{ "best_metric": null, "best_model_checkpoint": null, "epoch": 4.0, "eval_steps": 500, "global_step": 220, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.02, "learning_rate": 2.2727272727272728e-06, "loss": 2.3833, "step": 1 }, { "epoch": 0.07, "learning_rate": 9.090909090909091e-06, "loss": 2.4762, "step": 4 }, { "epoch": 0.15, "learning_rate": 1.8181818181818182e-05, "loss": 2.2934, "step": 8 }, { "epoch": 0.22, "learning_rate": 2.7272727272727273e-05, "loss": 2.2509, "step": 12 }, { "epoch": 0.29, "learning_rate": 3.6363636363636364e-05, "loss": 2.1881, "step": 16 }, { "epoch": 0.36, "learning_rate": 4.545454545454546e-05, "loss": 2.2269, "step": 20 }, { "epoch": 0.44, "learning_rate": 4.9987413559579636e-05, "loss": 2.1204, "step": 24 }, { "epoch": 0.51, "learning_rate": 4.988679806432712e-05, "loss": 2.1803, "step": 28 }, { "epoch": 0.58, "learning_rate": 4.968597221690986e-05, "loss": 2.0278, "step": 32 }, { "epoch": 0.65, "learning_rate": 4.938574467213518e-05, "loss": 1.9672, "step": 36 }, { "epoch": 0.73, "learning_rate": 4.898732434036244e-05, "loss": 1.8425, "step": 40 }, { "epoch": 0.8, "learning_rate": 4.849231551964771e-05, "loss": 1.9323, "step": 44 }, { "epoch": 0.87, "learning_rate": 4.790271143580174e-05, "loss": 2.0277, "step": 48 }, { "epoch": 0.95, "learning_rate": 4.722088621637309e-05, "loss": 1.9256, "step": 52 }, { "epoch": 1.0, "gpt4_scores": 0.6833333333333332, "step": 55 }, { "epoch": 1.0, "eval_loss": 1.878501534461975, "eval_runtime": 4.9427, "eval_samples_per_second": 4.653, "eval_steps_per_second": 1.214, "step": 55 }, { "epoch": 1.02, "learning_rate": 4.644958533087443e-05, "loss": 1.7957, "step": 56 }, { "epoch": 1.09, "learning_rate": 4.559191453574582e-05, "loss": 1.8135, "step": 60 }, { "epoch": 1.16, "learning_rate": 4.465132736856969e-05, "loss": 1.7996, "step": 64 }, { "epoch": 1.24, "learning_rate": 4.3631611241893874e-05, "loss": 1.7751, "step": 68 }, { "epoch": 1.31, "learning_rate": 4.2536872192658036e-05, "loss": 1.8436, "step": 72 }, { "epoch": 1.38, "learning_rate": 4.137151834863213e-05, "loss": 1.7179, "step": 76 }, { "epoch": 1.45, "learning_rate": 4.014024217844167e-05, "loss": 1.721, "step": 80 }, { "epoch": 1.53, "learning_rate": 3.884800159665276e-05, "loss": 1.8576, "step": 84 }, { "epoch": 1.6, "learning_rate": 3.7500000000000003e-05, "loss": 1.8062, "step": 88 }, { "epoch": 1.67, "learning_rate": 3.610166531514436e-05, "loss": 1.6772, "step": 92 }, { "epoch": 1.75, "learning_rate": 3.465862814232822e-05, "loss": 1.7685, "step": 96 }, { "epoch": 1.82, "learning_rate": 3.3176699082935545e-05, "loss": 1.721, "step": 100 }, { "epoch": 1.89, "learning_rate": 3.166184534225087e-05, "loss": 1.6726, "step": 104 }, { "epoch": 1.96, "learning_rate": 3.012016670162977e-05, "loss": 1.6738, "step": 108 }, { "epoch": 2.0, "gpt4_scores": 0.6666666666666666, "step": 110 }, { "epoch": 2.0, "eval_loss": 1.8228907585144043, "eval_runtime": 4.9969, "eval_samples_per_second": 4.603, "eval_steps_per_second": 1.201, "step": 110 }, { "epoch": 2.04, "learning_rate": 2.8557870956832132e-05, "loss": 1.6321, "step": 112 }, { "epoch": 2.11, "learning_rate": 