{ "best_metric": 0.969468891620636, "best_model_checkpoint": "chessgpt2-medium-m/checkpoint-20000", "epoch": 2.559508574353724, "eval_steps": 1000, "global_step": 20000, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.1279754287176862, "grad_norm": 1.6428743600845337, "learning_rate": 4.9959725443266765e-05, "loss": 2.4607, "step": 1000 }, { "epoch": 0.1279754287176862, "eval_loss": 1.8105345964431763, "eval_runtime": 376.5583, "eval_samples_per_second": 73.781, "eval_steps_per_second": 9.223, "step": 1000 }, { "epoch": 0.2559508574353724, "grad_norm": 1.0423442125320435, "learning_rate": 4.952992634500169e-05, "loss": 1.6726, "step": 2000 }, { "epoch": 0.2559508574353724, "eval_loss": 1.4938699007034302, "eval_runtime": 376.7393, "eval_samples_per_second": 73.746, "eval_steps_per_second": 9.219, "step": 2000 }, { "epoch": 0.3839262861530586, "grad_norm": 1.234433889389038, "learning_rate": 4.863737385256343e-05, "loss": 1.4686, "step": 3000 }, { "epoch": 0.3839262861530586, "eval_loss": 1.3617429733276367, "eval_runtime": 379.1693, "eval_samples_per_second": 73.273, "eval_steps_per_second": 9.159, "step": 3000 }, { "epoch": 0.5119017148707448, "grad_norm": 1.1198837757110596, "learning_rate": 4.729890583531792e-05, "loss": 1.3601, "step": 4000 }, { "epoch": 0.5119017148707448, "eval_loss": 1.2697532176971436, "eval_runtime": 376.7562, "eval_samples_per_second": 73.743, "eval_steps_per_second": 9.218, "step": 4000 }, { "epoch": 0.6398771435884311, "grad_norm": 0.9552892446517944, "learning_rate": 4.5539772292358576e-05, "loss": 1.2875, "step": 5000 }, { "epoch": 0.6398771435884311, "eval_loss": 1.2163749933242798, "eval_runtime": 378.6404, "eval_samples_per_second": 73.376, "eval_steps_per_second": 9.172, "step": 5000 }, { "epoch": 0.7678525723061173, "grad_norm": 1.001042127609253, "learning_rate": 4.3393159015047314e-05, "loss": 1.2366, "step": 6000 }, { "epoch": 0.7678525723061173, "eval_loss": 1.1716755628585815, "eval_runtime": 376.0934, "eval_samples_per_second": 73.873, "eval_steps_per_second": 9.234, "step": 6000 }, { "epoch": 0.8958280010238034, "grad_norm": 1.0304712057113647, "learning_rate": 4.089956154202057e-05, "loss": 1.1992, "step": 7000 }, { "epoch": 0.8958280010238034, "eval_loss": 1.1404258012771606, "eval_runtime": 377.955, "eval_samples_per_second": 73.509, "eval_steps_per_second": 9.189, "step": 7000 }, { "epoch": 1.0238034297414895, "grad_norm": 0.7832671403884888, "learning_rate": 3.810602121690553e-05, "loss": 1.1646, "step": 8000 }, { "epoch": 1.0238034297414895, "eval_loss": 1.1096745729446411, "eval_runtime": 377.602, "eval_samples_per_second": 73.577, "eval_steps_per_second": 9.198, "step": 8000 }, { "epoch": 1.151778858459176, "grad_norm": 0.7852849364280701, "learning_rate": 3.5065237760403566e-05, "loss": 1.126, "step": 9000 }, { "epoch": 1.151778858459176, "eval_loss": 1.0933990478515625, "eval_runtime": 378.2151, "eval_samples_per_second": 73.458, "eval_steps_per_second": 9.183, "step": 9000 }, { "epoch": 1.279754287176862, "grad_norm": 0.7889285087585449, "learning_rate": 3.183457509793587e-05, "loss": 1.1085, "step": 10000 }, { "epoch": 1.279754287176862, "eval_loss": 1.0705418586730957, "eval_runtime": 376.2258, "eval_samples_per_second": 73.847, "eval_steps_per_second": 9.231, "step": 10000 }, { "epoch": 1.4077297158945483, "grad_norm": 