{ "best_metric": 0.8710008263587952, "best_model_checkpoint": "data/Gemma-2-2B_task-2_180-samples_config-2_full/checkpoint-85", "epoch": 16.941176470588236, "eval_steps": 500, "global_step": 144, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.11764705882352941, "grad_norm": 0.4646625816822052, "learning_rate": 2.5e-06, "loss": 1.3348, "step": 1 }, { "epoch": 0.23529411764705882, "grad_norm": 0.4941255748271942, "learning_rate": 5e-06, "loss": 1.3615, "step": 2 }, { "epoch": 0.47058823529411764, "grad_norm": 0.4547555446624756, "learning_rate": 1e-05, "loss": 1.3619, "step": 4 }, { "epoch": 0.7058823529411765, "grad_norm": 0.4238773584365845, "learning_rate": 1.5e-05, "loss": 1.2933, "step": 6 }, { "epoch": 0.9411764705882353, "grad_norm": 0.41738811135292053, "learning_rate": 2e-05, "loss": 1.3182, "step": 8 }, { "epoch": 0.9411764705882353, "eval_loss": 1.314428687095642, "eval_runtime": 13.9271, "eval_samples_per_second": 2.585, "eval_steps_per_second": 2.585, "step": 8 }, { "epoch": 1.1764705882352942, "grad_norm": 0.46454063057899475, "learning_rate": 2.5e-05, "loss": 1.3438, "step": 10 }, { "epoch": 1.4117647058823528, "grad_norm": 0.3903467655181885, "learning_rate": 3e-05, "loss": 1.2762, "step": 12 }, { "epoch": 1.6470588235294117, "grad_norm": 0.35459548234939575, "learning_rate": 3.5e-05, "loss": 1.2376, "step": 14 }, { "epoch": 1.8823529411764706, "grad_norm": 0.3327643573284149, "learning_rate": 4e-05, "loss": 1.2253, "step": 16 }, { "epoch": 2.0, "eval_loss": 1.1693224906921387, "eval_runtime": 13.922, "eval_samples_per_second": 2.586, "eval_steps_per_second": 2.586, "step": 17 }, { "epoch": 2.1176470588235294, "grad_norm": 0.26664429903030396, "learning_rate": 4.5e-05, "loss": 1.1858, "step": 18 }, { "epoch": 2.3529411764705883, "grad_norm": 0.22536298632621765, "learning_rate": 5e-05, "loss": 1.1146, "step": 20 }, { "epoch": 2.588235294117647, "grad_norm": 0.29759112000465393, "learning_rate": 5.500000000000001e-05, "loss": 1.1207, "step": 22 }, { "epoch": 2.8235294117647056, "grad_norm": 0.2725456655025482, "learning_rate": 6e-05, "loss": 1.1196, "step": 24 }, { "epoch": 2.9411764705882355, "eval_loss": 1.0760149955749512, "eval_runtime": 13.9219, "eval_samples_per_second": 2.586, "eval_steps_per_second": 2.586, "step": 25 }, { "epoch": 3.0588235294117645, "grad_norm": 0.2560402452945709, "learning_rate": 6.500000000000001e-05, "loss": 1.052, "step": 26 }, { "epoch": 3.2941176470588234, "grad_norm": 0.21541963517665863, "learning_rate": 7e-05, "loss": 1.023, "step": 28 }, { "epoch": 3.5294117647058822, "grad_norm": 0.23459596931934357, "learning_rate": 7.500000000000001e-05, "loss": 1.0138, "step": 30 }, { "epoch": 3.764705882352941, "grad_norm": 0.2933233678340912, "learning_rate": 8e-05, "loss": 1.0071, "step": 32 }, { "epoch": 4.0, "grad_norm": 0.2300327569246292, "learning_rate": 8.5e-05, "loss": 0.9289, "step": 34 }, { "epoch": 4.0, "eval_loss": 0.9661836624145508, "eval_runtime": 13.9237, "eval_samples_per_second": 2.586, "eval_steps_per_second": 2.586, "step": 34 }, { "epoch": 4.235294117647059, "grad_norm": 0.209079310297966, "learning_rate": 9e-05, "loss": 0.9432, "step": 36 }, { "epoch": 4.470588235294118, "grad_norm": 