{ "best_metric": 0.4649590849876404, "best_model_checkpoint": "data/Mistral-7B_task-2_180-samples_config-1_auto/checkpoint-51", "epoch": 10.0, "eval_steps": 500, "global_step": 170, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.058823529411764705, "grad_norm": 1.604433298110962, "learning_rate": 1.1764705882352942e-06, "loss": 0.7575, "step": 1 }, { "epoch": 0.11764705882352941, "grad_norm": 1.6808534860610962, "learning_rate": 2.3529411764705885e-06, "loss": 0.8355, "step": 2 }, { "epoch": 0.23529411764705882, "grad_norm": 1.9203530550003052, "learning_rate": 4.705882352941177e-06, "loss": 0.8264, "step": 4 }, { "epoch": 0.35294117647058826, "grad_norm": 1.7332963943481445, "learning_rate": 7.058823529411765e-06, "loss": 0.769, "step": 6 }, { "epoch": 0.47058823529411764, "grad_norm": 1.5537375211715698, "learning_rate": 9.411764705882354e-06, "loss": 0.7582, "step": 8 }, { "epoch": 0.5882352941176471, "grad_norm": 1.2597177028656006, "learning_rate": 1.1764705882352942e-05, "loss": 0.7485, "step": 10 }, { "epoch": 0.7058823529411765, "grad_norm": 1.1016687154769897, "learning_rate": 1.411764705882353e-05, "loss": 0.6831, "step": 12 }, { "epoch": 0.8235294117647058, "grad_norm": 1.020566463470459, "learning_rate": 1.647058823529412e-05, "loss": 0.6637, "step": 14 }, { "epoch": 0.9411764705882353, "grad_norm": 0.928702712059021, "learning_rate": 1.8823529411764708e-05, "loss": 0.6307, "step": 16 }, { "epoch": 1.0, "eval_loss": 0.6122480034828186, "eval_runtime": 46.8114, "eval_samples_per_second": 0.769, "eval_steps_per_second": 0.769, "step": 17 }, { "epoch": 1.0588235294117647, "grad_norm": 0.8042245507240295, "learning_rate": 2.1176470588235296e-05, "loss": 0.6038, "step": 18 }, { "epoch": 1.1764705882352942, "grad_norm": 0.7779905796051025, "learning_rate": 2.3529411764705884e-05, "loss": 0.5814, "step": 20 }, { "epoch": 1.2941176470588236, "grad_norm": 0.6743247509002686, "learning_rate": 2.5882352941176475e-05, "loss": 0.583, "step": 22 }, { "epoch": 1.4117647058823528, "grad_norm": 0.7200171947479248, "learning_rate": 2.823529411764706e-05, "loss": 0.5281, "step": 24 }, { "epoch": 1.5294117647058822, "grad_norm": 0.721940279006958, "learning_rate": 3.058823529411765e-05, "loss": 0.5485, "step": 26 }, { "epoch": 1.6470588235294117, "grad_norm": 0.6974021792411804, "learning_rate": 3.294117647058824e-05, "loss": 0.5226, "step": 28 }, { "epoch": 1.7647058823529411, "grad_norm": 0.7087254524230957, "learning_rate": 3.529411764705883e-05, "loss": 0.5171, "step": 30 }, { "epoch": 1.8823529411764706, "grad_norm": 0.7080815434455872, "learning_rate": 3.7647058823529415e-05, "loss": 0.4933, "step": 32 }, { "epoch": 2.0, "grad_norm": 0.7730523347854614, "learning_rate": 4e-05, "loss": 0.5229, "step": 34 }, { "epoch": 2.0, "eval_loss": 0.5021528601646423, "eval_runtime": 46.8011, "eval_samples_per_second": 0.769, "eval_steps_per_second": 0.769, "step": 34 }, { "epoch": 2.1176470588235294, "grad_norm": 0.8364313244819641, "learning_rate": 4.235294117647059e-05, "loss": 0.4658, "step": 36 }, { "epoch": 2.235294117647059, "grad_norm": 0.6758615374565125, "learning_rate": 4.470588235294118e-05, "loss": 0.4401, "step": 38 }, { "epoch": 2.3529411764705883, "grad_norm": 0.7340723276138306, "learning_rate": 4.705882352941177e-05, "loss": 0.4382, "step": 40 }, { "epoch": 2.4705882352941178, "grad_norm": 0.6828162670135498, "learning_rate": 