{ "best_metric": 1.141607403755188, "best_model_checkpoint": "data/Mistral-7B_task-1_180-samples_config-1/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": 5.94310998916626, "learning_rate": 1.1764705882352942e-06, "loss": 2.2854, "step": 1 }, { "epoch": 0.11764705882352941, "grad_norm": 4.818267822265625, "learning_rate": 2.3529411764705885e-06, "loss": 2.0252, "step": 2 }, { "epoch": 0.23529411764705882, "grad_norm": 5.333231449127197, "learning_rate": 4.705882352941177e-06, "loss": 2.192, "step": 4 }, { "epoch": 0.35294117647058826, "grad_norm": 5.257590293884277, "learning_rate": 7.058823529411765e-06, "loss": 2.3389, "step": 6 }, { "epoch": 0.47058823529411764, "grad_norm": 5.808491230010986, "learning_rate": 9.411764705882354e-06, "loss": 2.1288, "step": 8 }, { "epoch": 0.5882352941176471, "grad_norm": 5.0901618003845215, "learning_rate": 1.1764705882352942e-05, "loss": 2.153, "step": 10 }, { "epoch": 0.7058823529411765, "grad_norm": 4.486069202423096, "learning_rate": 1.411764705882353e-05, "loss": 1.9168, "step": 12 }, { "epoch": 0.8235294117647058, "grad_norm": 4.509524345397949, "learning_rate": 1.647058823529412e-05, "loss": 1.8902, "step": 14 }, { "epoch": 0.9411764705882353, "grad_norm": 3.2386724948883057, "learning_rate": 1.8823529411764708e-05, "loss": 1.6974, "step": 16 }, { "epoch": 1.0, "eval_loss": 1.5618224143981934, "eval_runtime": 14.5608, "eval_samples_per_second": 2.472, "eval_steps_per_second": 2.472, "step": 17 }, { "epoch": 1.0588235294117647, "grad_norm": 2.549015760421753, "learning_rate": 2.1176470588235296e-05, "loss": 1.5601, "step": 18 }, { "epoch": 1.1764705882352942, "grad_norm": 2.3952205181121826, "learning_rate": 2.3529411764705884e-05, "loss": 1.5338, "step": 20 }, { "epoch": 1.2941176470588236, "grad_norm": 1.7811028957366943, "learning_rate": 2.5882352941176475e-05, "loss": 1.3579, "step": 22 }, { "epoch": 1.4117647058823528, "grad_norm": 1.6944749355316162, "learning_rate": 2.823529411764706e-05, "loss": 1.4151, "step": 24 }, { "epoch": 1.5294117647058822, "grad_norm": 1.640507459640503, "learning_rate": 3.058823529411765e-05, "loss": 1.3185, "step": 26 }, { "epoch": 1.6470588235294117, "grad_norm": 1.781482219696045, "learning_rate": 3.294117647058824e-05, "loss": 1.2674, "step": 28 }, { "epoch": 1.7647058823529411, "grad_norm": 1.622686743736267, "learning_rate": 3.529411764705883e-05, "loss": 1.2291, "step": 30 }, { "epoch": 1.8823529411764706, "grad_norm": 1.5880047082901, "learning_rate": 3.7647058823529415e-05, "loss": 1.2269, "step": 32 }, { "epoch": 2.0, "grad_norm": 1.4253026247024536, "learning_rate": 4e-05, "loss": 1.1802, "step": 34 }, { "epoch": 2.0, "eval_loss": 1.2333735227584839, "eval_runtime": 14.5754, "eval_samples_per_second": 2.47, "eval_steps_per_second": 2.47, "step": 34 }, { "epoch": 2.1176470588235294, "grad_norm": 1.3464667797088623, "learning_rate": 4.235294117647059e-05, "loss": 1.0786, "step": 36 }, { "epoch": 2.235294117647059, "grad_norm": 1.4025360345840454, "learning_rate": 4.470588235294118e-05, "loss": 1.1678, "step": 38 }, { "epoch": 2.3529411764705883, "grad_norm": 1.4293924570083618, "learning_rate": 4.705882352941177e-05, "loss": 0.9548, "step": 40 }, { "epoch": 2.4705882352941178, "grad_norm": 1.6406131982803345, "learning_rate": 4.9411764705882355e-05, "loss": 1.1246, "step": 42 }, { "epoch": 