{ "best_metric": 6.402657508850098, "best_model_checkpoint": "/mmfs1/gscratch/stf/abhinavp/corpus-filtering/lm-training/src/outputs/2023-11-15/09-23-00/checkpoints/checkpoint-250", "epoch": 2.0, "eval_steps": 10, "global_step": 250, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.08, "learning_rate": 4.866666666666667e-05, "loss": 9.9717, "step": 10 }, { "epoch": 0.08, "eval_loss": 9.324381828308105, "eval_runtime": 2.0042, "eval_samples_per_second": 498.949, "eval_steps_per_second": 62.369, "step": 10 }, { "epoch": 0.16, "learning_rate": 4.7333333333333336e-05, "loss": 9.1002, "step": 20 }, { "epoch": 0.16, "eval_loss": 8.892333984375, "eval_runtime": 1.9424, "eval_samples_per_second": 514.829, "eval_steps_per_second": 64.354, "step": 20 }, { "epoch": 0.24, "learning_rate": 4.600000000000001e-05, "loss": 8.7625, "step": 30 }, { "epoch": 0.24, "eval_loss": 8.54922103881836, "eval_runtime": 1.9052, "eval_samples_per_second": 524.878, "eval_steps_per_second": 65.61, "step": 30 }, { "epoch": 0.32, "learning_rate": 4.466666666666667e-05, "loss": 8.4987, "step": 40 }, { "epoch": 0.32, "eval_loss": 8.234408378601074, "eval_runtime": 2.0895, "eval_samples_per_second": 478.585, "eval_steps_per_second": 59.823, "step": 40 }, { "epoch": 0.4, "learning_rate": 4.3333333333333334e-05, "loss": 8.2485, "step": 50 }, { "epoch": 0.4, "eval_loss": 7.941398620605469, "eval_runtime": 2.1108, "eval_samples_per_second": 473.76, "eval_steps_per_second": 59.22, "step": 50 }, { "epoch": 0.48, "learning_rate": 4.2e-05, "loss": 8.0802, "step": 60 }, { "epoch": 0.48, "eval_loss": 7.663424968719482, "eval_runtime": 1.991, "eval_samples_per_second": 502.251, "eval_steps_per_second": 62.781, "step": 60 }, { "epoch": 0.56, "learning_rate": 4.066666666666667e-05, "loss": 7.7924, "step": 70 }, { "epoch": 0.56, "eval_loss": 7.419986724853516, "eval_runtime": 1.9753, "eval_samples_per_second": 506.241, "eval_steps_per_second": 63.28, "step": 70 }, { "epoch": 0.64, "learning_rate": 3.933333333333333e-05, "loss": 7.5139, "step": 80 }, { "epoch": 0.64, "eval_loss": 7.188984394073486, "eval_runtime": 1.9721, "eval_samples_per_second": 507.08, "eval_steps_per_second": 63.385, "step": 80 }, { "epoch": 0.72, "learning_rate": 3.8e-05, "loss": 7.3932, "step": 90 }, { "epoch": 0.72, "eval_loss": 7.042924880981445, "eval_runtime": 2.0739, "eval_samples_per_second": 482.185, "eval_steps_per_second": 60.273, "step": 90 }, { "epoch": 0.8, "learning_rate": 3.6666666666666666e-05, "loss": 7.334, "step": 100 }, { "epoch": 0.8, "eval_loss": 6.937138557434082, "eval_runtime": 2.0003, "eval_samples_per_second": 499.914, "eval_steps_per_second": 62.489, "step": 100 }, { "epoch": 0.88, "learning_rate": 3.5333333333333336e-05, "loss": 7.1699, "step": 110 }, { "epoch": 0.88, "eval_loss": 6.849837779998779, "eval_runtime": 2.0147, "eval_samples_per_second": 496.356, "eval_steps_per_second": 62.045, "step": 110 }, { "epoch": 0.96, "learning_rate": 3.4000000000000007e-05, "loss": 7.2476, "step": 120 }, { "epoch": 0.96, "eval_loss": 6.779170036315918, "eval_runtime": 2.0584, "eval_samples_per_second": 485.82, "eval_steps_per_second": 60.727, "step": 120 }, { "epoch": 1.04, "learning_rate": 3.266666666666667e-05, "loss": 6.8774, "step": 