0.8414849638938904, "learning_rate": 2.8478382244815133e-05, "loss": 1.0875, "step": 11000 }, { "epoch": 1.4077297158945483, "eval_loss": 1.0541125535964966, "eval_runtime": 378.6403, "eval_samples_per_second": 73.376, "eval_steps_per_second": 9.172, "step": 11000 }, { "epoch": 1.5357051446122343, "grad_norm": 0.8442362546920776, "learning_rate": 2.5053264766232426e-05, "loss": 1.0733, "step": 12000 }, { "epoch": 1.5357051446122343, "eval_loss": 1.0388243198394775, "eval_runtime": 376.572, "eval_samples_per_second": 73.779, "eval_steps_per_second": 9.223, "step": 12000 }, { "epoch": 1.6636805733299207, "grad_norm": 0.9030175805091858, "learning_rate": 2.1627142455795886e-05, "loss": 1.059, "step": 13000 }, { "epoch": 1.6636805733299207, "eval_loss": 1.0245987176895142, "eval_runtime": 378.3137, "eval_samples_per_second": 73.439, "eval_steps_per_second": 9.18, "step": 13000 }, { "epoch": 1.7916560020476069, "grad_norm": 0.8050616979598999, "learning_rate": 1.8264648598812123e-05, "loss": 1.0451, "step": 14000 }, { "epoch": 1.7916560020476069, "eval_loss": 1.0108946561813354, "eval_runtime": 376.6418, "eval_samples_per_second": 73.765, "eval_steps_per_second": 9.221, "step": 14000 }, { "epoch": 1.919631430765293, "grad_norm": 0.7604677677154541, "learning_rate": 1.503551911234875e-05, "loss": 1.0327, "step": 15000 }, { "epoch": 1.919631430765293, "eval_loss": 1.0017954111099243, "eval_runtime": 378.423, "eval_samples_per_second": 73.418, "eval_steps_per_second": 9.178, "step": 15000 }, { "epoch": 2.047606859482979, "grad_norm": 0.8110759258270264, "learning_rate": 1.1987749064346765e-05, "loss": 1.0118, "step": 16000 }, { "epoch": 2.047606859482979, "eval_loss": 0.991495668888092, "eval_runtime": 377.8976, "eval_samples_per_second": 73.52, "eval_steps_per_second": 9.19, "step": 16000 }, { "epoch": 2.1755822882006655, "grad_norm": 0.8434863090515137, "learning_rate": 9.185453185391116e-06, "loss": 0.9862, "step": 17000 }, { "epoch": 2.1755822882006655, "eval_loss": 0.9861236810684204, "eval_runtime": 378.3771, "eval_samples_per_second": 73.427, "eval_steps_per_second": 9.179, "step": 17000 }, { "epoch": 2.303557716918352, "grad_norm": 0.8797647356987, "learning_rate": 6.681496368397716e-06, "loss": 0.9806, "step": 18000 }, { "epoch": 2.303557716918352, "eval_loss": 0.9783245325088501, "eval_runtime": 376.5913, "eval_samples_per_second": 73.775, "eval_steps_per_second": 9.222, "step": 18000 }, { "epoch": 2.431533145636038, "grad_norm": 0.8292227983474731, "learning_rate": 4.5231153844693594e-06, "loss": 0.9757, "step": 19000 }, { "epoch": 2.431533145636038, "eval_loss": 0.9735883474349976, "eval_runtime": 372.1389, "eval_samples_per_second": 74.658, "eval_steps_per_second": 9.333, "step": 19000 }, { "epoch": 2.559508574353724, "grad_norm": 0.8722350597381592, "learning_rate": 2.75102776826896e-06, "loss": 0.9713, "step": 20000 }, { "epoch": 2.559508574353724, "eval_loss": 0.969468891620636, "eval_runtime": 372.7114, "eval_samples_per_second": 74.543, "eval_steps_per_second": 9.318, "step": 20000 } ], "logging_steps": 1000, "max_steps": 23442, "num_input_tokens_seen": 0, "num_train_epochs": 3, "save_steps": 1000, "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": false }, "attributes": {} } }, "total_flos": 7.87023340512215e+17, "train_batch_size": 32, "trial_name": null, "trial_params": null }