{ "best_global_step": null, "best_metric": null, "best_model_checkpoint": null, "epoch": 29.41176470588235, "eval_steps": 500, "global_step": 2000, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.14705882352941177, "grad_norm": 2.2869467735290527, "learning_rate": 1.9911764705882353e-05, "loss": 2.6394, "step": 10 }, { "epoch": 0.29411764705882354, "grad_norm": 1.5338459014892578, "learning_rate": 1.981372549019608e-05, "loss": 2.6312, "step": 20 }, { "epoch": 0.4411764705882353, "grad_norm": 2.0163090229034424, "learning_rate": 1.9715686274509805e-05, "loss": 2.6409, "step": 30 }, { "epoch": 0.5882352941176471, "grad_norm": 3.02846097946167, "learning_rate": 1.961764705882353e-05, "loss": 2.6167, "step": 40 }, { "epoch": 0.7352941176470589, "grad_norm": 4.507878303527832, "learning_rate": 1.9519607843137257e-05, "loss": 2.6231, "step": 50 }, { "epoch": 0.8823529411764706, "grad_norm": 2.433847188949585, "learning_rate": 1.9421568627450982e-05, "loss": 2.6153, "step": 60 }, { "epoch": 1.0, "eval_loss": 2.579890012741089, "eval_runtime": 1.6326, "eval_samples_per_second": 82.691, "eval_steps_per_second": 10.413, "step": 68 }, { "epoch": 1.0294117647058822, "grad_norm": 3.4059886932373047, "learning_rate": 1.9323529411764706e-05, "loss": 2.5863, "step": 70 }, { "epoch": 1.1764705882352942, "grad_norm": 2.305633068084717, "learning_rate": 1.9225490196078434e-05, "loss": 2.5677, "step": 80 }, { "epoch": 1.3235294117647058, "grad_norm": 2.493675470352173, "learning_rate": 1.912745098039216e-05, "loss": 2.5061, "step": 90 }, { "epoch": 1.4705882352941178, "grad_norm": 2.6469180583953857, "learning_rate": 1.9029411764705883e-05, "loss": 2.4657, "step": 100 }, { "epoch": 1.6176470588235294, "grad_norm": 3.5626657009124756, "learning_rate": 1.8931372549019607e-05, "loss": 2.4594, "step": 110 }, { "epoch": 1.7647058823529411, "grad_norm": 2.9186179637908936, "learning_rate": 1.8833333333333335e-05, "loss": 2.4393, "step": 120 }, { "epoch": 1.9117647058823528, "grad_norm": 4.3771772384643555, "learning_rate": 1.873529411764706e-05, "loss": 2.3884, "step": 130 }, { "epoch": 2.0, "eval_loss": 2.311964750289917, "eval_runtime": 1.6428, "eval_samples_per_second": 82.178, "eval_steps_per_second": 10.348, "step": 136 }, { "epoch": 2.0588235294117645, "grad_norm": 2.706939935684204, "learning_rate": 1.8637254901960787e-05, "loss": 2.3395, "step": 140 }, { "epoch": 2.2058823529411766, "grad_norm": 3.1243748664855957, "learning_rate": 1.853921568627451e-05, "loss": 2.2711, "step": 150 }, { "epoch": 2.3529411764705883, "grad_norm": 2.9195902347564697, "learning_rate": 1.844117647058824e-05, "loss": 2.2252, "step": 160 }, { "epoch": 2.5, "grad_norm": 5.713516712188721, "learning_rate": 1.834313725490196e-05, "loss": 2.2211, "step": 170 }, { "epoch": 2.6470588235294117, "grad_norm": 2.779804229736328, "learning_rate": 1.8245098039215688e-05, "loss": 2.1251, "step": 180 }, { "epoch": 2.7941176470588234, "grad_norm": 2.9840755462646484, "learning_rate": 1.8147058823529412e-05, "loss": 2.1162, "step": 190 }, { "epoch": 2.9411764705882355, "grad_norm": 3.6137640476226807, "learning_rate": 1.804901960784314e-05, "loss": 2.0859, "step": 200 }, { "epoch": 3.0, "eval_loss": 1.982031226158142, "eval_runtime": 1.6147, "eval_samples_per_second": 83.606, "eval_steps_per_second": 10.528, "step": 204 }, { "epoch": 3.088235294117647, "grad_norm": 2.8977713584899902, "learning_rate": 1.7950980392156864e-05, "loss": 2.0281, "step": 210 }, { "epoch": 3.235294117647059, "grad_norm": 3.248961925506592, "learning_rate": 1.7852941176470592e-05, "loss": 1.9454, "step": 220 }, { "epoch": 3.3823529411764706, "grad_norm": 3.525045394897461, "learning_rate": 1.7754901960784313e-05, "loss": 1.8824, "step": 230 }, { "epoch": 3.5294117647058822, "grad_norm": 3.95782470703125, "learning_rate": 1.765686274509804e-05, "loss": 1.8538, "step": 240 }, { "epoch": 3.6764705882352944, "grad_norm": 4.282369613647461, "learning_rate": 1.7558823529411765e-05, "loss": 1.823, "step": 250 }, { "epoch": 