2.698124892141971e-05, "loss": 1.6618, "step": 116 }, { "epoch": 2.18, "learning_rate": 2.5396649095870202e-05, "loss": 1.5755, "step": 120 }, { "epoch": 2.25, "learning_rate": 2.3810452104406444e-05, "loss": 1.6999, "step": 124 }, { "epoch": 2.33, "learning_rate": 2.222904500247473e-05, "loss": 1.6391, "step": 128 }, { "epoch": 2.4, "learning_rate": 2.0658795558326743e-05, "loss": 1.583, "step": 132 }, { "epoch": 2.47, "learning_rate": 1.9106026612264316e-05, "loss": 1.6833, "step": 136 }, { "epoch": 2.55, "learning_rate": 1.7576990616793137e-05, "loss": 1.6736, "step": 140 }, { "epoch": 2.62, "learning_rate": 1.6077844460203206e-05, "loss": 1.5683, "step": 144 }, { "epoch": 2.69, "learning_rate": 1.4614624674952842e-05, "loss": 1.5429, "step": 148 }, { "epoch": 2.76, "learning_rate": 1.3193223130682936e-05, "loss": 1.6129, "step": 152 }, { "epoch": 2.84, "learning_rate": 1.181936330973744e-05, "loss": 1.6105, "step": 156 }, { "epoch": 2.91, "learning_rate": 1.049857726072005e-05, "loss": 1.5663, "step": 160 }, { "epoch": 2.98, "learning_rate": 9.236183322886945e-06, "loss": 1.6181, "step": 164 }, { "epoch": 3.0, "gpt4_scores": 0.7000000000000001, "step": 165 }, { "epoch": 3.0, "eval_loss": 1.8283250331878662, "eval_runtime": 4.9725, "eval_samples_per_second": 4.625, "eval_steps_per_second": 1.207, "step": 165 }, { "epoch": 3.05, "learning_rate": 8.0372647110717e-06, "loss": 1.5877, "step": 168 }, { "epoch": 3.13, "learning_rate": 6.906649047373246e-06, "loss": 1.3838, "step": 172 }, { "epoch": 3.2, "learning_rate": 5.848888922025553e-06, "loss": 1.5406, "step": 176 }, { "epoch": 3.27, "learning_rate": 4.868243561723535e-06, "loss": 1.497, "step": 180 }, { "epoch": 3.35, "learning_rate": 3.968661679220468e-06, "loss": 1.5702, "step": 184 }, { "epoch": 3.42, "learning_rate": 3.1537655732553768e-06, "loss": 1.6095, "step": 188 }, { "epoch": 3.49, "learning_rate": 2.4268365428344736e-06, "loss": 1.4712, "step": 192 }, { "epoch": 3.56, "learning_rate": 1.790801674598186e-06, "loss": 1.5552, "step": 196 }, { "epoch": 3.64, "learning_rate": 1.248222056476367e-06, "loss": 1.5805, "step": 200 }, { "epoch": 3.71, "learning_rate": 8.012824650910938e-07, "loss": 1.5588, "step": 204 }, { "epoch": 3.78, "learning_rate": 4.517825684323324e-07, "loss": 1.64, "step": 208 }, { "epoch": 3.85, "learning_rate": 2.011296792301165e-07, "loss": 1.5666, "step": 212 }, { "epoch": 3.93, "learning_rate": 5.033308820289184e-08, "loss": 1.4496, "step": 216 }, { "epoch": 4.0, "learning_rate": 0.0, "loss": 1.5007, "step": 220 }, { "epoch": 4.0, "gpt4_scores": 0.6666666666666666, "step": 220 }, { "epoch": 4.0, "eval_loss": 1.8388779163360596, "eval_runtime": 4.9378, "eval_samples_per_second": 4.658, "eval_steps_per_second": 1.215, "step": 220 }, { "epoch": 4.0, "step": 220, "total_flos": 7586259830267904.0, "train_loss": 1.7501471573656255, "train_runtime": 1644.9971, "train_samples_per_second": 0.528, "train_steps_per_second": 0.134 } ], "logging_steps": 4, "max_steps": 220, "num_input_tokens_seen": 0, "num_train_epochs": 4, "save_steps": 20, "total_flos": 7586259830267904.0, "train_batch_size": 4, "trial_name": null, "trial_params": null }