0.168331116437912, "learning_rate": 9.5e-05, "loss": 0.9028, "step": 38 }, { "epoch": 4.705882352941177, "grad_norm": 0.14146201312541962, "learning_rate": 0.0001, "loss": 0.8951, "step": 40 }, { "epoch": 4.9411764705882355, "grad_norm": 0.15306784212589264, "learning_rate": 9.999238475781957e-05, "loss": 0.8623, "step": 42 }, { "epoch": 4.9411764705882355, "eval_loss": 0.9211580753326416, "eval_runtime": 13.9243, "eval_samples_per_second": 2.585, "eval_steps_per_second": 2.585, "step": 42 }, { "epoch": 5.176470588235294, "grad_norm": 0.1463106870651245, "learning_rate": 9.99695413509548e-05, "loss": 0.8416, "step": 44 }, { "epoch": 5.411764705882353, "grad_norm": 0.14740553498268127, "learning_rate": 9.99314767377287e-05, "loss": 0.8785, "step": 46 }, { "epoch": 5.647058823529412, "grad_norm": 0.1291574090719223, "learning_rate": 9.987820251299122e-05, "loss": 0.8335, "step": 48 }, { "epoch": 5.882352941176471, "grad_norm": 0.14685429632663727, "learning_rate": 9.980973490458728e-05, "loss": 0.8786, "step": 50 }, { "epoch": 6.0, "eval_loss": 0.8972748517990112, "eval_runtime": 13.9294, "eval_samples_per_second": 2.584, "eval_steps_per_second": 2.584, "step": 51 }, { "epoch": 6.117647058823529, "grad_norm": 0.13178876042366028, "learning_rate": 9.972609476841367e-05, "loss": 0.8167, "step": 52 }, { "epoch": 6.352941176470588, "grad_norm": 0.12248564511537552, "learning_rate": 9.962730758206611e-05, "loss": 0.8085, "step": 54 }, { "epoch": 6.588235294117647, "grad_norm": 0.12658923864364624, "learning_rate": 9.951340343707852e-05, "loss": 0.8299, "step": 56 }, { "epoch": 6.823529411764706, "grad_norm": 0.12179239839315414, "learning_rate": 9.938441702975689e-05, "loss": 0.861, "step": 58 }, { "epoch": 6.9411764705882355, "eval_loss": 0.8844776749610901, "eval_runtime": 13.9268, "eval_samples_per_second": 2.585, "eval_steps_per_second": 2.585, "step": 59 }, { "epoch": 7.0588235294117645, "grad_norm": 0.13848571479320526, "learning_rate": 9.924038765061042e-05, "loss": 0.8375, "step": 60 }, { "epoch": 7.294117647058823, "grad_norm": 0.13029764592647552, "learning_rate": 9.908135917238321e-05, "loss": 0.8097, "step": 62 }, { "epoch": 7.529411764705882, "grad_norm": 0.1324029564857483, "learning_rate": 9.890738003669029e-05, "loss": 0.7823, "step": 64 }, { "epoch": 7.764705882352941, "grad_norm": 0.13409382104873657, "learning_rate": 9.871850323926177e-05, "loss": 0.774, "step": 66 }, { "epoch": 8.0, "grad_norm": 0.1507219523191452, "learning_rate": 9.851478631379982e-05, "loss": 0.8112, "step": 68 }, { "epoch": 8.0, "eval_loss": 0.8751078248023987, "eval_runtime": 13.9264, "eval_samples_per_second": 2.585, "eval_steps_per_second": 2.585, "step": 68 }, { "epoch": 8.235294117647058, "grad_norm": 0.13311730325222015, "learning_rate": 9.829629131445342e-05, "loss": 0.7713, "step": 70 }, { "epoch": 8.470588235294118, "grad_norm": 0.1371852308511734, "learning_rate": 9.806308479691595e-05, "loss": 0.7967, "step": 72 }, { "epoch": 8.705882352941176, "grad_norm": 0.14112600684165955, "learning_rate": 9.781523779815179e-05, "loss": 0.7909, "step": 74 }, { "epoch": 8.941176470588236, "grad_norm": 0.16504345834255219, "learning_rate": 9.755282581475769e-05, "loss": 