3.8235294117647056, "grad_norm": 6.753427505493164, "learning_rate": 1.7460784313725493e-05, "loss": 1.8116, "step": 260 }, { "epoch": 3.9705882352941178, "grad_norm": 4.552963733673096, "learning_rate": 1.7362745098039217e-05, "loss": 1.7387, "step": 270 }, { "epoch": 4.0, "eval_loss": 1.6489075422286987, "eval_runtime": 1.6483, "eval_samples_per_second": 81.902, "eval_steps_per_second": 10.314, "step": 272 }, { "epoch": 4.117647058823529, "grad_norm": 3.1702029705047607, "learning_rate": 1.7264705882352945e-05, "loss": 1.6522, "step": 280 }, { "epoch": 4.264705882352941, "grad_norm": 4.5589494705200195, "learning_rate": 1.7166666666666666e-05, "loss": 1.6078, "step": 290 }, { "epoch": 4.411764705882353, "grad_norm": 3.9019124507904053, "learning_rate": 1.7068627450980394e-05, "loss": 1.5599, "step": 300 }, { "epoch": 4.5588235294117645, "grad_norm": 4.917637348175049, "learning_rate": 1.6970588235294118e-05, "loss": 1.5237, "step": 310 }, { "epoch": 4.705882352941177, "grad_norm": 3.638333320617676, "learning_rate": 1.6872549019607846e-05, "loss": 1.4842, "step": 320 }, { "epoch": 4.852941176470588, "grad_norm": 3.488672971725464, "learning_rate": 1.677450980392157e-05, "loss": 1.4391, "step": 330 }, { "epoch": 5.0, "grad_norm": 8.806844711303711, "learning_rate": 1.6676470588235295e-05, "loss": 1.4165, "step": 340 }, { "epoch": 5.0, "eval_loss": 1.3353697061538696, "eval_runtime": 1.6321, "eval_samples_per_second": 82.718, "eval_steps_per_second": 10.416, "step": 340 }, { "epoch": 5.147058823529412, "grad_norm": 5.466882705688477, "learning_rate": 1.6578431372549022e-05, "loss": 1.3357, "step": 350 }, { "epoch": 5.294117647058823, "grad_norm": 3.95070481300354, "learning_rate": 1.6480392156862747e-05, "loss": 1.3317, "step": 360 }, { "epoch": 5.4411764705882355, "grad_norm": 3.2761778831481934, "learning_rate": 1.638235294117647e-05, "loss": 1.1954, "step": 370 }, { "epoch": 5.588235294117647, "grad_norm": 2.8257029056549072, "learning_rate": 1.62843137254902e-05, "loss": 1.1713, "step": 380 }, { "epoch": 5.735294117647059, "grad_norm": 3.5745885372161865, "learning_rate": 1.6186274509803923e-05, "loss": 1.1767, "step": 390 }, { "epoch": 5.882352941176471, "grad_norm": 3.625549077987671, "learning_rate": 1.6088235294117648e-05, "loss": 1.1028, "step": 400 }, { "epoch": 6.0, "eval_loss": 1.0512332916259766, "eval_runtime": 1.6283, "eval_samples_per_second": 82.911, "eval_steps_per_second": 10.441, "step": 408 }, { "epoch": 6.029411764705882, "grad_norm": 3.7580277919769287, "learning_rate": 1.5990196078431375e-05, "loss": 1.0918, "step": 410 }, { "epoch": 6.176470588235294, "grad_norm": 5.0767292976379395, "learning_rate": 1.58921568627451e-05, "loss": 1.0799, "step": 420 }, { "epoch": 6.323529411764706, "grad_norm": 3.362245798110962, "learning_rate": 1.5794117647058824e-05, "loss": 1.0246, "step": 430 }, { "epoch": 6.470588235294118, "grad_norm": 2.663010835647583, "learning_rate": 1.569607843137255e-05, "loss": 0.9335, "step": 440 }, { "epoch": 6.617647058823529, "grad_norm": 2.7811036109924316, "learning_rate": 1.5598039215686276e-05, "loss": 0.9084, "step": 450 }, { "epoch": 6.764705882352941, "grad_norm": 6.619537830352783, "learning_rate": 1.55e-05, "loss": 0.8652, "step": 460 }, { "epoch": 6.911764705882353, "grad_norm": 4.524352073669434, "learning_rate": 1.540196078431373e-05, "loss": 0.8706, "step": 470 }, { "epoch": 7.0, "eval_loss": 0.837912380695343, "eval_runtime": 1.6194, "eval_samples_per_second": 83.366, "eval_steps_per_second": 10.498, "step": 476 }, { "epoch": 7.0588235294117645, "grad_norm": 4.127895832061768, "learning_rate": 1.5303921568627453e-05, "loss": 0.7721, "step": 480 }, { "epoch": 7.205882352941177, "grad_norm": 2.9023818969726562, "learning_rate": 1.5205882352941177e-05, "loss": 0.7268, "step": 490 }, { "epoch": 7.352941176470588, "grad_norm": 3.2444231510162354, "learning_rate": 1.5107843137254903e-05, "loss": 0.7142, "step": 500 }, { "epoch": 7.5, "grad_norm": 3.160628318786621, "learning_rate": 