| { | |
| "best_metric": 0.7437751004016064, | |
| "best_model_checkpoint": "models/arabic_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": 0.9951, | |
| "step": 500 | |
| }, | |
| { | |
| "epoch": 0.08, | |
| "learning_rate": 1.9674054758800523e-05, | |
| "loss": 0.8623, | |
| "step": 1000 | |
| }, | |
| { | |
| "epoch": 0.12, | |
| "learning_rate": 1.9511082138200782e-05, | |
| "loss": 0.823, | |
| "step": 1500 | |
| }, | |
| { | |
| "epoch": 0.16, | |
| "learning_rate": 1.9348109517601044e-05, | |
| "loss": 0.7888, | |
| "step": 2000 | |
| }, | |
| { | |
| "epoch": 0.2, | |
| "learning_rate": 1.9185136897001307e-05, | |
| "loss": 0.7811, | |
| "step": 2500 | |
| }, | |
| { | |
| "epoch": 0.24, | |
| "learning_rate": 1.9022164276401566e-05, | |
| "loss": 0.7653, | |
| "step": 3000 | |
| }, | |
| { | |
| "epoch": 0.29, | |
| "learning_rate": 1.8859191655801828e-05, | |
| "loss": 0.7642, | |
| "step": 3500 | |
| }, | |
| { | |
| "epoch": 0.33, | |
| "learning_rate": 1.8696219035202087e-05, | |
| "loss": 0.742, | |
| "step": 4000 | |
| }, | |
| { | |
| "epoch": 0.37, | |
| "learning_rate": 1.853324641460235e-05, | |
| "loss": 0.736, | |
| "step": 4500 | |
| }, | |
| { | |
| "epoch": 0.41, | |
| "learning_rate": 1.837027379400261e-05, | |
| "loss": 0.7308, | |
| "step": 5000 | |
| }, | |
| { | |
| "epoch": 0.45, | |
| "learning_rate": 1.820730117340287e-05, | |
| "loss": 0.7217, | |
| "step": 5500 | |
| }, | |
| { | |
| "epoch": 0.49, | |
| "learning_rate": 1.804432855280313e-05, | |
| "loss": 0.719, | |
| "step": 6000 | |
| }, | |
| { | |
| "epoch": 0.53, | |
| "learning_rate": 1.788135593220339e-05, | |
| "loss": 0.7093, | |
| "step": 6500 | |
| }, | |
| { | |
| "epoch": 0.57, | |
| "learning_rate": 1.771838331160365e-05, | |
| "loss": 0.7163, | |
| "step": 7000 | |
| }, | |
| { | |
| "epoch": 0.61, | |
| "learning_rate": 1.7555410691003914e-05, | |
| "loss": 0.7002, | |
| "step": 7500 | |
| }, | |
| { | |
| "epoch": 0.65, | |
| "learning_rate": 1.7392438070404173e-05, | |
| "loss": 0.6888, | |
| "step": 8000 | |
| }, | |
| { | |
| "epoch": 0.69, | |
| "learning_rate": 1.7229465449804435e-05, | |
| "loss": 0.6945, | |
| "step": 8500 | |
| }, | |
| { | |
| "epoch": 0.73, | |
| "learning_rate": 1.7066492829204694e-05, | |
| "loss": 0.6907, | |
| "step": 9000 | |
| }, | |
| { | |
| "epoch": 0.77, | |
| "learning_rate": 1.6903520208604957e-05, | |
| "loss": 0.6858, | |
| "step": 9500 | |
| }, | |
| { | |
| "epoch": 0.81, | |
| "learning_rate": 1.6740547588005215e-05, | |
| "loss": 0.6811, | |
| "step": 10000 | |
| }, | |
| { | |
| "epoch": 0.86, | |
| "learning_rate": 1.6577574967405478e-05, | |
| "loss": 0.678, | |
| "step": 10500 | |
| }, | |
| { | |
| "epoch": 0.9, | |
| "learning_rate": 1.6414602346805737e-05, | |
| "loss": 0.6778, | |
| "step": 11000 | |
| }, | |
| { | |
| "epoch": 0.94, | |
