{ "best_metric": 0.8981744694017328, "best_model_checkpoint": "en_output/run-1/checkpoint-4015", "epoch": 5.0, "eval_steps": 500, "global_step": 4015, "is_hyper_param_search": true, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.12, "grad_norm": 9.016681671142578, "learning_rate": 3.137975621127507e-05, "loss": 1.3969, "step": 100 }, { "epoch": 0.25, "grad_norm": 11.532567024230957, "learning_rate": 3.057822987126805e-05, "loss": 1.12, "step": 200 }, { "epoch": 0.37, "grad_norm": 13.854158401489258, "learning_rate": 2.977670353126102e-05, "loss": 1.0118, "step": 300 }, { "epoch": 0.5, "grad_norm": 15.174864768981934, "learning_rate": 2.8975177191253995e-05, "loss": 0.8854, "step": 400 }, { "epoch": 0.62, "grad_norm": 10.61332893371582, "learning_rate": 2.8173650851246964e-05, "loss": 0.8194, "step": 500 }, { "epoch": 0.75, "grad_norm": 8.371576309204102, "learning_rate": 2.737212451123994e-05, "loss": 0.8095, "step": 600 }, { "epoch": 0.87, "grad_norm": 7.02115535736084, "learning_rate": 2.6570598171232915e-05, "loss": 0.7585, "step": 700 }, { "epoch": 1.0, "grad_norm": 9.261237144470215, "learning_rate": 2.5769071831225887e-05, "loss": 0.6611, "step": 800 }, { "epoch": 1.0, "eval_accuracy": 0.7717528373266078, "eval_f1": 0.8197696469069372, "eval_loss": 0.631992518901825, "eval_runtime": 6.3017, "eval_samples_per_second": 503.354, "eval_steps_per_second": 15.869, "step": 803 }, { "epoch": 1.12, "grad_norm": 11.751930236816406, "learning_rate": 2.4967545491218862e-05, "loss": 0.5042, "step": 900 }, { "epoch": 1.25, "grad_norm": 9.949508666992188, "learning_rate": 2.4166019151211838e-05, "loss": 0.4727, "step": 1000 }, { "epoch": 1.37, "grad_norm": 9.066802024841309, "learning_rate": 2.336449281120481e-05, "loss": 0.4475, "step": 1100 }, { "epoch": 1.49, "grad_norm": 13.22970962524414, "learning_rate": 2.2562966471197785e-05, "loss": 0.4549, "step": 1200 }, { "epoch": 1.62, "grad_norm": 5.078187942504883, "learning_rate": 2.176144013119076e-05, "loss": 0.4522, "step": 1300 }, { "epoch": 1.74, "grad_norm": 10.427614212036133, "learning_rate": 2.0959913791183733e-05, "loss": 0.4271, "step": 1400 }, { "epoch": 1.87, "grad_norm": 4.8712615966796875, "learning_rate": 2.0158387451176705e-05, "loss": 0.4391, "step": 1500 }, { "epoch": 1.99, "grad_norm": 6.465252876281738, "learning_rate": 1.9356861111169677e-05, "loss": 0.4389, "step": 1600 }, { "epoch": 2.0, "eval_accuracy": 0.8193568726355611, "eval_f1": 0.8738583019819207, "eval_loss": 0.486948698759079, "eval_runtime": 6.3232, "eval_samples_per_second": 501.641, "eval_steps_per_second": 15.815, "step": 1606 }, { "epoch": 2.12, "grad_norm": 4.6454176902771, "learning_rate": 1.8555334771162652e-05, "loss": 0.284, "step": 1700 }, { "epoch": 2.24, "grad_norm": 8.212606430053711, "learning_rate": 1.7753808431155628e-05, "loss": 0.276, "step": 1800 }, { "epoch": 2.37, "grad_norm": 5.965590000152588, "learning_rate": 1.69522820911486e-05, "loss": 0.2434, "step": 1900 }, { "epoch": 2.49, "grad_norm": 9.97062873840332, "learning_rate": 1.6150755751141575e-05, "loss": 0.249, "step": 2000 }, { "epoch": 2.62, "grad_norm": 7.969445705413818, "learning_rate": 1.534922941113455e-05, "loss": 0.244, "step": 2100 }, { "epoch": 2.74, "grad_norm": 8.639568328857422, "learning_rate": 