{ "best_metric": 0.17145082354545593, "best_model_checkpoint": "/kaggle/working/ckpts/checkpoint-3500", "epoch": 14.969696969696969, "eval_steps": 500, "global_step": 3705, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.4, "grad_norm": 2.2636642456054688, "learning_rate": 9.730094466936572e-06, "loss": 1.5236, "step": 100 }, { "epoch": 0.81, "grad_norm": 2.942427396774292, "learning_rate": 9.460188933873145e-06, "loss": 1.2036, "step": 200 }, { "epoch": 1.21, "grad_norm": 4.616508960723877, "learning_rate": 9.192982456140351e-06, "loss": 0.8129, "step": 300 }, { "epoch": 1.62, "grad_norm": 6.923274517059326, "learning_rate": 8.923076923076925e-06, "loss": 0.603, "step": 400 }, { "epoch": 2.02, "grad_norm": 14.605295181274414, "learning_rate": 8.65587044534413e-06, "loss": 0.554, "step": 500 }, { "epoch": 2.02, "eval_accuracy": 0.9151515364646912, "eval_loss": 0.29042723774909973, "eval_runtime": 22.943, "eval_samples_per_second": 21.575, "eval_steps_per_second": 5.405, "step": 500 }, { "epoch": 2.42, "grad_norm": 8.531092643737793, "learning_rate": 8.385964912280704e-06, "loss": 0.4044, "step": 600 }, { "epoch": 2.83, "grad_norm": 17.11962890625, "learning_rate": 8.118758434547908e-06, "loss": 0.3846, "step": 700 }, { "epoch": 3.23, "grad_norm": 40.550960540771484, "learning_rate": 7.848852901484481e-06, "loss": 0.3334, "step": 800 }, { "epoch": 3.64, "grad_norm": 0.589801549911499, "learning_rate": 7.578947368421054e-06, "loss": 0.2088, "step": 900 }, { "epoch": 4.04, "grad_norm": 0.7292308211326599, "learning_rate": 7.309041835357625e-06, "loss": 0.2241, "step": 1000 }, { "epoch": 4.04, "eval_accuracy": 0.931313157081604, "eval_loss": 0.2854190170764923, "eval_runtime": 23.1163, "eval_samples_per_second": 21.413, "eval_steps_per_second": 5.364, "step": 1000 }, { "epoch": 4.44, "grad_norm": 4.302298069000244, "learning_rate": 7.039136302294197e-06, "loss": 0.209, "step": 1100 }, { "epoch": 4.85, "grad_norm": 8.639167785644531, "learning_rate": 6.76923076923077e-06, "loss": 0.2459, "step": 1200 }, { "epoch": 5.25, "grad_norm": 14.07341194152832, "learning_rate": 6.502024291497976e-06, "loss": 0.2448, "step": 1300 }, { "epoch": 5.66, "grad_norm": 25.380226135253906, "learning_rate": 6.232118758434549e-06, "loss": 0.2045, "step": 1400 }, { "epoch": 6.06, "grad_norm": 20.343219757080078, "learning_rate": 5.962213225371121e-06, "loss": 0.1422, "step": 1500 }, { "epoch": 6.06, "eval_accuracy": 0.9333333373069763, "eval_loss": 0.31245771050453186, "eval_runtime": 23.007, "eval_samples_per_second": 21.515, "eval_steps_per_second": 5.39, "step": 1500 }, { "epoch": 6.46, "grad_norm": 48.67534255981445, "learning_rate": 5.692307692307692e-06, "loss": 0.1553, "step": 1600 }, { "epoch": 6.87, "grad_norm": 0.05280930921435356, "learning_rate": 5.4224021592442655e-06, "loss": 0.1939, "step": 1700 }, { "epoch": 7.27, "grad_norm": 2.396838426589966, "learning_rate": 5.152496626180837e-06, "loss": 0.1421, "step": 1800 }, { "epoch": 7.68, "grad_norm": 0.47542768716812134, "learning_rate": 4.882591093117409e-06, "loss": 0.1711, "step": 1900 }, { "epoch": 8.08, "grad_norm": 24.91346549987793, "learning_rate": 4.6126855600539814e-06, "loss": 0.1245, "step": 2000 }, { "epoch": 8.08, "eval_accuracy": 