{ "best_metric": null, "best_model_checkpoint": null, "epoch": 2.992, "global_step": 186, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.02, "learning_rate": 5e-05, "loss": 1.0164, "step": 1 }, { "epoch": 0.03, "learning_rate": 4.973118279569893e-05, "loss": 1.018, "step": 2 }, { "epoch": 0.05, "learning_rate": 4.9462365591397855e-05, "loss": 0.9919, "step": 3 }, { "epoch": 0.06, "learning_rate": 4.9193548387096775e-05, "loss": 0.969, "step": 4 }, { "epoch": 0.08, "learning_rate": 4.89247311827957e-05, "loss": 0.9611, "step": 5 }, { "epoch": 0.1, "learning_rate": 4.865591397849463e-05, "loss": 0.959, "step": 6 }, { "epoch": 0.11, "learning_rate": 4.8387096774193554e-05, "loss": 0.941, "step": 7 }, { "epoch": 0.13, "learning_rate": 4.811827956989248e-05, "loss": 0.9087, "step": 8 }, { "epoch": 0.14, "learning_rate": 4.78494623655914e-05, "loss": 0.8767, "step": 9 }, { "epoch": 0.16, "learning_rate": 4.7580645161290326e-05, "loss": 0.8336, "step": 10 }, { "epoch": 0.18, "learning_rate": 4.731182795698925e-05, "loss": 0.7915, "step": 11 }, { "epoch": 0.19, "learning_rate": 4.704301075268818e-05, "loss": 0.7544, "step": 12 }, { "epoch": 0.21, "learning_rate": 4.67741935483871e-05, "loss": 0.7445, "step": 13 }, { "epoch": 0.22, "learning_rate": 4.650537634408602e-05, "loss": 0.7209, "step": 14 }, { "epoch": 0.24, "learning_rate": 4.6236559139784944e-05, "loss": 0.6979, "step": 15 }, { "epoch": 0.26, "learning_rate": 4.596774193548387e-05, "loss": 0.6821, "step": 16 }, { "epoch": 0.27, "learning_rate": 4.56989247311828e-05, "loss": 0.6748, "step": 17 }, { "epoch": 0.29, "learning_rate": 4.543010752688172e-05, "loss": 0.6596, "step": 18 }, { "epoch": 0.3, "learning_rate": 4.516129032258064e-05, "loss": 0.665, "step": 19 }, { "epoch": 0.32, "learning_rate": 4.489247311827957e-05, "loss": 0.6468, "step": 20 }, { "epoch": 0.32, "eval_loss": 0.619140625, "eval_runtime": 1742.0658, "eval_samples_per_second": 203.842, "eval_steps_per_second": 50.961, "step": 20 }, { "epoch": 0.34, "learning_rate": 4.4623655913978496e-05, "loss": 0.6461, "step": 21 }, { "epoch": 0.35, "learning_rate": 4.435483870967742e-05, "loss": 0.6475, "step": 22 }, { "epoch": 0.37, "learning_rate": 4.408602150537635e-05, "loss": 0.6333, "step": 23 }, { "epoch": 0.38, "learning_rate": 4.381720430107527e-05, "loss": 0.6262, "step": 24 }, { "epoch": 0.4, "learning_rate": 4.3548387096774194e-05, "loss": 0.618, "step": 25 }, { "epoch": 0.42, "learning_rate": 4.327956989247312e-05, "loss": 0.6223, "step": 26 }, { "epoch": 0.43, "learning_rate": 4.301075268817205e-05, "loss": 0.6009, "step": 27 }, { "epoch": 0.45, "learning_rate": 4.2741935483870973e-05, "loss": 0.5914, "step": 28 }, { "epoch": 0.46, "learning_rate": 4.247311827956989e-05, "loss": 0.5829, "step": 29 }, { "epoch": 0.48, "learning_rate": 4.220430107526882e-05, "loss": 0.5764, "step": 30 }, { "epoch": 0.5, "learning_rate": 4.1935483870967746e-05, "loss": 0.5718, "step": 31 }, { "epoch": 0.51, "learning_rate": 4.166666666666667e-05, "loss": 