| "learning_rate": 1.6251629726206e-05, | |
| "loss": 0.6686, | |
| "step": 11500 | |
| }, | |
| { | |
| "epoch": 0.98, | |
| "learning_rate": 1.608865710560626e-05, | |
| "loss": 0.6705, | |
| "step": 12000 | |
| }, | |
| { | |
| "epoch": 1.0, | |
| "eval_accuracy": 0.7152610441767068, | |
| "eval_loss": 0.6905383467674255, | |
| "eval_runtime": 5.4763, | |
| "eval_samples_per_second": 454.685, | |
| "eval_steps_per_second": 56.973, | |
| "step": 12272 | |
| }, | |
| { | |
| "epoch": 1.02, | |
| "learning_rate": 1.592568448500652e-05, | |
| "loss": 0.6373, | |
| "step": 12500 | |
| }, | |
| { | |
| "epoch": 1.06, | |
| "learning_rate": 1.576271186440678e-05, | |
| "loss": 0.6081, | |
| "step": 13000 | |
| }, | |
| { | |
| "epoch": 1.1, | |
| "learning_rate": 1.5599739243807042e-05, | |
| "loss": 0.613, | |
| "step": 13500 | |
| }, | |
| { | |
| "epoch": 1.14, | |
| "learning_rate": 1.54367666232073e-05, | |
| "loss": 0.6035, | |
| "step": 14000 | |
| }, | |
| { | |
| "epoch": 1.18, | |
| "learning_rate": 1.5273794002607563e-05, | |
| "loss": 0.6084, | |
| "step": 14500 | |
| }, | |
| { | |
| "epoch": 1.22, | |
| "learning_rate": 1.5110821382007822e-05, | |
| "loss": 0.6029, | |
| "step": 15000 | |
| }, | |
| { | |
| "epoch": 1.26, | |
| "learning_rate": 1.4947848761408083e-05, | |
| "loss": 0.5968, | |
| "step": 15500 | |
| }, | |
| { | |
| "epoch": 1.3, | |
| "learning_rate": 1.4784876140808346e-05, | |
| "loss": 0.5989, | |
| "step": 16000 | |
| }, | |
| { | |
| "epoch": 1.34, | |
| "learning_rate": 1.4621903520208606e-05, | |
| "loss": 0.6055, | |
| "step": 16500 | |
| }, | |
| { | |
| "epoch": 1.39, | |
| "learning_rate": 1.4458930899608867e-05, | |
| "loss": 0.6085, | |
| "step": 17000 | |
| }, | |
| { | |
| "epoch": 1.43, | |
| "learning_rate": 1.4295958279009128e-05, | |
| "loss": 0.5962, | |
| "step": 17500 | |
| }, | |
| { | |
| "epoch": 1.47, | |
| "learning_rate": 1.4132985658409388e-05, | |
| "loss": 0.5981, | |
| "step": 18000 | |
| }, | |
| { | |
| "epoch": 1.51, | |
| "learning_rate": 1.3970013037809649e-05, | |
| "loss": 0.6, | |
| "step": 18500 | |
| }, | |
| { | |
| "epoch": 1.55, | |
| "learning_rate": 1.380704041720991e-05, | |
| "loss": 0.5946, | |
| "step": 19000 | |
| }, | |
| { | |
| "epoch": 1.59, | |
| "learning_rate": 1.364406779661017e-05, | |
| "loss": 0.6098, | |
| "step": 19500 | |
| }, | |
| { | |
| "epoch": 1.63, | |
| "learning_rate": 1.3481095176010431e-05, | |
| "loss": 0.5981, | |
| "step": 20000 | |
| }, | |
| { | |
| "epoch": 1.67, | |
| "learning_rate": 1.3318122555410693e-05, | |
| "loss": 0.5932, | |
| "step": 20500 | |
| }, | |
| { | |
| "epoch": 1.71, | |
| "learning_rate": 1.3155149934810954e-05, | |
| "loss": 0.6023, | |
| "step": 21000 | |
| }, | |
| { | |
| "epoch": 1.75, | |
| "learning_rate": 1.2992177314211213e-05, | |
| "loss": 0.6008, | |
| "step": 21500 | |
