{ "best_metric": 2.9971697330474854, "best_model_checkpoint": "mobilebert_add_pre-training-complete/checkpoint-293068", "epoch": 167.87912702853944, "global_step": 300000, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 1.0, "learning_rate": 4.971873957985996e-05, "loss": 4.8119, "step": 1787 }, { "epoch": 1.0, "eval_accuracy": 0.31985974754558205, "eval_loss": 4.369968414306641, "eval_runtime": 3.3492, "eval_samples_per_second": 143.018, "eval_steps_per_second": 1.194, "step": 1787 }, { "epoch": 2.0, "learning_rate": 4.942080693564522e-05, "loss": 4.2649, "step": 3574 }, { "epoch": 2.0, "eval_accuracy": 0.3444790701591847, "eval_loss": 4.09299373626709, "eval_runtime": 2.6635, "eval_samples_per_second": 179.842, "eval_steps_per_second": 1.502, "step": 3574 }, { "epoch": 3.0, "learning_rate": 4.912287429143048e-05, "loss": 4.0457, "step": 5361 }, { "epoch": 3.0, "eval_accuracy": 0.3544818746691187, "eval_loss": 3.937490224838257, "eval_runtime": 2.6837, "eval_samples_per_second": 178.487, "eval_steps_per_second": 1.491, "step": 5361 }, { "epoch": 4.0, "learning_rate": 4.882494164721574e-05, "loss": 3.9099, "step": 7148 }, { "epoch": 4.0, "eval_accuracy": 0.3643615542831731, "eval_loss": 3.853400468826294, "eval_runtime": 2.6447, "eval_samples_per_second": 181.115, "eval_steps_per_second": 1.512, "step": 7148 }, { "epoch": 5.0, "learning_rate": 4.8527009003001e-05, "loss": 3.8193, "step": 8935 }, { "epoch": 5.0, "eval_accuracy": 0.3669499105545617, "eval_loss": 3.7993216514587402, "eval_runtime": 2.8341, "eval_samples_per_second": 169.013, "eval_steps_per_second": 1.411, "step": 8935 }, { "epoch": 6.0, "learning_rate": 4.822907635878626e-05, "loss": 3.7517, "step": 10722 }, { "epoch": 6.0, "eval_accuracy": 0.3729702583561185, "eval_loss": 3.7414000034332275, "eval_runtime": 2.6482, "eval_samples_per_second": 180.878, "eval_steps_per_second": 1.51, "step": 10722 }, { "epoch": 7.0, "learning_rate": 4.7931143714571526e-05, "loss": 3.6983, "step": 12509 }, { "epoch": 7.0, "eval_accuracy": 0.38179712437501767, "eval_loss": 3.673661708831787, "eval_runtime": 2.6433, "eval_samples_per_second": 181.216, "eval_steps_per_second": 1.513, "step": 12509 }, { "epoch": 8.0, "learning_rate": 4.7633211070356786e-05, "loss": 3.6565, "step": 14296 }, { "epoch": 8.0, "eval_accuracy": 0.3794307568661142, "eval_loss": 3.6657235622406006, "eval_runtime": 2.6602, "eval_samples_per_second": 180.063, "eval_steps_per_second": 1.504, "step": 14296 }, { "epoch": 9.0, "learning_rate": 4.7335278426142046e-05, "loss": 3.619, "step": 16083 }, { "epoch": 9.0, "eval_accuracy": 0.38690059135113924, "eval_loss": 3.6128811836242676, "eval_runtime": 2.9694, "eval_samples_per_second": 161.314, "eval_steps_per_second": 1.347, "step": 16083 }, { "epoch": 10.0, "learning_rate": 4.703734578192731e-05, "loss": 3.5899, "step": 17870 }, { "epoch": 10.0, "eval_accuracy": 0.39099787685774945, "eval_loss": 3.580448627471924, "eval_runtime": 2.6649, "eval_samples_per_second": 179.741, "eval_steps_per_second": 1.501, "step": 17870 }, { "epoch": 11.0, "learning_rate": 4.673941313771257e-05, "loss": 3.5597, "step": 19657 }, { "epoch": 11.0, "eval_accuracy": 0.3964062763624093, "eval_loss": 3.5432231426239014, "eval_runtime": 2.6576, "eval_samples_per_second": 180.239, "eval_steps_per_second": 1.505, "step": 19657 }, { "epoch": 12.0, "learning_rate": 4.644148049349783e-05, "loss": 3.5329, "step": 21444 }, { "epoch": 12.0, "eval_accuracy": 0.39582186502256966, "eval_loss": 3.539653778076172, "eval_runtime": 2.6515, "eval_samples_per_second": 180.65, "eval_steps_per_second": 1.509, "step": 21444 }, { "epoch": 13.0, "learning_rate": 4.61435478492831e-05, "loss": 3.5088, "step": 23231 }, { "epoch": 13.0, "eval_accuracy": 0.4010702757800555, "eval_loss": 3.48960542678833, "eval_runtime": 2.671, "eval_samples_per_second": 179.334, "eval_steps_per_second": 1.498, "step": 23231 }, { "epoch": 14.0, "learning_rate": 4.584561520506836e-05, "loss": 3.4904, "step": 25018 }, { "epoch": 14.0, "eval_accuracy": 0.39997756086615055, "eval_loss": 3.473088502883911, "eval_runtime": 2.9516, "eval_samples_per_second": 162.282, "eval_steps_per_second": 1.355, "step": 25018 }, { "epoch": 15.0, "learning_rate": 4.5547682560853625e-05, "loss": 3.4703, "step": 26805 }, { "epoch": 15.0, "eval_accuracy": 0.39938999029530015, "eval_loss": 3.4971117973327637, "eval_runtime": 2.873, "eval_samples_per_second": 166.723, "eval_steps_per_second": 1.392, "step": 26805 }, { "epoch": 16.0, "learning_rate": 4.5249749916638885e-05, "loss": 3.4533, "step": 28592 }, { "epoch": 16.0, "eval_accuracy": 0.4049408937204818, "eval_loss": 3.460916519165039, "eval_runtime": 3.1252, "eval_samples_per_second": 153.27, "eval_steps_per_second": 1.28, "step": 28592 }, { "epoch": 17.0, "learning_rate": 4.4951817272424145e-05, "loss": 3.4369, "step": 30379 }, { "epoch": 17.0, "eval_accuracy": 0.4066726276964346, "eval_loss": 3.441118001937866, "eval_runtime": 2.8852, "eval_samples_per_second": 166.017, "eval_steps_per_second": 1.386, "step": 30379 }, { "epoch": 18.0, "learning_rate": 4.4653884628209404e-05, "loss": 3.423, "step": 32166 }, { "epoch": 18.0, "eval_accuracy": 0.40659769666211204, "eval_loss": 3.4219350814819336, "eval_runtime": 2.9284, "eval_samples_per_second": 163.569, "eval_steps_per_second": 1.366, "step": 32166 }, { "epoch": 19.0, "learning_rate": 4.4355951983994664e-05, "loss": 3.4084, "step": 33953 }, { "epoch": 19.0, "eval_accuracy": 0.40138222849083216, "eval_loss": 3.4476888179779053, "eval_runtime": 2.8209, "eval_samples_per_second": 169.805, "eval_steps_per_second": 1.418, "step": 33953 }, { "epoch": 20.0, "learning_rate": 4.4058019339779924e-05, "loss": 3.3949, "step": 35740 }, { "epoch": 20.0, "eval_accuracy": 0.40872225184519967, "eval_loss": 3.4012813568115234, "eval_runtime": 2.7502, "eval_samples_per_second": 174.171, "eval_steps_per_second": 1.454, "step": 35740 }, { "epoch": 21.0, "learning_rate": 4.376008669556519e-05, "loss": 3.3811, "step": 37527 }, { "epoch": 21.0, "eval_accuracy": 0.4130312412046158, "eval_loss": 3.3642032146453857, "eval_runtime": 