1.500980392156863e-05, "loss": 0.7019, "step": 510 }, { "epoch": 7.647058823529412, "grad_norm": 2.913454294204712, "learning_rate": 1.4911764705882354e-05, "loss": 0.6911, "step": 520 }, { "epoch": 7.794117647058823, "grad_norm": 2.9466731548309326, "learning_rate": 1.481372549019608e-05, "loss": 0.6639, "step": 530 }, { "epoch": 7.9411764705882355, "grad_norm": 2.8029139041900635, "learning_rate": 1.4715686274509806e-05, "loss": 0.5554, "step": 540 }, { "epoch": 8.0, "eval_loss": 0.5985532402992249, "eval_runtime": 1.6867, "eval_samples_per_second": 80.038, "eval_steps_per_second": 10.079, "step": 544 }, { "epoch": 8.088235294117647, "grad_norm": 2.267561912536621, "learning_rate": 1.461764705882353e-05, "loss": 0.5757, "step": 550 }, { "epoch": 8.235294117647058, "grad_norm": 2.1232762336730957, "learning_rate": 1.4519607843137256e-05, "loss": 0.5091, "step": 560 }, { "epoch": 8.382352941176471, "grad_norm": 3.035518169403076, "learning_rate": 1.442156862745098e-05, "loss": 0.5158, "step": 570 }, { "epoch": 8.529411764705882, "grad_norm": 2.085606336593628, "learning_rate": 1.4323529411764707e-05, "loss": 0.4673, "step": 580 }, { "epoch": 8.676470588235293, "grad_norm": 1.8189260959625244, "learning_rate": 1.4225490196078433e-05, "loss": 0.4604, "step": 590 }, { "epoch": 8.823529411764707, "grad_norm": 6.74431037902832, "learning_rate": 1.4127450980392159e-05, "loss": 0.4651, "step": 600 }, { "epoch": 8.970588235294118, "grad_norm": 1.56160306930542, "learning_rate": 1.4029411764705883e-05, "loss": 0.4017, "step": 610 }, { "epoch": 9.0, "eval_loss": 0.40496423840522766, "eval_runtime": 1.6727, "eval_samples_per_second": 80.707, "eval_steps_per_second": 10.163, "step": 612 }, { "epoch": 9.117647058823529, "grad_norm": 1.9897135496139526, "learning_rate": 1.3931372549019608e-05, "loss": 0.3879, "step": 620 }, { "epoch": 9.264705882352942, "grad_norm": 1.6671721935272217, "learning_rate": 1.3833333333333334e-05, "loss": 0.3206, "step": 630 }, { "epoch": 9.411764705882353, "grad_norm": 1.8617277145385742, "learning_rate": 1.373529411764706e-05, "loss": 0.3565, "step": 640 }, { "epoch": 9.558823529411764, "grad_norm": 1.64924955368042, "learning_rate": 1.3637254901960786e-05, "loss": 0.3457, "step": 650 }, { "epoch": 9.705882352941176, "grad_norm": 1.5722205638885498, "learning_rate": 1.3539215686274512e-05, "loss": 0.3123, "step": 660 }, { "epoch": 9.852941176470589, "grad_norm": 2.3067121505737305, "learning_rate": 1.3441176470588238e-05, "loss": 0.3137, "step": 670 }, { "epoch": 10.0, "grad_norm": 4.091474533081055, "learning_rate": 1.334313725490196e-05, "loss": 0.2663, "step": 680 }, { "epoch": 10.0, "eval_loss": 0.29727470874786377, "eval_runtime": 1.6004, "eval_samples_per_second": 84.356, "eval_steps_per_second": 10.623, "step": 680 }, { "epoch": 10.147058823529411, "grad_norm": 1.217851161956787, "learning_rate": 1.3245098039215687e-05, "loss": 0.2133, "step": 690 }, { "epoch": 10.294117647058824, "grad_norm": 1.5889488458633423, "learning_rate": 1.3147058823529413e-05, "loss": 0.2299, "step": 700 }, { "epoch": 10.441176470588236, "grad_norm": 1.2852109670639038, "learning_rate": 1.3049019607843139e-05, "loss": 0.1991, "step": 710 }, { "epoch": 10.588235294117647, "grad_norm": 1.1250885725021362, "learning_rate": 1.2950980392156865e-05, "loss": 0.2625, "step": 720 }, { "epoch": 10.735294117647058, "grad_norm": 0.8768565654754639, "learning_rate": 1.285294117647059e-05, "loss": 0.1657, "step": 730 }, { "epoch": 10.882352941176471, "grad_norm": 1.0275033712387085, "learning_rate": 1.2754901960784314e-05, "loss": 0.1814, "step": 740 }, { "epoch": 11.0, "eval_loss": 0.22045107185840607, "eval_runtime": 1.6056, "eval_samples_per_second": 84.083, "eval_steps_per_second": 10.588, "step": 748 }, { "epoch": 11.029411764705882, "grad_norm": 1.1377185583114624, "learning_rate": 1.265686274509804e-05, "loss": 0.2123, "step": 750 }, { "epoch": 11.176470588235293, "grad_norm": 0.6125518679618835, "learning_rate": 1.2558823529411766e-05, "loss": 0.145, "step": 760 }, { "epoch": 11.323529411764707, "grad_norm": 3.132908344268799, "learning_rate": 1.2460784313725492e-05, "loss": 0.1409, "step": 770 }, { "epoch": 11.470588235294118, "grad_norm": 7.12354850769043, "learning_rate": 1.2362745098039218e-05, "loss": 0.171, "step": 780 }, { "epoch": 11.617647058823529, "grad_norm": 0.9431573152542114, "learning_rate": 1.2264705882352944e-05, "loss": 0.1561, "step": 790 }, { "epoch": 11.764705882352942, "grad_norm": 0.5725237131118774, "learning_rate": 1.2166666666666667e-05, "loss": 0.1012, "step": 800 }, { "epoch": 11.911764705882353, "grad_norm": 0.6124898791313171, "learning_rate": 1.2068627450980393e-05, "loss": 0.1072, "step": 810 }, { "epoch": 12.0, "eval_loss": 0.20114047825336456, "eval_runtime": 1.61, "eval_samples_per_second": 83.85, "eval_steps_per_second": 10.559, "step": 816 }, { "epoch": 12.058823529411764, "grad_norm": 0.6034418344497681, "learning_rate": 1.1970588235294119e-05, "loss": 0.1093, "step": 820 }, { "epoch": 12.205882352941176, "grad_norm": 0.6741713881492615, "learning_rate": 1.1872549019607845e-05, "loss": 0.0901, "step": 830 }, { "epoch": 12.352941176470589, "grad_norm": 0.7810522317886353, "learning_rate": 1.177450980392157e-05, "loss": 0.089, "step": 840 }, { "epoch": 12.5, "grad_norm": 0.6442411541938782, "learning_rate": 1.1676470588235295e-05, "loss": 0.1219, "step": 850 }, { "epoch": 12.647058823529411, "grad_norm": 3.0149757862091064, "learning_rate": 1.1578431372549021e-05, "loss": 0.0814, "step": 860 }, { "epoch": 12.794117647058824, "grad_norm": 0.46087804436683655, "learning_rate": 1.1480392156862746e-05, "loss": 0.1077, "step": 870 }, { "epoch": 12.941176470588236, "grad_norm": 0.56253981590271, "learning_rate": 1.1382352941176472e-05, "loss": 0.068, "step": 880 }, { "epoch": 13.0, "eval_loss": 0.1641794890165329, "eval_runtime": 1.6752, "eval_samples_per_second": 80.589, "eval_steps_per_second": 10.148, "step": 884 }, { "epoch": 13.088235294117647, "grad_norm": 0.6027768850326538, "learning_rate": 1.1284313725490198e-05, "loss": 0.0689, "step": 890 }, { "epoch": 13.235294117647058, "grad_norm": 0.369243860244751, "learning_rate": 1.1186274509803922e-05, "loss": 0.0613, "step": 900 }, { "epoch": 13.382352941176471, "grad_norm": 0.3756796419620514, "learning_rate": 1.1088235294117648e-05, "loss": 0.0599, "step": 910 }, { "epoch": 13.529411764705882, "grad_norm": 0.42388486862182617, "learning_rate": 1.0990196078431374e-05, "loss": 0.0561, "step": 920 }, { "epoch": 13.676470588235293, "grad_norm": 0.40439847111701965, "learning_rate": 1.0892156862745099e-05, "loss": 0.0542, "step": 930 }, { "epoch": 13.823529411764707, "grad_norm": 0.39990735054016113, "learning_rate": 1.0794117647058825e-05, "loss": 0.0672, "step": 940 }, { "epoch": 13.970588235294118, "grad_norm": 0.3704688251018524, "learning_rate": 1.0696078431372549e-05, "loss": 0.1051, "step": 950 }, { "epoch": 14.0, "eval_loss": 0.14415012300014496, "eval_runtime": 1.6471, "eval_samples_per_second": 81.961, "eval_steps_per_second": 10.321, "step": 952 }, { "epoch": 14.117647058823529, "grad_norm": 0.33351826667785645, "learning_rate": 1.0598039215686275e-05, "loss": 0.0492, "step": 960 }, { "epoch": 14.264705882352942, "grad_norm": 0.3827894926071167, "learning_rate": 1.0500000000000001e-05, "loss": 0.0484, "step": 970 }, { "epoch": 14.411764705882353, "grad_norm": 0.4303022623062134, "learning_rate": 1.0401960784313727e-05, "loss": 0.0461, "step": 980 }, { "epoch": 14.558823529411764, "grad_norm": 0.3589096665382385, "learning_rate": 1.0303921568627452e-05, "loss": 0.0468, "step": 990 }, { "epoch": 14.705882352941176, "grad_norm": 0.30145418643951416, "learning_rate": 1.0205882352941176e-05, "loss": 0.0942, "step": 1000 }, { "epoch": 14.852941176470589, "grad_norm": 0.3331129550933838, "learning_rate": 1.0107843137254902e-05, "loss": 0.0465, "step": 1010 }, { "epoch": 15.0, "grad_norm": 0.790107011795044, "learning_rate": 1.0009803921568628e-05, "loss": 0.0431, "step": 1020 }, { "epoch": 15.0, "eval_loss": 