0.9636363387107849, "eval_loss": 0.18670035898685455, "eval_runtime": 23.2005, "eval_samples_per_second": 21.336, "eval_steps_per_second": 5.345, "step": 2000 }, { "epoch": 8.48, "grad_norm": 103.44571685791016, "learning_rate": 4.342780026990554e-06, "loss": 0.1178, "step": 2100 }, { "epoch": 8.89, "grad_norm": 3.599931478500366, "learning_rate": 4.072874493927126e-06, "loss": 0.1012, "step": 2200 }, { "epoch": 9.29, "grad_norm": 13.552335739135742, "learning_rate": 3.8029689608636982e-06, "loss": 0.1241, "step": 2300 }, { "epoch": 9.7, "grad_norm": 0.7136185169219971, "learning_rate": 3.53306342780027e-06, "loss": 0.1054, "step": 2400 }, { "epoch": 10.1, "grad_norm": 0.019901130348443985, "learning_rate": 3.2631578947368423e-06, "loss": 0.0912, "step": 2500 }, { "epoch": 10.1, "eval_accuracy": 0.9696969985961914, "eval_loss": 0.1746375858783722, "eval_runtime": 22.9664, "eval_samples_per_second": 21.553, "eval_steps_per_second": 5.399, "step": 2500 }, { "epoch": 10.51, "grad_norm": 0.025977592915296555, "learning_rate": 2.9932523616734146e-06, "loss": 0.0672, "step": 2600 }, { "epoch": 10.91, "grad_norm": 0.022668780758976936, "learning_rate": 2.723346828609987e-06, "loss": 0.1198, "step": 2700 }, { "epoch": 11.31, "grad_norm": 18.671525955200195, "learning_rate": 2.453441295546559e-06, "loss": 0.0758, "step": 2800 }, { "epoch": 11.72, "grad_norm": 10.470223426818848, "learning_rate": 2.183535762483131e-06, "loss": 0.1329, "step": 2900 }, { "epoch": 12.12, "grad_norm": 0.030979245901107788, "learning_rate": 1.913630229419703e-06, "loss": 0.0599, "step": 3000 }, { "epoch": 12.12, "eval_accuracy": 0.9595959782600403, "eval_loss": 0.21210218966007233, "eval_runtime": 22.8997, "eval_samples_per_second": 21.616, "eval_steps_per_second": 5.415, "step": 3000 }, { "epoch": 12.53, "grad_norm": 0.3461657166481018, "learning_rate": 1.6437246963562757e-06, "loss": 0.0821, "step": 3100 }, { "epoch": 12.93, "grad_norm": 38.45835876464844, "learning_rate": 1.3738191632928477e-06, "loss": 0.0919, "step": 3200 }, { "epoch": 13.33, "grad_norm": 0.8387115001678467, "learning_rate": 1.106612685560054e-06, "loss": 0.0814, "step": 3300 }, { "epoch": 13.74, "grad_norm": 0.22132369875907898, "learning_rate": 8.367071524966262e-07, "loss": 0.0954, "step": 3400 }, { "epoch": 14.14, "grad_norm": 0.05546307936310768, "learning_rate": 5.668016194331984e-07, "loss": 0.041, "step": 3500 }, { "epoch": 14.14, "eval_accuracy": 0.973737359046936, "eval_loss": 0.17145082354545593, "eval_runtime": 23.372, "eval_samples_per_second": 21.179, "eval_steps_per_second": 5.305, "step": 3500 }, { "epoch": 14.55, "grad_norm": 17.49441146850586, "learning_rate": 2.968960863697706e-07, "loss": 0.0978, "step": 3600 }, { "epoch": 14.95, "grad_norm": 0.08890076726675034, "learning_rate": 2.6990553306342783e-08, "loss": 0.0463, "step": 3700 }, { "epoch": 14.97, "step": 3705, "total_flos": 9.492004863262944e+17, "train_loss": 0.2598070231043858, "train_runtime": 2003.5076, "train_samples_per_second": 14.817, "train_steps_per_second": 1.849 } ], "logging_steps": 100, "max_steps": 3705, "num_input_tokens_seen": 0, "num_train_epochs": 15, "save_steps": 500, "total_flos": 9.492004863262944e+17, "train_batch_size": 4, "trial_name": null, "trial_params": null }