2.588235294117647, "grad_norm": 1.757340908050537, "learning_rate": 5.176470588235295e-05, "loss": 1.0679, "step": 44 }, { "epoch": 2.7058823529411766, "grad_norm": 1.5292569398880005, "learning_rate": 5.411764705882353e-05, "loss": 1.055, "step": 46 }, { "epoch": 2.8235294117647056, "grad_norm": 1.6216624975204468, "learning_rate": 5.647058823529412e-05, "loss": 1.04, "step": 48 }, { "epoch": 2.9411764705882355, "grad_norm": 1.6907811164855957, "learning_rate": 5.882352941176471e-05, "loss": 0.9812, "step": 50 }, { "epoch": 3.0, "eval_loss": 1.141607403755188, "eval_runtime": 14.5508, "eval_samples_per_second": 2.474, "eval_steps_per_second": 2.474, "step": 51 }, { "epoch": 3.0588235294117645, "grad_norm": 1.5789411067962646, "learning_rate": 6.11764705882353e-05, "loss": 0.9357, "step": 52 }, { "epoch": 3.176470588235294, "grad_norm": 1.6847856044769287, "learning_rate": 6.352941176470588e-05, "loss": 0.844, "step": 54 }, { "epoch": 3.2941176470588234, "grad_norm": 1.7474318742752075, "learning_rate": 6.588235294117648e-05, "loss": 0.8198, "step": 56 }, { "epoch": 3.411764705882353, "grad_norm": 1.8489917516708374, "learning_rate": 6.823529411764707e-05, "loss": 0.8127, "step": 58 }, { "epoch": 3.5294117647058822, "grad_norm": 2.2157130241394043, "learning_rate": 7.058823529411765e-05, "loss": 0.8208, "step": 60 }, { "epoch": 3.6470588235294117, "grad_norm": 2.560288667678833, "learning_rate": 7.294117647058823e-05, "loss": 0.7702, "step": 62 }, { "epoch": 3.764705882352941, "grad_norm": 2.116132974624634, "learning_rate": 7.529411764705883e-05, "loss": 0.7093, "step": 64 }, { "epoch": 3.8823529411764706, "grad_norm": 2.6108651161193848, "learning_rate": 7.764705882352942e-05, "loss": 0.7901, "step": 66 }, { "epoch": 4.0, "grad_norm": 2.8218464851379395, "learning_rate": 8e-05, "loss": 0.6749, "step": 68 }, { "epoch": 4.0, "eval_loss": 1.1867635250091553, "eval_runtime": 14.5837, "eval_samples_per_second": 2.469, "eval_steps_per_second": 2.469, "step": 68 }, { "epoch": 4.117647058823529, "grad_norm": 1.9257030487060547, "learning_rate": 8.23529411764706e-05, "loss": 0.5332, "step": 70 }, { "epoch": 4.235294117647059, "grad_norm": 2.3828821182250977, "learning_rate": 8.470588235294118e-05, "loss": 0.5186, "step": 72 }, { "epoch": 4.352941176470588, "grad_norm": 2.9151997566223145, "learning_rate": 8.705882352941177e-05, "loss": 0.5018, "step": 74 }, { "epoch": 4.470588235294118, "grad_norm": 3.63409161567688, "learning_rate": 8.941176470588236e-05, "loss": 0.4376, "step": 76 }, { "epoch": 4.588235294117647, "grad_norm": 3.7016890048980713, "learning_rate": 9.176470588235295e-05, "loss": 0.4247, "step": 78 }, { "epoch": 4.705882352941177, "grad_norm": 4.303072452545166, "learning_rate": 9.411764705882353e-05, "loss": 0.4546, "step": 80 }, { "epoch": 4.823529411764706, "grad_norm": 3.1941800117492676, "learning_rate": 9.647058823529412e-05, "loss": 0.4463, "step": 82 }, { "epoch": 4.9411764705882355, "grad_norm": 3.1212875843048096, "learning_rate": 9.882352941176471e-05, "loss": 0.4963, "step": 84 }, { "epoch": 5.0, "eval_loss": 1.3243592977523804, "eval_runtime": 14.5574, "eval_samples_per_second": 2.473, "eval_steps_per_second": 2.473, "step": 85 }, { "epoch": 5.0588235294117645, "grad_norm": 2.331570863723755, "learning_rate": 9.99995783847866e-05, "loss": 0.3668, "step": 