2.8758, "eval_samples_per_second": 166.565, "eval_steps_per_second": 1.391, "step": 37527 }, { "epoch": 22.0, "learning_rate": 4.346215405135045e-05, "loss": 3.3688, "step": 39314 }, { "epoch": 22.0, "eval_accuracy": 0.403096026951026, "eval_loss": 3.417304277420044, "eval_runtime": 2.7385, "eval_samples_per_second": 174.915, "eval_steps_per_second": 1.461, "step": 39314 }, { "epoch": 23.0, "learning_rate": 4.316422140713571e-05, "loss": 3.3598, "step": 41101 }, { "epoch": 23.0, "eval_accuracy": 0.4101078204663862, "eval_loss": 3.401829481124878, "eval_runtime": 2.6232, "eval_samples_per_second": 182.602, "eval_steps_per_second": 1.525, "step": 41101 }, { "epoch": 24.0, "learning_rate": 4.286628876292098e-05, "loss": 3.3484, "step": 42888 }, { "epoch": 24.0, "eval_accuracy": 0.4142865190693482, "eval_loss": 3.3499021530151367, "eval_runtime": 2.8522, "eval_samples_per_second": 167.94, "eval_steps_per_second": 1.402, "step": 42888 }, { "epoch": 25.0, "learning_rate": 4.2568356118706237e-05, "loss": 3.3363, "step": 44675 }, { "epoch": 25.0, "eval_accuracy": 0.4118788492364802, "eval_loss": 3.3674731254577637, "eval_runtime": 2.7234, "eval_samples_per_second": 175.884, "eval_steps_per_second": 1.469, "step": 44675 }, { "epoch": 26.0, "learning_rate": 4.2270423474491496e-05, "loss": 3.3274, "step": 46462 }, { "epoch": 26.0, "eval_accuracy": 0.41535205305488926, "eval_loss": 3.356222629547119, "eval_runtime": 2.6874, "eval_samples_per_second": 178.241, "eval_steps_per_second": 1.488, "step": 46462 }, { "epoch": 27.0, "learning_rate": 4.197249083027676e-05, "loss": 3.3161, "step": 48249 }, { "epoch": 27.0, "eval_accuracy": 0.41593196314670444, "eval_loss": 3.3487422466278076, "eval_runtime": 2.6979, "eval_samples_per_second": 177.545, "eval_steps_per_second": 1.483, "step": 48249 }, { "epoch": 28.0, "learning_rate": 4.167455818606202e-05, "loss": 3.3073, "step": 50036 }, { "epoch": 28.0, "eval_accuracy": 0.4159050645369928, "eval_loss": 3.329265832901001, "eval_runtime": 2.6601, "eval_samples_per_second": 180.065, "eval_steps_per_second": 1.504, "step": 50036 }, { "epoch": 29.0, "learning_rate": 4.137662554184728e-05, "loss": 3.2991, "step": 51823 }, { "epoch": 29.0, "eval_accuracy": 0.41597842575425586, "eval_loss": 3.3317177295684814, "eval_runtime": 2.632, "eval_samples_per_second": 181.991, "eval_steps_per_second": 1.52, "step": 51823 }, { "epoch": 30.0, "learning_rate": 4.107869289763255e-05, "loss": 3.2899, "step": 53610 }, { "epoch": 30.0, "eval_accuracy": 0.4182503044549548, "eval_loss": 3.3058271408081055, "eval_runtime": 2.6549, "eval_samples_per_second": 180.418, "eval_steps_per_second": 1.507, "step": 53610 }, { "epoch": 31.0, "learning_rate": 4.078076025341781e-05, "loss": 3.2814, "step": 55397 }, { "epoch": 31.0, "eval_accuracy": 0.42345443682608325, "eval_loss": 3.2795028686523438, "eval_runtime": 2.6768, "eval_samples_per_second": 178.945, "eval_steps_per_second": 1.494, "step": 55397 }, { "epoch": 32.0, "learning_rate": 4.0482827609203076e-05, "loss": 3.2734, "step": 57184 }, { "epoch": 32.0, "eval_accuracy": 0.4142510746169955, "eval_loss": 3.318493366241455, "eval_runtime": 2.6511, "eval_samples_per_second": 180.679, "eval_steps_per_second": 1.509, "step": 57184 }, { "epoch": 33.0, "learning_rate": 4.018489496498833e-05, "loss": 3.266, "step": 58971 }, { "epoch": 33.0, "eval_accuracy": 0.4268454481298518, "eval_loss": 3.268219232559204, "eval_runtime": 2.8163, "eval_samples_per_second": 170.079, "eval_steps_per_second": 1.42, "step": 58971 }, { "epoch": 34.0, "learning_rate": 3.988696232077359e-05, "loss": 3.2578, "step": 60758 }, { "epoch": 34.0, "eval_accuracy": 0.4180501984459724, "eval_loss": 3.3144567012786865, "eval_runtime": 2.6553, "eval_samples_per_second": 180.397, "eval_steps_per_second": 1.506, "step": 60758 }, { "epoch": 35.0, "learning_rate": 3.9589029676558855e-05, "loss": 3.2506, "step": 62545 }, { "epoch": 35.0, "eval_accuracy": 0.423013128672233, "eval_loss": 3.272632598876953, "eval_runtime": 2.6457, "eval_samples_per_second": 181.048, "eval_steps_per_second": 1.512, "step": 62545 }, { "epoch": 36.0, "learning_rate": 3.9291097032344115e-05, "loss": 3.2423, "step": 64332 }, { "epoch": 36.0, "eval_accuracy": 0.42176717460496294, "eval_loss": 3.273455858230591, "eval_runtime": 2.6217, "eval_samples_per_second": 182.708, "eval_steps_per_second": 1.526, "step": 64332 }, { "epoch": 37.0, "learning_rate": 3.8993164388129375e-05, "loss": 3.2359, "step": 66119 }, { "epoch": 37.0, "eval_accuracy": 0.417536709284797, "eval_loss": 3.284508228302002, "eval_runtime": 2.7995, "eval_samples_per_second": 171.1, "eval_steps_per_second": 1.429, "step": 66119 }, { "epoch": 38.0, "learning_rate": 3.869523174391464e-05, "loss": 3.2293, "step": 67906 }, { "epoch": 38.0, "eval_accuracy": 0.4193099997219983, "eval_loss": 3.306713581085205, "eval_runtime": 2.606, "eval_samples_per_second": 183.804, "eval_steps_per_second": 1.535, "step": 67906 }, { "epoch": 39.0, "learning_rate": 3.83972990996999e-05, "loss": 3.2207, "step": 69693 }, { "epoch": 39.0, "eval_accuracy": 0.42573705623362873, "eval_loss": 3.2586092948913574, "eval_runtime": 2.8824, "eval_samples_per_second": 166.182, "eval_steps_per_second": 1.388, "step": 69693 }, { "epoch": 40.0, "learning_rate": 3.809936645548516e-05, "loss": 3.2138, "step": 71480 }, { "epoch": 40.0, "eval_accuracy": 0.4249552472588946, "eval_loss": 3.2543227672576904, "eval_runtime": 2.8002, "eval_samples_per_second": 171.061, "eval_steps_per_second": 1.428, "step": 71480 }, { "epoch": 41.0, "learning_rate": 3.780143381127043e-05, "loss": 3.2077, "step": 73267 }, { "epoch": 41.0, "eval_accuracy": 0.42259816679868734, "eval_loss": 3.239523410797119, "eval_runtime": 2.8097, "eval_samples_per_second": 170.48, "eval_steps_per_second": 1.424, "step": 73267 }, { "epoch": 42.0, "learning_rate": 3.750350116705569e-05, "loss": 3.202, "step": 75054 }, { "epoch": 42.0, "eval_accuracy": 0.4270068903702874, "eval_loss": 3.222418785095215, "eval_runtime": 2.7468, "eval_samples_per_second": 174.388, "eval_steps_per_second": 1.456, "step": 75054 }, { "epoch": 43.0, "learning_rate": 