0.5691, "step": 32 }, { "epoch": 0.53, "learning_rate": 4.13978494623656e-05, "loss": 0.5564, "step": 33 }, { "epoch": 0.54, "learning_rate": 4.112903225806452e-05, "loss": 0.5577, "step": 34 }, { "epoch": 0.56, "learning_rate": 4.0860215053763444e-05, "loss": 0.5574, "step": 35 }, { "epoch": 0.58, "learning_rate": 4.0591397849462364e-05, "loss": 0.5498, "step": 36 }, { "epoch": 0.59, "learning_rate": 4.032258064516129e-05, "loss": 0.5555, "step": 37 }, { "epoch": 0.61, "learning_rate": 4.005376344086022e-05, "loss": 0.5358, "step": 38 }, { "epoch": 0.62, "learning_rate": 3.978494623655914e-05, "loss": 0.5291, "step": 39 }, { "epoch": 0.64, "learning_rate": 3.951612903225806e-05, "loss": 0.5185, "step": 40 }, { "epoch": 0.64, "eval_loss": 0.50830078125, "eval_runtime": 1743.1779, "eval_samples_per_second": 203.712, "eval_steps_per_second": 50.928, "step": 40 }, { "epoch": 0.66, "learning_rate": 3.924731182795699e-05, "loss": 0.5232, "step": 41 }, { "epoch": 0.67, "learning_rate": 3.8978494623655915e-05, "loss": 0.5349, "step": 42 }, { "epoch": 0.69, "learning_rate": 3.870967741935484e-05, "loss": 0.5291, "step": 43 }, { "epoch": 0.7, "learning_rate": 3.844086021505376e-05, "loss": 0.5208, "step": 44 }, { "epoch": 0.72, "learning_rate": 3.817204301075269e-05, "loss": 0.5041, "step": 45 }, { "epoch": 0.74, "learning_rate": 3.7903225806451614e-05, "loss": 0.5098, "step": 46 }, { "epoch": 0.75, "learning_rate": 3.763440860215054e-05, "loss": 0.5125, "step": 47 }, { "epoch": 0.77, "learning_rate": 3.736559139784947e-05, "loss": 0.5128, "step": 48 }, { "epoch": 0.78, "learning_rate": 3.7096774193548386e-05, "loss": 0.5078, "step": 49 }, { "epoch": 0.8, "learning_rate": 3.682795698924731e-05, "loss": 0.5005, "step": 50 }, { "epoch": 0.82, "learning_rate": 3.655913978494624e-05, "loss": 0.4955, "step": 51 }, { "epoch": 0.83, "learning_rate": 3.6290322580645165e-05, "loss": 0.4727, "step": 52 }, { "epoch": 0.85, "learning_rate": 3.602150537634409e-05, "loss": 0.497, "step": 53 }, { "epoch": 0.86, "learning_rate": 3.575268817204301e-05, "loss": 0.4833, "step": 54 }, { "epoch": 0.88, "learning_rate": 3.548387096774194e-05, "loss": 0.492, "step": 55 }, { "epoch": 0.9, "learning_rate": 3.5215053763440864e-05, "loss": 0.4729, "step": 56 }, { "epoch": 0.91, "learning_rate": 3.494623655913979e-05, "loss": 0.4678, "step": 57 }, { "epoch": 0.93, "learning_rate": 3.467741935483872e-05, "loss": 0.4674, "step": 58 }, { "epoch": 0.94, "learning_rate": 3.4408602150537636e-05, "loss": 0.4602, "step": 59 }, { "epoch": 0.96, "learning_rate": 3.4139784946236556e-05, "loss": 0.459, "step": 60 }, { "epoch": 0.96, "eval_loss": 0.4521484375, "eval_runtime": 1747.4183, "eval_samples_per_second": 203.218, "eval_steps_per_second": 50.805, "step": 60 }, { "epoch": 0.98, "learning_rate": 3.387096774193548e-05, "loss": 0.4669, "step": 61 }, { "epoch": 0.99, "learning_rate": 3.360215053763441e-05, "loss": 0.4703, "step": 62 }, { "epoch": 1.02, "learning_rate": 3.3333333333333335e-05, "loss": 0.6859, "step": 