4.9411764705882355e-05, "loss": 0.4553, "step": 42 }, { "epoch": 2.588235294117647, "grad_norm": 0.7578108906745911, "learning_rate": 5.176470588235295e-05, "loss": 0.4269, "step": 44 }, { "epoch": 2.7058823529411766, "grad_norm": 0.8680711388587952, "learning_rate": 5.411764705882353e-05, "loss": 0.4517, "step": 46 }, { "epoch": 2.8235294117647056, "grad_norm": 0.7644243836402893, "learning_rate": 5.647058823529412e-05, "loss": 0.4636, "step": 48 }, { "epoch": 2.9411764705882355, "grad_norm": 0.7221245169639587, "learning_rate": 5.882352941176471e-05, "loss": 0.4431, "step": 50 }, { "epoch": 3.0, "eval_loss": 0.4649590849876404, "eval_runtime": 46.8112, "eval_samples_per_second": 0.769, "eval_steps_per_second": 0.769, "step": 51 }, { "epoch": 3.0588235294117645, "grad_norm": 0.6552745699882507, "learning_rate": 6.11764705882353e-05, "loss": 0.3813, "step": 52 }, { "epoch": 3.176470588235294, "grad_norm": 0.6913314461708069, "learning_rate": 6.352941176470588e-05, "loss": 0.3715, "step": 54 }, { "epoch": 3.2941176470588234, "grad_norm": 0.7282626032829285, "learning_rate": 6.588235294117648e-05, "loss": 0.3842, "step": 56 }, { "epoch": 3.411764705882353, "grad_norm": 0.8809773325920105, "learning_rate": 6.823529411764707e-05, "loss": 0.3815, "step": 58 }, { "epoch": 3.5294117647058822, "grad_norm": 0.802264392375946, "learning_rate": 7.058823529411765e-05, "loss": 0.3411, "step": 60 }, { "epoch": 3.6470588235294117, "grad_norm": 0.8780251145362854, "learning_rate": 7.294117647058823e-05, "loss": 0.3743, "step": 62 }, { "epoch": 3.764705882352941, "grad_norm": 0.8712494969367981, "learning_rate": 7.529411764705883e-05, "loss": 0.3493, "step": 64 }, { "epoch": 3.8823529411764706, "grad_norm": 0.9024491906166077, "learning_rate": 7.764705882352942e-05, "loss": 0.3355, "step": 66 }, { "epoch": 4.0, "grad_norm": 0.8319352269172668, "learning_rate": 8e-05, "loss": 0.3222, "step": 68 }, { "epoch": 4.0, "eval_loss": 0.47462204098701477, "eval_runtime": 46.8066, "eval_samples_per_second": 0.769, "eval_steps_per_second": 0.769, "step": 68 }, { "epoch": 4.117647058823529, "grad_norm": 0.850300669670105, "learning_rate": 8.23529411764706e-05, "loss": 0.293, "step": 70 }, { "epoch": 4.235294117647059, "grad_norm": 1.0695669651031494, "learning_rate": 8.470588235294118e-05, "loss": 0.2255, "step": 72 }, { "epoch": 4.352941176470588, "grad_norm": 1.4161185026168823, "learning_rate": 8.705882352941177e-05, "loss": 0.2726, "step": 74 }, { "epoch": 4.470588235294118, "grad_norm": 1.1317994594573975, "learning_rate": 8.941176470588236e-05, "loss": 0.2301, "step": 76 }, { "epoch": 4.588235294117647, "grad_norm": 1.1033505201339722, "learning_rate": 9.176470588235295e-05, "loss": 0.2487, "step": 78 }, { "epoch": 4.705882352941177, "grad_norm": 0.9940263032913208, "learning_rate": 9.411764705882353e-05, "loss": 0.2427, "step": 80 }, { "epoch": 4.823529411764706, "grad_norm": 1.0770084857940674, "learning_rate": 9.647058823529412e-05, "loss": 0.2379, "step": 82 }, { "epoch": 4.9411764705882355, "grad_norm": 1.088417887687683, "learning_rate": 9.882352941176471e-05, "loss": 0.2227, "step": 84 }, { "epoch": 5.0, "eval_loss": 0.5480709671974182, "eval_runtime": 46.8144, "eval_samples_per_second": 0.769, "eval_steps_per_second": 0.769, "step": 85 }, { "epoch": 5.0588235294117645, "grad_norm": 1.105506181716919, "learning_rate": 