{ "best_metric": 0.2340400665998459, "best_model_checkpoint": "./convnext-base-3e-5/checkpoint-4396", "epoch": 10.0, "eval_steps": 500, "global_step": 10990, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.09, "grad_norm": 17.956300735473633, "learning_rate": 2.999387175598269e-05, "loss": 2.4621, "step": 100 }, { "epoch": 0.18, "grad_norm": 29.822656631469727, "learning_rate": 2.9975492031314045e-05, "loss": 1.2937, "step": 200 }, { "epoch": 0.27, "grad_norm": 17.655864715576172, "learning_rate": 2.994487584405244e-05, "loss": 0.9072, "step": 300 }, { "epoch": 0.36, "grad_norm": 26.621862411499023, "learning_rate": 2.990204821066006e-05, "loss": 0.6825, "step": 400 }, { "epoch": 0.45, "grad_norm": 30.1605224609375, "learning_rate": 2.984704412556199e-05, "loss": 0.6469, "step": 500 }, { "epoch": 0.55, "grad_norm": 20.283042907714844, "learning_rate": 2.977990853255228e-05, "loss": 0.5517, "step": 600 }, { "epoch": 0.64, "grad_norm": 23.60833740234375, "learning_rate": 2.970069628807043e-05, "loss": 0.5723, "step": 700 }, { "epoch": 0.73, "grad_norm": 33.12726974487305, "learning_rate": 2.9609472116378222e-05, "loss": 0.5324, "step": 800 }, { "epoch": 0.82, "grad_norm": 11.965418815612793, "learning_rate": 2.9506310556673573e-05, "loss": 0.4686, "step": 900 }, { "epoch": 0.91, "grad_norm": 10.123353958129883, "learning_rate": 2.9391295902184625e-05, "loss": 0.4903, "step": 1000 }, { "epoch": 1.0, "eval_accuracy": 0.8910536779324055, "eval_loss": 0.36899805068969727, "eval_runtime": 105.6572, "eval_samples_per_second": 23.803, "eval_steps_per_second": 1.495, "step": 1099 }, { "epoch": 1.0, "grad_norm": 21.59682273864746, "learning_rate": 2.9264522131293818e-05, "loss": 0.5236, "step": 1100 }, { "epoch": 1.09, "grad_norm": 8.269460678100586, "learning_rate": 2.9126092830748217e-05, "loss": 0.3906, "step": 1200 }, { "epoch": 1.18, "grad_norm": 15.037210464477539, "learning_rate": 2.897612111101888e-05, "loss": 0.3786, "step": 1300 }, { "epoch": 1.27, "grad_norm": 11.73908519744873, "learning_rate": 2.8814729513878365e-05, "loss": 0.3857, "step": 1400 }, { "epoch": 1.36, "grad_norm": 22.919809341430664, "learning_rate": 2.864204991227195e-05, "loss": 0.3413, "step": 1500 }, { "epoch": 1.46, "grad_norm": 16.75708770751953, "learning_rate": 2.8458223402564366e-05, "loss": 0.3258, "step": 1600 }, { "epoch": 1.55, "grad_norm": 13.096406936645508, "learning_rate": 2.826340018925006e-05, "loss": 0.4003, "step": 1700 }, { "epoch": 1.64, "grad_norm": 19.19637680053711, "learning_rate": 2.8057739462221215e-05, "loss": 0.385, "step": 1800 }, { "epoch": 1.73, "grad_norm": 17.63860321044922, "learning_rate": 2.7841409266693838e-05, "loss": 0.3486, "step": 1900 }, { "epoch": 1.82, "grad_norm": 15.726961135864258, "learning_rate": 2.761458636589813e-05, "loss": 0.3403, "step": 2000 }, { "epoch": 1.91, "grad_norm": 13.003602027893066, "learning_rate": 2.7377456096645395e-05, "loss": 0.3615, "step": 2100 }, { "epoch": 2.0, "eval_accuracy": 0.9168986083499006, "eval_loss": 0.2985592782497406, "eval_runtime": 106.1115, "eval_samples_per_second": 23.701, "eval_steps_per_second": 1.489, "step": 2198 }, { "epoch": 2.0, "grad_norm": 