3.720556852284095e-05, "loss": 3.1964, "step": 76841 }, { "epoch": 43.0, "eval_accuracy": 0.4233582733012544, "eval_loss": 3.256213426589966, "eval_runtime": 2.7921, "eval_samples_per_second": 171.556, "eval_steps_per_second": 1.433, "step": 76841 }, { "epoch": 44.0, "learning_rate": 3.6907635878626214e-05, "loss": 3.1925, "step": 78628 }, { "epoch": 44.0, "eval_accuracy": 0.4251221214235869, "eval_loss": 3.2543723583221436, "eval_runtime": 2.7441, "eval_samples_per_second": 174.557, "eval_steps_per_second": 1.458, "step": 78628 }, { "epoch": 45.0, "learning_rate": 3.660970323441147e-05, "loss": 3.1865, "step": 80415 }, { "epoch": 45.0, "eval_accuracy": 0.43534812547819435, "eval_loss": 3.204282522201538, "eval_runtime": 2.8747, "eval_samples_per_second": 166.629, "eval_steps_per_second": 1.391, "step": 80415 }, { "epoch": 46.0, "learning_rate": 3.631177059019673e-05, "loss": 3.1812, "step": 82202 }, { "epoch": 46.0, "eval_accuracy": 0.42858336117607754, "eval_loss": 3.2280006408691406, "eval_runtime": 2.742, "eval_samples_per_second": 174.687, "eval_steps_per_second": 1.459, "step": 82202 }, { "epoch": 47.0, "learning_rate": 3.601383794598199e-05, "loss": 3.1744, "step": 83989 }, { "epoch": 47.0, "eval_accuracy": 0.427574415606256, "eval_loss": 3.21743106842041, "eval_runtime": 2.7215, "eval_samples_per_second": 176.009, "eval_steps_per_second": 1.47, "step": 83989 }, { "epoch": 48.0, "learning_rate": 3.571590530176725e-05, "loss": 3.1699, "step": 85776 }, { "epoch": 48.0, "eval_accuracy": 0.4317117218804673, "eval_loss": 3.1971514225006104, "eval_runtime": 2.9267, "eval_samples_per_second": 163.664, "eval_steps_per_second": 1.367, "step": 85776 }, { "epoch": 49.0, "learning_rate": 3.541797265755252e-05, "loss": 3.1652, "step": 87563 }, { "epoch": 49.0, "eval_accuracy": 0.43024569330697543, "eval_loss": 3.201594114303589, "eval_runtime": 2.8821, "eval_samples_per_second": 166.197, "eval_steps_per_second": 1.388, "step": 87563 }, { "epoch": 50.0, "learning_rate": 3.512004001333778e-05, "loss": 3.1609, "step": 89350 }, { "epoch": 50.0, "eval_accuracy": 0.4337845459672871, "eval_loss": 3.201768636703491, "eval_runtime": 2.7518, "eval_samples_per_second": 174.066, "eval_steps_per_second": 1.454, "step": 89350 }, { "epoch": 51.0, "learning_rate": 3.482210736912304e-05, "loss": 3.1548, "step": 91137 }, { "epoch": 51.0, "eval_accuracy": 0.43272542487719495, "eval_loss": 3.1950149536132812, "eval_runtime": 2.6564, "eval_samples_per_second": 180.321, "eval_steps_per_second": 1.506, "step": 91137 }, { "epoch": 52.0, "learning_rate": 3.4524174724908306e-05, "loss": 3.1508, "step": 92924 }, { "epoch": 52.0, "eval_accuracy": 0.42785334961519894, "eval_loss": 3.212803363800049, "eval_runtime": 2.8096, "eval_samples_per_second": 170.486, "eval_steps_per_second": 1.424, "step": 92924 }, { "epoch": 53.0, "learning_rate": 3.4226242080693565e-05, "loss": 3.1478, "step": 94711 }, { "epoch": 53.0, "eval_accuracy": 0.4303176427710337, "eval_loss": 3.202669382095337, "eval_runtime": 2.727, "eval_samples_per_second": 175.65, "eval_steps_per_second": 1.467, "step": 94711 }, { "epoch": 54.0, "learning_rate": 3.3928309436478825e-05, "loss": 3.1423, "step": 96498 }, { "epoch": 54.0, "eval_accuracy": 0.43117465657415194, "eval_loss": 3.195861577987671, "eval_runtime": 2.7557, "eval_samples_per_second": 173.823, "eval_steps_per_second": 1.452, "step": 96498 }, { "epoch": 55.0, "learning_rate": 3.363037679226409e-05, "loss": 3.1383, "step": 98285 }, { "epoch": 55.0, "eval_accuracy": 0.4340061025109873, "eval_loss": 3.1911423206329346, "eval_runtime": 2.754, "eval_samples_per_second": 173.929, "eval_steps_per_second": 1.452, "step": 98285 }, { "epoch": 56.0, "learning_rate": 3.333244414804935e-05, "loss": 3.1336, "step": 100072 }, { "epoch": 56.0, "eval_accuracy": 0.43203597021216805, "eval_loss": 3.1913583278656006, "eval_runtime": 2.6171, "eval_samples_per_second": 183.026, "eval_steps_per_second": 1.528, "step": 100072 }, { "epoch": 57.0, "learning_rate": 3.303451150383461e-05, "loss": 3.129, "step": 101859 }, { "epoch": 57.0, "eval_accuracy": 0.43117934403349617, "eval_loss": 3.185468912124634, "eval_runtime": 2.8993, "eval_samples_per_second": 165.21, "eval_steps_per_second": 1.38, "step": 101859 }, { "epoch": 58.0, "learning_rate": 3.273657885961988e-05, "loss": 3.1233, "step": 103646 }, { "epoch": 58.0, "eval_accuracy": 0.4336863338376198, "eval_loss": 3.1569876670837402, "eval_runtime": 2.7946, "eval_samples_per_second": 171.403, "eval_steps_per_second": 1.431, "step": 103646 }, { "epoch": 59.0, "learning_rate": 3.243864621540514e-05, "loss": 3.1198, "step": 105433 }, { "epoch": 59.0, "eval_accuracy": 0.4307147438578878, "eval_loss": 3.2042369842529297, "eval_runtime": 2.9712, "eval_samples_per_second": 161.213, "eval_steps_per_second": 1.346, "step": 105433 }, { "epoch": 60.0, "learning_rate": 3.21407135711904e-05, "loss": 3.1153, "step": 107220 }, { "epoch": 60.0, "eval_accuracy": 0.4389830036996857, "eval_loss": 3.1370162963867188, "eval_runtime": 2.6328, "eval_samples_per_second": 181.937, "eval_steps_per_second": 1.519, "step": 107220 }, { "epoch": 61.0, "learning_rate": 3.1842780926975664e-05, "loss": 3.1122, "step": 109007 }, { "epoch": 61.0, "eval_accuracy": 0.4412110687878109, "eval_loss": 3.1612205505371094, "eval_runtime": 2.8382, "eval_samples_per_second": 168.771, "eval_steps_per_second": 1.409, "step": 109007 }, { "epoch": 62.0, "learning_rate": 3.154484828276092e-05, "loss": 3.1093, "step": 110794 }, { "epoch": 62.0, "eval_accuracy": 0.4347947500698129, "eval_loss": 3.164184331893921, "eval_runtime": 2.8661, "eval_samples_per_second": 167.128, "eval_steps_per_second": 1.396, "step": 110794 }, { "epoch": 63.0, "learning_rate": 3.1246915638546184e-05, "loss": 3.1048, "step": 112581 }, { "epoch": 63.0, "eval_accuracy": 0.4325971058644326, "eval_loss": 3.1806650161743164, "eval_runtime": 2.8065, "eval_samples_per_second": 170.676, "eval_steps_per_second": 1.425, "step": 112581 }, { "epoch": 64.0, "learning_rate": 3.0948982994331444e-05, "loss": 3.1013, "step": 114368 }, { "epoch": 64.0, "eval_accuracy": 