diff --git "a/checkpoint-1000/trainer_state.json" "b/checkpoint-1000/trainer_state.json" new file mode 100644--- /dev/null +++ "b/checkpoint-1000/trainer_state.json" @@ -0,0 +1,6106 @@ +{ + "best_metric": 6.766034126281738, + "best_model_checkpoint": "./output_v2/34bCodellama_CodeLlama-34b-Python-hf_unnatural-instructions_standardized/checkpoint-1000", + "epoch": 0.007638835841417768, + "global_step": 1000, + "is_hyper_param_search": false, + "is_local_process_zero": true, + "is_world_process_zero": true, + "log_history": [ + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 3.0808, + "step": 1 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 5.8773, + "step": 2 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 0.1965, + "step": 3 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 0.118, + "step": 4 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 0.1773, + "step": 5 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 0.1165, + "step": 6 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 4.2666, + "step": 7 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 0.3704, + "step": 8 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 4.9976, + "step": 9 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 1.985, + "step": 10 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 1.0541, + "step": 11 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 0.6228, + "step": 12 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 1.3651, + "step": 13 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 0.0867, + "step": 14 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 0.4422, + "step": 15 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 0.7759, + "step": 16 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 0.1446, + "step": 17 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 0.0007, + "step": 18 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 0.0894, + "step": 19 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 7.2424, + "step": 20 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 2.1343, + "step": 21 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 0.5354, + "step": 22 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 0.1887, + "step": 23 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 1.6652, + "step": 24 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 0.964, + "step": 25 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 0.1872, + "step": 26 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 0.4722, + "step": 27 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 0.1462, + "step": 28 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 3.0485, + "step": 29 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 1.148, + "step": 30 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 6.7274, + "step": 31 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 1.6689, + "step": 32 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 0.3384, + "step": 33 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 1.5354, + "step": 34 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 3.1976, + "step": 35 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 0.8593, + "step": 36 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 1.9302, + "step": 37 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 0.5968, + "step": 38 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 0.3169, + "step": 39 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 1.1793, + "step": 40 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 1.8457, + "step": 41 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 0.5177, + "step": 42 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 2.003, + "step": 43 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 1.9928, + "step": 44 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 15.2574, + "step": 45 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 0.3915, + "step": 46 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 2.4105, + "step": 47 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 1.1184, + "step": 48 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 2.72, + "step": 49 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 3.9628, + "step": 50 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 5.2372, + "step": 51 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 7.3733, + "step": 52 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 3.8936, + "step": 53 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 4.5353, + "step": 54 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 2.0754, + "step": 55 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 2.6685, + "step": 56 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 2.8984, + "step": 57 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 5.2265, + "step": 58 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 8.7696, + "step": 59 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 9.7349, + "step": 60 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 10.0221, + "step": 61 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 15.1901, + "step": 62 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 9.387, + "step": 63 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 6.7323, + "step": 64 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 10.2077, + "step": 65 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 10.3155, + "step": 66 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 8.1656, + "step": 67 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 13.0828, + "step": 68 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 8.5295, + "step": 69 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 8.4575, + "step": 70 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 14.7654, + "step": 71 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 10.6263, + "step": 72 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 24.8238, + "step": 73 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 15.0654, + "step": 74 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 28.1046, + "step": 75 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 14.3232, + "step": 76 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 22.9712, + "step": 77 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 18.8529, + "step": 78 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 15.8356, + "step": 79 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 16.472, + "step": 80 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 12.2369, + "step": 81 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 14.0731, + "step": 82 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 9.8853, + "step": 83 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 7.5438, + "step": 84 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 8.2665, + "step": 85 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 11.5484, + "step": 86 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 9.7546, + "step": 87 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 9.4309, + "step": 88 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 11.5593, + "step": 89 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 8.3822, + "step": 90 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 9.6315, + "step": 91 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 7.6116, + "step": 92 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 10.2288, + "step": 93 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 5.0053, + "step": 94 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 12.359, + "step": 95 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 8.9235, + "step": 96 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 31.9845, + "step": 97 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 11.1385, + "step": 98 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 7.6161, + "step": 99 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 8.8096, + "step": 100 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 9.9918, + "step": 101 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 6.344, + "step": 102 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 9.1607, + "step": 103 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 9.4834, + "step": 104 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 4.704, + "step": 105 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 9.1238, + "step": 106 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 7.8066, + "step": 107 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 7.9656, + "step": 108 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 7.1979, + "step": 109 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 7.2294, + "step": 110 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 8.066, + "step": 111 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 7.7914, + "step": 112 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 6.7344, + "step": 113 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 8.6703, + "step": 114 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 2.8817, + "step": 115 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 11.7733, + "step": 116 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 10.469, + "step": 117 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 4.1304, + "step": 118 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 9.871, + "step": 119 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 9.5353, + "step": 120 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 4.9055, + "step": 121 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 8.6142, + "step": 122 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 9.0201, + "step": 123 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 5.3805, + "step": 124 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 6.6825, + "step": 125 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 9.7166, + "step": 126 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 3.7747, + "step": 127 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 6.7695, + "step": 128 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 5.7291, + "step": 129 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 