31.20207405090332, "learning_rate": 2.7130212217889484e-05, "loss": 0.353, "step": 2200 }, { "epoch": 2.09, "grad_norm": 17.543489456176758, "learning_rate": 2.6873056752406504e-05, "loss": 0.307, "step": 2300 }, { "epoch": 2.18, "grad_norm": 16.423120498657227, "learning_rate": 2.6606199821722166e-05, "loss": 0.2946, "step": 2400 }, { "epoch": 2.27, "grad_norm": 10.412177085876465, "learning_rate": 2.632985947442167e-05, "loss": 0.2547, "step": 2500 }, { "epoch": 2.37, "grad_norm": 11.482078552246094, "learning_rate": 2.6044261507982356e-05, "loss": 0.3145, "step": 2600 }, { "epoch": 2.46, "grad_norm": 18.31868553161621, "learning_rate": 2.5749639284274782e-05, "loss": 0.2831, "step": 2700 }, { "epoch": 2.55, "grad_norm": 1.5178425312042236, "learning_rate": 2.5446233538882924e-05, "loss": 0.294, "step": 2800 }, { "epoch": 2.64, "grad_norm": 14.94119644165039, "learning_rate": 2.513429218439932e-05, "loss": 0.306, "step": 2900 }, { "epoch": 2.73, "grad_norm": 16.603517532348633, "learning_rate": 2.4814070107855878e-05, "loss": 0.2681, "step": 3000 }, { "epoch": 2.82, "grad_norm": 17.19023895263672, "learning_rate": 2.448582896245591e-05, "loss": 0.2738, "step": 3100 }, { "epoch": 2.91, "grad_norm": 16.443864822387695, "learning_rate": 2.4149836953777488e-05, "loss": 0.2686, "step": 3200 }, { "epoch": 3.0, "eval_accuracy": 0.9304174950298211, "eval_loss": 0.26619353890419006, "eval_runtime": 105.8407, "eval_samples_per_second": 23.762, "eval_steps_per_second": 1.493, "step": 3297 }, { "epoch": 3.0, "grad_norm": 18.363679885864258, "learning_rate": 2.3806368620622876e-05, "loss": 0.2955, "step": 3300 }, { "epoch": 3.09, "grad_norm": 6.975516319274902, "learning_rate": 2.345570461069312e-05, "loss": 0.2085, "step": 3400 }, { "epoch": 3.18, "grad_norm": 3.4055590629577637, "learning_rate": 2.3098131451271016e-05, "loss": 0.2276, "step": 3500 }, { "epoch": 3.28, "grad_norm": 16.472017288208008, "learning_rate": 2.2733941315099883e-05, "loss": 0.2423, "step": 3600 }, { "epoch": 3.37, "grad_norm": 9.783247947692871, "learning_rate": 2.2363431781649483e-05, "loss": 0.2187, "step": 3700 }, { "epoch": 3.46, "grad_norm": 20.065593719482422, "learning_rate": 2.1986905593964048e-05, "loss": 0.1958, "step": 3800 }, { "epoch": 3.55, "grad_norm": 9.611791610717773, "learning_rate": 2.1604670411291174e-05, "loss": 0.2657, "step": 3900 }, { "epoch": 3.64, "grad_norm": 7.389467239379883, "learning_rate": 2.121703855769373e-05, "loss": 0.2479, "step": 4000 }, { "epoch": 3.73, "grad_norm": 7.945903301239014, "learning_rate": 2.0824326766850072e-05, "loss": 0.2279, "step": 4100 }, { "epoch": 3.82, "grad_norm": 0.05080638453364372, "learning_rate": 2.042685592325123e-05, "loss": 0.2171, "step": 4200 }, { "epoch": 3.91, "grad_norm": 8.823617935180664, "learning_rate": 2.0024950800006463e-05, "loss": 0.246, "step": 4300 }, { "epoch": 4.0, "eval_accuracy": 0.9395626242544731, "eval_loss": 0.2340400665998459, "eval_runtime": 106.7505, "eval_samples_per_second": 23.56, "eval_steps_per_second": 1.48, "step": 4396 }, { "epoch": 4.0, "grad_norm": 8.573821067810059, "learning_rate": 1.961893979347137e-05, "loss": 0.2168, "step": 4400 }, { "epoch": 