0.4358816103240286, "eval_loss": 3.144869089126587, "eval_runtime": 2.6572, "eval_samples_per_second": 180.267, "eval_steps_per_second": 1.505, "step": 114368 }, { "epoch": 65.0, "learning_rate": 3.06510503501167e-05, "loss": 3.0977, "step": 116155 }, { "epoch": 65.0, "eval_accuracy": 0.43795185846729606, "eval_loss": 3.1408073902130127, "eval_runtime": 2.8767, "eval_samples_per_second": 166.508, "eval_steps_per_second": 1.39, "step": 116155 }, { "epoch": 66.0, "learning_rate": 3.0353117705901967e-05, "loss": 3.0926, "step": 117942 }, { "epoch": 66.0, "eval_accuracy": 0.43651985318651987, "eval_loss": 3.172287702560425, "eval_runtime": 2.6811, "eval_samples_per_second": 178.655, "eval_steps_per_second": 1.492, "step": 117942 }, { "epoch": 67.0, "learning_rate": 3.005518506168723e-05, "loss": 3.0901, "step": 119729 }, { "epoch": 67.0, "eval_accuracy": 0.43799220873854433, "eval_loss": 3.1473004817962646, "eval_runtime": 2.8395, "eval_samples_per_second": 168.689, "eval_steps_per_second": 1.409, "step": 119729 }, { "epoch": 68.0, "learning_rate": 2.9757252417472493e-05, "loss": 3.0882, "step": 121516 }, { "epoch": 68.0, "eval_accuracy": 0.43776389123458875, "eval_loss": 3.140061378479004, "eval_runtime": 2.8036, "eval_samples_per_second": 170.853, "eval_steps_per_second": 1.427, "step": 121516 }, { "epoch": 69.0, "learning_rate": 2.9459319773257753e-05, "loss": 3.0839, "step": 123303 }, { "epoch": 69.0, "eval_accuracy": 0.43737838066499335, "eval_loss": 3.12809157371521, "eval_runtime": 2.7834, "eval_samples_per_second": 172.089, "eval_steps_per_second": 1.437, "step": 123303 }, { "epoch": 70.0, "learning_rate": 2.9161387129043016e-05, "loss": 3.0794, "step": 125090 }, { "epoch": 70.0, "eval_accuracy": 0.436696631101403, "eval_loss": 3.1356077194213867, "eval_runtime": 2.7463, "eval_samples_per_second": 174.417, "eval_steps_per_second": 1.457, "step": 125090 }, { "epoch": 71.0, "learning_rate": 2.886345448482828e-05, "loss": 3.0766, "step": 126877 }, { "epoch": 71.0, "eval_accuracy": 0.4397433382835047, "eval_loss": 3.1019225120544434, "eval_runtime": 2.7446, "eval_samples_per_second": 174.525, "eval_steps_per_second": 1.457, "step": 126877 }, { "epoch": 72.0, "learning_rate": 2.856552184061354e-05, "loss": 3.074, "step": 128664 }, { "epoch": 72.0, "eval_accuracy": 0.43546703529212627, "eval_loss": 3.162637948989868, "eval_runtime": 2.7735, "eval_samples_per_second": 172.704, "eval_steps_per_second": 1.442, "step": 128664 }, { "epoch": 73.0, "learning_rate": 2.8267589196398802e-05, "loss": 3.0702, "step": 130451 }, { "epoch": 73.0, "eval_accuracy": 0.4387263241465351, "eval_loss": 3.1287012100219727, "eval_runtime": 2.7531, "eval_samples_per_second": 173.986, "eval_steps_per_second": 1.453, "step": 130451 }, { "epoch": 74.0, "learning_rate": 2.7969656552184065e-05, "loss": 3.0676, "step": 132238 }, { "epoch": 74.0, "eval_accuracy": 0.43789707310306564, "eval_loss": 3.136582136154175, "eval_runtime": 2.7895, "eval_samples_per_second": 171.718, "eval_steps_per_second": 1.434, "step": 132238 }, { "epoch": 75.0, "learning_rate": 2.767172390796933e-05, "loss": 3.0648, "step": 134025 }, { "epoch": 75.0, "eval_accuracy": 0.43458386755114553, "eval_loss": 3.178231716156006, "eval_runtime": 2.7934, "eval_samples_per_second": 171.478, "eval_steps_per_second": 1.432, "step": 134025 }, { "epoch": 76.0, "learning_rate": 2.7373791263754585e-05, "loss": 3.0624, "step": 135812 }, { "epoch": 76.0, "eval_accuracy": 0.44267685994547346, "eval_loss": 3.1229066848754883, "eval_runtime": 2.7648, "eval_samples_per_second": 173.25, "eval_steps_per_second": 1.447, "step": 135812 }, { "epoch": 77.0, "learning_rate": 2.7075858619539845e-05, "loss": 3.0575, "step": 137599 }, { "epoch": 77.0, "eval_accuracy": 0.44304284497210544, "eval_loss": 3.11391282081604, "eval_runtime": 2.8016, "eval_samples_per_second": 170.976, "eval_steps_per_second": 1.428, "step": 137599 }, { "epoch": 78.0, "learning_rate": 2.6777925975325108e-05, "loss": 3.0549, "step": 139386 }, { "epoch": 78.0, "eval_accuracy": 0.4431432021793468, "eval_loss": 3.0947771072387695, "eval_runtime": 2.8076, "eval_samples_per_second": 170.609, "eval_steps_per_second": 1.425, "step": 139386 }, { "epoch": 79.0, "learning_rate": 2.647999333111037e-05, "loss": 3.052, "step": 141173 }, { "epoch": 79.0, "eval_accuracy": 0.4451516602360098, "eval_loss": 3.1029744148254395, "eval_runtime": 2.6939, "eval_samples_per_second": 177.81, "eval_steps_per_second": 1.485, "step": 141173 }, { "epoch": 80.0, "learning_rate": 2.618206068689563e-05, "loss": 3.0527, "step": 142960 }, { "epoch": 80.0, "eval_accuracy": 0.4447775411856999, "eval_loss": 3.0929136276245117, "eval_runtime": 2.7294, "eval_samples_per_second": 175.498, "eval_steps_per_second": 1.466, "step": 142960 }, { "epoch": 81.0, "learning_rate": 2.5884128042680894e-05, "loss": 3.0466, "step": 144747 }, { "epoch": 81.0, "eval_accuracy": 0.44276007765216396, "eval_loss": 3.08884334564209, "eval_runtime": 2.9041, "eval_samples_per_second": 164.938, "eval_steps_per_second": 1.377, "step": 144747 }, { "epoch": 82.0, "learning_rate": 2.5586195398466157e-05, "loss": 3.0439, "step": 146534 }, { "epoch": 82.0, "eval_accuracy": 0.44138026993182133, "eval_loss": 3.103548765182495, "eval_runtime": 2.7889, "eval_samples_per_second": 171.752, "eval_steps_per_second": 1.434, "step": 146534 }, { "epoch": 83.0, "learning_rate": 2.5288262754251417e-05, "loss": 3.0409, "step": 148321 }, { "epoch": 83.0, "eval_accuracy": 0.4411418975650714, "eval_loss": 3.1111607551574707, "eval_runtime": 2.7759, "eval_samples_per_second": 172.554, "eval_steps_per_second": 1.441, "step": 148321 }, { "epoch": 84.0, "learning_rate": 2.499033011003668e-05, "loss": 3.041, "step": 150108 }, { "epoch": 84.0, "eval_accuracy": 0.43987652588747017, "eval_loss": 3.129586696624756, "eval_runtime": 2.8127, "eval_samples_per_second": 170.3, "eval_steps_per_second": 1.422, "step": 150108 }, { "epoch": 85.0, "learning_rate": 2.4692397465821944e-05, "loss": 3.0379, "step": 151895 }, { "epoch": 85.0, "eval_accuracy": 0.44284645440186216, "eval_loss": 3.122410297393799, "eval_runtime": 