0.1515953093767166, "eval_runtime": 1.5961, "eval_samples_per_second": 84.583, "eval_steps_per_second": 10.651, "step": 1020 }, { "epoch": 15.147058823529411, "grad_norm": 0.4401082992553711, "learning_rate": 9.911764705882354e-06, "loss": 0.0511, "step": 1030 }, { "epoch": 15.294117647058824, "grad_norm": 0.3193589150905609, "learning_rate": 9.813725490196078e-06, "loss": 0.0369, "step": 1040 }, { "epoch": 15.441176470588236, "grad_norm": 0.33625075221061707, "learning_rate": 9.715686274509805e-06, "loss": 0.0363, "step": 1050 }, { "epoch": 15.588235294117647, "grad_norm": 0.18927061557769775, "learning_rate": 9.61764705882353e-06, "loss": 0.0349, "step": 1060 }, { "epoch": 15.735294117647058, "grad_norm": 0.28063905239105225, "learning_rate": 9.519607843137255e-06, "loss": 0.0355, "step": 1070 }, { "epoch": 15.882352941176471, "grad_norm": 0.31923410296440125, "learning_rate": 9.421568627450981e-06, "loss": 0.0949, "step": 1080 }, { "epoch": 16.0, "eval_loss": 0.16671152412891388, "eval_runtime": 1.6889, "eval_samples_per_second": 79.936, "eval_steps_per_second": 10.066, "step": 1088 }, { "epoch": 16.029411764705884, "grad_norm": 0.25026965141296387, "learning_rate": 9.323529411764707e-06, "loss": 0.0357, "step": 1090 }, { "epoch": 16.176470588235293, "grad_norm": 0.39554500579833984, "learning_rate": 9.225490196078433e-06, "loss": 0.0946, "step": 1100 }, { "epoch": 16.323529411764707, "grad_norm": 0.30123069882392883, "learning_rate": 9.127450980392158e-06, "loss": 0.0322, "step": 1110 }, { "epoch": 16.470588235294116, "grad_norm": 0.25656214356422424, "learning_rate": 9.029411764705884e-06, "loss": 0.0291, "step": 1120 }, { "epoch": 16.61764705882353, "grad_norm": 0.21169237792491913, "learning_rate": 8.93137254901961e-06, "loss": 0.029, "step": 1130 }, { "epoch": 16.764705882352942, "grad_norm": 0.22442790865898132, "learning_rate": 8.833333333333334e-06, "loss": 0.0316, "step": 1140 }, { "epoch": 16.91176470588235, "grad_norm": 0.20120474696159363, "learning_rate": 8.73529411764706e-06, "loss": 0.0287, "step": 1150 }, { "epoch": 17.0, "eval_loss": 0.13797470927238464, "eval_runtime": 1.6743, "eval_samples_per_second": 80.63, "eval_steps_per_second": 10.153, "step": 1156 }, { "epoch": 17.058823529411764, "grad_norm": 0.20405986905097961, "learning_rate": 8.637254901960786e-06, "loss": 0.0321, "step": 1160 }, { "epoch": 17.205882352941178, "grad_norm": 0.22055025398731232, "learning_rate": 8.53921568627451e-06, "loss": 0.027, "step": 1170 }, { "epoch": 17.352941176470587, "grad_norm": 0.18829534947872162, "learning_rate": 8.441176470588237e-06, "loss": 0.0769, "step": 1180 }, { "epoch": 17.5, "grad_norm": 0.7278969883918762, "learning_rate": 8.343137254901961e-06, "loss": 0.0276, "step": 1190 }, { "epoch": 17.647058823529413, "grad_norm": 0.22244372963905334, "learning_rate": 8.245098039215687e-06, "loss": 0.0263, "step": 1200 }, { "epoch": 17.794117647058822, "grad_norm": 0.1744055598974228, "learning_rate": 8.147058823529413e-06, "loss": 0.0241, "step": 1210 }, { "epoch": 17.941176470588236, "grad_norm": 0.16366326808929443, "learning_rate": 8.049019607843137e-06, "loss": 0.0246, "step": 1220 }, { "epoch": 18.0, "eval_loss": 0.15256382524967194, "eval_runtime": 1.6045, "eval_samples_per_second": 84.139, "eval_steps_per_second": 10.595, "step": 1224 }, { "epoch": 18.08823529411765, "grad_norm": 0.15204133093357086, "learning_rate": 7.950980392156864e-06, "loss": 0.0254, "step": 1230 }, { "epoch": 18.235294117647058, "grad_norm": 0.16595087945461273, "learning_rate": 7.85294117647059e-06, "loss": 0.0243, "step": 1240 }, { "epoch": 18.38235294117647, "grad_norm": 0.2022247016429901, "learning_rate": 7.754901960784314e-06, "loss": 0.0242, "step": 1250 }, { "epoch": 18.529411764705884, "grad_norm": 0.17330515384674072, "learning_rate": 7.65686274509804e-06, "loss": 0.024, "step": 1260 }, { "epoch": 18.676470588235293, "grad_norm": 0.20826362073421478, "learning_rate": 7.558823529411765e-06, "loss": 0.0801, "step": 1270 }, { "epoch": 