, | |
| "loss": 0.7545, | |
| "step": 148 | |
| }, | |
| { | |
| "epoch": 0.08186813186813187, | |
| "grad_norm": 2.717759132385254, | |
| "learning_rate": 1.6748771394307585e-05, | |
| "loss": 0.5016, | |
| "step": 149 | |
| }, | |
| { | |
| "epoch": 0.08241758241758242, | |
| "grad_norm": 3.2810633182525635, | |
| "learning_rate": 1.6135921418712956e-05, | |
| "loss": 0.6501, | |
| "step": 150 | |
| }, | |
| { | |
| "epoch": 0.08241758241758242, | |
| "eval_loss": 0.7657567262649536, | |
| "eval_runtime": 248.2901, | |
| "eval_samples_per_second": 12.348, | |
| "eval_steps_per_second": 3.089, | |
| "step": 150 | |
| } | |
| ], | |
| "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": false | |
| }, | |
| "attributes": {} | |
| } | |
| }, | |
| "total_flos": 2.20339070042112e+17, | |
| "train_batch_size": 8, | |
| "trial_name": null, | |
| "trial_params": null | |
| } | |