{ "best_metric": 0.7931726907630522, "best_model_checkpoint": "models/german_xlm_xnli/checkpoint-49088", "epoch": 5.0, "global_step": 61360, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.04, "learning_rate": 1.983702737940026e-05, "loss": 1.0212, "step": 500 }, { "epoch": 0.08, "learning_rate": 1.9674054758800523e-05, "loss": 0.8564, "step": 1000 }, { "epoch": 0.12, "learning_rate": 1.9511082138200782e-05, "loss": 0.7866, "step": 1500 }, { "epoch": 0.16, "learning_rate": 1.9348109517601044e-05, "loss": 0.7406, "step": 2000 }, { "epoch": 0.2, "learning_rate": 1.9185136897001307e-05, "loss": 0.7337, "step": 2500 }, { "epoch": 0.24, "learning_rate": 1.9022164276401566e-05, "loss": 0.7218, "step": 3000 }, { "epoch": 0.29, "learning_rate": 1.8859191655801828e-05, "loss": 0.7036, "step": 3500 }, { "epoch": 0.33, "learning_rate": 1.8696219035202087e-05, "loss": 0.6906, "step": 4000 }, { "epoch": 0.37, "learning_rate": 1.853324641460235e-05, "loss": 0.6761, "step": 4500 }, { "epoch": 0.41, "learning_rate": 1.837027379400261e-05, "loss": 0.67, "step": 5000 }, { "epoch": 0.45, "learning_rate": 1.820730117340287e-05, "loss": 0.6608, "step": 5500 }, { "epoch": 0.49, "learning_rate": 1.804432855280313e-05, "loss": 0.6617, "step": 6000 }, { "epoch": 0.53, "learning_rate": 1.788135593220339e-05, "loss": 0.6531, "step": 6500 }, { "epoch": 0.57, "learning_rate": 1.771838331160365e-05, "loss": 0.6474, "step": 7000 }, { "epoch": 0.61, "learning_rate": 1.7555410691003914e-05, "loss": 0.6439, "step": 7500 }, { "epoch": 0.65, "learning_rate": 1.7392438070404173e-05, "loss": 0.6378, "step": 8000 }, { "epoch": 0.69, "learning_rate": 1.7229465449804435e-05, "loss": 0.6356, "step": 8500 }, { "epoch": 0.73, "learning_rate": 1.7066492829204694e-05, "loss": 0.626, "step": 9000 }, { "epoch": 0.77, "learning_rate": 1.6903520208604957e-05, "loss": 0.6297, "step": 9500 }, { "epoch": 0.81, "learning_rate": 1.6740547588005215e-05, "loss": 0.6189, "step": 10000 }, { "epoch": 0.86, "learning_rate": 1.6577574967405478e-05, "loss": 0.6198, "step": 10500 }, { "epoch": 0.9, "learning_rate": 1.6414602346805737e-05, "loss": 0.6216, "step": 11000 }, { "epoch": 0.94, "learning_rate": 1.6251629726206e-05, "loss": 0.6068, "step": 11500 }, { "epoch": 0.98, "learning_rate": 1.608865710560626e-05, "loss": 0.6159, "step": 12000 }, { "epoch": 1.0, "eval_accuracy": 0.7726907630522089, "eval_loss": 0.5801302790641785, "eval_runtime": 6.0805, "eval_samples_per_second": 409.504, "eval_steps_per_second": 51.311, "step": 12272 }, { "epoch": 1.02, "learning_rate": 1.592568448500652e-05, "loss": 0.5841, "step": 12500 }, { "epoch": 1.06, "learning_rate": 1.576271186440678e-05, "loss": 0.549, "step": 13000 }, { "epoch": 1.1, "learning_rate": 1.5599739243807042e-05, "loss": 0.5519, "step": 13500 }, { "epoch": 1.14, "learning_rate": 1.54367666232073e-05, "loss": 0.5413, "step": 14000 }, { "epoch": 1.18, "learning_rate": 1.5273794002607563e-05, "loss": 0.5308, "step": 14500 }, { "epoch": 1.22, "learning_rate": 1.5110821382007822e-05, "loss": 0.5367, "step": 15000 }, { "epoch": 1.26, "learning_rate": 1.4947848761408083e-05, "loss": 