4.1296, + "step": 130 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 6.5374, + "step": 131 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 6.1854, + "step": 132 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 8.434, + "step": 133 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 8.438, + "step": 134 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 7.3027, + "step": 135 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 8.382, + "step": 136 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 9.9277, + "step": 137 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 7.223, + "step": 138 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 4.3042, + "step": 139 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 2.6361, + "step": 140 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 6.3547, + "step": 141 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 4.7181, + "step": 142 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 10.7528, + "step": 143 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 11.4316, + "step": 144 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 9.2219, + "step": 145 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 5.7788, + "step": 146 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 6.2749, + "step": 147 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 8.2397, + "step": 148 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 8.6243, + "step": 149 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 5.145, + "step": 150 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 8.7951, + "step": 151 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 7.1862, + "step": 152 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 4.1305, + "step": 153 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 3.5766, + "step": 154 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 8.9232, + "step": 155 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 3.9936, + "step": 156 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 10.9692, + "step": 157 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 10.2772, + "step": 158 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 9.302, + "step": 159 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 8.9931, + "step": 160 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 6.9675, + "step": 161 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 2.8536, + "step": 162 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 7.6589, + "step": 163 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 8.932, + "step": 164 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 9.0301, + "step": 165 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 6.4861, + "step": 166 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 8.1354, + "step": 167 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 8.0717, + "step": 168 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 4.9346, + "step": 169 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 7.9373, + "step": 170 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 7.8777, + "step": 171 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 8.4193, + "step": 172 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 7.6831, + "step": 173 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 6.4175, + "step": 174 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 5.3629, + "step": 175 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 8.118, + "step": 176 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 4.633, + "step": 177 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 4.8355, + "step": 178 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 3.4522, + "step": 179 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 9.9272, + "step": 180 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 8.4631, + "step": 181 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 9.2987, + "step": 182 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 8.1183, + "step": 183 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 2.9976, + "step": 184 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 6.0668, + "step": 185 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 8.6291, + "step": 186 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 8.5937, + "step": 187 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 5.7382, + "step": 188 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 6.7677, + "step": 189 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 4.0293, + "step": 190 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 3.6407, + "step": 191 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 3.9508, + "step": 192 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 2.5053, + "step": 193 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 5.5718, + "step": 194 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 7.5211, + "step": 195 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 7.9557, + "step": 196 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 8.1609, + "step": 197 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 5.8505, + "step": 198 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 5.8278, + "step": 199 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 3.8447, + "step": 200 + }, + { + "epoch": 0.0, + "eval_loss": 7.883856773376465, + "eval_runtime": 22.4254, + "eval_samples_per_second": 2.23, + "eval_steps_per_second": 1.115, + "step": 200 + }, + { + "epoch": 0.0, + "mmlu_eval_accuracy": 0.2525477994227994, + "mmlu_eval_accuracy_abstract_algebra": 0.18181818181818182, + "mmlu_eval_accuracy_anatomy": 0.07142857142857142, + "mmlu_eval_accuracy_astronomy": 0.3125, + "mmlu_eval_accuracy_business_ethics": 0.4444444444444444, + "mmlu_loss": 4.629522514343262, + "step": 200 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 8.3249, + "step": 201 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 9.352, + "step": 202 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 7.2984, + "step": 203 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 11.2734, + "step": 204 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 9.1, + "step": 205 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 5.448, + "step": 206 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 9.2387, + "step": 207 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 8.861, + "step": 208 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 6.603, + "step": 209 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 6.29, + "step": 210 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 7.2105, + "step": 211 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 6.1949, + "step": 212 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 9.0538, + "step": 213 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 8.0343, + "step": 214 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 8.7794, + "step": 215 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 10.5532, + "step": 216 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 7.2676, + "step": 217 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 9.566, + "step": 218 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 9.0432, + "step": 219 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 7.9391, + "step": 220 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 7.724, + "step": 221 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 7.229, + "step": 222 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 8.3462, + "step": 223 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 8.0752, + "step": 224 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 6.1966, + "step": 225 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 7.7279, + "step": 226 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 7.8484, + "step": 227 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 7.7291, + "step": 228 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 4.2665, + "step": 229 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 5.3551, + "step": 230 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 8.7338, + "step": 231 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 6.8407, + "step": 232 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 6.3581, + "step": 233 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 4.441, + "step": 234 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 5.0788, + "step": 235 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 6.8404, + "step": 236 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 3.4314, + "step": 237 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 3.8426, + "step": 238 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 2.0205, + "step": 239 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 6.4162, + "step": 240 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 9.7515, + "step": 241 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 9.1442, + "step": 242 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 9.5868, + "step": 243 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 6.6514, + "step": 244 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 7.2683, + "step": 245 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 7.31, + "step": 246 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 8.0161, + "step": 247 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 4.484, + "step": 248 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 5.9726, + "step": 249 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 3.0926, + "step": 250 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 7.5279, + "step": 251 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 9.0017, + "step": 252 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 7.5684, + "step": 253 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 4.3875, + "step": 254 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 5.9489, + "step": 255 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 9.8948, + "step": 256 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 9.0856, + "step": 257 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 8.599, + "step": 258 