| { | |
| "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 | |
| } | |
| } | |