4.09, "grad_norm": 12.596579551696777, "learning_rate": 1.9209154654915524e-05, "loss": 0.1946, "step": 4500 }, { "epoch": 4.19, "grad_norm": 15.590298652648926, "learning_rate": 1.879593021944875e-05, "loss": 0.2028, "step": 4600 }, { "epoch": 4.28, "grad_norm": 20.42356300354004, "learning_rate": 1.837960413242765e-05, "loss": 0.1985, "step": 4700 }, { "epoch": 4.37, "grad_norm": 1.106755018234253, "learning_rate": 1.796051657356582e-05, "loss": 0.1907, "step": 4800 }, { "epoch": 4.46, "grad_norm": 4.9287495613098145, "learning_rate": 1.7539009978973312e-05, "loss": 0.1858, "step": 4900 }, { "epoch": 4.55, "grad_norm": 25.559234619140625, "learning_rate": 1.711542876135233e-05, "loss": 0.1694, "step": 5000 }, { "epoch": 4.64, "grad_norm": 22.039155960083008, "learning_rate": 1.669011902857791e-05, "loss": 0.1891, "step": 5100 }, { "epoch": 4.73, "grad_norm": 3.6209306716918945, "learning_rate": 1.6263428300893422e-05, "loss": 0.1981, "step": 5200 }, { "epoch": 4.82, "grad_norm": 30.3158016204834, "learning_rate": 1.5835705226952112e-05, "loss": 0.1867, "step": 5300 }, { "epoch": 4.91, "grad_norm": 32.05391311645508, "learning_rate": 1.540729929893649e-05, "loss": 0.201, "step": 5400 }, { "epoch": 5.0, "eval_accuracy": 0.9411530815109344, "eval_loss": 0.25883305072784424, "eval_runtime": 105.5526, "eval_samples_per_second": 23.827, "eval_steps_per_second": 1.497, "step": 5495 }, { "epoch": 5.0, "grad_norm": 1.146540641784668, "learning_rate": 1.4978560566988603e-05, "loss": 0.1906, "step": 5500 }, { "epoch": 5.1, "grad_norm": 15.014126777648926, "learning_rate": 1.454983935318433e-05, "loss": 0.1563, "step": 5600 }, { "epoch": 5.19, "grad_norm": 7.286404609680176, "learning_rate": 1.4121485965285485e-05, "loss": 0.1526, "step": 5700 }, { "epoch": 5.28, "grad_norm": 19.885345458984375, "learning_rate": 1.3693850410503614e-05, "loss": 0.1482, "step": 5800 }, { "epoch": 5.37, "grad_norm": 0.03801773115992546, "learning_rate": 1.326728210950942e-05, "loss": 0.1619, "step": 5900 }, { "epoch": 5.46, "grad_norm": 0.256340354681015, "learning_rate": 1.2842129610921378e-05, "loss": 0.1431, "step": 6000 }, { "epoch": 5.55, "grad_norm": 6.246147632598877, "learning_rate": 1.2418740306506923e-05, "loss": 0.194, "step": 6100 }, { "epoch": 5.64, "grad_norm": 0.7258792519569397, "learning_rate": 1.1997460147328984e-05, "loss": 0.1388, "step": 6200 }, { "epoch": 5.73, "grad_norm": 5.175995826721191, "learning_rate": 1.1578633361069559e-05, "loss": 0.1943, "step": 6300 }, { "epoch": 5.82, "grad_norm": 5.505824089050293, "learning_rate": 1.1162602170761611e-05, "loss": 0.1617, "step": 6400 }, { "epoch": 5.91, "grad_norm": 22.753047943115234, "learning_rate": 1.0749706515158863e-05, "loss": 0.1757, "step": 6500 }, { "epoch": 6.0, "eval_accuracy": 0.9439363817097416, "eval_loss": 0.2435537427663803, "eval_runtime": 105.5095, "eval_samples_per_second": 23.837, "eval_steps_per_second": 1.497, "step": 6594 }, { "epoch": 6.01, "grad_norm": 17.974355697631836, "learning_rate": 1.0340283770972167e-05, "loss": 0.1683, "step": 6600 }, { "epoch": 6.1, "grad_norm": 26.32249641418457, "learning_rate": 9.93466847719919e-06, "loss": 0.1313, "step": 