| }, | |
| { | |
| "epoch": 1.79, | |
| "learning_rate": 1.2829204693611474e-05, | |
| "loss": 0.5897, | |
| "step": 22000 | |
| }, | |
| { | |
| "epoch": 1.83, | |
| "learning_rate": 1.2666232073011735e-05, | |
| "loss": 0.5976, | |
| "step": 22500 | |
| }, | |
| { | |
| "epoch": 1.87, | |
| "learning_rate": 1.2503259452411995e-05, | |
| "loss": 0.5983, | |
| "step": 23000 | |
| }, | |
| { | |
| "epoch": 1.91, | |
| "learning_rate": 1.2340286831812256e-05, | |
| "loss": 0.5882, | |
| "step": 23500 | |
| }, | |
| { | |
| "epoch": 1.96, | |
| "learning_rate": 1.2177314211212517e-05, | |
| "loss": 0.5906, | |
| "step": 24000 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "learning_rate": 1.2014341590612777e-05, | |
| "loss": 0.5879, | |
| "step": 24500 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "eval_accuracy": 0.7421686746987952, | |
| "eval_loss": 0.6315130591392517, | |
| "eval_runtime": 5.2669, | |
| "eval_samples_per_second": 472.767, | |
| "eval_steps_per_second": 59.238, | |
| "step": 24544 | |
| }, | |
| { | |
| "epoch": 2.04, | |
| "learning_rate": 1.185136897001304e-05, | |
| "loss": 0.5219, | |
| "step": 25000 | |
| }, | |
| { | |
| "epoch": 2.08, | |
| "learning_rate": 1.16883963494133e-05, | |
| "loss": 0.5187, | |
| "step": 25500 | |
| }, | |
| { | |
| "epoch": 2.12, | |
| "learning_rate": 1.1525423728813561e-05, | |
| "loss": 0.514, | |
| "step": 26000 | |
| }, | |
| { | |
| "epoch": 2.16, | |
| "learning_rate": 1.1362451108213822e-05, | |
| "loss": 0.5117, | |
| "step": 26500 | |
| }, | |
| { | |
| "epoch": 2.2, | |
| "learning_rate": 1.1199478487614082e-05, | |
| "loss": 0.5071, | |
| "step": 27000 | |
| }, | |
| { | |
| "epoch": 2.24, | |
| "learning_rate": 1.1036505867014341e-05, | |
| "loss": 0.5103, | |
| "step": 27500 | |
| }, | |
| { | |
| "epoch": 2.28, | |
| "learning_rate": 1.0873533246414602e-05, | |
| "loss": 0.5213, | |
| "step": 28000 | |
| }, | |
| { | |
| "epoch": 2.32, | |
| "learning_rate": 1.0710560625814863e-05, | |
| "loss": 0.5103, | |
| "step": 28500 | |
| }, | |
| { | |
| "epoch": 2.36, | |
| "learning_rate": 1.0547588005215125e-05, | |
| "loss": 0.515, | |
| "step": 29000 | |
| }, | |
| { | |
| "epoch": 2.4, | |
| "learning_rate": 1.0384615384615386e-05, | |
| "loss": 0.5193, | |
| "step": 29500 | |
| }, | |
| { | |
| "epoch": 2.44, | |
| "learning_rate": 1.0221642764015647e-05, | |
| "loss": 0.5122, | |
| "step": 30000 | |
| }, | |
| { | |
| "epoch": 2.49, | |
| "learning_rate": 1.0058670143415907e-05, | |
| "loss": 0.5242, | |
| "step": 30500 | |
| }, | |
| { | |
| "epoch": 2.53, | |
| "learning_rate": 9.895697522816168e-06, | |
| "loss": 0.5206, | |
| "step": 31000 | |
| }, | |
| { | |
| "epoch": 2.57, | |
| "learning_rate": 9.732724902216429e-06, | |
| "loss": 0.5124, | |
| "step": 31500 | |
| }, | |
| { | |
| "epoch": 2.61, | |