86 }, { "epoch": 5.176470588235294, "grad_norm": 1.8265957832336426, "learning_rate": 9.999620550574153e-05, "loss": 0.241, "step": 88 }, { "epoch": 5.294117647058823, "grad_norm": 2.5654234886169434, "learning_rate": 9.998945997517956e-05, "loss": 0.2197, "step": 90 }, { "epoch": 5.411764705882353, "grad_norm": 4.596362113952637, "learning_rate": 9.997934224814173e-05, "loss": 0.2602, "step": 92 }, { "epoch": 5.529411764705882, "grad_norm": 5.800356864929199, "learning_rate": 9.996585300715116e-05, "loss": 0.2459, "step": 94 }, { "epoch": 5.647058823529412, "grad_norm": 4.117295265197754, "learning_rate": 9.994899316216708e-05, "loss": 0.1648, "step": 96 }, { "epoch": 5.764705882352941, "grad_norm": 4.657989025115967, "learning_rate": 9.992876385052345e-05, "loss": 0.2517, "step": 98 }, { "epoch": 5.882352941176471, "grad_norm": 3.0068447589874268, "learning_rate": 9.990516643685222e-05, "loss": 0.2779, "step": 100 }, { "epoch": 6.0, "grad_norm": 2.5185630321502686, "learning_rate": 9.987820251299122e-05, "loss": 0.2296, "step": 102 }, { "epoch": 6.0, "eval_loss": 1.5520074367523193, "eval_runtime": 14.5572, "eval_samples_per_second": 2.473, "eval_steps_per_second": 2.473, "step": 102 }, { "epoch": 6.117647058823529, "grad_norm": 1.8949757814407349, "learning_rate": 9.984787389787688e-05, "loss": 0.1204, "step": 104 }, { "epoch": 6.235294117647059, "grad_norm": 2.084357976913452, "learning_rate": 9.981418263742148e-05, "loss": 0.1057, "step": 106 }, { "epoch": 6.352941176470588, "grad_norm": 2.355532169342041, "learning_rate": 9.977713100437509e-05, "loss": 0.1279, "step": 108 }, { "epoch": 6.470588235294118, "grad_norm": 2.634601354598999, "learning_rate": 9.973672149817232e-05, "loss": 0.1167, "step": 110 }, { "epoch": 6.588235294117647, "grad_norm": 3.470742702484131, "learning_rate": 9.96929568447637e-05, "loss": 0.1036, "step": 112 }, { "epoch": 6.705882352941177, "grad_norm": 3.562553882598877, "learning_rate": 9.964583999643174e-05, "loss": 0.1264, "step": 114 }, { "epoch": 6.823529411764706, "grad_norm": 3.067589282989502, "learning_rate": 9.95953741315919e-05, "loss": 0.1229, "step": 116 }, { "epoch": 6.9411764705882355, "grad_norm": 4.300107479095459, "learning_rate": 9.954156265457801e-05, "loss": 0.126, "step": 118 }, { "epoch": 7.0, "eval_loss": 1.8394368886947632, "eval_runtime": 14.5639, "eval_samples_per_second": 2.472, "eval_steps_per_second": 2.472, "step": 119 }, { "epoch": 7.0588235294117645, "grad_norm": 1.2025381326675415, "learning_rate": 9.948440919541278e-05, "loss": 0.1183, "step": 120 }, { "epoch": 7.176470588235294, "grad_norm": 2.12835955619812, "learning_rate": 9.942391760956277e-05, "loss": 0.0738, "step": 122 }, { "epoch": 7.294117647058823, "grad_norm": 1.7308270931243896, "learning_rate": 9.936009197767845e-05, "loss": 0.0601, "step": 124 }, { "epoch": 7.411764705882353, "grad_norm": 1.6031392812728882, "learning_rate": 9.929293660531888e-05, "loss": 0.0587, "step": 126 }, { "epoch": 7.529411764705882, "grad_norm": 2.102191686630249, "learning_rate": 9.922245602266118e-05, "loss": 0.0554, "step": 128 }, { "epoch": 7.647058823529412, "grad_norm": 2.9458324909210205, "learning_rate": 9.91486549841951e-05, "loss": 0.0719, "step": 130 }, { "epoch": 7.764705882352941, "grad_norm": 2.767437696456909, "learning_rate": 9.90715384684021e-05, "loss": 