0.5362, "step": 15500 }, { "epoch": 1.3, "learning_rate": 1.4784876140808346e-05, "loss": 0.5269, "step": 16000 }, { "epoch": 1.34, "learning_rate": 1.4621903520208606e-05, "loss": 0.539, "step": 16500 }, { "epoch": 1.39, "learning_rate": 1.4458930899608867e-05, "loss": 0.5434, "step": 17000 }, { "epoch": 1.43, "learning_rate": 1.4295958279009128e-05, "loss": 0.5269, "step": 17500 }, { "epoch": 1.47, "learning_rate": 1.4132985658409388e-05, "loss": 0.5381, "step": 18000 }, { "epoch": 1.51, "learning_rate": 1.3970013037809649e-05, "loss": 0.5343, "step": 18500 }, { "epoch": 1.55, "learning_rate": 1.380704041720991e-05, "loss": 0.5434, "step": 19000 }, { "epoch": 1.59, "learning_rate": 1.364406779661017e-05, "loss": 0.5389, "step": 19500 }, { "epoch": 1.63, "learning_rate": 1.3481095176010431e-05, "loss": 0.5372, "step": 20000 }, { "epoch": 1.67, "learning_rate": 1.3318122555410693e-05, "loss": 0.5339, "step": 20500 }, { "epoch": 1.71, "learning_rate": 1.3155149934810954e-05, "loss": 0.5342, "step": 21000 }, { "epoch": 1.75, "learning_rate": 1.2992177314211213e-05, "loss": 0.5327, "step": 21500 }, { "epoch": 1.79, "learning_rate": 1.2829204693611474e-05, "loss": 0.5301, "step": 22000 }, { "epoch": 1.83, "learning_rate": 1.2666232073011735e-05, "loss": 0.5316, "step": 22500 }, { "epoch": 1.87, "learning_rate": 1.2503259452411995e-05, "loss": 0.5402, "step": 23000 }, { "epoch": 1.91, "learning_rate": 1.2340286831812256e-05, "loss": 0.5196, "step": 23500 }, { "epoch": 1.96, "learning_rate": 1.2177314211212517e-05, "loss": 0.5329, "step": 24000 }, { "epoch": 2.0, "learning_rate": 1.2014341590612777e-05, "loss": 0.5257, "step": 24500 }, { "epoch": 2.0, "eval_accuracy": 0.7895582329317269, "eval_loss": 0.5412057638168335, "eval_runtime": 6.3368, "eval_samples_per_second": 392.945, "eval_steps_per_second": 49.236, "step": 24544 }, { "epoch": 2.04, "learning_rate": 1.185136897001304e-05, "loss": 0.4563, "step": 25000 }, { "epoch": 2.08, "learning_rate": 1.16883963494133e-05, "loss": 0.4525, "step": 25500 }, { "epoch": 2.12, "learning_rate": 1.1525423728813561e-05, "loss": 0.4436, "step": 26000 }, { "epoch": 2.16, "learning_rate": 1.1362451108213822e-05, "loss": 0.4471, "step": 26500 }, { "epoch": 2.2, "learning_rate": 1.1199478487614082e-05, "loss": 0.4483, "step": 27000 }, { "epoch": 2.24, "learning_rate": 1.1036505867014341e-05, "loss": 0.4446, "step": 27500 }, { "epoch": 2.28, "learning_rate": 1.0873533246414602e-05, "loss": 0.4583, "step": 28000 }, { "epoch": 2.32, "learning_rate": 1.0710560625814863e-05, "loss": 0.4487, "step": 28500 }, { "epoch": 2.36, "learning_rate": 1.0547588005215125e-05, "loss": 0.4484, "step": 29000 }, { "epoch": 2.4, "learning_rate": 1.0384615384615386e-05, "loss": 0.4559, "step": 29500 }, { "epoch": 2.44, "learning_rate": 1.0221642764015647e-05, "loss": 0.4503, "step": 30000 }, { "epoch": 2.49, "learning_rate": 1.0058670143415907e-05, "loss": 0.4634, "step": 30500 }, { "epoch": 2.53, "learning_rate": 9.895697522816168e-06, "loss": 0.4516, "step": 31000 }, { "epoch": 2.57, "learning_rate": 9.732724902216429e-06, "loss": 0.4506, "step": 