| "learning_rate": 9.56975228161669e-06, | |
| "loss": 0.5148, | |
| "step": 32000 | |
| }, | |
| { | |
| "epoch": 2.65, | |
| "learning_rate": 9.40677966101695e-06, | |
| "loss": 0.5075, | |
| "step": 32500 | |
| }, | |
| { | |
| "epoch": 2.69, | |
| "learning_rate": 9.24380704041721e-06, | |
| "loss": 0.5186, | |
| "step": 33000 | |
| }, | |
| { | |
| "epoch": 2.73, | |
| "learning_rate": 9.080834419817471e-06, | |
| "loss": 0.5006, | |
| "step": 33500 | |
| }, | |
| { | |
| "epoch": 2.77, | |
| "learning_rate": 8.917861799217732e-06, | |
| "loss": 0.5253, | |
| "step": 34000 | |
| }, | |
| { | |
| "epoch": 2.81, | |
| "learning_rate": 8.754889178617993e-06, | |
| "loss": 0.5165, | |
| "step": 34500 | |
| }, | |
| { | |
| "epoch": 2.85, | |
| "learning_rate": 8.591916558018254e-06, | |
| "loss": 0.5085, | |
| "step": 35000 | |
| }, | |
| { | |
| "epoch": 2.89, | |
| "learning_rate": 8.428943937418514e-06, | |
| "loss": 0.5157, | |
| "step": 35500 | |
| }, | |
| { | |
| "epoch": 2.93, | |
| "learning_rate": 8.265971316818775e-06, | |
| "loss": 0.5241, | |
| "step": 36000 | |
| }, | |
| { | |
| "epoch": 2.97, | |
| "learning_rate": 8.102998696219036e-06, | |
| "loss": 0.5072, | |
| "step": 36500 | |
| }, | |
| { | |
| "epoch": 3.0, | |
| "eval_accuracy": 0.7409638554216867, | |
| "eval_loss": 0.6780929565429688, | |
| "eval_runtime": 5.9747, | |
| "eval_samples_per_second": 416.756, | |
| "eval_steps_per_second": 52.22, | |
| "step": 36816 | |
| }, | |
| { | |
| "epoch": 3.01, | |
| "learning_rate": 7.940026075619296e-06, | |
| "loss": 0.4821, | |
| "step": 37000 | |
| }, | |
| { | |
| "epoch": 3.06, | |
| "learning_rate": 7.777053455019557e-06, | |
| "loss": 0.4348, | |
| "step": 37500 | |
| }, | |
| { | |
| "epoch": 3.1, | |
| "learning_rate": 7.614080834419818e-06, | |
| "loss": 0.4383, | |
| "step": 38000 | |
| }, | |
| { | |
| "epoch": 3.14, | |
| "learning_rate": 7.451108213820078e-06, | |
| "loss": 0.4461, | |
| "step": 38500 | |
| }, | |
| { | |
| "epoch": 3.18, | |
| "learning_rate": 7.288135593220339e-06, | |
| "loss": 0.4436, | |
| "step": 39000 | |
| }, | |
| { | |
| "epoch": 3.22, | |
| "learning_rate": 7.125162972620601e-06, | |
| "loss": 0.4336, | |
| "step": 39500 | |
| }, | |
| { | |
| "epoch": 3.26, | |
| "learning_rate": 6.962190352020861e-06, | |
| "loss": 0.4496, | |
| "step": 40000 | |
| }, | |
| { | |
| "epoch": 3.3, | |
| "learning_rate": 6.799217731421122e-06, | |
| "loss": 0.4466, | |
| "step": 40500 | |
| }, | |
| { | |
| "epoch": 3.34, | |
| "learning_rate": 6.636245110821382e-06, | |
| "loss": 0.4468, | |
| "step": 41000 | |
| }, | |
| { | |
| "epoch": 3.38, | |
| "learning_rate": 6.473272490221643e-06, | |
| "loss": 0.4515, | |
| "step": 41500 | |
| }, | |
| { | |
| "epoch": 3.42, | |
| "learning_rate": 6.310299869621904e-06, | |
| "loss": 0.4377, | |
| "step": 42000 | |
| }, | |
| { | |
