{ "best_metric": 0.8840153813362122, "best_model_checkpoint": "data/Llama-31-8B_task-1_120-samples_config-2_auto/checkpoint-33", "epoch": 12.909090909090908, "eval_steps": 500, "global_step": 71, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.18181818181818182, "grad_norm": 0.8231478333473206, "learning_rate": 4.000000000000001e-06, "loss": 1.1614, "step": 1 }, { "epoch": 0.36363636363636365, "grad_norm": 0.7646258473396301, "learning_rate": 8.000000000000001e-06, "loss": 1.0994, "step": 2 }, { "epoch": 0.7272727272727273, "grad_norm": 0.7370247840881348, "learning_rate": 1.6000000000000003e-05, "loss": 1.1727, "step": 4 }, { "epoch": 0.9090909090909091, "eval_loss": 1.2189840078353882, "eval_runtime": 9.885, "eval_samples_per_second": 2.428, "eval_steps_per_second": 2.428, "step": 5 }, { "epoch": 1.0909090909090908, "grad_norm": 0.765868604183197, "learning_rate": 2.4e-05, "loss": 1.2015, "step": 6 }, { "epoch": 1.4545454545454546, "grad_norm": 0.7423933744430542, "learning_rate": 3.2000000000000005e-05, "loss": 1.0773, "step": 8 }, { "epoch": 1.8181818181818183, "grad_norm": 0.7272891998291016, "learning_rate": 4e-05, "loss": 1.1492, "step": 10 }, { "epoch": 2.0, "eval_loss": 1.0506871938705444, "eval_runtime": 9.8683, "eval_samples_per_second": 2.432, "eval_steps_per_second": 2.432, "step": 11 }, { "epoch": 2.1818181818181817, "grad_norm": 0.416668564081192, "learning_rate": 4.8e-05, "loss": 0.9201, "step": 12 }, { "epoch": 2.5454545454545454, "grad_norm": 0.4836718440055847, "learning_rate": 5.6000000000000006e-05, "loss": 1.0136, "step": 14 }, { "epoch": 2.909090909090909, "grad_norm": 0.621853232383728, "learning_rate": 6.400000000000001e-05, "loss": 0.9803, "step": 16 }, { "epoch": 2.909090909090909, "eval_loss": 1.0035327672958374, "eval_runtime": 9.8774, "eval_samples_per_second": 2.43, "eval_steps_per_second": 2.43, "step": 16 }, { "epoch": 3.2727272727272725, "grad_norm": 0.5383903980255127, "learning_rate": 7.2e-05, "loss": 0.8576, "step": 18 }, { "epoch": 3.6363636363636362, "grad_norm": 0.4518912434577942, "learning_rate": 8e-05, "loss": 0.9125, "step": 20 }, { "epoch": 4.0, "grad_norm": 0.3614003658294678, "learning_rate": 8.800000000000001e-05, "loss": 0.8687, "step": 22 }, { "epoch": 4.0, "eval_loss": 0.9365265965461731, "eval_runtime": 9.8731, "eval_samples_per_second": 2.431, "eval_steps_per_second": 2.431, "step": 22 }, { "epoch": 4.363636363636363, "grad_norm": 0.42301425337791443, "learning_rate": 9.6e-05, "loss": 0.8496, "step": 24 }, { "epoch": 4.7272727272727275, "grad_norm": 0.484470933675766, "learning_rate": 9.999512620046522e-05, "loss": 0.7872, "step": 26 }, { "epoch": 4.909090909090909, "eval_loss": 0.9064176082611084, "eval_runtime": 9.8735, "eval_samples_per_second": 2.431, "eval_steps_per_second": 2.431, "step": 27 }, { "epoch": 5.090909090909091, "grad_norm": 0.5472301244735718, "learning_rate": 9.995614150494293e-05, "loss": 0.743, "step": 28 }, { "epoch": 5.454545454545454, "grad_norm": 0.43318992853164673, "learning_rate": 9.987820251299122e-05, "loss": 0.6851, "step": 30 }, { "epoch": 5.818181818181818, "grad_norm": 0.5325647592544556, "learning_rate": 9.976136999909156e-05, "loss": 0.7171, "step": 32 }, { "epoch": 6.0, "eval_loss": 0.8840153813362122, "eval_runtime": 9.8767, "eval_samples_per_second": 2.43, "eval_steps_per_second": 2.43, "step": 33 }, { "epoch": 6.181818181818182, "grad_norm": 0.46143198013305664, "learning_rate": 9.96057350657239e-05, "loss": 0.6393, "step": 34 }, { "epoch": 6.545454545454545, "grad_norm": 0.5249224901199341, "learning_rate": 9.941141907232765e-05, "loss": 0.6673, "step": 36 }, { "epoch": 6.909090909090909, "grad_norm": 0.5732040405273438, "learning_rate": 9.917857354066931e-05, "loss": 0.5563, "step": 38 }, { "epoch": 