2.8313, "eval_samples_per_second": 169.183, "eval_steps_per_second": 1.413, "step": 151895 }, { "epoch": 86.0, "learning_rate": 2.4394464821607203e-05, "loss": 3.0332, "step": 153682 }, { "epoch": 86.0, "eval_accuracy": 0.43977575332866153, "eval_loss": 3.1100828647613525, "eval_runtime": 2.7772, "eval_samples_per_second": 172.476, "eval_steps_per_second": 1.44, "step": 153682 }, { "epoch": 87.0, "learning_rate": 2.4096532177392463e-05, "loss": 3.0315, "step": 155469 }, { "epoch": 87.0, "eval_accuracy": 0.4423447851731753, "eval_loss": 3.1045453548431396, "eval_runtime": 2.6529, "eval_samples_per_second": 180.554, "eval_steps_per_second": 1.508, "step": 155469 }, { "epoch": 88.0, "learning_rate": 2.3798599533177726e-05, "loss": 3.0302, "step": 157256 }, { "epoch": 88.0, "eval_accuracy": 0.4446285634040163, "eval_loss": 3.0912954807281494, "eval_runtime": 2.7592, "eval_samples_per_second": 173.599, "eval_steps_per_second": 1.45, "step": 157256 }, { "epoch": 89.0, "learning_rate": 2.350066688896299e-05, "loss": 3.0265, "step": 159043 }, { "epoch": 89.0, "eval_accuracy": 0.44469112504856523, "eval_loss": 3.074544906616211, "eval_runtime": 2.879, "eval_samples_per_second": 166.379, "eval_steps_per_second": 1.389, "step": 159043 }, { "epoch": 90.0, "learning_rate": 2.320273424474825e-05, "loss": 3.0243, "step": 160830 }, { "epoch": 90.0, "eval_accuracy": 0.4443120079831467, "eval_loss": 3.0942282676696777, "eval_runtime": 2.7539, "eval_samples_per_second": 173.935, "eval_steps_per_second": 1.452, "step": 160830 }, { "epoch": 91.0, "learning_rate": 2.2904801600533513e-05, "loss": 3.0222, "step": 162617 }, { "epoch": 91.0, "eval_accuracy": 0.4432415712960099, "eval_loss": 3.0821101665496826, "eval_runtime": 2.9525, "eval_samples_per_second": 162.233, "eval_steps_per_second": 1.355, "step": 162617 }, { "epoch": 92.0, "learning_rate": 2.2606868956318776e-05, "loss": 3.021, "step": 164404 }, { "epoch": 92.0, "eval_accuracy": 0.4472506123828026, "eval_loss": 3.0616304874420166, "eval_runtime": 2.7386, "eval_samples_per_second": 174.904, "eval_steps_per_second": 1.461, "step": 164404 }, { "epoch": 93.0, "learning_rate": 2.2308936312104036e-05, "loss": 3.0183, "step": 166191 }, { "epoch": 93.0, "eval_accuracy": 0.4450408140445041, "eval_loss": 3.102149724960327, "eval_runtime": 2.7638, "eval_samples_per_second": 173.309, "eval_steps_per_second": 1.447, "step": 166191 }, { "epoch": 94.0, "learning_rate": 2.2011003667889295e-05, "loss": 3.0155, "step": 167978 }, { "epoch": 94.0, "eval_accuracy": 0.44215097425485717, "eval_loss": 3.116255283355713, "eval_runtime": 2.7634, "eval_samples_per_second": 173.336, "eval_steps_per_second": 1.447, "step": 167978 }, { "epoch": 95.0, "learning_rate": 2.171307102367456e-05, "loss": 3.0132, "step": 169765 }, { "epoch": 95.0, "eval_accuracy": 0.4493496925561758, "eval_loss": 3.0645430088043213, "eval_runtime": 2.9971, "eval_samples_per_second": 159.823, "eval_steps_per_second": 1.335, "step": 169765 }, { "epoch": 96.0, "learning_rate": 2.1415138379459822e-05, "loss": 3.0118, "step": 171552 }, { "epoch": 96.0, "eval_accuracy": 0.44202857943401513, "eval_loss": 3.092226982116699, "eval_runtime": 2.7558, "eval_samples_per_second": 173.815, "eval_steps_per_second": 1.451, "step": 171552 }, { "epoch": 97.0, "learning_rate": 2.111720573524508e-05, "loss": 3.0105, "step": 173339 }, { "epoch": 97.0, "eval_accuracy": 0.4422707131510743, "eval_loss": 3.118738889694214, "eval_runtime": 2.8983, "eval_samples_per_second": 165.268, "eval_steps_per_second": 1.38, "step": 173339 }, { "epoch": 98.0, "learning_rate": 2.0819273091030345e-05, "loss": 3.0063, "step": 175126 }, { "epoch": 98.0, "eval_accuracy": 0.44618075143856484, "eval_loss": 3.1060523986816406, "eval_runtime": 2.8061, "eval_samples_per_second": 170.697, "eval_steps_per_second": 1.425, "step": 175126 }, { "epoch": 99.0, "learning_rate": 2.0521340446815608e-05, "loss": 3.0035, "step": 176913 }, { "epoch": 99.0, "eval_accuracy": 0.4423852183650616, "eval_loss": 3.1097826957702637, "eval_runtime": 3.1412, "eval_samples_per_second": 152.491, "eval_steps_per_second": 1.273, "step": 176913 }, { "epoch": 100.0, "learning_rate": 2.0223407802600868e-05, "loss": 3.0025, "step": 178700 }, { "epoch": 100.0, "eval_accuracy": 0.4454137587238285, "eval_loss": 3.0856051445007324, "eval_runtime": 2.8018, "eval_samples_per_second": 170.961, "eval_steps_per_second": 1.428, "step": 178700 }, { "epoch": 101.0, "learning_rate": 1.992547515838613e-05, "loss": 3.0001, "step": 180487 }, { "epoch": 101.0, "eval_accuracy": 0.4503842392063714, "eval_loss": 3.0584394931793213, "eval_runtime": 2.8738, "eval_samples_per_second": 166.676, "eval_steps_per_second": 1.392, "step": 180487 }, { "epoch": 102.0, "learning_rate": 1.962754251417139e-05, "loss": 2.9979, "step": 182274 }, { "epoch": 102.0, "eval_accuracy": 0.4435431811165062, "eval_loss": 3.089740753173828, "eval_runtime": 3.0249, "eval_samples_per_second": 158.354, "eval_steps_per_second": 1.322, "step": 182274 }, { "epoch": 103.0, "learning_rate": 1.9329609869956654e-05, "loss": 2.9963, "step": 184061 }, { "epoch": 103.0, "eval_accuracy": 0.4437190013170062, "eval_loss": 3.0712223052978516, "eval_runtime": 2.8272, "eval_samples_per_second": 169.429, "eval_steps_per_second": 1.415, "step": 184061 }, { "epoch": 104.0, "learning_rate": 1.9031677225741914e-05, "loss": 2.9944, "step": 185848 }, { "epoch": 104.0, "eval_accuracy": 0.445785838620922, "eval_loss": 3.085341453552246, "eval_runtime": 2.8252, "eval_samples_per_second": 169.547, "eval_steps_per_second": 1.416, "step": 185848 }, { "epoch": 105.0, "learning_rate": 1.8733744581527177e-05, "loss": 2.9931, "step": 187635 }, { "epoch": 105.0, "eval_accuracy": 0.44751641410643545, "eval_loss": 3.0809359550476074, "eval_runtime": 2.5855, "eval_samples_per_second": 185.266, "eval_steps_per_second": 1.547, "step": 187635 }, { "epoch": 106.0, "learning_rate": 1.843581193731244e-05, "loss": 2.992, "step": 189422 }, { "epoch": 106.0, "eval_accuracy": 0.44257175014068656, "eval_loss": 3.0910277366638184, "eval_runtime": 2.6969, "eval_samples_per_second": 