31500 }, { "epoch": 2.61, "learning_rate": 9.56975228161669e-06, "loss": 0.4487, "step": 32000 }, { "epoch": 2.65, "learning_rate": 9.40677966101695e-06, "loss": 0.4355, "step": 32500 }, { "epoch": 2.69, "learning_rate": 9.24380704041721e-06, "loss": 0.4523, "step": 33000 }, { "epoch": 2.73, "learning_rate": 9.080834419817471e-06, "loss": 0.4449, "step": 33500 }, { "epoch": 2.77, "learning_rate": 8.917861799217732e-06, "loss": 0.4453, "step": 34000 }, { "epoch": 2.81, "learning_rate": 8.754889178617993e-06, "loss": 0.4564, "step": 34500 }, { "epoch": 2.85, "learning_rate": 8.591916558018254e-06, "loss": 0.4545, "step": 35000 }, { "epoch": 2.89, "learning_rate": 8.428943937418514e-06, "loss": 0.4487, "step": 35500 }, { "epoch": 2.93, "learning_rate": 8.265971316818775e-06, "loss": 0.4521, "step": 36000 }, { "epoch": 2.97, "learning_rate": 8.102998696219036e-06, "loss": 0.4468, "step": 36500 }, { "epoch": 3.0, "eval_accuracy": 0.7863453815261044, "eval_loss": 0.5777254700660706, "eval_runtime": 5.2465, "eval_samples_per_second": 474.598, "eval_steps_per_second": 59.468, "step": 36816 }, { "epoch": 3.01, "learning_rate": 7.940026075619296e-06, "loss": 0.4161, "step": 37000 }, { "epoch": 3.06, "learning_rate": 7.777053455019557e-06, "loss": 0.3732, "step": 37500 }, { "epoch": 3.1, "learning_rate": 7.614080834419818e-06, "loss": 0.3717, "step": 38000 }, { "epoch": 3.14, "learning_rate": 7.451108213820078e-06, "loss": 0.3946, "step": 38500 }, { "epoch": 3.18, "learning_rate": 7.288135593220339e-06, "loss": 0.3709, "step": 39000 }, { "epoch": 3.22, "learning_rate": 7.125162972620601e-06, "loss": 0.3795, "step": 39500 }, { "epoch": 3.26, "learning_rate": 6.962190352020861e-06, "loss": 0.3777, "step": 40000 }, { "epoch": 3.3, "learning_rate": 6.799217731421122e-06, "loss": 0.3741, "step": 40500 }, { "epoch": 3.34, "learning_rate": 6.636245110821382e-06, "loss": 0.3768, "step": 41000 }, { "epoch": 3.38, "learning_rate": 6.473272490221643e-06, "loss": 0.3818, "step": 41500 }, { "epoch": 3.42, "learning_rate": 6.310299869621904e-06, "loss": 0.3756, "step": 42000 }, { "epoch": 3.46, "learning_rate": 6.147327249022165e-06, "loss": 0.3834, "step": 42500 }, { "epoch": 3.5, "learning_rate": 5.9843546284224255e-06, "loss": 0.3795, "step": 43000 }, { "epoch": 3.54, "learning_rate": 5.821382007822687e-06, "loss": 0.3765, "step": 43500 }, { "epoch": 3.59, "learning_rate": 5.658409387222948e-06, "loss": 0.3851, "step": 44000 }, { "epoch": 3.63, "learning_rate": 5.4954367666232076e-06, "loss": 0.3787, "step": 44500 }, { "epoch": 3.67, "learning_rate": 5.332464146023468e-06, "loss": 0.3829, "step": 45000 }, { "epoch": 3.71, "learning_rate": 5.169491525423729e-06, "loss": 0.3774, "step": 45500 }, { "epoch": 3.75, "learning_rate": 5.0065189048239905e-06, "loss": 0.372, "step": 46000 }, { "epoch": 3.79, "learning_rate": 4.843546284224251e-06, "loss": 0.3754, "step": 46500 }, { "epoch": 3.83, "learning_rate": 4.680573663624511e-06, "loss": 0.3846, "step": 47000 }, { "epoch": 3.87, "learning_rate": 4.5176010430247726e-06, "loss": 0.365, "step": 47500 }, { "epoch": 3.91, "learning_rate": 