{ "best_metric": 0.40632152557373047, "best_model_checkpoint": "./output_v2/7b_cluster00_Nous-Hermes-llama-2-7b_partitioned_v3_standardized_00/checkpoint-1200", "epoch": 1.2725344644750796, "global_step": 1200, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.01, "learning_rate": 0.0002, "loss": 0.5637, "step": 10 }, { "epoch": 0.02, "learning_rate": 0.0002, "loss": 0.4775, "step": 20 }, { "epoch": 0.03, "learning_rate": 0.0002, "loss": 0.5079, "step": 30 }, { "epoch": 0.04, "learning_rate": 0.0002, "loss": 0.4849, "step": 40 }, { "epoch": 0.05, "learning_rate": 0.0002, "loss": 0.4587, "step": 50 }, { "epoch": 0.06, "learning_rate": 0.0002, "loss": 0.4867, "step": 60 }, { "epoch": 0.07, "learning_rate": 0.0002, "loss": 0.4578, "step": 70 }, { "epoch": 0.08, "learning_rate": 0.0002, "loss": 0.4665, "step": 80 }, { "epoch": 0.1, "learning_rate": 0.0002, "loss": 0.5044, "step": 90 }, { "epoch": 0.11, "learning_rate": 0.0002, "loss": 0.4979, "step": 100 }, { "epoch": 0.12, "learning_rate": 0.0002, "loss": 0.4715, "step": 110 }, { "epoch": 0.13, "learning_rate": 0.0002, "loss": 0.4717, "step": 120 }, { "epoch": 0.14, "learning_rate": 0.0002, "loss": 0.4419, "step": 130 }, { "epoch": 0.15, "learning_rate": 0.0002, "loss": 0.4671, "step": 140 }, { "epoch": 0.16, "learning_rate": 0.0002, "loss": 0.4503, "step": 150 }, { "epoch": 0.17, "learning_rate": 0.0002, "loss": 0.4878, "step": 160 }, { "epoch": 0.18, "learning_rate": 0.0002, "loss": 0.4648, "step": 170 }, { "epoch": 0.19, "learning_rate": 0.0002, "loss": 0.4625, "step": 180 }, { "epoch": 0.2, "learning_rate": 0.0002, "loss": 0.4473, "step": 190 }, { "epoch": 0.21, "learning_rate": 0.0002, "loss": 0.4585, "step": 200 }, { "epoch": 0.21, "eval_loss": 0.4498298466205597, "eval_runtime": 253.5551, "eval_samples_per_second": 3.944, "eval_steps_per_second": 0.986, "step": 200 }, { "epoch": 0.22, "learning_rate": 0.0002, "loss": 0.4396, "step": 210 }, { "epoch": 0.23, "learning_rate": 0.0002, "loss": 0.4545, "step": 220 }, { "epoch": 0.24, "learning_rate": 0.0002, "loss": 0.4632, "step": 230 }, { "epoch": 0.25, "learning_rate": 0.0002, "loss": 0.4458, "step": 240 }, { "epoch": 0.27, "learning_rate": 0.0002, "loss": 0.4612, "step": 250 }, { "epoch": 0.28, "learning_rate": 0.0002, "loss": 0.4493, "step": 260 }, { "epoch": 0.29, "learning_rate": 0.0002, "loss": 0.4652, "step": 270 }, { "epoch": 0.3, "learning_rate": 0.0002, "loss": 0.4596, "step": 280 }, { "epoch": 0.31, "learning_rate": 0.0002, "loss": 0.4483, "step": 290 }, { "epoch": 0.32, "learning_rate": 0.0002, "loss": 0.4386, "step": 300 }, { "epoch": 0.33, "learning_rate": 0.0002, "loss": 0.4746, "step": 310 }, { "epoch": 0.34, "learning_rate": 0.0002, "loss": 0.4299, "step": 320 }, { "epoch": 0.35, "learning_rate": 0.0002, "loss": 0.4462, "step": 330 }, { "epoch": 0.36, "learning_rate": 0.0002, "loss": 0.4346, "step": 340 }, { "epoch": 0.37, "learning_rate": 0.0002, "loss": 0.4425, "step": 350 }, { "epoch": 0.38, "learning_rate": 0.0002, "loss": 0.4356, "step": 360 }, { "epoch": 0.39, "learning_rate": 0.0002, "loss": 0.4647, "step": 370 }, { "epoch": 0.4, "learning_rate": 0.0002, "loss": 0.4448, "step": 380 }, { "epoch": 0.41, "learning_rate": 0.0002, "loss": 0.4208, "step": 390 }, { "epoch": 0.42, "learning_rate": 0.0002, "loss": 0.4095, "step": 400 }, { "epoch": 0.42, "eval_loss": 