| "epoch": 3.46, | |
| "learning_rate": 6.147327249022165e-06, | |
| "loss": 0.4487, | |
| "step": 42500 | |
| }, | |
| { | |
| "epoch": 3.5, | |
| "learning_rate": 5.9843546284224255e-06, | |
| "loss": 0.4456, | |
| "step": 43000 | |
| }, | |
| { | |
| "epoch": 3.54, | |
| "learning_rate": 5.821382007822687e-06, | |
| "loss": 0.4444, | |
| "step": 43500 | |
| }, | |
| { | |
| "epoch": 3.59, | |
| "learning_rate": 5.658409387222948e-06, | |
| "loss": 0.4431, | |
| "step": 44000 | |
| }, | |
| { | |
| "epoch": 3.63, | |
| "learning_rate": 5.4954367666232076e-06, | |
| "loss": 0.4561, | |
| "step": 44500 | |
| }, | |
| { | |
| "epoch": 3.67, | |
| "learning_rate": 5.332464146023468e-06, | |
| "loss": 0.4441, | |
| "step": 45000 | |
| }, | |
| { | |
| "epoch": 3.71, | |
| "learning_rate": 5.169491525423729e-06, | |
| "loss": 0.4472, | |
| "step": 45500 | |
| }, | |
| { | |
| "epoch": 3.75, | |
| "learning_rate": 5.0065189048239905e-06, | |
| "loss": 0.4328, | |
| "step": 46000 | |
| }, | |
| { | |
| "epoch": 3.79, | |
| "learning_rate": 4.843546284224251e-06, | |
| "loss": 0.4353, | |
| "step": 46500 | |
| }, | |
| { | |
| "epoch": 3.83, | |
| "learning_rate": 4.680573663624511e-06, | |
| "loss": 0.4571, | |
| "step": 47000 | |
| }, | |
| { | |
| "epoch": 3.87, | |
| "learning_rate": 4.5176010430247726e-06, | |
| "loss": 0.4311, | |
| "step": 47500 | |
| }, | |
| { | |
| "epoch": 3.91, | |
| "learning_rate": 4.354628422425033e-06, | |
| "loss": 0.4364, | |
| "step": 48000 | |
| }, | |
| { | |
| "epoch": 3.95, | |
| "learning_rate": 4.191655801825294e-06, | |
| "loss": 0.4363, | |
| "step": 48500 | |
| }, | |
| { | |
| "epoch": 3.99, | |
| "learning_rate": 4.028683181225555e-06, | |
| "loss": 0.4331, | |
| "step": 49000 | |
| }, | |
| { | |
| "epoch": 4.0, | |
| "eval_accuracy": 0.7437751004016064, | |
| "eval_loss": 0.716753363609314, | |
| "eval_runtime": 5.7541, | |
| "eval_samples_per_second": 432.737, | |
| "eval_steps_per_second": 54.222, | |
| "step": 49088 | |
| }, | |
| { | |
| "epoch": 4.03, | |
| "learning_rate": 3.865710560625815e-06, | |
| "loss": 0.3925, | |
| "step": 49500 | |
| }, | |
| { | |
| "epoch": 4.07, | |
| "learning_rate": 3.702737940026076e-06, | |
| "loss": 0.3896, | |
| "step": 50000 | |
| }, | |
| { | |
| "epoch": 4.12, | |
| "learning_rate": 3.5397653194263363e-06, | |
| "loss": 0.3936, | |
| "step": 50500 | |
| }, | |
| { | |
| "epoch": 4.16, | |
| "learning_rate": 3.3767926988265974e-06, | |
| "loss": 0.3882, | |
| "step": 51000 | |
| }, | |
| { | |
| "epoch": 4.2, | |
| "learning_rate": 3.213820078226858e-06, | |
| "loss": 0.38, | |
| "step": 51500 | |
| }, | |
| { | |
| "epoch": 4.24, | |
| "learning_rate": 3.0508474576271192e-06, | |
| "loss": 0.3725, | |
| "step": 52000 | |
| }, | |
| { | |
| "epoch": 4.28, | |
| "learning_rate": 2.8878748370273795e-06, | |
| "loss": 0.3944, | |