63 }, { "epoch": 1.03, "learning_rate": 3.306451612903226e-05, "loss": 0.4635, "step": 64 }, { "epoch": 1.05, "learning_rate": 3.279569892473118e-05, "loss": 0.4668, "step": 65 }, { "epoch": 1.06, "learning_rate": 3.252688172043011e-05, "loss": 0.451, "step": 66 }, { "epoch": 1.08, "learning_rate": 3.2258064516129034e-05, "loss": 0.462, "step": 67 }, { "epoch": 1.1, "learning_rate": 3.198924731182796e-05, "loss": 0.4561, "step": 68 }, { "epoch": 1.11, "learning_rate": 3.172043010752688e-05, "loss": 0.4552, "step": 69 }, { "epoch": 1.13, "learning_rate": 3.1451612903225806e-05, "loss": 0.4361, "step": 70 }, { "epoch": 1.14, "learning_rate": 3.118279569892473e-05, "loss": 0.4467, "step": 71 }, { "epoch": 1.16, "learning_rate": 3.091397849462366e-05, "loss": 0.4603, "step": 72 }, { "epoch": 1.18, "learning_rate": 3.0645161290322585e-05, "loss": 0.4476, "step": 73 }, { "epoch": 1.19, "learning_rate": 3.0376344086021508e-05, "loss": 0.4416, "step": 74 }, { "epoch": 1.21, "learning_rate": 3.010752688172043e-05, "loss": 0.4348, "step": 75 }, { "epoch": 1.22, "learning_rate": 2.9838709677419357e-05, "loss": 0.4413, "step": 76 }, { "epoch": 1.24, "learning_rate": 2.9569892473118284e-05, "loss": 0.446, "step": 77 }, { "epoch": 1.26, "learning_rate": 2.9301075268817207e-05, "loss": 0.448, "step": 78 }, { "epoch": 1.27, "learning_rate": 2.9032258064516133e-05, "loss": 0.4392, "step": 79 }, { "epoch": 1.29, "learning_rate": 2.8763440860215056e-05, "loss": 0.4352, "step": 80 }, { "epoch": 1.29, "eval_loss": 0.419189453125, "eval_runtime": 1744.6633, "eval_samples_per_second": 203.538, "eval_steps_per_second": 50.885, "step": 80 }, { "epoch": 1.3, "learning_rate": 2.8494623655913982e-05, "loss": 0.4325, "step": 81 }, { "epoch": 1.32, "learning_rate": 2.822580645161291e-05, "loss": 0.4377, "step": 82 }, { "epoch": 1.34, "learning_rate": 2.7956989247311828e-05, "loss": 0.4454, "step": 83 }, { "epoch": 1.35, "learning_rate": 2.768817204301075e-05, "loss": 0.4313, "step": 84 }, { "epoch": 1.37, "learning_rate": 2.7419354838709678e-05, "loss": 0.431, "step": 85 }, { "epoch": 1.38, "learning_rate": 2.71505376344086e-05, "loss": 0.4211, "step": 86 }, { "epoch": 1.4, "learning_rate": 2.6881720430107527e-05, "loss": 0.44, "step": 87 }, { "epoch": 1.42, "learning_rate": 2.661290322580645e-05, "loss": 0.4275, "step": 88 }, { "epoch": 1.43, "learning_rate": 2.6344086021505376e-05, "loss": 0.4517, "step": 89 }, { "epoch": 1.45, "learning_rate": 2.6075268817204303e-05, "loss": 0.4296, "step": 90 }, { "epoch": 1.46, "learning_rate": 2.5806451612903226e-05, "loss": 0.4501, "step": 91 }, { "epoch": 1.48, "learning_rate": 2.5537634408602152e-05, "loss": 0.4254, "step": 92 }, { "epoch": 1.5, "learning_rate": 2.5268817204301075e-05, "loss": 0.4409, "step": 93 }, { "epoch": 1.51, "learning_rate": 2.5e-05, "loss": 0.4306, "step": 94 }, { "epoch": 1.53, "learning_rate": 2.4731182795698928e-05, "loss": 0.4322, "step": 95 }, { "epoch": 1.54, "learning_rate": 2.446236559139785e-05, "loss": 