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 8.1575, + "step": 259 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 8.3701, + "step": 260 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 8.464, + "step": 261 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 8.9193, + "step": 262 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 7.5679, + "step": 263 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 7.9424, + "step": 264 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 7.6689, + "step": 265 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 5.6475, + "step": 266 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 8.4311, + "step": 267 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 6.7426, + "step": 268 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 6.5191, + "step": 269 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 8.3059, + "step": 270 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 7.0142, + "step": 271 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 10.4509, + "step": 272 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 10.0831, + "step": 273 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 5.6977, + "step": 274 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 5.4236, + "step": 275 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 7.2129, + "step": 276 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 9.1394, + "step": 277 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 7.685, + "step": 278 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 5.0275, + "step": 279 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 11.3215, + "step": 280 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 6.6542, + "step": 281 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 6.7614, + "step": 282 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 6.2996, + "step": 283 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 6.6275, + "step": 284 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 7.8736, + "step": 285 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 9.4667, + "step": 286 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 4.8486, + "step": 287 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 7.2125, + "step": 288 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 8.4523, + "step": 289 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 5.551, + "step": 290 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 11.7158, + "step": 291 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 3.5092, + "step": 292 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 7.9169, + "step": 293 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 3.5333, + "step": 294 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 7.9949, + "step": 295 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 2.7189, + "step": 296 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 9.2366, + "step": 297 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 8.4745, + "step": 298 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 5.2439, + "step": 299 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 6.4176, + "step": 300 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 10.9365, + "step": 301 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 9.5309, + "step": 302 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 7.2201, + "step": 303 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 10.0312, + "step": 304 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 8.4173, + "step": 305 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 7.4856, + "step": 306 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 7.5041, + "step": 307 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 5.3597, + "step": 308 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 5.8395, + "step": 309 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 7.0776, + "step": 310 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 6.7566, + "step": 311 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 6.9767, + "step": 312 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 5.3804, + "step": 313 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 11.5327, + "step": 314 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 10.5293, + "step": 315 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 6.4531, + "step": 316 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 6.3961, + "step": 317 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 8.5669, + "step": 318 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 8.8559, + "step": 319 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 8.117, + "step": 320 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 7.4279, + "step": 321 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 8.7977, + "step": 322 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 4.955, + "step": 323 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 8.0164, + "step": 324 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 12.0495, + "step": 325 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 6.2768, + "step": 326 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 8.3162, + "step": 327 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 6.88, + "step": 328 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 9.2157, + "step": 329 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 5.8427, + "step": 330 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 9.9729, + "step": 331 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 5.1779, + "step": 332 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 7.1302, + "step": 333 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 7.7705, + "step": 334 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 7.523, + "step": 335 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 7.9375, + "step": 336 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 10.1409, + "step": 337 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 4.633, + "step": 338 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 6.6481, + "step": 339 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 5.933, + "step": 340 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 3.9179, + "step": 341 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 6.9332, + "step": 342 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 7.6553, + "step": 343 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 5.7412, + "step": 344 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 6.849, + "step": 345 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 4.7321, + "step": 346 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 8.9717, + "step": 347 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 4.3465, + "step": 348 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 6.4535, + "step": 349 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 4.2376, + "step": 350 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 7.9025, + "step": 351 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 5.916, + "step": 352 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 10.3785, + "step": 353 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 8.0576, + "step": 354 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 9.5081, + "step": 355 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 8.1303, + "step": 356 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 4.3854, + "step": 357 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 11.5553, + "step": 358 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 8.9627, + "step": 359 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 6.402, + "step": 360 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 7.3484, + "step": 361 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 9.5428, + "step": 362 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 8.9128, + "step": 363 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 7.3934, + "step": 364 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 5.4812, + "step": 365 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 8.5395, + "step": 366 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 6.6304, + "step": 367 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 4.5626, + "step": 368 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 10.5693, + "step": 369 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 8.3458, + "step": 370 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 8.6254, + "step": 371 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 7.8706, + "step": 372 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 7.6076, + "step": 373 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 3.2912, + "step": 374 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 6.3326, + "step": 375 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 4.3735, + "step": 376 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 5.4916, + "step": 377 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 3.5553, + "step": 378 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 7.6241, + "step": 379 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 6.6106, + "step": 380 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 9.266, + "step": 381 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 7.7738, + "step": 382 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 5.4988, + "step": 383 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 7.2968, + "step": 384 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 6.8512, + "step": 385 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 8.0341, + "step": 386 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 4.898, + "step": 387 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 5.23, + "step": 388 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 4.9608, + "step": 389 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 3.3679, + "step": 390 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 2.7074, + "step": 391 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 8.9903, + "step": 392 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 7.5845, + "step": 393 