{ "best_global_step": null, "best_metric": null, "best_model_checkpoint": null, "epoch": 7.0, "eval_steps": 1000, "global_step": 17715, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.00039541320680110717, "grad_norm": 6.574801445007324, "learning_rate": 0.0, "loss": 4.3129, "step": 1 }, { "epoch": 0.39541320680110714, "grad_norm": 6.2015180587768555, "learning_rate": 9.871541501976284e-06, "loss": 3.298, "step": 1000 }, { "epoch": 0.39541320680110714, "eval_cosine_accuracy": 0.9471027255058289, "eval_loss": 0.5520303249359131, "eval_runtime": 36.3857, "eval_samples_per_second": 261.339, "eval_steps_per_second": 1.044, "step": 1000 }, { "epoch": 0.7908264136022143, "grad_norm": 8.382867813110352, "learning_rate": 1.9752964426877474e-05, "loss": 1.9673, "step": 2000 }, { "epoch": 0.7908264136022143, "eval_cosine_accuracy": 0.953938364982605, "eval_loss": 0.4995275139808655, "eval_runtime": 34.9654, "eval_samples_per_second": 271.955, "eval_steps_per_second": 1.087, "step": 2000 }, { "epoch": 1.1860924535756618, "grad_norm": 6.899052619934082, "learning_rate": 1.8930140597539545e-05, "loss": 1.5646, "step": 3000 }, { "epoch": 1.1860924535756618, "eval_cosine_accuracy": 0.9593017101287842, "eval_loss": 0.4840952455997467, "eval_runtime": 34.4403, "eval_samples_per_second": 276.101, "eval_steps_per_second": 1.103, "step": 3000 }, { "epoch": 1.581193204267088, "grad_norm": 6.6706132888793945, "learning_rate": 1.7831722319859405e-05, "loss": 1.5836, "step": 4000 }, { "epoch": 1.581193204267088, "eval_cosine_accuracy": 0.962666928768158, "eval_loss": 0.4643610715866089, "eval_runtime": 34.4996, "eval_samples_per_second": 275.627, "eval_steps_per_second": 1.101, "step": 4000 }, { "epoch": 1.9762939549585146, "grad_norm": 6.573458194732666, "learning_rate": 1.6733304042179265e-05, "loss": 1.4401, "step": 5000 }, { "epoch": 1.9762939549585146, "eval_cosine_accuracy": 0.9638237357139587, "eval_loss": 0.44956663250923157, "eval_runtime": 34.8836, "eval_samples_per_second": 272.593, "eval_steps_per_second": 1.089, "step": 5000 }, { "epoch": 2.3713947056499407, "grad_norm": 5.309902191162109, "learning_rate": 1.5634885764499125e-05, "loss": 1.2966, "step": 6000 }, { "epoch": 2.3713947056499407, "eval_cosine_accuracy": 0.9671889543533325, "eval_loss": 0.4553391933441162, "eval_runtime": 34.4231, "eval_samples_per_second": 276.239, "eval_steps_per_second": 1.104, "step": 6000 }, { "epoch": 2.7664954563413673, "grad_norm": 5.066314220428467, "learning_rate": 1.4538664323374343e-05, "loss": 1.2287, "step": 7000 }, { "epoch": 2.7664954563413673, "eval_cosine_accuracy": 0.9656115174293518, "eval_loss": 0.443572074174881, "eval_runtime": 34.6972, "eval_samples_per_second": 274.057, "eval_steps_per_second": 1.095, "step": 7000 }, { "epoch": 3.1615962070327934, "grad_norm": 5.241501331329346, "learning_rate": 1.34402460456942e-05, "loss": 1.1559, "step": 8000 }, { "epoch": 3.1615962070327934, "eval_cosine_accuracy": 0.9663476943969727, "eval_loss": 0.44341471791267395, "eval_runtime": 34.4306, "eval_samples_per_second": 276.179, "eval_steps_per_second": 1.104, "step": 8000 }, { "epoch": 3.5566969577242196, "grad_norm": 4.690669059753418, "learning_rate": 1.234182776801406e-05, "loss": 1.1011, "step": 9000 }, { "epoch": 3.5566969577242196, "eval_cosine_accuracy": 0.9673992991447449, "eval_loss": 