{ "best_global_step": 1000, "best_metric": 9.673482963989954e-06, "best_model_checkpoint": "./medical-qa-t5-lora/checkpoint-1000", "epoch": 333.4, "eval_steps": 50, "global_step": 1000, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 16.8, "grad_norm": 1.3040547370910645, "learning_rate": 4.8e-05, "loss": 2.3794, "step": 50 }, { "epoch": 16.8, "eval_loss": 1.9908905029296875, "eval_runtime": 0.5391, "eval_samples_per_second": 37.101, "eval_steps_per_second": 3.71, "step": 50 }, { "epoch": 33.4, "grad_norm": 0.6484032273292542, "learning_rate": 9.800000000000001e-05, "loss": 1.2119, "step": 100 }, { "epoch": 33.4, "eval_loss": 0.44726213812828064, "eval_runtime": 0.5249, "eval_samples_per_second": 38.1, "eval_steps_per_second": 3.81, "step": 100 }, { "epoch": 50.0, "grad_norm": 0.19109225273132324, "learning_rate": 0.000148, "loss": 0.2431, "step": 150 }, { "epoch": 50.0, "eval_loss": 0.00484898965805769, "eval_runtime": 0.5384, "eval_samples_per_second": 37.145, "eval_steps_per_second": 3.714, "step": 150 }, { "epoch": 66.8, "grad_norm": 0.2626807987689972, "learning_rate": 0.00019800000000000002, "loss": 0.0343, "step": 200 }, { "epoch": 66.8, "eval_loss": 0.0008122542640194297, "eval_runtime": 0.5393, "eval_samples_per_second": 37.082, "eval_steps_per_second": 3.708, "step": 200 }, { "epoch": 83.4, "grad_norm": 0.12434151768684387, "learning_rate": 0.000248, "loss": 0.0118, "step": 250 }, { "epoch": 83.4, "eval_loss": 0.00033435432123951614, "eval_runtime": 0.5325, "eval_samples_per_second": 37.562, "eval_steps_per_second": 3.756, "step": 250 }, { "epoch": 100.0, "grad_norm": 0.09751362353563309, "learning_rate": 0.000298, "loss": 0.0068, "step": 300 }, { "epoch": 100.0, "eval_loss": 0.00017693254631012678, "eval_runtime": 0.5227, "eval_samples_per_second": 38.26, "eval_steps_per_second": 3.826, "step": 300 }, { "epoch": 116.8, "grad_norm": 0.046444371342659, "learning_rate": 0.000348, "loss": 0.0042, "step": 350 }, { "epoch": 116.8, "eval_loss": 0.000103985563328024, "eval_runtime": 0.5278, "eval_samples_per_second": 37.893, "eval_steps_per_second": 3.789, "step": 350 }, { "epoch": 133.4, "grad_norm": 0.07410682737827301, "learning_rate": 0.000398, "loss": 0.0028, "step": 400 }, { "epoch": 133.4, "eval_loss": 6.64430481265299e-05, "eval_runtime": 0.5314, "eval_samples_per_second": 37.637, "eval_steps_per_second": 3.764, "step": 400 }, { "epoch": 150.0, "grad_norm": 0.010288752615451813, "learning_rate": 0.000448, "loss": 0.002, "step": 450 }, { "epoch": 150.0, "eval_loss": 4.376208016765304e-05, "eval_runtime": 0.5212, "eval_samples_per_second": 38.37, "eval_steps_per_second": 3.837, "step": 450 }, { "epoch": 166.8, "grad_norm": 0.012730836868286133, "learning_rate": 0.000498, "loss": 0.0015, "step": 500 }, { "epoch": 166.8, "eval_loss": 3.529857349349186e-05, "eval_runtime": 0.5303, "eval_samples_per_second": 37.714, "eval_steps_per_second": 3.771, "step": 500 }, { "epoch": 183.4, "grad_norm": 0.016046803444623947, "learning_rate": 0.00045200000000000004, "loss": 0.0012, "step": 550 }, { "epoch": 183.4, "eval_loss": 2.306454371137079e-05, "eval_runtime": 0.548, "eval_samples_per_second": 36.494, "eval_steps_per_second": 3.649, "step": 550 }, { "epoch": 200.0, "grad_norm": 0.007060339208692312, "learning_rate": 0.000402, "loss": 0.0017, "step": 600 }, { "epoch": 200.0, "eval_loss": 2.7466521714814007e-05, "eval_runtime": 0.5403, "eval_samples_per_second": 37.017, "eval_steps_per_second": 3.702, "step": 600 }, { "epoch": 216.8, "grad_norm": 0.008236071094870567, "learning_rate": 0.000352, "loss": 0.0012, "step": 650 }, { "epoch": 216.8, "eval_loss": 2.4082381059997715e-05, "eval_runtime": 0.5485, "eval_samples_per_second": 36.462, "eval_steps_per_second": 3.646, "step": 650 }, { "epoch": 233.4, "grad_norm": 0.011439572088420391, "learning_rate": 0.000302, "loss": 0.0008, "step": 700 }, { "epoch": 233.4, "eval_loss": 1.633342617424205e-05, "eval_runtime": 0.5505, "eval_samples_per_second": 36.328, "eval_steps_per_second": 3.633, "step": 700 }, { "epoch": 250.0, "grad_norm": 0.0028414344415068626, "learning_rate": 0.000252, "loss": 0.0006, "step": 750 }, { "epoch": 250.0, "eval_loss": 1.5031941074994393e-05, "eval_runtime": 0.5392, "eval_samples_per_second": 37.091, "eval_steps_per_second": 3.709, "step": 750 }, { "epoch": 266.8, "grad_norm": 0.008099627681076527, "learning_rate": 0.000202, "loss": 0.0006, "step": 800 }, { "epoch": 266.8, "eval_loss": 1.2507860446930863e-05, "eval_runtime": 0.5524, "eval_samples_per_second": 36.206, "eval_steps_per_second": 3.621, "step": 800 }, { "epoch": 283.4, "grad_norm": 0.002751375548541546, "learning_rate": 0.000152, "loss": 0.0004, "step": 850 }, { "epoch": 283.4, "eval_loss": 1.0678697435650975e-05, "eval_runtime": 0.5562, "eval_samples_per_second": 35.957, "eval_steps_per_second": 3.596, "step": 850 }, { "epoch": 300.0, "grad_norm": 0.002928754547610879, "learning_rate": 0.000102, "loss": 0.0004, "step": 900 }, { "epoch": 300.0, "eval_loss": 1.017556496663019e-05, "eval_runtime": 0.5705, "eval_samples_per_second": 35.059, "eval_steps_per_second": 3.506, "step": 900 }, { "epoch": 316.8, "grad_norm": 0.010121754370629787, "learning_rate": 5.2e-05, "loss": 0.0004, "step": 950 }, { "epoch": 316.8, "eval_loss": 9.748164302436635e-06, "eval_runtime": 0.5949, "eval_samples_per_second": 33.621, "eval_steps_per_second": 3.362, "step": 950 }, { "epoch": 333.4, "grad_norm": 0.003771366784349084, "learning_rate": 2e-06, "loss": 0.0004, "step": 1000 }, { "epoch": 333.4, "eval_loss": 9.673482963989954e-06, "eval_runtime": 0.5717, "eval_samples_per_second": 34.981, "eval_steps_per_second": 3.498, "step": 1000 }, { "epoch": 333.4, "step": 1000, "total_flos": 520403538935808.0, "train_loss": 0.1952769088242203, "train_runtime": 949.4346, "train_samples_per_second": 42.13, "train_steps_per_second": 1.053 } ], "logging_steps": 50, "max_steps": 1000, "num_input_tokens_seen": 0, "num_train_epochs": 500, "save_steps": 100, "stateful_callbacks": { "EarlyStoppingCallback": { "args": { "early_stopping_patience": 3, "early_stopping_threshold": 0.0 }, "attributes": { "early_stopping_patience_counter": 0 } }, "TrainerControl": { "args": { "should_epoch_stop": false, "should_evaluate": false, "should_log": false, "should_save": true, "should_training_stop": true }, "attributes": {} } }, "total_flos": 520403538935808.0, "train_batch_size": 8, "trial_name": null, "trial_params": null }