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 8.6493, + "step": 394 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 7.7962, + "step": 395 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 6.4865, + "step": 396 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 8.3418, + "step": 397 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 8.3942, + "step": 398 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 3.4715, + "step": 399 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 4.2073, + "step": 400 + }, + { + "epoch": 0.0, + "eval_loss": 7.106412410736084, + "eval_runtime": 22.5667, + "eval_samples_per_second": 2.216, + "eval_steps_per_second": 1.108, + "step": 400 + }, + { + "epoch": 0.0, + "mmlu_eval_accuracy": 0.2525477994227994, + "mmlu_eval_accuracy_abstract_algebra": 0.18181818181818182, + "mmlu_eval_accuracy_anatomy": 0.07142857142857142, + "mmlu_eval_accuracy_astronomy": 0.3125, + "mmlu_eval_accuracy_business_ethics": 0.4444444444444444, + "mmlu_loss": 2.9128687667846678, + "step": 400 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 8.3984, + "step": 401 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 8.7983, + "step": 402 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 3.8589, + "step": 403 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 6.9884, + "step": 404 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 5.4427, + "step": 405 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 8.0374, + "step": 406 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 6.7999, + "step": 407 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 8.2437, + "step": 408 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 2.6902, + "step": 409 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 6.81, + "step": 410 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 4.8979, + "step": 411 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 8.0211, + "step": 412 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 6.3945, + "step": 413 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 10.5807, + "step": 414 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 9.1433, + "step": 415 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 8.9466, + "step": 416 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 6.6276, + "step": 417 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 7.4945, + "step": 418 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 3.6215, + "step": 419 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 9.3919, + "step": 420 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 5.7915, + "step": 421 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 4.3284, + "step": 422 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 5.8723, + "step": 423 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 6.0149, + "step": 424 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 4.979, + "step": 425 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 4.9175, + "step": 426 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 2.4994, + "step": 427 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 9.9791, + "step": 428 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 8.1156, + "step": 429 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 7.5813, + "step": 430 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 5.1882, + "step": 431 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 6.9956, + "step": 432 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 5.6189, + "step": 433 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 5.9624, + "step": 434 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 3.5387, + "step": 435 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 6.4605, + "step": 436 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 7.474, + "step": 437 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 8.0497, + "step": 438 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 6.5705, + "step": 439 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 2.275, + "step": 440 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 5.9638, + "step": 441 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 2.4857, + "step": 442 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 7.3067, + "step": 443 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 5.8152, + "step": 444 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 7.1668, + "step": 445 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 7.5293, + "step": 446 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 7.3981, + "step": 447 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 3.4787, + "step": 448 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 3.5981, + "step": 449 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 2.3569, + "step": 450 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 6.4088, + "step": 451 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 2.3677, + "step": 452 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 4.4686, + "step": 453 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 8.3552, + "step": 454 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 8.7931, + "step": 455 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 5.9285, + "step": 456 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 5.0554, + "step": 457 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 8.7277, + "step": 458 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 7.2474, + "step": 459 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 6.9274, + "step": 460 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 6.2558, + "step": 461 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 3.7547, + "step": 462 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 7.1264, + "step": 463 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 5.2124, + "step": 464 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 6.8751, + "step": 465 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 5.7317, + "step": 466 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 7.3697, + "step": 467 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 8.0021, + "step": 468 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 7.3761, + "step": 469 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 7.2291, + "step": 470 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 7.7968, + "step": 471 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 3.9454, + "step": 472 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 6.0194, + "step": 473 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 6.5048, + "step": 474 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 5.6837, + "step": 475 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 8.1066, + "step": 476 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 4.3501, + "step": 477 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 4.5071, + "step": 478 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 9.1086, + "step": 479 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 9.7269, + "step": 480 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 6.5419, + "step": 481 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 8.2974, + "step": 482 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 3.1433, + "step": 483 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 8.0869, + "step": 484 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 7.032, + "step": 485 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 5.0946, + "step": 486 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 5.7162, + "step": 487 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 10.0406, + "step": 488 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 2.9048, + "step": 489 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 6.2231, + "step": 490 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 4.6524, + "step": 491 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 5.1151, + "step": 492 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 6.591, + "step": 493 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 8.1628, + "step": 494 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 9.0757, + "step": 495 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 8.3471, + "step": 496 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 8.9385, + "step": 497 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 8.9362, + "step": 498 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 5.2252, + "step": 499 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 3.359, + "step": 500 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 8.0497, + "step": 501 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 9.0484, + "step": 502 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 8.5773, + "step": 503 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 6.39, + "step": 504 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 7.5923, + "step": 505 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 7.2, + "step": 506 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 7.5536, + "step": 507 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 10.8958, + "step": 508 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 7.7763, + "step": 509 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 6.2045, + "step": 510 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 4.4219, + "step": 511 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 6.6305, + "step": 512 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 9.4243, + "step": 513 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 7.7842, + "step": 514 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 7.8769, + "step": 515 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 4.8903, + "step": 516 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 5.0489, + "step": 517 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 7.1314, + "step": 518 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 7.5973, + "step": 519 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 6.8022, + "step": 520 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 7.3539, + "step": 521 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 6.222, + "step": 