6.909090909090909, "eval_loss": 0.9091019034385681, "eval_runtime": 9.8678, "eval_samples_per_second": 2.432, "eval_steps_per_second": 2.432, "step": 38 }, { "epoch": 7.2727272727272725, "grad_norm": 0.5529835820198059, "learning_rate": 9.890738003669029e-05, "loss": 0.5694, "step": 40 }, { "epoch": 7.636363636363637, "grad_norm": 0.6050636768341064, "learning_rate": 9.859805002892732e-05, "loss": 0.4485, "step": 42 }, { "epoch": 8.0, "grad_norm": 0.7332842350006104, "learning_rate": 9.825082472361557e-05, "loss": 0.4878, "step": 44 }, { "epoch": 8.0, "eval_loss": 1.0011078119277954, "eval_runtime": 9.8664, "eval_samples_per_second": 2.432, "eval_steps_per_second": 2.432, "step": 44 }, { "epoch": 8.363636363636363, "grad_norm": 0.6613210439682007, "learning_rate": 9.786597487660337e-05, "loss": 0.3535, "step": 46 }, { "epoch": 8.727272727272727, "grad_norm": 0.8845905661582947, "learning_rate": 9.744380058222483e-05, "loss": 0.3849, "step": 48 }, { "epoch": 8.909090909090908, "eval_loss": 1.0698117017745972, "eval_runtime": 9.8689, "eval_samples_per_second": 2.432, "eval_steps_per_second": 2.432, "step": 49 }, { "epoch": 9.090909090909092, "grad_norm": 0.8460261225700378, "learning_rate": 9.698463103929542e-05, "loss": 0.3467, "step": 50 }, { "epoch": 9.454545454545455, "grad_norm": 0.7633416056632996, "learning_rate": 9.648882429441257e-05, "loss": 0.2411, "step": 52 }, { "epoch": 9.818181818181818, "grad_norm": 1.0061150789260864, "learning_rate": 9.595676696276172e-05, "loss": 0.2449, "step": 54 }, { "epoch": 10.0, "eval_loss": 1.190703272819519, "eval_runtime": 9.9063, "eval_samples_per_second": 2.423, "eval_steps_per_second": 2.423, "step": 55 }, { "epoch": 10.181818181818182, "grad_norm": 0.6788498163223267, "learning_rate": 9.538887392664544e-05, "loss": 0.1964, "step": 56 }, { "epoch": 10.545454545454545, "grad_norm": 0.9161595106124878, "learning_rate": 9.478558801197065e-05, "loss": 0.1524, "step": 58 }, { "epoch": 10.909090909090908, "grad_norm": 1.1366978883743286, "learning_rate": 9.414737964294636e-05, "loss": 0.1483, "step": 60 }, { "epoch": 10.909090909090908, "eval_loss": 1.3619922399520874, "eval_runtime": 9.8696, "eval_samples_per_second": 2.432, "eval_steps_per_second": 2.432, "step": 60 }, { "epoch": 11.272727272727273, "grad_norm": 0.7969510555267334, "learning_rate": 9.347474647526095e-05, "loss": 0.0986, "step": 62 }, { "epoch": 11.636363636363637, "grad_norm": 0.6498268246650696, "learning_rate": 9.276821300802534e-05, "loss": 0.0751, "step": 64 }, { "epoch": 12.0, "grad_norm": 1.2433557510375977, "learning_rate": 9.202833017478422e-05, "loss": 0.1039, "step": 66 }, { "epoch": 12.0, "eval_loss": 1.4584633111953735, "eval_runtime": 9.8663, "eval_samples_per_second": 2.433, "eval_steps_per_second": 2.433, "step": 66 }, { "epoch": 12.363636363636363, "grad_norm": 0.7402978539466858, "learning_rate": 9.125567491391476e-05, "loss": 0.0559, "step": 68 }, { "epoch": 12.727272727272727, "grad_norm": 0.8068957328796387, "learning_rate": 9.045084971874738e-05, "loss": 0.0637, "step": 70 }, { "epoch": 12.909090909090908, "eval_loss": 1.6114619970321655, "eval_runtime": 9.8735, "eval_samples_per_second": 2.431, "eval_steps_per_second": 2.431, "step": 71 }, { "epoch": 12.909090909090908, "step": 71, "total_flos": 1.9037713390895104e+16, "train_loss": 0.5900322046708053, "train_runtime": 1379.2357, "train_samples_per_second": 3.19, "train_steps_per_second": 0.181 } ], "logging_steps": 2, "max_steps": 250, "num_input_tokens_seen": 0, "num_train_epochs": 50, "save_steps": 25, "stateful_callbacks": { "EarlyStoppingCallback": { "args": { "early_stopping_patience": 7, "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": 1.9037713390895104e+16, "train_batch_size": 1, "trial_name": null, "trial_params": null }