0.4277, "step": 96 }, { "epoch": 1.56, "learning_rate": 2.4193548387096777e-05, "loss": 0.433, "step": 97 }, { "epoch": 1.58, "learning_rate": 2.39247311827957e-05, "loss": 0.4223, "step": 98 }, { "epoch": 1.59, "learning_rate": 2.3655913978494626e-05, "loss": 0.4335, "step": 99 }, { "epoch": 1.61, "learning_rate": 2.338709677419355e-05, "loss": 0.4427, "step": 100 }, { "epoch": 1.61, "eval_loss": 0.419921875, "eval_runtime": 1745.4302, "eval_samples_per_second": 203.449, "eval_steps_per_second": 50.863, "step": 100 }, { "epoch": 1.62, "learning_rate": 2.3118279569892472e-05, "loss": 0.4334, "step": 101 }, { "epoch": 1.64, "learning_rate": 2.28494623655914e-05, "loss": 0.4288, "step": 102 }, { "epoch": 1.66, "learning_rate": 2.258064516129032e-05, "loss": 0.4305, "step": 103 }, { "epoch": 1.67, "learning_rate": 2.2311827956989248e-05, "loss": 0.4244, "step": 104 }, { "epoch": 1.69, "learning_rate": 2.2043010752688174e-05, "loss": 0.443, "step": 105 }, { "epoch": 1.7, "learning_rate": 2.1774193548387097e-05, "loss": 0.4207, "step": 106 }, { "epoch": 1.72, "learning_rate": 2.1505376344086024e-05, "loss": 0.4353, "step": 107 }, { "epoch": 1.74, "learning_rate": 2.1236559139784946e-05, "loss": 0.4327, "step": 108 }, { "epoch": 1.75, "learning_rate": 2.0967741935483873e-05, "loss": 0.4121, "step": 109 }, { "epoch": 1.77, "learning_rate": 2.06989247311828e-05, "loss": 0.4407, "step": 110 }, { "epoch": 1.78, "learning_rate": 2.0430107526881722e-05, "loss": 0.4215, "step": 111 }, { "epoch": 1.8, "learning_rate": 2.0161290322580645e-05, "loss": 0.442, "step": 112 }, { "epoch": 1.82, "learning_rate": 1.989247311827957e-05, "loss": 0.4322, "step": 113 }, { "epoch": 1.83, "learning_rate": 1.9623655913978494e-05, "loss": 0.4247, "step": 114 }, { "epoch": 1.85, "learning_rate": 1.935483870967742e-05, "loss": 0.4311, "step": 115 }, { "epoch": 1.86, "learning_rate": 1.9086021505376344e-05, "loss": 0.425, "step": 116 }, { "epoch": 1.88, "learning_rate": 1.881720430107527e-05, "loss": 0.412, "step": 117 }, { "epoch": 1.9, "learning_rate": 1.8548387096774193e-05, "loss": 0.4283, "step": 118 }, { "epoch": 1.91, "learning_rate": 1.827956989247312e-05, "loss": 0.4112, "step": 119 }, { "epoch": 1.93, "learning_rate": 1.8010752688172046e-05, "loss": 0.4246, "step": 120 }, { "epoch": 1.93, "eval_loss": 0.4130859375, "eval_runtime": 1746.3767, "eval_samples_per_second": 203.339, "eval_steps_per_second": 50.835, "step": 120 }, { "epoch": 1.94, "learning_rate": 1.774193548387097e-05, "loss": 0.4167, "step": 121 }, { "epoch": 1.96, "learning_rate": 1.7473118279569895e-05, "loss": 0.4198, "step": 122 }, { "epoch": 1.98, "learning_rate": 1.7204301075268818e-05, "loss": 0.4351, "step": 123 }, { "epoch": 1.99, "learning_rate": 1.693548387096774e-05, "loss": 0.4309, "step": 124 }, { "epoch": 2.02, "learning_rate": 1.6666666666666667e-05, "loss": 0.633, "step": 125 }, { "epoch": 2.03, "learning_rate": 1.639784946236559e-05, "loss": 0.4275, "step": 126 }, { "epoch": 2.05, "learning_rate": 