9.99995783847866e-05, "loss": 0.171, "step": 86 }, { "epoch": 5.176470588235294, "grad_norm": 1.0123800039291382, "learning_rate": 9.999620550574153e-05, "loss": 0.1287, "step": 88 }, { "epoch": 5.294117647058823, "grad_norm": 1.8314290046691895, "learning_rate": 9.998945997517956e-05, "loss": 0.1435, "step": 90 }, { "epoch": 5.411764705882353, "grad_norm": 1.3103504180908203, "learning_rate": 9.997934224814173e-05, "loss": 0.1292, "step": 92 }, { "epoch": 5.529411764705882, "grad_norm": 1.3026607036590576, "learning_rate": 9.996585300715116e-05, "loss": 0.1246, "step": 94 }, { "epoch": 5.647058823529412, "grad_norm": 1.083115577697754, "learning_rate": 9.994899316216708e-05, "loss": 0.1095, "step": 96 }, { "epoch": 5.764705882352941, "grad_norm": 1.2289258241653442, "learning_rate": 9.992876385052345e-05, "loss": 0.135, "step": 98 }, { "epoch": 5.882352941176471, "grad_norm": 1.2652201652526855, "learning_rate": 9.990516643685222e-05, "loss": 0.1443, "step": 100 }, { "epoch": 6.0, "grad_norm": 1.2546310424804688, "learning_rate": 9.987820251299122e-05, "loss": 0.1345, "step": 102 }, { "epoch": 6.0, "eval_loss": 0.6141153573989868, "eval_runtime": 46.8023, "eval_samples_per_second": 0.769, "eval_steps_per_second": 0.769, "step": 102 }, { "epoch": 6.117647058823529, "grad_norm": 0.9022185802459717, "learning_rate": 9.984787389787688e-05, "loss": 0.0666, "step": 104 }, { "epoch": 6.235294117647059, "grad_norm": 1.1086210012435913, "learning_rate": 9.981418263742148e-05, "loss": 0.0751, "step": 106 }, { "epoch": 6.352941176470588, "grad_norm": 0.9500546455383301, "learning_rate": 9.977713100437509e-05, "loss": 0.0622, "step": 108 }, { "epoch": 6.470588235294118, "grad_norm": 1.2992115020751953, "learning_rate": 9.973672149817232e-05, "loss": 0.0763, "step": 110 }, { "epoch": 6.588235294117647, "grad_norm": 1.0361261367797852, "learning_rate": 9.96929568447637e-05, "loss": 0.0575, "step": 112 }, { "epoch": 6.705882352941177, "grad_norm": 1.0972284078598022, "learning_rate": 9.964583999643174e-05, "loss": 0.0718, "step": 114 }, { "epoch": 6.823529411764706, "grad_norm": 1.0893183946609497, "learning_rate": 9.95953741315919e-05, "loss": 0.0758, "step": 116 }, { "epoch": 6.9411764705882355, "grad_norm": 1.0908876657485962, "learning_rate": 9.954156265457801e-05, "loss": 0.0738, "step": 118 }, { "epoch": 7.0, "eval_loss": 0.6841809749603271, "eval_runtime": 46.7966, "eval_samples_per_second": 0.769, "eval_steps_per_second": 0.769, "step": 119 }, { "epoch": 7.0588235294117645, "grad_norm": 0.6503316760063171, "learning_rate": 9.948440919541278e-05, "loss": 0.0537, "step": 120 }, { "epoch": 7.176470588235294, "grad_norm": 0.8566131591796875, "learning_rate": 9.942391760956277e-05, "loss": 0.0414, "step": 122 }, { "epoch": 7.294117647058823, "grad_norm": 0.9488412141799927, "learning_rate": 9.936009197767845e-05, "loss": 0.038, "step": 124 }, { "epoch": 7.411764705882353, "grad_norm": 1.3826652765274048, "learning_rate": 9.929293660531888e-05, "loss": 0.0442, "step": 126 }, { "epoch": 7.529411764705882, "grad_norm": 1.1183003187179565, "learning_rate": 9.922245602266118e-05, "loss": 0.0462, "step": 128 }, { "epoch": 7.647058823529412, "grad_norm": 1.0122565031051636, "learning_rate": 9.91486549841951e-05, "loss": 0.0398, "step": 130 }, { "epoch": 7.764705882352941, "grad_norm": 1.112568736076355, "learning_rate": 9.90715384684021e-05, "loss": 