{ "best_global_step": null, "best_metric": null, "best_model_checkpoint": null, "epoch": 3.0321455648218345, "eval_steps": 500, "global_step": 5000, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.12130401819560273, "grad_norm": 1.3961113691329956, "learning_rate": 7.960000000000001e-05, "loss": 2.5572, "mean_token_accuracy": 0.5595218382775784, "num_tokens": 57035.0, "step": 200 }, { "epoch": 0.24260803639120546, "grad_norm": 1.2175310850143433, "learning_rate": 9.686315789473685e-05, "loss": 1.2853, "mean_token_accuracy": 0.745141789726913, "num_tokens": 112951.0, "step": 400 }, { "epoch": 0.3639120545868082, "grad_norm": 1.0547959804534912, "learning_rate": 9.265263157894736e-05, "loss": 1.1237, "mean_token_accuracy": 0.773681266605854, "num_tokens": 169775.0, "step": 600 }, { "epoch": 0.4852160727824109, "grad_norm": 1.3259146213531494, "learning_rate": 8.844210526315791e-05, "loss": 0.9634, "mean_token_accuracy": 0.8042044347897171, "num_tokens": 226409.0, "step": 800 }, { "epoch": 0.6065200909780136, "grad_norm": 1.0659151077270508, "learning_rate": 8.423157894736843e-05, "loss": 0.8763, "mean_token_accuracy": 0.8207557284086943, "num_tokens": 283376.0, "step": 1000 }, { "epoch": 0.7278241091736164, "grad_norm": 0.9711537957191467, "learning_rate": 8.002105263157896e-05, "loss": 0.7978, "mean_token_accuracy": 0.8341990520060062, "num_tokens": 339940.0, "step": 1200 }, { "epoch": 0.849128127369219, "grad_norm": 0.7150431275367737, "learning_rate": 7.581052631578947e-05, "loss": 0.758, "mean_token_accuracy": 0.840606311634183, "num_tokens": 397189.0, "step": 1400 }, { "epoch": 0.9704321455648218, "grad_norm": 1.0585309267044067, "learning_rate": 7.16e-05, "loss": 0.6963, "mean_token_accuracy": 0.8530387983471155, "num_tokens": 453903.0, "step": 1600 }, { "epoch": 1.0915845337376802, "grad_norm": 0.7791032791137695, "learning_rate": 6.738947368421052e-05, "loss": 0.6373, "mean_token_accuracy": 0.8606961415019889, "num_tokens": 510914.0, "step": 1800 }, { "epoch": 1.2128885519332828, "grad_norm": 0.8289880752563477, "learning_rate": 6.317894736842105e-05, "loss": 0.6328, "mean_token_accuracy": 0.8607474016025662, "num_tokens": 567262.0, "step": 2000 }, { "epoch": 1.3341925701288855, "grad_norm": 0.9581061601638794, "learning_rate": 5.8968421052631585e-05, "loss": 0.5861, "mean_token_accuracy": 0.8699268980324268, "num_tokens": 622785.0, "step": 2200 }, { "epoch": 1.4554965883244884, "grad_norm": 0.7406579852104187, "learning_rate": 5.475789473684211e-05, "loss": 0.5775, "mean_token_accuracy": 0.8712259716168046, "num_tokens": 678802.0, "step": 2400 }, { "epoch": 1.576800606520091, "grad_norm": 0.9062987565994263, "learning_rate": 5.054736842105263e-05, "loss": 0.5801, "mean_token_accuracy": 0.8699949059635401, "num_tokens": 735965.0, "step": 2600 }, { "epoch": 1.6981046247156937, "grad_norm": 1.3214945793151855, "learning_rate": 4.6336842105263164e-05, "loss": 0.5514, "mean_token_accuracy": 0.875830891802907, "num_tokens": 793098.0, "step": 2800 }, { "epoch": 1.8194086429112963, "grad_norm": 0.99712735414505, "learning_rate": 4.212631578947369e-05, "loss": 0.5216, "mean_token_accuracy": 0.8817874767631292, "num_tokens": 849394.0, "step": 3000 }, { "epoch": 1.9407126611068992, "grad_norm": 0.968995213508606, "learning_rate": 3.791578947368421e-05, "loss": 0.5068, "mean_token_accuracy": 0.8846843484044075, "num_tokens": 906768.0, "step": 3200 }, { "epoch": 2.0618650492797572, "grad_norm": 0.8303135633468628, "learning_rate": 3.370526315789474e-05, "loss": 0.4856, "mean_token_accuracy": 0.8882180935748677, "num_tokens": 964437.0, "step": 3400 }, { "epoch": 2.1831690674753603, "grad_norm": 1.1362717151641846, "learning_rate": 2.9494736842105264e-05, "loss": 0.4485, "mean_token_accuracy": 0.8932469403743744, "num_tokens": 1021649.0, "step": 3600 }, { "epoch": 2.304473085670963, "grad_norm": 0.8629305362701416, "learning_rate": 2.528421052631579e-05, "loss": 0.4515, "mean_token_accuracy": 0.8930351422727107, "num_tokens": 1078206.0, "step": 3800 }, { "epoch": 2.4257771038665656, "grad_norm": 1.0377343893051147, "learning_rate": 2.1073684210526316e-05, "loss": 0.4472, "mean_token_accuracy": 0.8934314188361168, "num_tokens": 1135187.0, "step": 4000 }, { "epoch": 2.5470811220621683, "grad_norm": 1.061483383178711, "learning_rate": 1.686315789473684e-05, "loss": 0.4325, "mean_token_accuracy": 0.8970406632125377, "num_tokens": 1192547.0, "step": 4200 }, { "epoch": 2.668385140257771, "grad_norm": 0.8136045336723328, "learning_rate": 1.2652631578947368e-05, "loss": 0.4435, "mean_token_accuracy": 0.8965679884701967, "num_tokens": 1249416.0, "step": 4400 }, { "epoch": 2.7896891584533736, "grad_norm": 1.3490817546844482, "learning_rate": 8.463157894736843e-06, "loss": 0.4244, "mean_token_accuracy": 0.9009497262537479, "num_tokens": 1304893.0, "step": 4600 }, { "epoch": 2.9109931766489767, "grad_norm": 0.9819340109825134, "learning_rate": 4.252631578947369e-06, "loss": 0.4261, "mean_token_accuracy": 0.8986875934898854, "num_tokens": 1361211.0, "step": 4800 }, { "epoch": 3.0321455648218345, "grad_norm": 0.7312269806861877, "learning_rate": 4.210526315789474e-08, "loss": 0.4095, "mean_token_accuracy": 0.9022044740869047, "num_tokens": 1418483.0, "step": 5000 } ], "logging_steps": 200, "max_steps": 5000, "num_input_tokens_seen": 0, "num_train_epochs": 4, "save_steps": 500, "stateful_callbacks": { "TrainerControl": { "args": { "should_epoch_stop": false, "should_evaluate": false, "should_log": false, "should_save": true, "should_training_stop": true }, "attributes": {} } }, "total_flos": 8666093203722240.0, "train_batch_size": 1, "trial_name": null, "trial_params": null }