1.6129032258064517e-05, "loss": 0.4274, "step": 127 }, { "epoch": 2.06, "learning_rate": 1.586021505376344e-05, "loss": 0.4239, "step": 128 }, { "epoch": 2.08, "learning_rate": 1.5591397849462366e-05, "loss": 0.4155, "step": 129 }, { "epoch": 2.1, "learning_rate": 1.5322580645161292e-05, "loss": 0.4234, "step": 130 }, { "epoch": 2.11, "learning_rate": 1.5053763440860215e-05, "loss": 0.4205, "step": 131 }, { "epoch": 2.13, "learning_rate": 1.4784946236559142e-05, "loss": 0.4136, "step": 132 }, { "epoch": 2.14, "learning_rate": 1.4516129032258066e-05, "loss": 0.4108, "step": 133 }, { "epoch": 2.16, "learning_rate": 1.4247311827956991e-05, "loss": 0.4186, "step": 134 }, { "epoch": 2.18, "learning_rate": 1.3978494623655914e-05, "loss": 0.4211, "step": 135 }, { "epoch": 2.19, "learning_rate": 1.3709677419354839e-05, "loss": 0.424, "step": 136 }, { "epoch": 2.21, "learning_rate": 1.3440860215053763e-05, "loss": 0.4194, "step": 137 }, { "epoch": 2.22, "learning_rate": 1.3172043010752688e-05, "loss": 0.419, "step": 138 }, { "epoch": 2.24, "learning_rate": 1.2903225806451613e-05, "loss": 0.4108, "step": 139 }, { "epoch": 2.26, "learning_rate": 1.2634408602150537e-05, "loss": 0.4301, "step": 140 }, { "epoch": 2.26, "eval_loss": 0.410400390625, "eval_runtime": 1748.2938, "eval_samples_per_second": 203.116, "eval_steps_per_second": 50.779, "step": 140 }, { "epoch": 2.27, "learning_rate": 1.2365591397849464e-05, "loss": 0.4142, "step": 141 }, { "epoch": 2.29, "learning_rate": 1.2096774193548388e-05, "loss": 0.4285, "step": 142 }, { "epoch": 2.3, "learning_rate": 1.1827956989247313e-05, "loss": 0.4224, "step": 143 }, { "epoch": 2.32, "learning_rate": 1.1559139784946236e-05, "loss": 0.4097, "step": 144 }, { "epoch": 2.34, "learning_rate": 1.129032258064516e-05, "loss": 0.4259, "step": 145 }, { "epoch": 2.35, "learning_rate": 1.1021505376344087e-05, "loss": 0.4113, "step": 146 }, { "epoch": 2.37, "learning_rate": 1.0752688172043012e-05, "loss": 0.4279, "step": 147 }, { "epoch": 2.38, "learning_rate": 1.0483870967741936e-05, "loss": 0.4262, "step": 148 }, { "epoch": 2.4, "learning_rate": 1.0215053763440861e-05, "loss": 0.4226, "step": 149 }, { "epoch": 2.42, "learning_rate": 9.946236559139786e-06, "loss": 0.4336, "step": 150 }, { "epoch": 2.43, "learning_rate": 9.67741935483871e-06, "loss": 0.4251, "step": 151 }, { "epoch": 2.45, "learning_rate": 9.408602150537635e-06, "loss": 0.4305, "step": 152 }, { "epoch": 2.46, "learning_rate": 9.13978494623656e-06, "loss": 0.4231, "step": 153 }, { "epoch": 2.48, "learning_rate": 8.870967741935484e-06, "loss": 0.4244, "step": 154 }, { "epoch": 2.5, "learning_rate": 8.602150537634409e-06, "loss": 0.4237, "step": 155 }, { "epoch": 2.51, "learning_rate": 8.333333333333334e-06, "loss": 0.4305, "step": 156 }, { "epoch": 2.53, "learning_rate": 8.064516129032258e-06, "loss": 0.4321, "step": 157 }, { "epoch": 2.54, "learning_rate": 7.795698924731183e-06, "loss": 0.4168, "step": 158 }, { "epoch": 2.56, "learning_rate": 7.526881720430108e-06, "loss": 0.4253, "step": 