522 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 6.5403, + "step": 523 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 7.1323, + "step": 524 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 7.7813, + "step": 525 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 8.4982, + "step": 526 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 7.2426, + "step": 527 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 5.0142, + "step": 528 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 7.8996, + "step": 529 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 4.8671, + "step": 530 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 3.4139, + "step": 531 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 7.9478, + "step": 532 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 6.7062, + "step": 533 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 4.0098, + "step": 534 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 4.9195, + "step": 535 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 5.0255, + "step": 536 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 6.6291, + "step": 537 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 2.3245, + "step": 538 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 7.6382, + "step": 539 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 1.8076, + "step": 540 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 5.6725, + "step": 541 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 9.0563, + "step": 542 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 10.6178, + "step": 543 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 8.7974, + "step": 544 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 3.7535, + "step": 545 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 6.4948, + "step": 546 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 8.8941, + "step": 547 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 3.6496, + "step": 548 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 2.9084, + "step": 549 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 10.65, + "step": 550 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 7.7673, + "step": 551 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 10.2221, + "step": 552 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 6.14, + "step": 553 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 9.6747, + "step": 554 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 7.8009, + "step": 555 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 6.7307, + "step": 556 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 6.0143, + "step": 557 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 7.8098, + "step": 558 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 8.026, + "step": 559 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 7.4572, + "step": 560 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 5.7913, + "step": 561 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 7.9962, + "step": 562 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 6.767, + "step": 563 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 6.9497, + "step": 564 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 4.9626, + "step": 565 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 7.2536, + "step": 566 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 5.0421, + "step": 567 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 8.8177, + "step": 568 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 8.9241, + "step": 569 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 7.0162, + "step": 570 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 4.3368, + "step": 571 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 7.7515, + "step": 572 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 7.6389, + "step": 573 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 8.662, + "step": 574 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 5.8097, + "step": 575 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 7.9346, + "step": 576 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 2.3154, + "step": 577 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 5.7724, + "step": 578 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 7.3685, + "step": 579 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 2.2775, + "step": 580 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 2.106, + "step": 581 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 3.4733, + "step": 582 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 5.2334, + "step": 583 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 8.9478, + "step": 584 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 5.0013, + "step": 585 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 6.7242, + "step": 586 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 2.922, + "step": 587 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 5.1418, + "step": 588 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 6.4472, + "step": 589 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 7.4785, + "step": 590 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 3.783, + "step": 591 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 6.0706, + "step": 592 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 8.4136, + "step": 593 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 6.5969, + "step": 594 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 3.5157, + "step": 595 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 3.5658, + "step": 596 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 3.4647, + "step": 597 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 5.2028, + "step": 598 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 2.6913, + "step": 599 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 8.7239, + "step": 600 + }, + { + "epoch": 0.0, + "eval_loss": 7.012163162231445, + "eval_runtime": 22.5807, + "eval_samples_per_second": 2.214, + "eval_steps_per_second": 1.107, + "step": 600 + }, + { + "epoch": 0.0, + "mmlu_eval_accuracy": 0.3260281385281385, + "mmlu_eval_accuracy_abstract_algebra": 0.36363636363636365, + "mmlu_eval_accuracy_anatomy": 0.35714285714285715, + "mmlu_eval_accuracy_astronomy": 0.25, + "mmlu_eval_accuracy_business_ethics": 0.3333333333333333, + "mmlu_loss": 4.24488224029541, + "step": 600 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 9.5253, + "step": 601 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 8.0392, + "step": 602 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 9.447, + "step": 603 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 8.9441, + "step": 604 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 9.1874, + "step": 605 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 9.7817, + "step": 606 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 7.0348, + "step": 607 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 4.5593, + "step": 608 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 7.9361, + "step": 609 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 7.3534, + "step": 610 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 4.476, + "step": 611 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 7.0937, + "step": 612 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 7.3027, + "step": 613 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 8.5586, + "step": 614 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 7.3796, + "step": 615 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 7.676, + "step": 616 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 5.5321, + "step": 617 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 9.0059, + "step": 618 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 8.6139, + "step": 619 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 2.2391, + "step": 620 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 4.0636, + "step": 621 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 7.0895, + "step": 622 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 8.62, + "step": 623 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 8.0469, + "step": 624 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 8.2173, + "step": 625 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 3.9432, + "step": 626 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 7.3928, + "step": 627 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 7.0959, + "step": 628 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 2.1197, + "step": 629 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 2.4277, + "step": 630 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 5.418, + "step": 631 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 5.8687, + "step": 632 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 7.0156, + "step": 633 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 8.573, + "step": 634 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 7.112, + "step": 635 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 5.8954, + "step": 636 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 7.36, + "step": 637 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 7.924, + "step": 638 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 4.4625, + "step": 639 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 6.2023, + "step": 640 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 5.0685, + "step": 641 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 5.5304, + "step": 642 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 6.4456, + "step": 643 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 8.7271, + "step": 644 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 5.6011, + "step": 645 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 6.895, + "step": 646 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 4.864, + "step": 647 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 6.3452, + "step": 648 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 5.8978, + "step": 649 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 7.2253, + "step": 650 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 