177.61, "eval_steps_per_second": 1.483, "step": 189422 }, { "epoch": 107.0, "learning_rate": 1.81378792930977e-05, "loss": 2.9886, "step": 191209 }, { "epoch": 107.0, "eval_accuracy": 0.44900508104118764, "eval_loss": 3.0693163871765137, "eval_runtime": 2.7589, "eval_samples_per_second": 173.62, "eval_steps_per_second": 1.45, "step": 191209 }, { "epoch": 108.0, "learning_rate": 1.7839946648882963e-05, "loss": 2.986, "step": 192996 }, { "epoch": 108.0, "eval_accuracy": 0.4444630171333055, "eval_loss": 3.0906262397766113, "eval_runtime": 3.2348, "eval_samples_per_second": 148.078, "eval_steps_per_second": 1.237, "step": 192996 }, { "epoch": 109.0, "learning_rate": 1.7542014004668223e-05, "loss": 2.9834, "step": 194783 }, { "epoch": 109.0, "eval_accuracy": 0.4537605471925546, "eval_loss": 3.0319700241088867, "eval_runtime": 3.1336, "eval_samples_per_second": 152.86, "eval_steps_per_second": 1.276, "step": 194783 }, { "epoch": 110.0, "learning_rate": 1.7244081360453486e-05, "loss": 2.9829, "step": 196570 }, { "epoch": 110.0, "eval_accuracy": 0.44560168895144264, "eval_loss": 3.0759708881378174, "eval_runtime": 2.6847, "eval_samples_per_second": 178.418, "eval_steps_per_second": 1.49, "step": 196570 }, { "epoch": 111.0, "learning_rate": 1.6946148716238746e-05, "loss": 2.9814, "step": 198357 }, { "epoch": 111.0, "eval_accuracy": 0.45036670646426746, "eval_loss": 3.0422720909118652, "eval_runtime": 2.9828, "eval_samples_per_second": 160.59, "eval_steps_per_second": 1.341, "step": 198357 }, { "epoch": 112.0, "learning_rate": 1.664821607202401e-05, "loss": 2.9795, "step": 200144 }, { "epoch": 112.0, "eval_accuracy": 0.452860867371254, "eval_loss": 3.0410661697387695, "eval_runtime": 2.9476, "eval_samples_per_second": 162.504, "eval_steps_per_second": 1.357, "step": 200144 }, { "epoch": 113.0, "learning_rate": 1.6350283427809272e-05, "loss": 2.979, "step": 201931 }, { "epoch": 113.0, "eval_accuracy": 0.4462770034348653, "eval_loss": 3.0784435272216797, "eval_runtime": 3.0447, "eval_samples_per_second": 157.321, "eval_steps_per_second": 1.314, "step": 201931 }, { "epoch": 114.0, "learning_rate": 1.6052350783594532e-05, "loss": 2.9781, "step": 203718 }, { "epoch": 114.0, "eval_accuracy": 0.453679165491965, "eval_loss": 3.0525529384613037, "eval_runtime": 2.985, "eval_samples_per_second": 160.472, "eval_steps_per_second": 1.34, "step": 203718 }, { "epoch": 115.0, "learning_rate": 1.5754418139379795e-05, "loss": 2.9751, "step": 205505 }, { "epoch": 115.0, "eval_accuracy": 0.4512479201331115, "eval_loss": 3.0478885173797607, "eval_runtime": 3.2329, "eval_samples_per_second": 148.165, "eval_steps_per_second": 1.237, "step": 205505 }, { "epoch": 116.0, "learning_rate": 1.5456485495165055e-05, "loss": 2.9749, "step": 207292 }, { "epoch": 116.0, "eval_accuracy": 0.44932773109243695, "eval_loss": 3.054450511932373, "eval_runtime": 2.6607, "eval_samples_per_second": 180.027, "eval_steps_per_second": 1.503, "step": 207292 }, { "epoch": 117.0, "learning_rate": 1.5158552850950317e-05, "loss": 2.9735, "step": 209079 }, { "epoch": 117.0, "eval_accuracy": 0.44851187971612105, "eval_loss": 3.0529181957244873, "eval_runtime": 2.6442, "eval_samples_per_second": 181.151, "eval_steps_per_second": 1.513, "step": 209079 }, { "epoch": 118.0, "learning_rate": 1.4860620206735578e-05, "loss": 2.9705, "step": 210866 }, { "epoch": 118.0, "eval_accuracy": 0.4580500769338369, "eval_loss": 3.008023977279663, "eval_runtime": 2.8363, "eval_samples_per_second": 168.883, "eval_steps_per_second": 1.41, "step": 210866 }, { "epoch": 119.0, "learning_rate": 1.4562687562520841e-05, "loss": 2.9698, "step": 212653 }, { "epoch": 119.0, "eval_accuracy": 0.4536538892624972, "eval_loss": 3.0271081924438477, "eval_runtime": 2.5889, "eval_samples_per_second": 185.019, "eval_steps_per_second": 1.545, "step": 212653 }, { "epoch": 120.0, "learning_rate": 1.4264754918306103e-05, "loss": 2.9674, "step": 214440 }, { "epoch": 120.0, "eval_accuracy": 0.4481896208719377, "eval_loss": 3.0476975440979004, "eval_runtime": 2.6869, "eval_samples_per_second": 178.272, "eval_steps_per_second": 1.489, "step": 214440 }, { "epoch": 121.0, "learning_rate": 1.3966822274091364e-05, "loss": 2.9666, "step": 216227 }, { "epoch": 121.0, "eval_accuracy": 0.45575815202192516, "eval_loss": 3.032849073410034, "eval_runtime": 2.9433, "eval_samples_per_second": 162.744, "eval_steps_per_second": 1.359, "step": 216227 }, { "epoch": 122.0, "learning_rate": 1.3668889629876628e-05, "loss": 2.9664, "step": 218014 }, { "epoch": 122.0, "eval_accuracy": 0.4462809917355372, "eval_loss": 3.068892240524292, "eval_runtime": 2.5675, "eval_samples_per_second": 186.559, "eval_steps_per_second": 1.558, "step": 218014 }, { "epoch": 123.0, "learning_rate": 1.3370956985661887e-05, "loss": 2.9639, "step": 219801 }, { "epoch": 123.0, "eval_accuracy": 0.44586561487533455, "eval_loss": 3.0748960971832275, "eval_runtime": 2.796, "eval_samples_per_second": 171.315, "eval_steps_per_second": 1.431, "step": 219801 }, { "epoch": 124.0, "learning_rate": 1.3073024341447149e-05, "loss": 2.9633, "step": 221588 }, { "epoch": 124.0, "eval_accuracy": 0.4488954922628392, "eval_loss": 3.0504775047302246, "eval_runtime": 2.7162, "eval_samples_per_second": 176.347, "eval_steps_per_second": 1.473, "step": 221588 }, { "epoch": 125.0, "learning_rate": 1.277509169723241e-05, "loss": 2.9618, "step": 223375 }, { "epoch": 125.0, "eval_accuracy": 0.45345192714951293, "eval_loss": 3.025569438934326, "eval_runtime": 2.7094, "eval_samples_per_second": 176.794, "eval_steps_per_second": 1.476, "step": 223375 }, { "epoch": 126.0, "learning_rate": 1.2477159053017674e-05, "loss": 2.9589, "step": 225162 }, { "epoch": 126.0, "eval_accuracy": 0.4495620785180625, "eval_loss": 3.052183151245117, "eval_runtime": 2.6479, "eval_samples_per_second": 180.901, "eval_steps_per_second": 1.511, "step": 225162 }, { "epoch": 127.0, "learning_rate": 1.2179226408802935e-05, "loss": 2.9584, "step": 226949 }, { "epoch": 127.0, "eval_accuracy": 0.45301326453349783, "eval_loss": 3.0450875759124756, "eval_runtime": 2.6347, "eval_samples_per_second": 181.807, "eval_steps_per_second": 