159 }, { "epoch": 2.58, "learning_rate": 7.258064516129033e-06, "loss": 0.428, "step": 160 }, { "epoch": 2.58, "eval_loss": 0.409912109375, "eval_runtime": 1746.7059, "eval_samples_per_second": 203.3, "eval_steps_per_second": 50.825, "step": 160 }, { "epoch": 2.59, "learning_rate": 6.989247311827957e-06, "loss": 0.4184, "step": 161 }, { "epoch": 2.61, "learning_rate": 6.720430107526882e-06, "loss": 0.4162, "step": 162 }, { "epoch": 2.62, "learning_rate": 6.451612903225806e-06, "loss": 0.4201, "step": 163 }, { "epoch": 2.64, "learning_rate": 6.182795698924732e-06, "loss": 0.4034, "step": 164 }, { "epoch": 2.66, "learning_rate": 5.9139784946236566e-06, "loss": 0.4227, "step": 165 }, { "epoch": 2.67, "learning_rate": 5.64516129032258e-06, "loss": 0.4148, "step": 166 }, { "epoch": 2.69, "learning_rate": 5.376344086021506e-06, "loss": 0.4219, "step": 167 }, { "epoch": 2.7, "learning_rate": 5.1075268817204305e-06, "loss": 0.4191, "step": 168 }, { "epoch": 2.72, "learning_rate": 4.838709677419355e-06, "loss": 0.42, "step": 169 }, { "epoch": 2.74, "learning_rate": 4.56989247311828e-06, "loss": 0.4101, "step": 170 }, { "epoch": 2.75, "learning_rate": 4.3010752688172045e-06, "loss": 0.4089, "step": 171 }, { "epoch": 2.77, "learning_rate": 4.032258064516129e-06, "loss": 0.4173, "step": 172 }, { "epoch": 2.78, "learning_rate": 3.763440860215054e-06, "loss": 0.4043, "step": 173 }, { "epoch": 2.8, "learning_rate": 3.4946236559139785e-06, "loss": 0.4149, "step": 174 }, { "epoch": 2.82, "learning_rate": 3.225806451612903e-06, "loss": 0.4164, "step": 175 }, { "epoch": 2.83, "learning_rate": 2.9569892473118283e-06, "loss": 0.4323, "step": 176 }, { "epoch": 2.85, "learning_rate": 2.688172043010753e-06, "loss": 0.4218, "step": 177 }, { "epoch": 2.86, "learning_rate": 2.4193548387096776e-06, "loss": 0.4202, "step": 178 }, { "epoch": 2.88, "learning_rate": 2.1505376344086023e-06, "loss": 0.4136, "step": 179 }, { "epoch": 2.9, "learning_rate": 1.881720430107527e-06, "loss": 0.4161, "step": 180 }, { "epoch": 2.9, "eval_loss": 0.41015625, "eval_runtime": 1743.0697, "eval_samples_per_second": 203.724, "eval_steps_per_second": 50.931, "step": 180 }, { "epoch": 2.91, "learning_rate": 1.6129032258064516e-06, "loss": 0.4169, "step": 181 }, { "epoch": 2.93, "learning_rate": 1.3440860215053765e-06, "loss": 0.4106, "step": 182 }, { "epoch": 2.94, "learning_rate": 1.0752688172043011e-06, "loss": 0.4153, "step": 183 }, { "epoch": 2.96, "learning_rate": 8.064516129032258e-07, "loss": 0.4121, "step": 184 }, { "epoch": 2.98, "learning_rate": 5.376344086021506e-07, "loss": 0.4271, "step": 185 }, { "epoch": 2.99, "learning_rate": 2.688172043010753e-07, "loss": 0.419, "step": 186 }, { "epoch": 2.99, "step": 186, "total_flos": 6.470199735448031e+17, "train_loss": 0.4974935067597256, "train_runtime": 42264.3717, "train_samples_per_second": 35.491, "train_steps_per_second": 0.004 } ], "max_steps": 186, "num_train_epochs": 3, "total_flos": 6.470199735448031e+17, "trial_name": null, "trial_params": null }