0.04, "step": 132 }, { "epoch": 7.882352941176471, "grad_norm": 0.8670180439949036, "learning_rate": 9.899111167741966e-05, "loss": 0.0465, "step": 134 }, { "epoch": 8.0, "grad_norm": 0.8402408361434937, "learning_rate": 9.890738003669029e-05, "loss": 0.0448, "step": 136 }, { "epoch": 8.0, "eval_loss": 0.7531328201293945, "eval_runtime": 46.7972, "eval_samples_per_second": 0.769, "eval_steps_per_second": 0.769, "step": 136 }, { "epoch": 8.117647058823529, "grad_norm": 0.562960147857666, "learning_rate": 9.882034919459555e-05, "loss": 0.0196, "step": 138 }, { "epoch": 8.235294117647058, "grad_norm": 1.4091694355010986, "learning_rate": 9.873002502207503e-05, "loss": 0.0306, "step": 140 }, { "epoch": 8.352941176470589, "grad_norm": 1.0141454935073853, "learning_rate": 9.863641361223024e-05, "loss": 0.0321, "step": 142 }, { "epoch": 8.470588235294118, "grad_norm": 0.7341058254241943, "learning_rate": 9.853952127991372e-05, "loss": 0.0315, "step": 144 }, { "epoch": 8.588235294117647, "grad_norm": 0.9098450541496277, "learning_rate": 9.843935456130295e-05, "loss": 0.0296, "step": 146 }, { "epoch": 8.705882352941176, "grad_norm": 0.6944416761398315, "learning_rate": 9.833592021345937e-05, "loss": 0.0249, "step": 148 }, { "epoch": 8.823529411764707, "grad_norm": 0.7934401035308838, "learning_rate": 9.822922521387276e-05, "loss": 0.0271, "step": 150 }, { "epoch": 8.941176470588236, "grad_norm": 1.0908757448196411, "learning_rate": 9.811927675999036e-05, "loss": 0.0352, "step": 152 }, { "epoch": 9.0, "eval_loss": 0.8120158910751343, "eval_runtime": 46.8083, "eval_samples_per_second": 0.769, "eval_steps_per_second": 0.769, "step": 153 }, { "epoch": 9.058823529411764, "grad_norm": 0.6170806884765625, "learning_rate": 9.800608226873142e-05, "loss": 0.0242, "step": 154 }, { "epoch": 9.176470588235293, "grad_norm": 0.46037042140960693, "learning_rate": 9.788964937598689e-05, "loss": 0.02, "step": 156 }, { "epoch": 9.294117647058824, "grad_norm": 0.7616733908653259, "learning_rate": 9.776998593610428e-05, "loss": 0.0173, "step": 158 }, { "epoch": 9.411764705882353, "grad_norm": 0.997645378112793, "learning_rate": 9.764710002135784e-05, "loss": 0.023, "step": 160 }, { "epoch": 9.529411764705882, "grad_norm": 0.733609139919281, "learning_rate": 9.752099992140399e-05, "loss": 0.0182, "step": 162 }, { "epoch": 9.647058823529411, "grad_norm": 0.9087010025978088, "learning_rate": 9.739169414272217e-05, "loss": 0.0197, "step": 164 }, { "epoch": 9.764705882352942, "grad_norm": 0.785037636756897, "learning_rate": 9.725919140804099e-05, "loss": 0.023, "step": 166 }, { "epoch": 9.882352941176471, "grad_norm": 0.8591390252113342, "learning_rate": 9.71235006557497e-05, "loss": 0.0234, "step": 168 }, { "epoch": 10.0, "grad_norm": 0.8396819829940796, "learning_rate": 9.698463103929542e-05, "loss": 0.0246, "step": 170 }, { "epoch": 10.0, "eval_loss": 0.8533556461334229, "eval_runtime": 46.8108, "eval_samples_per_second": 0.769, "eval_steps_per_second": 0.769, "step": 170 }, { "epoch": 10.0, "step": 170, "total_flos": 1.6636987284075315e+17, "train_loss": 0.26086401211864807, "train_runtime": 6014.7432, "train_samples_per_second": 1.131, "train_steps_per_second": 0.141 } ], "logging_steps": 2, "max_steps": 850, "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": 1.6636987284075315e+17, "train_batch_size": 1, "trial_name": null, "trial_params": null }