0.4327247738838196, "eval_runtime": 34.3296, "eval_samples_per_second": 276.991, "eval_steps_per_second": 1.107, "step": 9000 }, { "epoch": 3.951797708415646, "grad_norm": 8.417939186096191, "learning_rate": 1.124340949033392e-05, "loss": 1.0585, "step": 10000 }, { "epoch": 3.951797708415646, "eval_cosine_accuracy": 0.9675044417381287, "eval_loss": 0.43402087688446045, "eval_runtime": 34.3458, "eval_samples_per_second": 276.86, "eval_steps_per_second": 1.106, "step": 10000 }, { "epoch": 4.346898459107072, "grad_norm": 5.533106327056885, "learning_rate": 1.014608963093146e-05, "loss": 1.0006, "step": 11000 }, { "epoch": 4.346898459107072, "eval_cosine_accuracy": 0.9684509634971619, "eval_loss": 0.42998796701431274, "eval_runtime": 35.621, "eval_samples_per_second": 266.95, "eval_steps_per_second": 1.067, "step": 11000 }, { "epoch": 4.741999209798498, "grad_norm": 5.348298072814941, "learning_rate": 9.047671353251318e-06, "loss": 0.9839, "step": 12000 }, { "epoch": 4.741999209798498, "eval_cosine_accuracy": 0.9686612486839294, "eval_loss": 0.42643481492996216, "eval_runtime": 34.294, "eval_samples_per_second": 277.279, "eval_steps_per_second": 1.108, "step": 12000 }, { "epoch": 5.137099960489925, "grad_norm": 5.4071149826049805, "learning_rate": 7.950351493848859e-06, "loss": 0.9693, "step": 13000 }, { "epoch": 5.137099960489925, "eval_cosine_accuracy": 0.9684509634971619, "eval_loss": 0.4284929931163788, "eval_runtime": 34.4423, "eval_samples_per_second": 276.085, "eval_steps_per_second": 1.103, "step": 13000 }, { "epoch": 5.532200711181352, "grad_norm": 7.151297092437744, "learning_rate": 6.853031634446398e-06, "loss": 0.9279, "step": 14000 }, { "epoch": 5.532200711181352, "eval_cosine_accuracy": 0.9680302739143372, "eval_loss": 0.43396368622779846, "eval_runtime": 34.0774, "eval_samples_per_second": 279.041, "eval_steps_per_second": 1.115, "step": 14000 }, { "epoch": 5.927301461872777, "grad_norm": 4.7381510734558105, "learning_rate": 5.755711775043937e-06, "loss": 0.9175, "step": 15000 }, { "epoch": 5.927301461872777, "eval_cosine_accuracy": 0.9693974256515503, "eval_loss": 0.42655229568481445, "eval_runtime": 34.3744, "eval_samples_per_second": 276.63, "eval_steps_per_second": 1.105, "step": 15000 }, { "epoch": 6.322402212564204, "grad_norm": 6.581507205963135, "learning_rate": 4.657293497363797e-06, "loss": 0.8994, "step": 16000 }, { "epoch": 6.322402212564204, "eval_cosine_accuracy": 0.9680302739143372, "eval_loss": 0.4257819354534149, "eval_runtime": 35.0136, "eval_samples_per_second": 271.58, "eval_steps_per_second": 1.085, "step": 16000 }, { "epoch": 6.7175029632556305, "grad_norm": 4.414986610412598, "learning_rate": 3.558875219683656e-06, "loss": 0.8934, "step": 17000 }, { "epoch": 6.7175029632556305, "eval_cosine_accuracy": 0.9684509634971619, "eval_loss": 0.4267849922180176, "eval_runtime": 34.3541, "eval_samples_per_second": 276.794, "eval_steps_per_second": 1.106, "step": 17000 } ], "logging_steps": 1000, "max_steps": 20232, "num_input_tokens_seen": 0, "num_train_epochs": 8, "save_steps": 500, "stateful_callbacks": { "TrainerControl": { "args": { "should_epoch_stop": false, "should_evaluate": false, "should_log": false, "should_save": true, "should_training_stop": false }, "attributes": {} } }, "total_flos": 0.0, "train_batch_size": 256, "trial_name": null, "trial_params": null }