0.0813, "step": 132 }, { "epoch": 7.882352941176471, "grad_norm": 1.5180050134658813, "learning_rate": 9.899111167741966e-05, "loss": 0.0644, "step": 134 }, { "epoch": 8.0, "grad_norm": 4.601783275604248, "learning_rate": 9.890738003669029e-05, "loss": 0.1044, "step": 136 }, { "epoch": 8.0, "eval_loss": 1.9316412210464478, "eval_runtime": 14.5864, "eval_samples_per_second": 2.468, "eval_steps_per_second": 2.468, "step": 136 }, { "epoch": 8.117647058823529, "grad_norm": 1.442734956741333, "learning_rate": 9.882034919459555e-05, "loss": 0.0412, "step": 138 }, { "epoch": 8.235294117647058, "grad_norm": 1.7208150625228882, "learning_rate": 9.873002502207503e-05, "loss": 0.0245, "step": 140 }, { "epoch": 8.352941176470589, "grad_norm": 2.408069372177124, "learning_rate": 9.863641361223024e-05, "loss": 0.0513, "step": 142 }, { "epoch": 8.470588235294118, "grad_norm": 1.7206476926803589, "learning_rate": 9.853952127991372e-05, "loss": 0.0602, "step": 144 }, { "epoch": 8.588235294117647, "grad_norm": 2.3409576416015625, "learning_rate": 9.843935456130295e-05, "loss": 0.0507, "step": 146 }, { "epoch": 8.705882352941176, "grad_norm": 2.0807151794433594, "learning_rate": 9.833592021345937e-05, "loss": 0.0286, "step": 148 }, { "epoch": 8.823529411764707, "grad_norm": 3.4072768688201904, "learning_rate": 9.822922521387276e-05, "loss": 0.0464, "step": 150 }, { "epoch": 8.941176470588236, "grad_norm": 3.362941265106201, "learning_rate": 9.811927675999036e-05, "loss": 0.0735, "step": 152 }, { "epoch": 9.0, "eval_loss": 2.0808990001678467, "eval_runtime": 14.5855, "eval_samples_per_second": 2.468, "eval_steps_per_second": 2.468, "step": 153 }, { "epoch": 9.058823529411764, "grad_norm": 1.9431918859481812, "learning_rate": 9.800608226873142e-05, "loss": 0.0302, "step": 154 }, { "epoch": 9.176470588235293, "grad_norm": 2.4730467796325684, "learning_rate": 9.788964937598689e-05, "loss": 0.0443, "step": 156 }, { "epoch": 9.294117647058824, "grad_norm": 1.5794306993484497, "learning_rate": 9.776998593610428e-05, "loss": 0.0627, "step": 158 }, { "epoch": 9.411764705882353, "grad_norm": 3.127790689468384, "learning_rate": 9.764710002135784e-05, "loss": 0.0535, "step": 160 }, { "epoch": 9.529411764705882, "grad_norm": 1.959427833557129, "learning_rate": 9.752099992140399e-05, "loss": 0.0337, "step": 162 }, { "epoch": 9.647058823529411, "grad_norm": 2.6444616317749023, "learning_rate": 9.739169414272217e-05, "loss": 0.0403, "step": 164 }, { "epoch": 9.764705882352942, "grad_norm": 2.717651128768921, "learning_rate": 9.725919140804099e-05, "loss": 0.0456, "step": 166 }, { "epoch": 9.882352941176471, "grad_norm": 1.916383147239685, "learning_rate": 9.71235006557497e-05, "loss": 0.0402, "step": 168 }, { "epoch": 10.0, "grad_norm": 1.9298330545425415, "learning_rate": 9.698463103929542e-05, "loss": 0.0393, "step": 170 }, { "epoch": 10.0, "eval_loss": 2.041475534439087, "eval_runtime": 14.5657, "eval_samples_per_second": 2.472, "eval_steps_per_second": 2.472, "step": 170 }, { "epoch": 10.0, "step": 170, "total_flos": 2.1328997535186944e+16, "train_loss": 0.6198049567858962, "train_runtime": 1615.3335, "train_samples_per_second": 4.21, "train_steps_per_second": 0.526 } ], "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": 2.1328997535186944e+16, "train_batch_size": 1, "trial_name": null, "trial_params": null }