| "step": 52500 | |
| }, | |
| { | |
| "epoch": 4.32, | |
| "learning_rate": 2.7249022164276406e-06, | |
| "loss": 0.3769, | |
| "step": 53000 | |
| }, | |
| { | |
| "epoch": 4.36, | |
| "learning_rate": 2.5619295958279013e-06, | |
| "loss": 0.3729, | |
| "step": 53500 | |
| }, | |
| { | |
| "epoch": 4.4, | |
| "learning_rate": 2.398956975228162e-06, | |
| "loss": 0.3885, | |
| "step": 54000 | |
| }, | |
| { | |
| "epoch": 4.44, | |
| "learning_rate": 2.2359843546284227e-06, | |
| "loss": 0.3964, | |
| "step": 54500 | |
| }, | |
| { | |
| "epoch": 4.48, | |
| "learning_rate": 2.0730117340286834e-06, | |
| "loss": 0.3946, | |
| "step": 55000 | |
| }, | |
| { | |
| "epoch": 4.52, | |
| "learning_rate": 1.910039113428944e-06, | |
| "loss": 0.3922, | |
| "step": 55500 | |
| }, | |
| { | |
| "epoch": 4.56, | |
| "learning_rate": 1.7470664928292048e-06, | |
| "loss": 0.3811, | |
| "step": 56000 | |
| }, | |
| { | |
| "epoch": 4.6, | |
| "learning_rate": 1.5840938722294655e-06, | |
| "loss": 0.3892, | |
| "step": 56500 | |
| }, | |
| { | |
| "epoch": 4.64, | |
| "learning_rate": 1.4211212516297262e-06, | |
| "loss": 0.388, | |
| "step": 57000 | |
| }, | |
| { | |
| "epoch": 4.69, | |
| "learning_rate": 1.258148631029987e-06, | |
| "loss": 0.3793, | |
| "step": 57500 | |
| }, | |
| { | |
| "epoch": 4.73, | |
| "learning_rate": 1.0951760104302478e-06, | |
| "loss": 0.3826, | |
| "step": 58000 | |
| }, | |
| { | |
| "epoch": 4.77, | |
| "learning_rate": 9.322033898305086e-07, | |
| "loss": 0.3843, | |
| "step": 58500 | |
| }, | |
| { | |
| "epoch": 4.81, | |
| "learning_rate": 7.692307692307694e-07, | |
| "loss": 0.3711, | |
| "step": 59000 | |
| }, | |
| { | |
| "epoch": 4.85, | |
| "learning_rate": 6.0625814863103e-07, | |
| "loss": 0.3954, | |
| "step": 59500 | |
| }, | |
| { | |
| "epoch": 4.89, | |
| "learning_rate": 4.432855280312908e-07, | |
| "loss": 0.3805, | |
| "step": 60000 | |
| }, | |
| { | |
| "epoch": 4.93, | |
| "learning_rate": 2.803129074315515e-07, | |
| "loss": 0.3904, | |
| "step": 60500 | |
| }, | |
| { | |
| "epoch": 4.97, | |
| "learning_rate": 1.1734028683181226e-07, | |
| "loss": 0.3885, | |
| "step": 61000 | |
| }, | |
| { | |
| "epoch": 5.0, | |
| "eval_accuracy": 0.7373493975903614, | |
| "eval_loss": 0.7633547782897949, | |
| "eval_runtime": 5.7535, | |
| "eval_samples_per_second": 432.782, | |
| "eval_steps_per_second": 54.228, | |
| "step": 61360 | |
| }, | |
| { | |
| "epoch": 5.0, | |
| "step": 61360, | |
| "total_flos": 1.2915645671077632e+17, | |
| "train_loss": 0.5355199811356008, | |
| "train_runtime": 12222.1805, | |
| "train_samples_per_second": 160.651, | |
| "train_steps_per_second": 5.02 | |
| } | |
| ], | |
| "max_steps": 61360, | |
| "num_train_epochs": 5, | |
| "total_flos": 1.2915645671077632e+17, | |
| "trial_name": null, | |
| "trial_params": null | |
| } | |