130 }, { "epoch": 1.04, "eval_loss": 6.709743022918701, "eval_runtime": 2.4463, "eval_samples_per_second": 408.786, "eval_steps_per_second": 51.098, "step": 130 }, { "epoch": 1.12, "learning_rate": 3.1333333333333334e-05, "loss": 6.7219, "step": 140 }, { "epoch": 1.12, "eval_loss": 6.656557559967041, "eval_runtime": 2.0119, "eval_samples_per_second": 497.045, "eval_steps_per_second": 62.131, "step": 140 }, { "epoch": 1.2, "learning_rate": 3e-05, "loss": 6.6353, "step": 150 }, { "epoch": 1.2, "eval_loss": 6.612905502319336, "eval_runtime": 2.0567, "eval_samples_per_second": 486.217, "eval_steps_per_second": 60.777, "step": 150 }, { "epoch": 1.28, "learning_rate": 2.8666666666666668e-05, "loss": 6.6524, "step": 160 }, { "epoch": 1.28, "eval_loss": 6.580767631530762, "eval_runtime": 1.9849, "eval_samples_per_second": 503.794, "eval_steps_per_second": 62.974, "step": 160 }, { "epoch": 1.36, "learning_rate": 2.733333333333333e-05, "loss": 6.484, "step": 170 }, { "epoch": 1.36, "eval_loss": 6.5504679679870605, "eval_runtime": 2.1014, "eval_samples_per_second": 475.877, "eval_steps_per_second": 59.485, "step": 170 }, { "epoch": 1.44, "learning_rate": 2.6000000000000002e-05, "loss": 6.5846, "step": 180 }, { "epoch": 1.44, "eval_loss": 6.531940460205078, "eval_runtime": 3.1229, "eval_samples_per_second": 320.22, "eval_steps_per_second": 40.027, "step": 180 }, { "epoch": 1.52, "learning_rate": 2.466666666666667e-05, "loss": 6.558, "step": 190 }, { "epoch": 1.52, "eval_loss": 6.510298728942871, "eval_runtime": 1.9686, "eval_samples_per_second": 507.978, "eval_steps_per_second": 63.497, "step": 190 }, { "epoch": 1.6, "learning_rate": 2.3333333333333336e-05, "loss": 6.4792, "step": 200 }, { "epoch": 1.6, "eval_loss": 6.493106365203857, "eval_runtime": 1.8922, "eval_samples_per_second": 528.475, "eval_steps_per_second": 66.059, "step": 200 }, { "epoch": 1.68, "learning_rate": 2.2000000000000003e-05, "loss": 6.5203, "step": 210 }, { "epoch": 1.68, "eval_loss": 6.469159126281738, "eval_runtime": 2.0323, "eval_samples_per_second": 492.062, "eval_steps_per_second": 61.508, "step": 210 }, { "epoch": 1.76, "learning_rate": 2.0666666666666666e-05, "loss": 6.6041, "step": 220 }, { "epoch": 1.76, "eval_loss": 6.450395107269287, "eval_runtime": 3.3679, "eval_samples_per_second": 296.917, "eval_steps_per_second": 37.115, "step": 220 }, { "epoch": 1.84, "learning_rate": 1.9333333333333333e-05, "loss": 6.646, "step": 230 }, { "epoch": 1.84, "eval_loss": 6.437198638916016, "eval_runtime": 2.0292, "eval_samples_per_second": 492.807, "eval_steps_per_second": 61.601, "step": 230 }, { "epoch": 1.92, "learning_rate": 1.8e-05, "loss": 6.5665, "step": 240 }, { "epoch": 1.92, "eval_loss": 6.420088768005371, "eval_runtime": 2.0424, "eval_samples_per_second": 489.62, "eval_steps_per_second": 61.202, "step": 240 }, { "epoch": 2.0, "learning_rate": 1.6666666666666667e-05, "loss": 6.6006, "step": 250 }, { "epoch": 2.0, "eval_loss": 6.402657508850098, "eval_runtime": 1.8829, "eval_samples_per_second": 531.107, "eval_steps_per_second": 66.388, "step": 250 } ], "logging_steps": 10, "max_steps": 375, "num_train_epochs": 3, "save_steps": 10, "total_flos": 29623007232000.0, "trial_name": null, "trial_params": null }