18.823529411764707, "grad_norm": 0.2036994844675064, "learning_rate": 7.460784313725491e-06, "loss": 0.0232, "step": 1280 }, { "epoch": 18.970588235294116, "grad_norm": 0.1467086523771286, "learning_rate": 7.3627450980392165e-06, "loss": 0.0217, "step": 1290 }, { "epoch": 19.0, "eval_loss": 0.14522351324558258, "eval_runtime": 1.6184, "eval_samples_per_second": 83.417, "eval_steps_per_second": 10.504, "step": 1292 }, { "epoch": 19.11764705882353, "grad_norm": 0.21091414988040924, "learning_rate": 7.264705882352942e-06, "loss": 0.0217, "step": 1300 }, { "epoch": 19.264705882352942, "grad_norm": 0.16935530304908752, "learning_rate": 7.166666666666667e-06, "loss": 0.0742, "step": 1310 }, { "epoch": 19.41176470588235, "grad_norm": 0.19531255960464478, "learning_rate": 7.068627450980393e-06, "loss": 0.0203, "step": 1320 }, { "epoch": 19.558823529411764, "grad_norm": 0.18234974145889282, "learning_rate": 6.970588235294118e-06, "loss": 0.0539, "step": 1330 }, { "epoch": 19.705882352941178, "grad_norm": 0.1523897647857666, "learning_rate": 6.8725490196078434e-06, "loss": 0.0207, "step": 1340 }, { "epoch": 19.852941176470587, "grad_norm": 0.1887982189655304, "learning_rate": 6.7745098039215695e-06, "loss": 0.0205, "step": 1350 }, { "epoch": 20.0, "grad_norm": 1.2818535566329956, "learning_rate": 6.676470588235294e-06, "loss": 0.0216, "step": 1360 }, { "epoch": 20.0, "eval_loss": 0.15050244331359863, "eval_runtime": 1.6089, "eval_samples_per_second": 83.907, "eval_steps_per_second": 10.566, "step": 1360 }, { "epoch": 20.147058823529413, "grad_norm": 0.1478956639766693, "learning_rate": 6.57843137254902e-06, "loss": 0.0181, "step": 1370 }, { "epoch": 20.294117647058822, "grad_norm": 0.18312789499759674, "learning_rate": 6.480392156862746e-06, "loss": 0.1025, "step": 1380 }, { "epoch": 20.441176470588236, "grad_norm": 0.15513214468955994, "learning_rate": 6.38235294117647e-06, "loss": 0.0209, "step": 1390 }, { "epoch": 20.58823529411765, "grad_norm": 0.13837294280529022, "learning_rate": 6.2843137254901964e-06, "loss": 0.0199, "step": 1400 }, { "epoch": 20.735294117647058, "grad_norm": 0.1465756893157959, "learning_rate": 6.1862745098039225e-06, "loss": 0.0192, "step": 1410 }, { "epoch": 20.88235294117647, "grad_norm": 0.16790196299552917, "learning_rate": 6.088235294117647e-06, "loss": 0.0195, "step": 1420 }, { "epoch": 21.0, "eval_loss": 0.1510893851518631, "eval_runtime": 1.6277, "eval_samples_per_second": 82.937, "eval_steps_per_second": 10.444, "step": 1428 }, { "epoch": 21.029411764705884, "grad_norm": 0.29194769263267517, "learning_rate": 5.990196078431373e-06, "loss": 0.0181, "step": 1430 }, { "epoch": 21.176470588235293, "grad_norm": 0.16755153238773346, "learning_rate": 5.892156862745099e-06, "loss": 0.0186, "step": 1440 }, { "epoch": 21.323529411764707, "grad_norm": 0.19387616217136383, "learning_rate": 5.794117647058824e-06, "loss": 0.0184, "step": 1450 }, { "epoch": 21.470588235294116, "grad_norm": 0.15613146126270294, "learning_rate": 5.6960784313725494e-06, "loss": 0.0196, "step": 1460 }, { "epoch": 21.61764705882353, "grad_norm": 0.12751713395118713, "learning_rate": 5.598039215686275e-06, "loss": 0.0178, "step": 1470 }, { "epoch": 21.764705882352942, "grad_norm": 0.15414807200431824, "learning_rate": 5.500000000000001e-06, "loss": 0.0177, "step": 1480 }, { "epoch": 21.91176470588235, "grad_norm": 0.12436957657337189, "learning_rate": 5.401960784313726e-06, "loss": 0.0749, "step": 1490 }, { "epoch": 22.0, "eval_loss": 0.14262542128562927, "eval_runtime": 1.6896, "eval_samples_per_second": 79.901, "eval_steps_per_second": 10.062, "step": 1496 }, { "epoch": 22.058823529411764, "grad_norm": 0.1797289252281189, "learning_rate": 5.303921568627451e-06, "loss": 0.0163, "step": 1500 }, { "epoch": 22.205882352941178, "grad_norm": 0.15396994352340698, "learning_rate": 5.205882352941177e-06, "loss": 0.0164, "step": 1510 }, { "epoch": 22.352941176470587, "grad_norm": 0.43706995248794556, "learning_rate": 5.107843137254902e-06, "loss": 0.0173, "step": 1520 }, { "epoch": 