0.43381235003471375, "eval_runtime": 253.5754, "eval_samples_per_second": 3.944, "eval_steps_per_second": 0.986, "step": 400 }, { "epoch": 0.43, "learning_rate": 0.0002, "loss": 0.4181, "step": 410 }, { "epoch": 0.45, "learning_rate": 0.0002, "loss": 0.445, "step": 420 }, { "epoch": 0.46, "learning_rate": 0.0002, "loss": 0.417, "step": 430 }, { "epoch": 0.47, "learning_rate": 0.0002, "loss": 0.438, "step": 440 }, { "epoch": 0.48, "learning_rate": 0.0002, "loss": 0.4376, "step": 450 }, { "epoch": 0.49, "learning_rate": 0.0002, "loss": 0.4249, "step": 460 }, { "epoch": 0.5, "learning_rate": 0.0002, "loss": 0.4407, "step": 470 }, { "epoch": 0.51, "learning_rate": 0.0002, "loss": 0.4506, "step": 480 }, { "epoch": 0.52, "learning_rate": 0.0002, "loss": 0.4289, "step": 490 }, { "epoch": 0.53, "learning_rate": 0.0002, "loss": 0.4596, "step": 500 }, { "epoch": 0.54, "learning_rate": 0.0002, "loss": 0.4174, "step": 510 }, { "epoch": 0.55, "learning_rate": 0.0002, "loss": 0.4373, "step": 520 }, { "epoch": 0.56, "learning_rate": 0.0002, "loss": 0.4253, "step": 530 }, { "epoch": 0.57, "learning_rate": 0.0002, "loss": 0.4243, "step": 540 }, { "epoch": 0.58, "learning_rate": 0.0002, "loss": 0.4455, "step": 550 }, { "epoch": 0.59, "learning_rate": 0.0002, "loss": 0.4362, "step": 560 }, { "epoch": 0.6, "learning_rate": 0.0002, "loss": 0.4364, "step": 570 }, { "epoch": 0.62, "learning_rate": 0.0002, "loss": 0.4257, "step": 580 }, { "epoch": 0.63, "learning_rate": 0.0002, "loss": 0.4193, "step": 590 }, { "epoch": 0.64, "learning_rate": 0.0002, "loss": 0.4233, "step": 600 }, { "epoch": 0.64, "eval_loss": 0.42340007424354553, "eval_runtime": 253.6896, "eval_samples_per_second": 3.942, "eval_steps_per_second": 0.985, "step": 600 }, { "epoch": 0.65, "learning_rate": 0.0002, "loss": 0.4047, "step": 610 }, { "epoch": 0.66, "learning_rate": 0.0002, "loss": 0.4329, "step": 620 }, { "epoch": 0.67, "learning_rate": 0.0002, "loss": 0.4423, "step": 630 }, { "epoch": 0.68, "learning_rate": 0.0002, "loss": 0.4192, "step": 640 }, { "epoch": 0.69, "learning_rate": 0.0002, "loss": 0.4183, "step": 650 }, { "epoch": 0.7, "learning_rate": 0.0002, "loss": 0.4268, "step": 660 }, { "epoch": 0.71, "learning_rate": 0.0002, "loss": 0.425, "step": 670 }, { "epoch": 0.72, "learning_rate": 0.0002, "loss": 0.4353, "step": 680 }, { "epoch": 0.73, "learning_rate": 0.0002, "loss": 0.411, "step": 690 }, { "epoch": 0.74, "learning_rate": 0.0002, "loss": 0.4155, "step": 700 }, { "epoch": 0.75, "learning_rate": 0.0002, "loss": 0.4066, "step": 710 }, { "epoch": 0.76, "learning_rate": 0.0002, "loss": 0.4216, "step": 720 }, { "epoch": 0.77, "learning_rate": 0.0002, "loss": 0.4294, "step": 730 }, { "epoch": 0.78, "learning_rate": 0.0002, "loss": 0.427, "step": 740 }, { "epoch": 0.8, "learning_rate": 0.0002, "loss": 0.4276, "step": 750 }, { "epoch": 0.81, "learning_rate": 0.0002, "loss": 0.4397, "step": 760 }, { "epoch": 0.82, "learning_rate": 0.0002, "loss": 0.4264, "step": 770 }, { "epoch": 0.83, "learning_rate": 0.0002, "loss": 0.4021, "step": 780 }, { "epoch": 0.84, "learning_rate": 0.0002, "loss": 0.4132, "step": 790 }, { "epoch": 0.85, "learning_rate": 0.0002, "loss": 0.4167, "step": 800 }, { "epoch": 0.85, "eval_loss": 0.4146576523780823, "eval_runtime": 253.792, "eval_samples_per_second": 3.94, "eval_steps_per_second": 0.985, "step": 800 }, { "epoch": 