0.7491, "step": 76 }, { "epoch": 8.941176470588236, "eval_loss": 0.8714024424552917, "eval_runtime": 13.9243, "eval_samples_per_second": 2.585, "eval_steps_per_second": 2.585, "step": 76 }, { "epoch": 9.176470588235293, "grad_norm": 0.17292000353336334, "learning_rate": 9.727592877996585e-05, "loss": 0.7597, "step": 78 }, { "epoch": 9.411764705882353, "grad_norm": 0.1559344381093979, "learning_rate": 9.698463103929542e-05, "loss": 0.7566, "step": 80 }, { "epoch": 9.647058823529411, "grad_norm": 0.17069514095783234, "learning_rate": 9.667902132486009e-05, "loss": 0.7534, "step": 82 }, { "epoch": 9.882352941176471, "grad_norm": 0.1825936883687973, "learning_rate": 9.635919272833938e-05, "loss": 0.7439, "step": 84 }, { "epoch": 10.0, "eval_loss": 0.8710008263587952, "eval_runtime": 13.9329, "eval_samples_per_second": 2.584, "eval_steps_per_second": 2.584, "step": 85 }, { "epoch": 10.117647058823529, "grad_norm": 0.17276407778263092, "learning_rate": 9.602524267262203e-05, "loss": 0.7186, "step": 86 }, { "epoch": 10.352941176470589, "grad_norm": 0.20144543051719666, "learning_rate": 9.567727288213005e-05, "loss": 0.736, "step": 88 }, { "epoch": 10.588235294117647, "grad_norm": 0.19740185141563416, "learning_rate": 9.53153893518325e-05, "loss": 0.7088, "step": 90 }, { "epoch": 10.823529411764707, "grad_norm": 0.22668859362602234, "learning_rate": 9.493970231495835e-05, "loss": 0.7136, "step": 92 }, { "epoch": 10.941176470588236, "eval_loss": 0.8754350543022156, "eval_runtime": 13.9268, "eval_samples_per_second": 2.585, "eval_steps_per_second": 2.585, "step": 93 }, { "epoch": 11.058823529411764, "grad_norm": 0.20473405718803406, "learning_rate": 9.45503262094184e-05, "loss": 0.7447, "step": 94 }, { "epoch": 11.294117647058824, "grad_norm": 0.21799054741859436, "learning_rate": 9.414737964294636e-05, "loss": 0.7287, "step": 96 }, { "epoch": 11.529411764705882, "grad_norm": 0.2471453845500946, "learning_rate": 9.373098535696979e-05, "loss": 0.6675, "step": 98 }, { "epoch": 11.764705882352942, "grad_norm": 0.2599719762802124, "learning_rate": 9.330127018922194e-05, "loss": 0.6934, "step": 100 }, { "epoch": 12.0, "grad_norm": 0.2612287104129791, "learning_rate": 9.285836503510562e-05, "loss": 0.6546, "step": 102 }, { "epoch": 12.0, "eval_loss": 0.8866230845451355, "eval_runtime": 13.9305, "eval_samples_per_second": 2.584, "eval_steps_per_second": 2.584, "step": 102 }, { "epoch": 12.235294117647058, "grad_norm": 0.3070856034755707, "learning_rate": 9.24024048078213e-05, "loss": 0.6527, "step": 104 }, { "epoch": 12.470588235294118, "grad_norm": 0.3168947100639343, "learning_rate": 9.193352839727121e-05, "loss": 0.6387, "step": 106 }, { "epoch": 12.705882352941176, "grad_norm": 0.3805824816226959, "learning_rate": 9.145187862775209e-05, "loss": 0.666, "step": 108 }, { "epoch": 12.941176470588236, "grad_norm": 0.42959412932395935, "learning_rate": 9.09576022144496e-05, "loss": 0.6539, "step": 110 }, { "epoch": 12.941176470588236, "eval_loss": 0.9093228578567505, "eval_runtime": 13.9213, "eval_samples_per_second": 2.586, "eval_steps_per_second": 2.586, "step": 110 }, { "epoch": 13.176470588235293, "grad_norm": 0.3179619312286377, "learning_rate": 9.045084971874738e-05, "loss": 