1.4547703071127523e-05, "loss": 0.244, "step": 2200 }, { "epoch": 2.86, "grad_norm": 9.686100006103516, "learning_rate": 1.3746176731120497e-05, "loss": 0.2373, "step": 2300 }, { "epoch": 2.99, "grad_norm": 9.704062461853027, "learning_rate": 1.294465039111347e-05, "loss": 0.2389, "step": 2400 }, { "epoch": 3.0, "eval_accuracy": 0.8199873896595208, "eval_f1": 0.8793961295450606, "eval_loss": 0.5388198494911194, "eval_runtime": 6.3147, "eval_samples_per_second": 502.323, "eval_steps_per_second": 15.836, "step": 2409 }, { "epoch": 3.11, "grad_norm": 7.037457466125488, "learning_rate": 1.2143124051106446e-05, "loss": 0.1588, "step": 2500 }, { "epoch": 3.24, "grad_norm": 6.776266574859619, "learning_rate": 1.134159771109942e-05, "loss": 0.128, "step": 2600 }, { "epoch": 3.36, "grad_norm": 6.907045841217041, "learning_rate": 1.0540071371092392e-05, "loss": 0.1408, "step": 2700 }, { "epoch": 3.49, "grad_norm": 7.6478800773620605, "learning_rate": 9.738545031085367e-06, "loss": 0.1214, "step": 2800 }, { "epoch": 3.61, "grad_norm": 13.469510078430176, "learning_rate": 8.93701869107834e-06, "loss": 0.1395, "step": 2900 }, { "epoch": 3.74, "grad_norm": 9.527716636657715, "learning_rate": 8.135492351071314e-06, "loss": 0.1342, "step": 3000 }, { "epoch": 3.86, "grad_norm": 4.901115417480469, "learning_rate": 7.333966011064288e-06, "loss": 0.1263, "step": 3100 }, { "epoch": 3.99, "grad_norm": 7.46558141708374, "learning_rate": 6.532439671057263e-06, "loss": 0.1405, "step": 3200 }, { "epoch": 4.0, "eval_accuracy": 0.8354350567465322, "eval_f1": 0.8956331776920504, "eval_loss": 0.5953832268714905, "eval_runtime": 6.2939, "eval_samples_per_second": 503.981, "eval_steps_per_second": 15.888, "step": 3212 }, { "epoch": 4.11, "grad_norm": 0.39140334725379944, "learning_rate": 5.7309133310502365e-06, "loss": 0.0853, "step": 3300 }, { "epoch": 4.23, "grad_norm": 7.5608391761779785, "learning_rate": 4.92938699104321e-06, "loss": 0.0715, "step": 3400 }, { "epoch": 4.36, "grad_norm": 15.901948928833008, "learning_rate": 4.127860651036185e-06, "loss": 0.0504, "step": 3500 }, { "epoch": 4.48, "grad_norm": 1.3447962999343872, "learning_rate": 3.326334311029158e-06, "loss": 0.0616, "step": 3600 }, { "epoch": 4.61, "grad_norm": 0.6756995916366577, "learning_rate": 2.524807971022132e-06, "loss": 0.0783, "step": 3700 }, { "epoch": 4.73, "grad_norm": 0.16733744740486145, "learning_rate": 1.723281631015106e-06, "loss": 0.0812, "step": 3800 }, { "epoch": 4.86, "grad_norm": 0.649143636226654, "learning_rate": 9.2175529100808e-07, "loss": 0.0674, "step": 3900 }, { "epoch": 4.98, "grad_norm": 0.20296114683151245, "learning_rate": 1.202289510010539e-07, "loss": 0.0685, "step": 4000 }, { "epoch": 5.0, "eval_accuracy": 0.8385876418663304, "eval_f1": 0.8981744694017328, "eval_loss": 0.7969151735305786, "eval_runtime": 6.2809, "eval_samples_per_second": 505.024, "eval_steps_per_second": 15.921, "step": 4015 } ], "logging_steps": 100, "max_steps": 4015, "num_input_tokens_seen": 0, "num_train_epochs": 5, "save_steps": 500, "total_flos": 3783455887092102.0, "train_batch_size": 32, "trial_name": null, "trial_params": { "learning_rate": 3.21812825512821e-05, "lr_scheduler_type": "linear", "num_train_epochs": 5, "per_device_train_batch_size": 32 } }