4.354628422425033e-06, "loss": 0.3647, "step": 48000 }, { "epoch": 3.95, "learning_rate": 4.191655801825294e-06, "loss": 0.3779, "step": 48500 }, { "epoch": 3.99, "learning_rate": 4.028683181225555e-06, "loss": 0.3729, "step": 49000 }, { "epoch": 4.0, "eval_accuracy": 0.7931726907630522, "eval_loss": 0.6138126850128174, "eval_runtime": 5.1705, "eval_samples_per_second": 481.577, "eval_steps_per_second": 60.342, "step": 49088 }, { "epoch": 4.03, "learning_rate": 3.865710560625815e-06, "loss": 0.3345, "step": 49500 }, { "epoch": 4.07, "learning_rate": 3.702737940026076e-06, "loss": 0.3222, "step": 50000 }, { "epoch": 4.12, "learning_rate": 3.5397653194263363e-06, "loss": 0.3269, "step": 50500 }, { "epoch": 4.16, "learning_rate": 3.3767926988265974e-06, "loss": 0.3154, "step": 51000 }, { "epoch": 4.2, "learning_rate": 3.213820078226858e-06, "loss": 0.3249, "step": 51500 }, { "epoch": 4.24, "learning_rate": 3.0508474576271192e-06, "loss": 0.3175, "step": 52000 }, { "epoch": 4.28, "learning_rate": 2.8878748370273795e-06, "loss": 0.3279, "step": 52500 }, { "epoch": 4.32, "learning_rate": 2.7249022164276406e-06, "loss": 0.313, "step": 53000 }, { "epoch": 4.36, "learning_rate": 2.5619295958279013e-06, "loss": 0.3219, "step": 53500 }, { "epoch": 4.4, "learning_rate": 2.398956975228162e-06, "loss": 0.3202, "step": 54000 }, { "epoch": 4.44, "learning_rate": 2.2359843546284227e-06, "loss": 0.3203, "step": 54500 }, { "epoch": 4.48, "learning_rate": 2.0730117340286834e-06, "loss": 0.3285, "step": 55000 }, { "epoch": 4.52, "learning_rate": 1.910039113428944e-06, "loss": 0.3179, "step": 55500 }, { "epoch": 4.56, "learning_rate": 1.7470664928292048e-06, "loss": 0.3195, "step": 56000 }, { "epoch": 4.6, "learning_rate": 1.5840938722294655e-06, "loss": 0.3281, "step": 56500 }, { "epoch": 4.64, "learning_rate": 1.4211212516297262e-06, "loss": 0.3242, "step": 57000 }, { "epoch": 4.69, "learning_rate": 1.258148631029987e-06, "loss": 0.3108, "step": 57500 }, { "epoch": 4.73, "learning_rate": 1.0951760104302478e-06, "loss": 0.315, "step": 58000 }, { "epoch": 4.77, "learning_rate": 9.322033898305086e-07, "loss": 0.3174, "step": 58500 }, { "epoch": 4.81, "learning_rate": 7.692307692307694e-07, "loss": 0.3138, "step": 59000 }, { "epoch": 4.85, "learning_rate": 6.0625814863103e-07, "loss": 0.3254, "step": 59500 }, { "epoch": 4.89, "learning_rate": 4.432855280312908e-07, "loss": 0.322, "step": 60000 }, { "epoch": 4.93, "learning_rate": 2.803129074315515e-07, "loss": 0.3147, "step": 60500 }, { "epoch": 4.97, "learning_rate": 1.1734028683181226e-07, "loss": 0.3267, "step": 61000 }, { "epoch": 5.0, "eval_accuracy": 0.7847389558232932, "eval_loss": 0.6564955115318298, "eval_runtime": 5.1501, "eval_samples_per_second": 483.486, "eval_steps_per_second": 60.581, "step": 61360 }, { "epoch": 5.0, "step": 61360, "total_flos": 1.2915645671077632e+17, "train_loss": 0.4736778818799433, "train_runtime": 12286.2871, "train_samples_per_second": 159.813, "train_steps_per_second": 4.994 } ], "max_steps": 61360, "num_train_epochs": 5, "total_flos": 1.2915645671077632e+17, "trial_name": null, "trial_params": null }