0.6358, "step": 112 }, { "epoch": 13.411764705882353, "grad_norm": 0.37940555810928345, "learning_rate": 8.993177550236464e-05, "loss": 0.5786, "step": 114 }, { "epoch": 13.647058823529411, "grad_norm": 0.3830829858779907, "learning_rate": 8.940053768033609e-05, "loss": 0.6127, "step": 116 }, { "epoch": 13.882352941176471, "grad_norm": 0.42292138934135437, "learning_rate": 8.885729807284856e-05, "loss": 0.632, "step": 118 }, { "epoch": 14.0, "eval_loss": 0.9347273707389832, "eval_runtime": 13.9419, "eval_samples_per_second": 2.582, "eval_steps_per_second": 2.582, "step": 119 }, { "epoch": 14.117647058823529, "grad_norm": 0.41069409251213074, "learning_rate": 8.83022221559489e-05, "loss": 0.626, "step": 120 }, { "epoch": 14.352941176470589, "grad_norm": 0.528698742389679, "learning_rate": 8.773547901113862e-05, "loss": 0.5267, "step": 122 }, { "epoch": 14.588235294117647, "grad_norm": 0.4924652874469757, "learning_rate": 8.715724127386972e-05, "loss": 0.5981, "step": 124 }, { "epoch": 14.823529411764707, "grad_norm": 0.5208938121795654, "learning_rate": 8.656768508095853e-05, "loss": 0.543, "step": 126 }, { "epoch": 14.941176470588236, "eval_loss": 0.9885026216506958, "eval_runtime": 13.9217, "eval_samples_per_second": 2.586, "eval_steps_per_second": 2.586, "step": 127 }, { "epoch": 15.058823529411764, "grad_norm": 0.5211675763130188, "learning_rate": 8.596699001693255e-05, "loss": 0.5916, "step": 128 }, { "epoch": 15.294117647058824, "grad_norm": 0.5175803899765015, "learning_rate": 8.535533905932738e-05, "loss": 0.5308, "step": 130 }, { "epoch": 15.529411764705882, "grad_norm": 0.55540931224823, "learning_rate": 8.473291852294987e-05, "loss": 0.551, "step": 132 }, { "epoch": 15.764705882352942, "grad_norm": 0.527597188949585, "learning_rate": 8.409991800312493e-05, "loss": 0.5514, "step": 134 }, { "epoch": 16.0, "grad_norm": 0.5720416307449341, "learning_rate": 8.345653031794292e-05, "loss": 0.4869, "step": 136 }, { "epoch": 16.0, "eval_loss": 1.0261539220809937, "eval_runtime": 13.9314, "eval_samples_per_second": 2.584, "eval_steps_per_second": 2.584, "step": 136 }, { "epoch": 16.235294117647058, "grad_norm": 0.7312718033790588, "learning_rate": 8.280295144952536e-05, "loss": 0.4512, "step": 138 }, { "epoch": 16.470588235294116, "grad_norm": 0.7295913100242615, "learning_rate": 8.213938048432697e-05, "loss": 0.5245, "step": 140 }, { "epoch": 16.705882352941178, "grad_norm": 0.7654659152030945, "learning_rate": 8.146601955249188e-05, "loss": 0.4661, "step": 142 }, { "epoch": 16.941176470588236, "grad_norm": 0.6638887524604797, "learning_rate": 8.07830737662829e-05, "loss": 0.4926, "step": 144 }, { "epoch": 16.941176470588236, "eval_loss": 1.043527603149414, "eval_runtime": 13.9302, "eval_samples_per_second": 2.584, "eval_steps_per_second": 2.584, "step": 144 }, { "epoch": 16.941176470588236, "step": 144, "total_flos": 7.574414567879475e+16, "train_loss": 0.8188091479241848, "train_runtime": 3221.0584, "train_samples_per_second": 2.111, "train_steps_per_second": 0.124 } ], "logging_steps": 2, "max_steps": 400, "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": 7.574414567879475e+16, "train_batch_size": 1, "trial_name": null, "trial_params": null }