22.5, "grad_norm": 0.13553638756275177, "learning_rate": 5.009803921568628e-06, "loss": 0.0701, "step": 1530 }, { "epoch": 22.647058823529413, "grad_norm": 0.14506298303604126, "learning_rate": 4.911764705882353e-06, "loss": 0.0158, "step": 1540 }, { "epoch": 22.794117647058822, "grad_norm": 0.25496020913124084, "learning_rate": 4.813725490196079e-06, "loss": 0.0152, "step": 1550 }, { "epoch": 22.941176470588236, "grad_norm": 0.16556541621685028, "learning_rate": 4.715686274509804e-06, "loss": 0.0157, "step": 1560 }, { "epoch": 23.0, "eval_loss": 0.1430669128894806, "eval_runtime": 1.6521, "eval_samples_per_second": 81.714, "eval_steps_per_second": 10.29, "step": 1564 }, { "epoch": 23.08823529411765, "grad_norm": 0.12428230047225952, "learning_rate": 4.61764705882353e-06, "loss": 0.0159, "step": 1570 }, { "epoch": 23.235294117647058, "grad_norm": 0.11920207738876343, "learning_rate": 4.519607843137255e-06, "loss": 0.0145, "step": 1580 }, { "epoch": 23.38235294117647, "grad_norm": 0.1940208524465561, "learning_rate": 4.421568627450981e-06, "loss": 0.0162, "step": 1590 }, { "epoch": 23.529411764705884, "grad_norm": 0.1417732536792755, "learning_rate": 4.323529411764707e-06, "loss": 0.0149, "step": 1600 }, { "epoch": 23.676470588235293, "grad_norm": 0.13574868440628052, "learning_rate": 4.225490196078432e-06, "loss": 0.0152, "step": 1610 }, { "epoch": 23.823529411764707, "grad_norm": 0.1438971906900406, "learning_rate": 4.127450980392157e-06, "loss": 0.0677, "step": 1620 }, { "epoch": 23.970588235294116, "grad_norm": 0.12435536831617355, "learning_rate": 4.029411764705883e-06, "loss": 0.0152, "step": 1630 }, { "epoch": 24.0, "eval_loss": 0.14459367096424103, "eval_runtime": 1.6409, "eval_samples_per_second": 82.271, "eval_steps_per_second": 10.36, "step": 1632 }, { "epoch": 24.11764705882353, "grad_norm": 0.15185730159282684, "learning_rate": 3.931372549019608e-06, "loss": 0.0146, "step": 1640 }, { "epoch": 24.264705882352942, "grad_norm": 0.14219020307064056, "learning_rate": 3.833333333333334e-06, "loss": 0.0141, "step": 1650 }, { "epoch": 24.41176470588235, "grad_norm": 0.1183333620429039, "learning_rate": 3.7352941176470593e-06, "loss": 0.0142, "step": 1660 }, { "epoch": 24.558823529411764, "grad_norm": 0.11505335569381714, "learning_rate": 3.6372549019607845e-06, "loss": 0.0601, "step": 1670 }, { "epoch": 24.705882352941178, "grad_norm": 0.1279689520597458, "learning_rate": 3.53921568627451e-06, "loss": 0.0149, "step": 1680 }, { "epoch": 24.852941176470587, "grad_norm": 0.09878543764352798, "learning_rate": 3.4411764705882358e-06, "loss": 0.0145, "step": 1690 }, { "epoch": 25.0, "grad_norm": 0.2872982919216156, "learning_rate": 3.343137254901961e-06, "loss": 0.0142, "step": 1700 }, { "epoch": 25.0, "eval_loss": 0.1434563398361206, "eval_runtime": 1.5906, "eval_samples_per_second": 84.875, "eval_steps_per_second": 10.688, "step": 1700 }, { "epoch": 25.147058823529413, "grad_norm": 13.370408058166504, "learning_rate": 3.2450980392156866e-06, "loss": 0.0515, "step": 1710 }, { "epoch": 25.294117647058822, "grad_norm": 0.11658412218093872, "learning_rate": 3.147058823529412e-06, "loss": 0.0136, "step": 1720 }, { "epoch": 25.441176470588236, "grad_norm": 0.082937091588974, "learning_rate": 3.049019607843138e-06, "loss": 0.0145, "step": 1730 }, { "epoch": 25.58823529411765, "grad_norm": 0.09096076339483261, "learning_rate": 2.950980392156863e-06, "loss": 0.0132, "step": 1740 }, { "epoch": 25.735294117647058, "grad_norm": 0.12208091467618942, "learning_rate": 2.8529411764705883e-06, "loss": 0.0144, "step": 1750 }, { "epoch": 25.88235294117647, "grad_norm": 0.11157109588384628, "learning_rate": 2.754901960784314e-06, "loss": 0.0134, "step": 1760 }, { "epoch": 26.0, "eval_loss": 0.14469991624355316, "eval_runtime": 1.6847, "eval_samples_per_second": 80.133, "eval_steps_per_second": 10.091, "step": 1768 }, { "epoch": 26.029411764705884, "grad_norm": 0.13175475597381592, "learning_rate": 2.6568627450980396e-06, "loss": 0.0139, "step": 1770 }, { "epoch": 