0.86, "learning_rate": 0.0002, "loss": 0.4234, "step": 810 }, { "epoch": 0.87, "learning_rate": 0.0002, "loss": 0.4192, "step": 820 }, { "epoch": 0.88, "learning_rate": 0.0002, "loss": 0.4132, "step": 830 }, { "epoch": 0.89, "learning_rate": 0.0002, "loss": 0.4091, "step": 840 }, { "epoch": 0.9, "learning_rate": 0.0002, "loss": 0.4153, "step": 850 }, { "epoch": 0.91, "learning_rate": 0.0002, "loss": 0.417, "step": 860 }, { "epoch": 0.92, "learning_rate": 0.0002, "loss": 0.4004, "step": 870 }, { "epoch": 0.93, "learning_rate": 0.0002, "loss": 0.4282, "step": 880 }, { "epoch": 0.94, "learning_rate": 0.0002, "loss": 0.4334, "step": 890 }, { "epoch": 0.95, "learning_rate": 0.0002, "loss": 0.4042, "step": 900 }, { "epoch": 0.97, "learning_rate": 0.0002, "loss": 0.4159, "step": 910 }, { "epoch": 0.98, "learning_rate": 0.0002, "loss": 0.3986, "step": 920 }, { "epoch": 0.99, "learning_rate": 0.0002, "loss": 0.4207, "step": 930 }, { "epoch": 1.0, "learning_rate": 0.0002, "loss": 0.4144, "step": 940 }, { "epoch": 1.01, "learning_rate": 0.0002, "loss": 0.3744, "step": 950 }, { "epoch": 1.02, "learning_rate": 0.0002, "loss": 0.3685, "step": 960 }, { "epoch": 1.03, "learning_rate": 0.0002, "loss": 0.3812, "step": 970 }, { "epoch": 1.04, "learning_rate": 0.0002, "loss": 0.3604, "step": 980 }, { "epoch": 1.05, "learning_rate": 0.0002, "loss": 0.3595, "step": 990 }, { "epoch": 1.06, "learning_rate": 0.0002, "loss": 0.3659, "step": 1000 }, { "epoch": 1.06, "eval_loss": 0.4106157422065735, "eval_runtime": 253.7163, "eval_samples_per_second": 3.941, "eval_steps_per_second": 0.985, "step": 1000 }, { "epoch": 1.07, "learning_rate": 0.0002, "loss": 0.3586, "step": 1010 }, { "epoch": 1.08, "learning_rate": 0.0002, "loss": 0.3645, "step": 1020 }, { "epoch": 1.09, "learning_rate": 0.0002, "loss": 0.3894, "step": 1030 }, { "epoch": 1.1, "learning_rate": 0.0002, "loss": 0.3591, "step": 1040 }, { "epoch": 1.11, "learning_rate": 0.0002, "loss": 0.363, "step": 1050 }, { "epoch": 1.12, "learning_rate": 0.0002, "loss": 0.3654, "step": 1060 }, { "epoch": 1.13, "learning_rate": 0.0002, "loss": 0.3903, "step": 1070 }, { "epoch": 1.15, "learning_rate": 0.0002, "loss": 0.3521, "step": 1080 }, { "epoch": 1.16, "learning_rate": 0.0002, "loss": 0.3698, "step": 1090 }, { "epoch": 1.17, "learning_rate": 0.0002, "loss": 0.3525, "step": 1100 }, { "epoch": 1.18, "learning_rate": 0.0002, "loss": 0.3749, "step": 1110 }, { "epoch": 1.19, "learning_rate": 0.0002, "loss": 0.357, "step": 1120 }, { "epoch": 1.2, "learning_rate": 0.0002, "loss": 0.3733, "step": 1130 }, { "epoch": 1.21, "learning_rate": 0.0002, "loss": 0.3956, "step": 1140 }, { "epoch": 1.22, "learning_rate": 0.0002, "loss": 0.3666, "step": 1150 }, { "epoch": 1.23, "learning_rate": 0.0002, "loss": 0.3694, "step": 1160 }, { "epoch": 1.24, "learning_rate": 0.0002, "loss": 0.3737, "step": 1170 }, { "epoch": 1.25, "learning_rate": 0.0002, "loss": 0.3623, "step": 1180 }, { "epoch": 1.26, "learning_rate": 0.0002, "loss": 0.3588, "step": 1190 }, { "epoch": 1.27, "learning_rate": 0.0002, "loss": 0.3494, "step": 1200 }, { "epoch": 1.27, "eval_loss": 0.40632152557373047, "eval_runtime": 253.8741, "eval_samples_per_second": 3.939, "eval_steps_per_second": 0.985, "step": 1200 } ], "max_steps": 5000, "num_train_epochs": 6, "total_flos": 3.301849670321111e+17, "trial_name": null, "trial_params": null }