6700 }, { "epoch": 6.19, "grad_norm": 8.388775825500488, "learning_rate": 9.533192061772919e-06, "loss": 0.1363, "step": 6800 }, { "epoch": 6.28, "grad_norm": 15.968542098999023, "learning_rate": 9.136182570752153e-06, "loss": 0.1241, "step": 6900 }, { "epoch": 6.37, "grad_norm": 0.21214519441127777, "learning_rate": 8.743964400275304e-06, "loss": 0.1201, "step": 7000 }, { "epoch": 6.46, "grad_norm": 0.1043318435549736, "learning_rate": 8.356858031496596e-06, "loss": 0.1438, "step": 7100 }, { "epoch": 6.55, "grad_norm": 0.6806092858314514, "learning_rate": 7.975179768721187e-06, "loss": 0.13, "step": 7200 }, { "epoch": 6.64, "grad_norm": 0.5344202518463135, "learning_rate": 7.599241480953112e-06, "loss": 0.1393, "step": 7300 }, { "epoch": 6.73, "grad_norm": 28.392440795898438, "learning_rate": 7.229350347067426e-06, "loss": 0.1441, "step": 7400 }, { "epoch": 6.82, "grad_norm": 21.353750228881836, "learning_rate": 6.865808604814564e-06, "loss": 0.1211, "step": 7500 }, { "epoch": 6.92, "grad_norm": 3.2531442642211914, "learning_rate": 6.508913303862144e-06, "loss": 0.1699, "step": 7600 }, { "epoch": 7.0, "eval_accuracy": 0.9443339960238568, "eval_loss": 0.2558170557022095, "eval_runtime": 106.0537, "eval_samples_per_second": 23.714, "eval_steps_per_second": 1.49, "step": 7693 }, { "epoch": 7.01, "grad_norm": 27.954816818237305, "learning_rate": 6.1589560630758656e-06, "loss": 0.1067, "step": 7700 }, { "epoch": 7.1, "grad_norm": 12.10332202911377, "learning_rate": 5.8162228322380155e-06, "loss": 0.1084, "step": 7800 }, { "epoch": 7.19, "grad_norm": 1.8917927742004395, "learning_rate": 5.480993658398129e-06, "loss": 0.1441, "step": 7900 }, { "epoch": 7.28, "grad_norm": 0.24689602851867676, "learning_rate": 5.153542457046737e-06, "loss": 0.1006, "step": 8000 }, { "epoch": 7.37, "grad_norm": 3.907996416091919, "learning_rate": 4.834136788299248e-06, "loss": 0.1243, "step": 8100 }, { "epoch": 7.46, "grad_norm": 0.24271999299526215, "learning_rate": 4.523037638272822e-06, "loss": 0.0981, "step": 8200 }, { "epoch": 7.55, "grad_norm": 20.29511833190918, "learning_rate": 4.220499205834783e-06, "loss": 0.1046, "step": 8300 }, { "epoch": 7.64, "grad_norm": 2.0506038665771484, "learning_rate": 3.926768694896931e-06, "loss": 0.1175, "step": 8400 }, { "epoch": 7.73, "grad_norm": 0.33996373414993286, "learning_rate": 3.6420861124254607e-06, "loss": 0.1491, "step": 8500 }, { "epoch": 7.83, "grad_norm": 0.5826025605201721, "learning_rate": 3.3666840723314145e-06, "loss": 0.1164, "step": 8600 }, { "epoch": 7.92, "grad_norm": 3.4220075607299805, "learning_rate": 3.1007876054020724e-06, "loss": 0.1178, "step": 8700 }, { "epoch": 8.0, "eval_accuracy": 0.9479125248508946, "eval_loss": 0.2512185275554657, "eval_runtime": 105.3589, "eval_samples_per_second": 23.871, "eval_steps_per_second": 1.5, "step": 8792 }, { "epoch": 8.01, "grad_norm": 5.513002395629883, "learning_rate": 2.8446139754284486e-06, "loss": 0.1009, "step": 8800 }, { "epoch": 8.1, "grad_norm": 15.36313533782959, "learning_rate": 2.5983725016792574e-06, "loss": 0.1245, "step": 8900 }, { "epoch": 8.19, "grad_norm": 3.3562428951263428, "learning_rate": 2.36226438786627e-06, "loss": 