9.2813, + "step": 651 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 7.7248, + "step": 652 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 8.4283, + "step": 653 + }, + { + "epoch": 0.0, + "learning_rate": 0.0004, + "loss": 6.4304, + "step": 654 + }, + { + "epoch": 0.01, + "learning_rate": 0.0004, + "loss": 7.3893, + "step": 655 + }, + { + "epoch": 0.01, + "learning_rate": 0.0004, + "loss": 6.1115, + "step": 656 + }, + { + "epoch": 0.01, + "learning_rate": 0.0004, + "loss": 3.5892, + "step": 657 + }, + { + "epoch": 0.01, + "learning_rate": 0.0004, + "loss": 7.6572, + "step": 658 + }, + { + "epoch": 0.01, + "learning_rate": 0.0004, + "loss": 8.925, + "step": 659 + }, + { + "epoch": 0.01, + "learning_rate": 0.0004, + "loss": 8.4431, + "step": 660 + }, + { + "epoch": 0.01, + "learning_rate": 0.0004, + "loss": 7.7711, + "step": 661 + }, + { + "epoch": 0.01, + "learning_rate": 0.0004, + "loss": 4.9439, + "step": 662 + }, + { + "epoch": 0.01, + "learning_rate": 0.0004, + "loss": 4.3781, + "step": 663 + }, + { + "epoch": 0.01, + "learning_rate": 0.0004, + "loss": 6.5573, + "step": 664 + }, + { + "epoch": 0.01, + "learning_rate": 0.0004, + "loss": 10.4476, + "step": 665 + }, + { + "epoch": 0.01, + "learning_rate": 0.0004, + "loss": 8.0057, + "step": 666 + }, + { + "epoch": 0.01, + "learning_rate": 0.0004, + "loss": 8.2702, + "step": 667 + }, + { + "epoch": 0.01, + "learning_rate": 0.0004, + "loss": 6.5717, + "step": 668 + }, + { + "epoch": 0.01, + "learning_rate": 0.0004, + "loss": 8.2242, + "step": 669 + }, + { + "epoch": 0.01, + "learning_rate": 0.0004, + "loss": 7.1, + "step": 670 + }, + { + "epoch": 0.01, + "learning_rate": 0.0004, + "loss": 8.0517, + "step": 671 + }, + { + "epoch": 0.01, + "learning_rate": 0.0004, + "loss": 3.6543, + "step": 672 + }, + { + "epoch": 0.01, + "learning_rate": 0.0004, + "loss": 8.1138, + "step": 673 + }, + { + "epoch": 0.01, + "learning_rate": 0.0004, + "loss": 8.461, + "step": 674 + }, + { + "epoch": 0.01, + "learning_rate": 0.0004, + "loss": 4.7094, + "step": 675 + }, + { + "epoch": 0.01, + "learning_rate": 0.0004, + "loss": 4.521, + "step": 676 + }, + { + "epoch": 0.01, + "learning_rate": 0.0004, + "loss": 5.7116, + "step": 677 + }, + { + "epoch": 0.01, + "learning_rate": 0.0004, + "loss": 7.6343, + "step": 678 + }, + { + "epoch": 0.01, + "learning_rate": 0.0004, + "loss": 4.3762, + "step": 679 + }, + { + "epoch": 0.01, + "learning_rate": 0.0004, + "loss": 7.3603, + "step": 680 + }, + { + "epoch": 0.01, + "learning_rate": 0.0004, + "loss": 8.7144, + "step": 681 + }, + { + "epoch": 0.01, + "learning_rate": 0.0004, + "loss": 7.4545, + "step": 682 + }, + { + "epoch": 0.01, + "learning_rate": 0.0004, + "loss": 6.8188, + "step": 683 + }, + { + "epoch": 0.01, + "learning_rate": 0.0004, + "loss": 3.7965, + "step": 684 + }, + { + "epoch": 0.01, + "learning_rate": 0.0004, + "loss": 2.4675, + "step": 685 + }, + { + "epoch": 0.01, + "learning_rate": 0.0004, + "loss": 4.0436, + "step": 686 + }, + { + "epoch": 0.01, + "learning_rate": 0.0004, + "loss": 8.1219, + "step": 687 + }, + { + "epoch": 0.01, + "learning_rate": 0.0004, + "loss": 9.4517, + "step": 688 + }, + { + "epoch": 0.01, + "learning_rate": 0.0004, + "loss": 4.8476, + "step": 689 + }, + { + "epoch": 0.01, + "learning_rate": 0.0004, + "loss": 1.9284, + "step": 690 + }, + { + "epoch": 0.01, + "learning_rate": 0.0004, + "loss": 6.7405, + "step": 691 + }, + { + "epoch": 0.01, + "learning_rate": 0.0004, + "loss": 5.7142, + "step": 692 + }, + { + "epoch": 0.01, + "learning_rate": 0.0004, + "loss": 8.3979, + "step": 693 + }, + { + "epoch": 0.01, + "learning_rate": 0.0004, + "loss": 1.3285, + "step": 694 + }, + { + "epoch": 0.01, + "learning_rate": 0.0004, + "loss": 8.3418, + "step": 695 + }, + { + "epoch": 0.01, + "learning_rate": 0.0004, + "loss": 4.4472, + "step": 696 + }, + { + "epoch": 0.01, + "learning_rate": 0.0004, + "loss": 5.7355, + "step": 697 + }, + { + "epoch": 0.01, + "learning_rate": 0.0004, + "loss": 5.7982, + "step": 698 + }, + { + "epoch": 0.01, + "learning_rate": 0.0004, + "loss": 2.4516, + "step": 699 + }, + { + "epoch": 0.01, + "learning_rate": 0.0004, + "loss": 2.2532, + "step": 700 + }, + { + "epoch": 0.01, + "learning_rate": 0.0004, + "loss": 8.9959, + "step": 701 + }, + { + "epoch": 0.01, + "learning_rate": 0.0004, + "loss": 9.0418, + "step": 702 + }, + { + "epoch": 0.01, + "learning_rate": 0.0004, + "loss": 10.7767, + "step": 703 + }, + { + "epoch": 0.01, + "learning_rate": 0.0004, + "loss": 8.774, + "step": 704 + }, + { + "epoch": 0.01, + "learning_rate": 0.0004, + "loss": 7.8912, + "step": 705 + }, + { + "epoch": 0.01, + "learning_rate": 0.0004, + "loss": 8.2178, + "step": 706 + }, + { + "epoch": 0.01, + "learning_rate": 0.0004, + "loss": 9.6197, + "step": 707 + }, + { + "epoch": 0.01, + "learning_rate": 0.0004, + "loss": 3.4755, + "step": 708 + }, + { + "epoch": 0.01, + "learning_rate": 0.0004, + "loss": 7.8276, + "step": 709 + }, + { + "epoch": 0.01, + "learning_rate": 0.0004, + "loss": 5.2925, + "step": 710 + }, + { + "epoch": 0.01, + "learning_rate": 0.0004, + "loss": 9.3887, + "step": 711 + }, + { + "epoch": 0.01, + "learning_rate": 0.0004, + "loss": 7.1465, + "step": 712 + }, + { + "epoch": 0.01, + "learning_rate": 0.0004, + "loss": 5.5806, + "step": 713 + }, + { + "epoch": 0.01, + "learning_rate": 0.0004, + "loss": 5.3063, + "step": 714 + }, + { + "epoch": 0.01, + "learning_rate": 0.0004, + "loss": 7.6066, + "step": 715 + }, + { + "epoch": 0.01, + "learning_rate": 0.0004, + "loss": 6.1536, + "step": 716 + }, + { + "epoch": 0.01, + "learning_rate": 0.0004, + "loss": 6.5582, + "step": 717 + }, + { + "epoch": 0.01, + "learning_rate": 0.0004, + "loss": 4.0353, + "step": 718 + }, + { + "epoch": 0.01, + "learning_rate": 0.0004, + "loss": 6.6415, + "step": 719 + }, + { + "epoch": 0.01, + "learning_rate": 0.0004, + "loss": 7.8291, + "step": 720 + }, + { + "epoch": 0.01, + "learning_rate": 0.0004, + "loss": 10.7575, + "step": 721 + }, + { + "epoch": 0.01, + "learning_rate": 0.0004, + "loss": 4.9141, + "step": 722 + }, + { + "epoch": 0.01, + "learning_rate": 0.0004, + "loss": 6.5217, + "step": 723 + }, + { + "epoch": 0.01, + "learning_rate": 0.0004, + "loss": 7.4549, + "step": 724 + }, + { + "epoch": 0.01, + "learning_rate": 0.0004, + "loss": 7.8112, + "step": 725 + }, + { + "epoch": 0.01, + "learning_rate": 0.0004, + "loss": 7.2729, + "step": 726 + }, + { + "epoch": 0.01, + "learning_rate": 0.0004, + "loss": 6.8515, + "step": 727 + }, + { + "epoch": 0.01, + "learning_rate": 0.0004, + "loss": 7.9712, + "step": 728 + }, + { + "epoch": 0.01, + "learning_rate": 0.0004, + "loss": 4.097, + "step": 729 + }, + { + "epoch": 0.01, + "learning_rate": 0.0004, + "loss": 6.0208, + "step": 730 + }, + { + "epoch": 0.01, + "learning_rate": 0.0004, + "loss": 8.1377, + "step": 731 + }, + { + "epoch": 0.01, + "learning_rate": 0.0004, + "loss": 8.4019, + "step": 732 + }, + { + "epoch": 0.01, + "learning_rate": 0.0004, + "loss": 8.9869, + "step": 733 + }, + { + "epoch": 0.01, + "learning_rate": 0.0004, + "loss": 8.2954, + "step": 734 + }, + { + "epoch": 0.01, + "learning_rate": 0.0004, + "loss": 6.4144, + "step": 735 + }, + { + "epoch": 0.01, + "learning_rate": 0.0004, + "loss": 4.8053, + "step": 736 + }, + { + "epoch": 0.01, + "learning_rate": 0.0004, + "loss": 5.8891, + "step": 737 + }, + { + "epoch": 0.01, + "learning_rate": 0.0004, + "loss": 6.812, + "step": 738 + }, + { + "epoch": 0.01, + "learning_rate": 0.0004, + "loss": 8.2657, + "step": 739 + }, + { + "epoch": 0.01, + "learning_rate": 0.0004, + "loss": 7.3747, + "step": 740 + }, + { + "epoch": 0.01, + "learning_rate": 0.0004, + "loss": 3.0364, + "step": 741 + }, + { + "epoch": 0.01, + "learning_rate": 0.0004, + "loss": 3.8845, + "step": 742 + }, + { + "epoch": 0.01, + "learning_rate": 0.0004, + "loss": 3.887, + "step": 743 + }, + { + "epoch": 0.01, + "learning_rate": 0.0004, + "loss": 8.0706, + "step": 744 + }, + { + "epoch": 0.01, + "learning_rate": 0.0004, + "loss": 4.6619, + "step": 745 + }, + { + "epoch": 0.01, + "learning_rate": 0.0004, + "loss": 6.2941, + "step": 746 + }, + { + "epoch": 0.01, + "learning_rate": 0.0004, + "loss": 4.9192, + "step": 747 + }, + { + "epoch": 0.01, + "learning_rate": 0.0004, + "loss": 5.9947, + "step": 748 + }, + { + "epoch": 0.01, + "learning_rate": 0.0004, + "loss": 4.6376, + "step": 749 + }, + { + "epoch": 0.01, + "learning_rate": 0.0004, + "loss": 9.0358, + "step": 750 + }, + { + "epoch": 0.01, + "learning_rate": 0.0004, + "loss": 7.4578, + "step": 751 + }, + { + "epoch": 0.01, + "learning_rate": 0.0004, + "loss": 3.7784, + "step": 752 + }, + { + "epoch": 0.01, + "learning_rate": 0.0004, + "loss": 6.632, + "step": 753 + }, + { + "epoch": 0.01, + "learning_rate": 0.0004, + "loss": 8.8649, + "step": 754 + }, + { + "epoch": 0.01, + "learning_rate": 0.0004, + "loss": 7.7951, + "step": 755 + }, + { + "epoch": 0.01, + "learning_rate": 0.0004, + "loss": 4.3841, + "step": 756 + }, + { + "epoch": 0.01, + "learning_rate": 0.0004, + "loss": 9.4558, + "step": 757 + }, + { + "epoch": 0.01, + "learning_rate": 0.0004, + "loss": 8.7638, + "step": 758 + }, + { + "epoch": 0.01, + "learning_rate": 0.0004, + "loss": 6.9413, + "step": 759 + }, + { + "epoch": 0.01, + "learning_rate": 0.0004, + "loss": 6.0916, + "step": 760 + }, + { + "epoch": 0.01, + "learning_rate": 0.0004, + "loss": 3.1351, + "step": 761 + }, + { + "epoch": 0.01, + "learning_rate": 0.0004, + "loss": 7.6078, + "step": 762 + }, + { + "epoch": 0.01, + "learning_rate": 0.0004, + "loss": 7.7982, + "step": 763 + }, + { + "epoch": 0.01, + "learning_rate": 0.0004, + "loss": 7.6132, + "step": 764 + }, + { + "epoch": 0.01, + "learning_rate": 0.0004, + "loss": 4.551, + "step": 765 + }, + { + "epoch": 0.01, + "learning_rate": 0.0004, + "loss": 7.3301, + "step": 766 + }, + { + "epoch": 0.01, + "learning_rate": 0.0004, + "loss": 7.4888, + "step": 767 + }, + { + "epoch": 0.01, + "learning_rate": 0.0004, + "loss": 8.1476, + "step": 768 + }, + { + "epoch": 0.01, + "learning_rate": 0.0004, + "loss": 7.4244, + "step": 769 + }, + { + "epoch": 0.01, + "learning_rate": 0.0004, + "loss": 8.6025, + "step": 770 + }, + { + "epoch": 0.01, + "learning_rate": 0.0004, + "loss": 7.102, + "step": 771 + }, + { + "epoch": 0.01, + "learning_rate": 0.0004, + "loss": 