26.176470588235293, "grad_norm": 0.12328551709651947, "learning_rate": 2.558823529411765e-06, "loss": 0.0127, "step": 1780 }, { "epoch": 26.323529411764707, "grad_norm": 0.08687178790569305, "learning_rate": 2.4607843137254905e-06, "loss": 0.0731, "step": 1790 }, { "epoch": 26.470588235294116, "grad_norm": 0.11597796529531479, "learning_rate": 2.3627450980392157e-06, "loss": 0.0135, "step": 1800 }, { "epoch": 26.61764705882353, "grad_norm": 0.09727944433689117, "learning_rate": 2.2647058823529413e-06, "loss": 0.014, "step": 1810 }, { "epoch": 26.764705882352942, "grad_norm": 0.1099948063492775, "learning_rate": 2.166666666666667e-06, "loss": 0.0139, "step": 1820 }, { "epoch": 26.91176470588235, "grad_norm": 0.1616813987493515, "learning_rate": 2.068627450980392e-06, "loss": 0.0137, "step": 1830 }, { "epoch": 27.0, "eval_loss": 0.15348146855831146, "eval_runtime": 1.6268, "eval_samples_per_second": 82.982, "eval_steps_per_second": 10.45, "step": 1836 }, { "epoch": 27.058823529411764, "grad_norm": 0.09702517092227936, "learning_rate": 1.970588235294118e-06, "loss": 0.013, "step": 1840 }, { "epoch": 27.205882352941178, "grad_norm": 0.4694797992706299, "learning_rate": 1.8725490196078432e-06, "loss": 0.014, "step": 1850 }, { "epoch": 27.352941176470587, "grad_norm": 0.11010562628507614, "learning_rate": 1.7745098039215689e-06, "loss": 0.0126, "step": 1860 }, { "epoch": 27.5, "grad_norm": 0.11507220566272736, "learning_rate": 1.676470588235294e-06, "loss": 0.0134, "step": 1870 }, { "epoch": 27.647058823529413, "grad_norm": 0.10667148232460022, "learning_rate": 1.5784313725490197e-06, "loss": 0.0703, "step": 1880 }, { "epoch": 27.794117647058822, "grad_norm": 0.09035525470972061, "learning_rate": 1.4803921568627452e-06, "loss": 0.0127, "step": 1890 }, { "epoch": 27.941176470588236, "grad_norm": 0.13801293075084686, "learning_rate": 1.3823529411764708e-06, "loss": 0.0127, "step": 1900 }, { "epoch": 28.0, "eval_loss": 0.151557058095932, "eval_runtime": 1.6327, "eval_samples_per_second": 82.687, "eval_steps_per_second": 10.412, "step": 1904 }, { "epoch": 28.08823529411765, "grad_norm": 0.12456930428743362, "learning_rate": 1.284313725490196e-06, "loss": 0.0121, "step": 1910 }, { "epoch": 28.235294117647058, "grad_norm": 0.1714206337928772, "learning_rate": 1.1862745098039217e-06, "loss": 0.0143, "step": 1920 }, { "epoch": 28.38235294117647, "grad_norm": 0.09358106553554535, "learning_rate": 1.088235294117647e-06, "loss": 0.0124, "step": 1930 }, { "epoch": 28.529411764705884, "grad_norm": 0.12065358459949493, "learning_rate": 9.901960784313725e-07, "loss": 0.013, "step": 1940 }, { "epoch": 28.676470588235293, "grad_norm": 0.10697101801633835, "learning_rate": 8.921568627450982e-07, "loss": 0.0128, "step": 1950 }, { "epoch": 28.823529411764707, "grad_norm": 0.11727521568536758, "learning_rate": 7.941176470588236e-07, "loss": 0.0121, "step": 1960 }, { "epoch": 28.970588235294116, "grad_norm": 0.10474637895822525, "learning_rate": 6.960784313725491e-07, "loss": 0.0548, "step": 1970 }, { "epoch": 29.0, "eval_loss": 0.15194356441497803, "eval_runtime": 1.6187, "eval_samples_per_second": 83.399, "eval_steps_per_second": 10.502, "step": 1972 }, { "epoch": 29.11764705882353, "grad_norm": 0.11856939643621445, "learning_rate": 5.980392156862745e-07, "loss": 0.0121, "step": 1980 }, { "epoch": 29.264705882352942, "grad_norm": 0.12045503407716751, "learning_rate": 5.000000000000001e-07, "loss": 0.0128, "step": 1990 }, { "epoch": 29.41176470588235, "grad_norm": 0.11332525312900543, "learning_rate": 4.0196078431372556e-07, "loss": 0.0119, "step": 2000 } ], "logging_steps": 10, "max_steps": 2040, "num_input_tokens_seen": 0, "num_train_epochs": 30, "save_steps": 500, "stateful_callbacks": { "TrainerControl": { "args": { "should_epoch_stop": false, "should_evaluate": false, "should_log": false, "should_save": true, "should_training_stop": false }, "attributes": {} } }, "total_flos": 4156813161449472.0, "train_batch_size": 8, "trial_name": null, "trial_params": null }