0.1124, "step": 9000 }, { "epoch": 8.28, "grad_norm": 28.229764938354492, "learning_rate": 2.1364825577409424e-06, "loss": 0.0913, "step": 9100 }, { "epoch": 8.37, "grad_norm": 3.830212116241455, "learning_rate": 1.9212114974565664e-06, "loss": 0.1226, "step": 9200 }, { "epoch": 8.46, "grad_norm": 0.01726786606013775, "learning_rate": 1.7166271048247796e-06, "loss": 0.0825, "step": 9300 }, { "epoch": 8.55, "grad_norm": 10.166333198547363, "learning_rate": 1.5228965455896054e-06, "loss": 0.0989, "step": 9400 }, { "epoch": 8.64, "grad_norm": 18.327802658081055, "learning_rate": 1.3401781168364591e-06, "loss": 0.105, "step": 9500 }, { "epoch": 8.74, "grad_norm": 0.282446950674057, "learning_rate": 1.1686211176477208e-06, "loss": 0.1097, "step": 9600 }, { "epoch": 8.83, "grad_norm": 21.263484954833984, "learning_rate": 1.00836572711058e-06, "loss": 0.1297, "step": 9700 }, { "epoch": 8.92, "grad_norm": 4.42637825012207, "learning_rate": 8.595428897768071e-07, "loss": 0.1167, "step": 9800 }, { "epoch": 9.0, "eval_accuracy": 0.9479125248508946, "eval_loss": 0.2536466717720032, "eval_runtime": 105.7662, "eval_samples_per_second": 23.779, "eval_steps_per_second": 1.494, "step": 9891 }, { "epoch": 9.01, "grad_norm": 9.55751895904541, "learning_rate": 7.222742086680756e-07, "loss": 0.1121, "step": 9900 }, { "epoch": 9.1, "grad_norm": 0.058909401297569275, "learning_rate": 5.966718459142196e-07, "loss": 0.0856, "step": 10000 }, { "epoch": 9.19, "grad_norm": 27.23402214050293, "learning_rate": 4.82838431105655e-07, "loss": 0.1041, "step": 10100 }, { "epoch": 9.28, "grad_norm": 0.20296531915664673, "learning_rate": 3.808669774348167e-07, "loss": 0.1079, "step": 10200 }, { "epoch": 9.37, "grad_norm": 0.6779181957244873, "learning_rate": 2.908408056951578e-07, "loss": 0.0855, "step": 10300 }, { "epoch": 9.46, "grad_norm": 0.20246420800685883, "learning_rate": 2.1283347619979243e-07, "loss": 0.0715, "step": 10400 }, { "epoch": 9.55, "grad_norm": 0.13543924689292908, "learning_rate": 1.4690872867542892e-07, "loss": 0.1181, "step": 10500 }, { "epoch": 9.65, "grad_norm": 12.729443550109863, "learning_rate": 9.312043018067762e-08, "loss": 0.1114, "step": 10600 }, { "epoch": 9.74, "grad_norm": 11.665053367614746, "learning_rate": 5.1512531091333914e-08, "loss": 0.131, "step": 10700 }, { "epoch": 9.83, "grad_norm": 5.462090969085693, "learning_rate": 2.211902918855313e-08, "loss": 0.1174, "step": 10800 }, { "epoch": 9.92, "grad_norm": 8.030549049377441, "learning_rate": 4.963941879295164e-09, "loss": 0.0889, "step": 10900 }, { "epoch": 10.0, "eval_accuracy": 0.9495029821073558, "eval_loss": 0.25355264544487, "eval_runtime": 105.6261, "eval_samples_per_second": 23.81, "eval_steps_per_second": 1.496, "step": 10990 }, { "epoch": 10.0, "step": 10990, "total_flos": 4.09349935387607e+19, "train_loss": 0.25289429932751367, "train_runtime": 17079.3849, "train_samples_per_second": 10.294, "train_steps_per_second": 0.643 } ], "logging_steps": 100, "max_steps": 10990, "num_input_tokens_seen": 0, "num_train_epochs": 10, "save_steps": 500, "total_flos": 4.09349935387607e+19, "train_batch_size": 16, "trial_name": null, "trial_params": null }