9.017, + "step": 772 + }, + { + "epoch": 0.01, + "learning_rate": 0.0004, + "loss": 4.4101, + "step": 773 + }, + { + "epoch": 0.01, + "learning_rate": 0.0004, + "loss": 3.1741, + "step": 774 + }, + { + "epoch": 0.01, + "learning_rate": 0.0004, + "loss": 3.1256, + "step": 775 + }, + { + "epoch": 0.01, + "learning_rate": 0.0004, + "loss": 7.5164, + "step": 776 + }, + { + "epoch": 0.01, + "learning_rate": 0.0004, + "loss": 2.6959, + "step": 777 + }, + { + "epoch": 0.01, + "learning_rate": 0.0004, + "loss": 7.7666, + "step": 778 + }, + { + "epoch": 0.01, + "learning_rate": 0.0004, + "loss": 6.4336, + "step": 779 + }, + { + "epoch": 0.01, + "learning_rate": 0.0004, + "loss": 11.8478, + "step": 780 + }, + { + "epoch": 0.01, + "learning_rate": 0.0004, + "loss": 6.8382, + "step": 781 + }, + { + "epoch": 0.01, + "learning_rate": 0.0004, + "loss": 8.1792, + "step": 782 + }, + { + "epoch": 0.01, + "learning_rate": 0.0004, + "loss": 3.4424, + "step": 783 + }, + { + "epoch": 0.01, + "learning_rate": 0.0004, + "loss": 7.345, + "step": 784 + }, + { + "epoch": 0.01, + "learning_rate": 0.0004, + "loss": 4.6887, + "step": 785 + }, + { + "epoch": 0.01, + "learning_rate": 0.0004, + "loss": 3.9867, + "step": 786 + }, + { + "epoch": 0.01, + "learning_rate": 0.0004, + "loss": 5.6152, + "step": 787 + }, + { + "epoch": 0.01, + "learning_rate": 0.0004, + "loss": 5.7283, + "step": 788 + }, + { + "epoch": 0.01, + "learning_rate": 0.0004, + "loss": 5.0157, + "step": 789 + }, + { + "epoch": 0.01, + "learning_rate": 0.0004, + "loss": 7.6044, + "step": 790 + }, + { + "epoch": 0.01, + "learning_rate": 0.0004, + "loss": 4.4132, + "step": 791 + }, + { + "epoch": 0.01, + "learning_rate": 0.0004, + "loss": 3.735, + "step": 792 + }, + { + "epoch": 0.01, + "learning_rate": 0.0004, + "loss": 7.3631, + "step": 793 + }, + { + "epoch": 0.01, + "learning_rate": 0.0004, + "loss": 3.2308, + "step": 794 + }, + { + "epoch": 0.01, + "learning_rate": 0.0004, + "loss": 7.2184, + "step": 795 + }, + { + "epoch": 0.01, + "learning_rate": 0.0004, + "loss": 5.4661, + "step": 796 + }, + { + "epoch": 0.01, + "learning_rate": 0.0004, + "loss": 4.9637, + "step": 797 + }, + { + "epoch": 0.01, + "learning_rate": 0.0004, + "loss": 7.4178, + "step": 798 + }, + { + "epoch": 0.01, + "learning_rate": 0.0004, + "loss": 9.5909, + "step": 799 + }, + { + "epoch": 0.01, + "learning_rate": 0.0004, + "loss": 9.1482, + "step": 800 + }, + { + "epoch": 0.01, + "eval_loss": 7.355834484100342, + "eval_runtime": 22.6252, + "eval_samples_per_second": 2.21, + "eval_steps_per_second": 1.105, + "step": 800 + }, + { + "epoch": 0.01, + "mmlu_eval_accuracy": 0.2525477994227994, + "mmlu_eval_accuracy_abstract_algebra": 0.18181818181818182, + "mmlu_eval_accuracy_anatomy": 0.07142857142857142, + "mmlu_eval_accuracy_astronomy": 0.3125, + "mmlu_eval_accuracy_business_ethics": 0.4444444444444444, + "mmlu_loss": 5.191131496429444, + "step": 800 + }, + { + "epoch": 0.01, + "learning_rate": 0.0004, + "loss": 10.0427, + "step": 801 + }, + { + "epoch": 0.01, + "learning_rate": 0.0004, + "loss": 5.2669, + "step": 802 + }, + { + "epoch": 0.01, + "learning_rate": 0.0004, + "loss": 9.8026, + "step": 803 + }, + { + "epoch": 0.01, + "learning_rate": 0.0004, + "loss": 8.4949, + "step": 804 + }, + { + "epoch": 0.01, + "learning_rate": 0.0004, + "loss": 7.4491, + "step": 805 + }, + { + "epoch": 0.01, + "learning_rate": 0.0004, + "loss": 8.0383, + "step": 806 + }, + { + "epoch": 0.01, + "learning_rate": 0.0004, + "loss": 5.1213, + "step": 807 + }, + { + "epoch": 0.01, + "learning_rate": 0.0004, + "loss": 8.5158, + "step": 808 + }, + { + "epoch": 0.01, + "learning_rate": 0.0004, + "loss": 7.5648, + "step": 809 + }, + { + "epoch": 0.01, + "learning_rate": 0.0004, + "loss": 5.9932, + "step": 810 + }, + { + "epoch": 0.01, + "learning_rate": 0.0004, + "loss": 3.6441, + "step": 811 + }, + { + "epoch": 0.01, + "learning_rate": 0.0004, + "loss": 7.8661, + "step": 812 + }, + { + "epoch": 0.01, + "learning_rate": 0.0004, + "loss": 7.3609, + "step": 813 + }, + { + "epoch": 0.01, + "learning_rate": 0.0004, + "loss": 5.6828, + "step": 814 + }, + { + "epoch": 0.01, + "learning_rate": 0.0004, + "loss": 6.9693, + "step": 815 + }, + { + "epoch": 0.01, + "learning_rate": 0.0004, + "loss": 8.3733, + "step": 816 + }, + { + "epoch": 0.01, + "learning_rate": 0.0004, + "loss": 3.6286, + "step": 817 + }, + { + "epoch": 0.01, + "learning_rate": 0.0004, + "loss": 8.4349, + "step": 818 + }, + { + "epoch": 0.01, + "learning_rate": 0.0004, + "loss": 4.6706, + "step": 819 + }, + { + "epoch": 0.01, + "learning_rate": 0.0004, + "loss": 6.3089, + "step": 820 + }, + { + "epoch": 0.01, + "learning_rate": 0.0004, + "loss": 8.2394, + "step": 821 + }, + { + "epoch": 0.01, + "learning_rate": 0.0004, + "loss": 3.963, + "step": 822 + }, + { + "epoch": 0.01, + "learning_rate": 0.0004, + "loss": 6.6564, + "step": 823 + }, + { + "epoch": 0.01, + "learning_rate": 0.0004, + "loss": 7.997, + "step": 824 + }, + { + "epoch": 0.01, + "learning_rate": 0.0004, + "loss": 1.9261, + "step": 825 + }, + { + "epoch": 0.01, + "learning_rate": 0.0004, + "loss": 7.1421, + "step": 826 + }, + { + "epoch": 0.01, + "learning_rate": 0.0004, + "loss": 8.2335, + "step": 827 + }, + { + "epoch": 0.01, + "learning_rate": 0.0004, + "loss": 5.3432, + "step": 828 + }, + { + "epoch": 0.01, + "learning_rate": 0.0004, + "loss": 7.0154, + "step": 829 + }, + { + "epoch": 0.01, + "learning_rate": 0.0004, + "loss": 8.5135, + "step": 830 + }, + { + "epoch": 0.01, + "learning_rate": 0.0004, + "loss": 7.6226, + "step": 831 + }, + { + "epoch": 0.01, + "learning_rate": 0.0004, + "loss": 7.1672, + "step": 832 + }, + { + "epoch": 0.01, + "learning_rate": 0.0004, + "loss": 4.0853, + "step": 833 + }, + { + "epoch": 0.01, + "learning_rate": 0.0004, + "loss": 3.1213, + "step": 834 + }, + { + "epoch": 0.01, + "learning_rate": 0.0004, + "loss": 7.7815, + "step": 835 + }, + { + "epoch": 0.01, + "learning_rate": 0.0004, + "loss": 4.8916, + "step": 836 + }, + { + "epoch": 0.01, + "learning_rate": 0.0004, + "loss": 3.6464, + "step": 837 + }, + { + "epoch": 0.01, + "learning_rate": 0.0004, + "loss": 6.3307, + "step": 838 + }, + { + "epoch": 0.01, + "learning_rate": 0.0004, + "loss": 7.8165, + "step": 839 + }, + { + "epoch": 0.01, + "learning_rate": 0.0004, + "loss": 2.886, + "step": 840 + }, + { + "epoch": 0.01, + "learning_rate": 0.0004, + "loss": 6.4781, + "step": 841 + }, + { + "epoch": 0.01, + "learning_rate": 0.0004, + "loss": 2.8351, + "step": 842 + }, + { + "epoch": 0.01, + "learning_rate": 0.0004, + "loss": 3.358, + "step": 843 + }, + { + "epoch": 0.01, + "learning_rate": 0.0004, + "loss": 6.6501, + "step": 844 + }, + { + "epoch": 0.01, + "learning_rate": 0.0004, + "loss": 7.0864, + "step": 845 + }, + { + "epoch": 0.01, + "learning_rate": 0.0004, + "loss": 3.2922, + "step": 846 + }, + { + "epoch": 0.01, + "learning_rate": 0.0004, + "loss": 9.9847, + "step": 847 + }, + { + "epoch": 0.01, + "learning_rate": 0.0004, + "loss": 9.2558, + "step": 848 + }, + { + "epoch": 0.01, + "learning_rate": 0.0004, + "loss": 5.0195, + "step": 849 + }, + { + "epoch": 0.01, + "learning_rate": 0.0004, + "loss": 7.996, + "step": 850 + }, + { + "epoch": 0.01, + "learning_rate": 0.0004, + "loss": 9.5705, + "step": 851 + }, + { + "epoch": 0.01, + "learning_rate": 0.0004, + "loss": 9.4136, + "step": 852 + }, + { + "epoch": 0.01, + "learning_rate": 0.0004, + "loss": 8.6302, + "step": 853 + }, + { + "epoch": 0.01, + "learning_rate": 0.0004, + "loss": 7.8761, + "step": 854 + }, + { + "epoch": 0.01, + "learning_rate": 0.0004, + "loss": 8.4995, + "step": 855 + }, + { + "epoch": 0.01, + "learning_rate": 0.0004, + "loss": 8.4762, + "step": 856 + }, + { + "epoch": 0.01, + "learning_rate": 0.0004, + "loss": 7.5749, + "step": 857 + }, + { + "epoch": 0.01, + "learning_rate": 0.0004, + "loss": 8.0273, + "step": 858 + }, + { + "epoch": 0.01, + "learning_rate": 0.0004, + "loss": 5.8258, + "step": 859 + }, + { + "epoch": 0.01, + "learning_rate": 0.0004, + "loss": 5.1836, + "step": 860 + }, + { + "epoch": 0.01, + "learning_rate": 0.0004, + "loss": 8.5493, + "step": 861 + }, + { + "epoch": 0.01, + "learning_rate": 0.0004, + "loss": 6.1891, + "step": 862 + }, + { + "epoch": 0.01, + "learning_rate": 0.0004, + "loss": 4.7392, + "step": 863 + }, + { + "epoch": 0.01, + "learning_rate": 0.0004, + "loss": 6.1655, + "step": 864 + }, + { + "epoch": 0.01, + "learning_rate": 0.0004, + "loss": 9.5218, + "step": 865 + }, + { + "epoch": 0.01, + "learning_rate": 0.0004, + "loss": 6.3759, + "step": 866 + }, + { + "epoch": 0.01, + "learning_rate": 0.0004, + "loss": 7.2497, + "step": 867 + }, + { + "epoch": 0.01, + "learning_rate": 0.0004, + "loss": 7.5901, + "step": 868 + }, + { + "epoch": 0.01, + "learning_rate": 0.0004, + "loss": 5.0624, + "step": 869 + }, + { + "epoch": 0.01, + "learning_rate": 0.0004, + "loss": 10.2452, + "step": 870 + }, + { + "epoch": 0.01, + "learning_rate": 0.0004, + "loss": 6.5649, + "step": 871 + }, + { + "epoch": 0.01, + "learning_rate": 0.0004, + "loss": 6.0826, + "step": 872 + }, + { + "epoch": 0.01, + "learning_rate": 0.0004, + "loss": 9.2703, + "step": 873 + }, + { + "epoch": 0.01, + "learning_rate": 0.0004, + "loss": 7.9088, + "step": 874 + }, + { + "epoch": 0.01, + "learning_rate": 0.0004, + "loss": 4.3875, + "step": 875 + }, + { + "epoch": 0.01, + "learning_rate": 0.0004, + "loss": 4.2511, + "step": 876 + }, + { + "epoch": 0.01, + "learning_rate": 0.0004, + "loss": 6.4065, + "step": 877 + }, + { + "epoch": 0.01, + "learning_rate": 0.0004, + "loss": 5.175, + "step": 878 + }, + { + "epoch": 0.01, + "learning_rate": 0.0004, + "loss": 7.8358, + "step": 879 + }, + { + "epoch": 0.01, + "learning_rate": 0.0004, + "loss": 6.3208, + "step": 880 + }, + { + "epoch": 0.01, + "learning_rate": 0.0004, + "loss": 8.2049, + "step": 881 + }, + { + "epoch": 0.01, + "learning_rate": 0.0004, + "loss": 6.8251, + "step": 882 + }, + { + "epoch": 0.01, + "learning_rate": 0.0004, + "loss": 8.4262, + "step": 883 + }, + { + "epoch": 0.01, + "learning_rate": 0.0004, + "loss": 7.2227, + "step": 884 + }, + { + "epoch": 0.01, + "learning_rate": 0.0004, + "loss": 7.1062, + "step": 885 + }, + { + "epoch": 0.01, + "learning_rate": 0.0004, + "loss": 6.9417, + "step": 886 + }, + { + "epoch": 0.01, + "learning_rate": 0.0004, + "loss": 