1.518, "step": 226949 }, { "epoch": 128.0, "learning_rate": 1.1881293764588197e-05, "loss": 2.9589, "step": 228736 }, { "epoch": 128.0, "eval_accuracy": 0.4501640457065279, "eval_loss": 3.065441846847534, "eval_runtime": 2.6108, "eval_samples_per_second": 183.467, "eval_steps_per_second": 1.532, "step": 228736 }, { "epoch": 129.0, "learning_rate": 1.1583361120373458e-05, "loss": 2.9581, "step": 230523 }, { "epoch": 129.0, "eval_accuracy": 0.45803146932307, "eval_loss": 2.998933792114258, "eval_runtime": 2.5885, "eval_samples_per_second": 185.049, "eval_steps_per_second": 1.545, "step": 230523 }, { "epoch": 130.0, "learning_rate": 1.128542847615872e-05, "loss": 2.9554, "step": 232310 }, { "epoch": 130.0, "eval_accuracy": 0.45082426825165417, "eval_loss": 3.0346689224243164, "eval_runtime": 2.6119, "eval_samples_per_second": 183.394, "eval_steps_per_second": 1.531, "step": 232310 }, { "epoch": 131.0, "learning_rate": 1.0987495831943983e-05, "loss": 2.9565, "step": 234097 }, { "epoch": 131.0, "eval_accuracy": 0.44976425684777727, "eval_loss": 3.0585811138153076, "eval_runtime": 2.5925, "eval_samples_per_second": 184.76, "eval_steps_per_second": 1.543, "step": 234097 }, { "epoch": 132.0, "learning_rate": 1.0689563187729243e-05, "loss": 2.9548, "step": 235884 }, { "epoch": 132.0, "eval_accuracy": 0.4535522171743917, "eval_loss": 3.016965389251709, "eval_runtime": 2.5996, "eval_samples_per_second": 184.261, "eval_steps_per_second": 1.539, "step": 235884 }, { "epoch": 133.0, "learning_rate": 1.0391630543514506e-05, "loss": 2.9515, "step": 237671 }, { "epoch": 133.0, "eval_accuracy": 0.44919200987543484, "eval_loss": 3.046969175338745, "eval_runtime": 2.7591, "eval_samples_per_second": 173.609, "eval_steps_per_second": 1.45, "step": 237671 }, { "epoch": 134.0, "learning_rate": 1.0093697899299767e-05, "loss": 2.9499, "step": 239458 }, { "epoch": 134.0, "eval_accuracy": 0.4514692787177204, "eval_loss": 3.033890724182129, "eval_runtime": 2.5902, "eval_samples_per_second": 184.93, "eval_steps_per_second": 1.544, "step": 239458 }, { "epoch": 135.0, "learning_rate": 9.795765255085029e-06, "loss": 2.9514, "step": 241245 }, { "epoch": 135.0, "eval_accuracy": 0.44730392156862747, "eval_loss": 3.047365665435791, "eval_runtime": 2.5837, "eval_samples_per_second": 185.39, "eval_steps_per_second": 1.548, "step": 241245 }, { "epoch": 136.0, "learning_rate": 9.49783261087029e-06, "loss": 2.9486, "step": 243032 }, { "epoch": 136.0, "eval_accuracy": 0.4492987983383054, "eval_loss": 3.0426554679870605, "eval_runtime": 2.6436, "eval_samples_per_second": 181.191, "eval_steps_per_second": 1.513, "step": 243032 }, { "epoch": 137.0, "learning_rate": 9.199899966655552e-06, "loss": 2.9483, "step": 244819 }, { "epoch": 137.0, "eval_accuracy": 0.45336896891264594, "eval_loss": 3.033630847930908, "eval_runtime": 2.6114, "eval_samples_per_second": 183.424, "eval_steps_per_second": 1.532, "step": 244819 }, { "epoch": 138.0, "learning_rate": 8.901967322440815e-06, "loss": 2.9491, "step": 246606 }, { "epoch": 138.0, "eval_accuracy": 0.4516002576092739, "eval_loss": 3.027387857437134, "eval_runtime": 2.5975, "eval_samples_per_second": 184.405, "eval_steps_per_second": 1.54, "step": 246606 }, { "epoch": 139.0, "learning_rate": 8.604034678226076e-06, "loss": 2.9465, "step": 248393 }, { "epoch": 139.0, "eval_accuracy": 0.45385626765882453, "eval_loss": 3.0354230403900146, "eval_runtime": 2.5982, "eval_samples_per_second": 184.359, "eval_steps_per_second": 1.54, "step": 248393 }, { "epoch": 140.0, "learning_rate": 8.306102034011338e-06, "loss": 2.9447, "step": 250180 }, { "epoch": 140.0, "eval_accuracy": 0.4525785166095551, "eval_loss": 3.013915538787842, "eval_runtime": 2.7656, "eval_samples_per_second": 173.197, "eval_steps_per_second": 1.446, "step": 250180 }, { "epoch": 141.0, "learning_rate": 8.0081693897966e-06, "loss": 2.9449, "step": 251967 }, { "epoch": 141.0, "eval_accuracy": 0.4547931354099374, "eval_loss": 3.016339063644409, "eval_runtime": 2.7347, "eval_samples_per_second": 175.155, "eval_steps_per_second": 1.463, "step": 251967 }, { "epoch": 142.0, "learning_rate": 7.710236745581861e-06, "loss": 2.9439, "step": 253754 }, { "epoch": 142.0, "eval_accuracy": 0.45336875423920414, "eval_loss": 3.0307540893554688, "eval_runtime": 2.688, "eval_samples_per_second": 178.198, "eval_steps_per_second": 1.488, "step": 253754 }, { "epoch": 143.0, "learning_rate": 7.412304101367122e-06, "loss": 2.9435, "step": 255541 }, { "epoch": 143.0, "eval_accuracy": 0.4578975260089811, "eval_loss": 3.0242276191711426, "eval_runtime": 2.663, "eval_samples_per_second": 179.874, "eval_steps_per_second": 1.502, "step": 255541 }, { "epoch": 144.0, "learning_rate": 7.114371457152384e-06, "loss": 2.943, "step": 257328 }, { "epoch": 144.0, "eval_accuracy": 0.45133795837462837, "eval_loss": 3.043705463409424, "eval_runtime": 2.7686, "eval_samples_per_second": 173.01, "eval_steps_per_second": 1.445, "step": 257328 }, { "epoch": 145.0, "learning_rate": 6.816438812937646e-06, "loss": 2.943, "step": 259115 }, { "epoch": 145.0, "eval_accuracy": 0.4544336352454434, "eval_loss": 3.022679328918457, "eval_runtime": 2.8352, "eval_samples_per_second": 168.947, "eval_steps_per_second": 1.411, "step": 259115 }, { "epoch": 146.0, "learning_rate": 6.518506168722909e-06, "loss": 2.9403, "step": 260902 }, { "epoch": 146.0, "eval_accuracy": 0.4477586597237944, "eval_loss": 3.0463666915893555, "eval_runtime": 2.8089, "eval_samples_per_second": 170.531, "eval_steps_per_second": 1.424, "step": 260902 }, { "epoch": 147.0, "learning_rate": 6.22057352450817e-06, "loss": 2.9407, "step": 262689 }, { "epoch": 147.0, "eval_accuracy": 0.4465163301412564, "eval_loss": 3.0717713832855225, "eval_runtime": 2.6924, "eval_samples_per_second": 177.907, "eval_steps_per_second": 1.486, "step": 262689 }, { "epoch": 148.0, "learning_rate": 5.922640880293432e-06, "loss": 2.9397, "step": 264476 }, { "epoch": 148.0, "eval_accuracy": 0.4487103426844083, "eval_loss": 3.0518863201141357, "eval_runtime": 2.6462, "eval_samples_per_second": 181.012, "eval_steps_per_second": 1.512, "step": 264476 }, { "epoch": 149.0, "learning_rate": 5.624708236078693e-06, "loss": 2.9392, "step": 266263 }, { "epoch": 149.0, "eval_accuracy": 0.45580133672641854, "eval_loss": 3.0162956714630127, "eval_runtime": 2.8146, "eval_samples_per_second": 170.186, "eval_steps_per_second": 1.421, "step": 266263 }, { "epoch": 150.0, "learning_rate": 5.326775591863955e-06, "loss": 2.9377, "step": 268050 }, { "epoch": 150.0, "eval_accuracy": 0.45181576114667726, "eval_loss": 3.015916585922241, "eval_runtime": 2.7189, "eval_samples_per_second": 176.176, "eval_steps_per_second": 1.471, "step": 268050 }, { "epoch": 151.0, "learning_rate": 5.028842947649216e-06, "loss": 2.9386, "step": 269837 }, { "epoch": 151.0, "eval_accuracy": 0.45453775343084657, "eval_loss": 3.0009806156158447, "eval_runtime": 2.8171, "eval_samples_per_second": 170.031, "eval_steps_per_second": 1.42, "step": 269837 }, { "epoch": 152.0, "learning_rate": 4.7309103034344784e-06, "loss": 2.9391, "step": 271624 }, { "epoch": 152.0, "eval_accuracy": 0.4530369705973036, "eval_loss": 3.034574270248413, "eval_runtime": 2.7339, "eval_samples_per_second": 175.207, "eval_steps_per_second": 1.463, "step": 271624 }, { "epoch": 153.0, "learning_rate": 4.43297765921974e-06, "loss": 2.9364, "step": 273411 }, { "epoch": 153.0, "eval_accuracy": 0.45406984833727565, "eval_loss": 3.00394606590271, "eval_runtime": 2.6952, "eval_samples_per_second": 177.722, "eval_steps_per_second": 1.484, "step": 273411 }, { "epoch": 154.0, "learning_rate": 4.135045015005002e-06, "loss": 2.9359, "step": 275198 }, { "epoch": 154.0, "eval_accuracy": 0.4519481963203824, "eval_loss": 3.041689157485962, "eval_runtime": 2.7367, "eval_samples_per_second": 175.028, "eval_steps_per_second": 1.462, "step": 275198 }, { "epoch": 155.0, "learning_rate": 3.837112370790264e-06, "loss": 2.9359, "step": 276985 }, { "epoch": 155.0, "eval_accuracy": 0.45435859894132224, "eval_loss": 3.0161099433898926, "eval_runtime": 2.74, "eval_samples_per_second": 174.817, "eval_steps_per_second": 1.46, "step": 276985 }, { "epoch": 156.0, "learning_rate": 3.5391797265755257e-06, "loss": 2.936, "step": 278772 }, { "epoch": 156.0, "eval_accuracy": 0.45336758628392715, "eval_loss": 3.0168893337249756, "eval_runtime": 2.8607, "eval_samples_per_second": 167.443, "eval_steps_per_second": 1.398, "step": 278772 }, { "epoch": 157.0, "learning_rate": 3.241247082360787e-06, "loss": 2.9329, "step": 280559 }, { "epoch": 157.0, "eval_accuracy": 0.4478249866434215, "eval_loss": 3.059436082839966, "eval_runtime": 2.856, "eval_samples_per_second": 167.714, "eval_steps_per_second": 1.401, "step": 280559 }, { "epoch": 158.0, "learning_rate": 2.9433144381460487e-06, "loss": 2.9336, "step": 282346 }, { "epoch": 158.0, "eval_accuracy": 0.45551214066424783, "eval_loss": 3.0264980792999268, "eval_runtime": 2.9513, "eval_samples_per_second": 162.304, "eval_steps_per_second": 1.355, "step": 282346 }, { "epoch": 159.0, "learning_rate": 2.6453817939313106e-06, "loss": 2.9341, "step": 284133 }, { "epoch": 159.0, "eval_accuracy": 0.4542034031560622, "eval_loss": 3.0276126861572266, "eval_runtime": 2.8692, "eval_samples_per_second": 166.946, "eval_steps_per_second": 1.394, "step": 284133 }, { "epoch": 160.0, "learning_rate": 2.347449149716572e-06, "loss": 2.933, "step": 285920 }, { "epoch": 160.0, "eval_accuracy": 0.4524090960261173, "eval_loss": 3.032360553741455, "eval_runtime": 2.7445, "eval_samples_per_second": 174.528, "eval_steps_per_second": 1.457, "step": 285920 }, { "epoch": 161.0, "learning_rate": 2.049516505501834e-06, "loss": 2.9325, "step": 287707 }, { "epoch": 161.0, "eval_accuracy": 0.4489003880983182, "eval_loss": 3.024897813796997, "eval_runtime": 2.949, "eval_samples_per_second": 162.427, "eval_steps_per_second": 1.356, "step": 287707 }, { "epoch": 162.0, "learning_rate": 1.7515838612870958e-06, "loss": 2.932, "step": 289494 }, { "epoch": 162.0, "eval_accuracy": 0.4518854201633658, "eval_loss": 3.0444188117980957, "eval_runtime": 3.2716, "eval_samples_per_second": 146.412, "eval_steps_per_second": 1.223, "step": 289494 }, { "epoch": 163.0, "learning_rate": 1.4536512170723575e-06, "loss": 2.9334, "step": 291281 }, { "epoch": 163.0, "eval_accuracy": 0.4493931664657903, "eval_loss": 3.0419514179229736, "eval_runtime": 3.072, "eval_samples_per_second": 155.926, "eval_steps_per_second": 1.302, "step": 291281 }, { "epoch": 164.0, "learning_rate": 1.1557185728576192e-06, "loss": 2.9318, "step": 293068 }, { "epoch": 164.0, "eval_accuracy": 0.454113304625021, "eval_loss": 2.9971697330474854, "eval_runtime": 3.0501, "eval_samples_per_second": 157.044, "eval_steps_per_second": 1.311, "step": 293068 }, { "epoch": 165.0, "learning_rate": 8.57785928642881e-07, "loss": 2.9316, "step": 294855 }, { "epoch": 165.0, "eval_accuracy": 0.4525653024759636, "eval_loss": 2.997295618057251, "eval_runtime": 2.7549, "eval_samples_per_second": 173.872, "eval_steps_per_second": 1.452, "step": 294855 }, { "epoch": 166.0, "learning_rate": 5.598532844281427e-07, "loss": 2.9318, "step": 296642 }, { "epoch": 166.0, "eval_accuracy": 0.45290194408968354, "eval_loss": 3.0388541221618652, "eval_runtime": 3.0075, "eval_samples_per_second": 159.266, "eval_steps_per_second": 1.33, "step": 296642 }, { "epoch": 167.0, "learning_rate": 2.619206402134045e-07, "loss": 2.9301, "step": 298429 }, { "epoch": 167.0, "eval_accuracy": 0.4556901408450704, "eval_loss": 3.013132095336914, "eval_runtime": 2.9991, "eval_samples_per_second": 159.713, "eval_steps_per_second": 1.334, "step": 298429 }, { "epoch": 167.88, "learning_rate": 0.0, "loss": 2.9291, "step": 300000 }, { "epoch": 167.88, "eval_accuracy": 0.4548123706727812, "eval_loss": 3.006730794906616, "eval_runtime": 3.1035, "eval_samples_per_second": 154.341, "eval_steps_per_second": 1.289, "step": 300000 }, { "epoch": 167.88, "step": 300000, "total_flos": 3.687416469441741e+18, "train_loss": 3.1306004736328124, "train_runtime": 219827.3924, "train_samples_per_second": 174.683, "train_steps_per_second": 1.365 } ], "max_steps": 300000, "num_train_epochs": 168, "total_flos": 3.687416469441741e+18, "trial_name": null, "trial_params": null }