7.3315, + "step": 887 + }, + { + "epoch": 0.01, + "learning_rate": 0.0004, + "loss": 4.0012, + "step": 888 + }, + { + "epoch": 0.01, + "learning_rate": 0.0004, + "loss": 4.6386, + "step": 889 + }, + { + "epoch": 0.01, + "learning_rate": 0.0004, + "loss": 7.0377, + "step": 890 + }, + { + "epoch": 0.01, + "learning_rate": 0.0004, + "loss": 3.6707, + "step": 891 + }, + { + "epoch": 0.01, + "learning_rate": 0.0004, + "loss": 4.4955, + "step": 892 + }, + { + "epoch": 0.01, + "learning_rate": 0.0004, + "loss": 3.7343, + "step": 893 + }, + { + "epoch": 0.01, + "learning_rate": 0.0004, + "loss": 6.8305, + "step": 894 + }, + { + "epoch": 0.01, + "learning_rate": 0.0004, + "loss": 4.7016, + "step": 895 + }, + { + "epoch": 0.01, + "learning_rate": 0.0004, + "loss": 3.7149, + "step": 896 + }, + { + "epoch": 0.01, + "learning_rate": 0.0004, + "loss": 6.5649, + "step": 897 + }, + { + "epoch": 0.01, + "learning_rate": 0.0004, + "loss": 6.815, + "step": 898 + }, + { + "epoch": 0.01, + "learning_rate": 0.0004, + "loss": 3.6135, + "step": 899 + }, + { + "epoch": 0.01, + "learning_rate": 0.0004, + "loss": 4.8776, + "step": 900 + }, + { + "epoch": 0.01, + "learning_rate": 0.0004, + "loss": 9.7288, + "step": 901 + }, + { + "epoch": 0.01, + "learning_rate": 0.0004, + "loss": 7.8019, + "step": 902 + }, + { + "epoch": 0.01, + "learning_rate": 0.0004, + "loss": 5.0921, + "step": 903 + }, + { + "epoch": 0.01, + "learning_rate": 0.0004, + "loss": 7.824, + "step": 904 + }, + { + "epoch": 0.01, + "learning_rate": 0.0004, + "loss": 6.7151, + "step": 905 + }, + { + "epoch": 0.01, + "learning_rate": 0.0004, + "loss": 4.5054, + "step": 906 + }, + { + "epoch": 0.01, + "learning_rate": 0.0004, + "loss": 7.8095, + "step": 907 + }, + { + "epoch": 0.01, + "learning_rate": 0.0004, + "loss": 9.3218, + "step": 908 + }, + { + "epoch": 0.01, + "learning_rate": 0.0004, + "loss": 4.9993, + "step": 909 + }, + { + "epoch": 0.01, + "learning_rate": 0.0004, + "loss": 4.4433, + "step": 910 + }, + { + "epoch": 0.01, + "learning_rate": 0.0004, + "loss": 7.5863, + "step": 911 + }, + { + "epoch": 0.01, + "learning_rate": 0.0004, + "loss": 5.505, + "step": 912 + }, + { + "epoch": 0.01, + "learning_rate": 0.0004, + "loss": 7.9734, + "step": 913 + }, + { + "epoch": 0.01, + "learning_rate": 0.0004, + "loss": 8.1792, + "step": 914 + }, + { + "epoch": 0.01, + "learning_rate": 0.0004, + "loss": 8.4574, + "step": 915 + }, + { + "epoch": 0.01, + "learning_rate": 0.0004, + "loss": 6.2787, + "step": 916 + }, + { + "epoch": 0.01, + "learning_rate": 0.0004, + "loss": 5.8201, + "step": 917 + }, + { + "epoch": 0.01, + "learning_rate": 0.0004, + "loss": 4.2537, + "step": 918 + }, + { + "epoch": 0.01, + "learning_rate": 0.0004, + "loss": 4.1387, + "step": 919 + }, + { + "epoch": 0.01, + "learning_rate": 0.0004, + "loss": 5.7161, + "step": 920 + }, + { + "epoch": 0.01, + "learning_rate": 0.0004, + "loss": 4.2207, + "step": 921 + }, + { + "epoch": 0.01, + "learning_rate": 0.0004, + "loss": 8.7953, + "step": 922 + }, + { + "epoch": 0.01, + "learning_rate": 0.0004, + "loss": 6.9949, + "step": 923 + }, + { + "epoch": 0.01, + "learning_rate": 0.0004, + "loss": 6.9173, + "step": 924 + }, + { + "epoch": 0.01, + "learning_rate": 0.0004, + "loss": 5.7903, + "step": 925 + }, + { + "epoch": 0.01, + "learning_rate": 0.0004, + "loss": 7.4784, + "step": 926 + }, + { + "epoch": 0.01, + "learning_rate": 0.0004, + "loss": 6.2264, + "step": 927 + }, + { + "epoch": 0.01, + "learning_rate": 0.0004, + "loss": 9.566, + "step": 928 + }, + { + "epoch": 0.01, + "learning_rate": 0.0004, + "loss": 7.0686, + "step": 929 + }, + { + "epoch": 0.01, + "learning_rate": 0.0004, + "loss": 2.791, + "step": 930 + }, + { + "epoch": 0.01, + "learning_rate": 0.0004, + "loss": 7.8393, + "step": 931 + }, + { + "epoch": 0.01, + "learning_rate": 0.0004, + "loss": 7.4387, + "step": 932 + }, + { + "epoch": 0.01, + "learning_rate": 0.0004, + "loss": 7.2374, + "step": 933 + }, + { + "epoch": 0.01, + "learning_rate": 0.0004, + "loss": 3.9598, + "step": 934 + }, + { + "epoch": 0.01, + "learning_rate": 0.0004, + "loss": 4.1597, + "step": 935 + }, + { + "epoch": 0.01, + "learning_rate": 0.0004, + "loss": 9.0403, + "step": 936 + }, + { + "epoch": 0.01, + "learning_rate": 0.0004, + "loss": 6.3301, + "step": 937 + }, + { + "epoch": 0.01, + "learning_rate": 0.0004, + "loss": 8.072, + "step": 938 + }, + { + "epoch": 0.01, + "learning_rate": 0.0004, + "loss": 7.4788, + "step": 939 + }, + { + "epoch": 0.01, + "learning_rate": 0.0004, + "loss": 7.0656, + "step": 940 + }, + { + "epoch": 0.01, + "learning_rate": 0.0004, + "loss": 6.9647, + "step": 941 + }, + { + "epoch": 0.01, + "learning_rate": 0.0004, + "loss": 4.1168, + "step": 942 + }, + { + "epoch": 0.01, + "learning_rate": 0.0004, + "loss": 7.0293, + "step": 943 + }, + { + "epoch": 0.01, + "learning_rate": 0.0004, + "loss": 8.3622, + "step": 944 + }, + { + "epoch": 0.01, + "learning_rate": 0.0004, + "loss": 4.8957, + "step": 945 + }, + { + "epoch": 0.01, + "learning_rate": 0.0004, + "loss": 5.4, + "step": 946 + }, + { + "epoch": 0.01, + "learning_rate": 0.0004, + "loss": 2.6626, + "step": 947 + }, + { + "epoch": 0.01, + "learning_rate": 0.0004, + "loss": 3.8212, + "step": 948 + }, + { + "epoch": 0.01, + "learning_rate": 0.0004, + "loss": 4.8638, + "step": 949 + }, + { + "epoch": 0.01, + "learning_rate": 0.0004, + "loss": 4.6406, + "step": 950 + }, + { + "epoch": 0.01, + "learning_rate": 0.0004, + "loss": 7.7069, + "step": 951 + }, + { + "epoch": 0.01, + "learning_rate": 0.0004, + "loss": 8.1384, + "step": 952 + }, + { + "epoch": 0.01, + "learning_rate": 0.0004, + "loss": 5.612, + "step": 953 + }, + { + "epoch": 0.01, + "learning_rate": 0.0004, + "loss": 7.7201, + "step": 954 + }, + { + "epoch": 0.01, + "learning_rate": 0.0004, + "loss": 7.3532, + "step": 955 + }, + { + "epoch": 0.01, + "learning_rate": 0.0004, + "loss": 3.1266, + "step": 956 + }, + { + "epoch": 0.01, + "learning_rate": 0.0004, + "loss": 7.6192, + "step": 957 + }, + { + "epoch": 0.01, + "learning_rate": 0.0004, + "loss": 7.826, + "step": 958 + }, + { + "epoch": 0.01, + "learning_rate": 0.0004, + "loss": 5.9338, + "step": 959 + }, + { + "epoch": 0.01, + "learning_rate": 0.0004, + "loss": 5.4487, + "step": 960 + }, + { + "epoch": 0.01, + "learning_rate": 0.0004, + "loss": 8.872, + "step": 961 + }, + { + "epoch": 0.01, + "learning_rate": 0.0004, + "loss": 4.8601, + "step": 962 + }, + { + "epoch": 0.01, + "learning_rate": 0.0004, + "loss": 7.7401, + "step": 963 + }, + { + "epoch": 0.01, + "learning_rate": 0.0004, + "loss": 7.5412, + "step": 964 + }, + { + "epoch": 0.01, + "learning_rate": 0.0004, + "loss": 8.2501, + "step": 965 + }, + { + "epoch": 0.01, + "learning_rate": 0.0004, + "loss": 7.6837, + "step": 966 + }, + { + "epoch": 0.01, + "learning_rate": 0.0004, + "loss": 6.6494, + "step": 967 + }, + { + "epoch": 0.01, + "learning_rate": 0.0004, + "loss": 6.604, + "step": 968 + }, + { + "epoch": 0.01, + "learning_rate": 0.0004, + "loss": 5.837, + "step": 969 + }, + { + "epoch": 0.01, + "learning_rate": 0.0004, + "loss": 7.3957, + "step": 970 + }, + { + "epoch": 0.01, + "learning_rate": 0.0004, + "loss": 6.3281, + "step": 971 + }, + { + "epoch": 0.01, + "learning_rate": 0.0004, + "loss": 5.8264, + "step": 972 + }, + { + "epoch": 0.01, + "learning_rate": 0.0004, + "loss": 6.6554, + "step": 973 + }, + { + "epoch": 0.01, + "learning_rate": 0.0004, + "loss": 5.5768, + "step": 974 + }, + { + "epoch": 0.01, + "learning_rate": 0.0004, + "loss": 8.4187, + "step": 975 + }, + { + "epoch": 0.01, + "learning_rate": 0.0004, + "loss": 4.8479, + "step": 976 + }, + { + "epoch": 0.01, + "learning_rate": 0.0004, + "loss": 4.9849, + "step": 977 + }, + { + "epoch": 0.01, + "learning_rate": 0.0004, + "loss": 7.6471, + "step": 978 + }, + { + "epoch": 0.01, + "learning_rate": 0.0004, + "loss": 6.8041, + "step": 979 + }, + { + "epoch": 0.01, + "learning_rate": 0.0004, + "loss": 6.8876, + "step": 980 + }, + { + "epoch": 0.01, + "learning_rate": 0.0004, + "loss": 6.6423, + "step": 981 + }, + { + "epoch": 0.01, + "learning_rate": 0.0004, + "loss": 7.5329, + "step": 982 + }, + { + "epoch": 0.01, + "learning_rate": 0.0004, + "loss": 7.2801, + "step": 983 + }, + { + "epoch": 0.01, + "learning_rate": 0.0004, + "loss": 4.1699, + "step": 984 + }, + { + "epoch": 0.01, + "learning_rate": 0.0004, + "loss": 7.6469, + "step": 985 + }, + { + "epoch": 0.01, + "learning_rate": 0.0004, + "loss": 4.6766, + "step": 986 + }, + { + "epoch": 0.01, + "learning_rate": 0.0004, + "loss": 7.7538, + "step": 987 + }, + { + "epoch": 0.01, + "learning_rate": 0.0004, + "loss": 6.9606, + "step": 988 + }, + { + "epoch": 0.01, + "learning_rate": 0.0004, + "loss": 3.0713, + "step": 989 + }, + { + "epoch": 0.01, + "learning_rate": 0.0004, + "loss": 7.4965, + "step": 990 + }, + { + "epoch": 0.01, + "learning_rate": 0.0004, + "loss": 5.3408, + "step": 991 + }, + { + "epoch": 0.01, + "learning_rate": 0.0004, + "loss": 8.4007, + "step": 992 + }, + { + "epoch": 0.01, + "learning_rate": 0.0004, + "loss": 2.8921, + "step": 993 + }, + { + "epoch": 0.01, + "learning_rate": 0.0004, + "loss": 4.8681, + "step": 994 + }, + { + "epoch": 0.01, + "learning_rate": 0.0004, + "loss": 1.8867, + "step": 995 + }, + { + "epoch": 0.01, + "learning_rate": 0.0004, + "loss": 5.467, + "step": 996 + }, + { + "epoch": 0.01, + "learning_rate": 0.0004, + "loss": 8.7895, + "step": 997 + }, + { + "epoch": 0.01, + "learning_rate": 0.0004, + "loss": 6.0523, + "step": 998 + }, + { + "epoch": 0.01, + "learning_rate": 0.0004, + "loss": 4.4032, + "step": 999 + }, + { + "epoch": 0.01, + "learning_rate": 0.0004, + "loss": 5.7719, + "step": 1000 + }, + { + "epoch": 0.01, + "eval_loss": 6.766034126281738, + "eval_runtime": 22.4042, + "eval_samples_per_second": 2.232, + "eval_steps_per_second": 1.116, + "step": 1000 + }, + { + "epoch": 0.01, + "mmlu_eval_accuracy": 0.2525477994227994, + "mmlu_eval_accuracy_abstract_algebra": 0.18181818181818182, + "mmlu_eval_accuracy_anatomy": 0.07142857142857142, + "mmlu_eval_accuracy_astronomy": 0.3125, + "mmlu_eval_accuracy_business_ethics": 0.4444444444444444, + "mmlu_loss": 4.338861379623413, + "step": 1000 + } + ], + "max_steps": 30000, + "num_train_epochs": 1, + "total_flos": 1.6844425298116608e+16, + "trial_name": null, + "trial_params": null +}