{ "best_metric": 2.8452765941619873, "best_model_checkpoint": "/home/lily/nos6/bloom-adapt/exps_ru/bigscience/bloom-560m_ru_adpt_bitfit_original-frozen_100_000samples/checkpoint-25000", "epoch": 1.462073805485701, "global_step": 25000, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.03, "learning_rate": 9.8e-05, "loss": 2.9918, "step": 500 }, { "epoch": 0.06, "learning_rate": 9.6e-05, "loss": 2.9681, "step": 1000 }, { "epoch": 0.09, "learning_rate": 9.4e-05, "loss": 2.9368, "step": 1500 }, { "epoch": 0.12, "learning_rate": 9.200000000000001e-05, "loss": 2.931, "step": 2000 }, { "epoch": 0.15, "learning_rate": 9e-05, "loss": 2.9194, "step": 2500 }, { "epoch": 0.18, "learning_rate": 8.800000000000001e-05, "loss": 2.9168, "step": 3000 }, { "epoch": 0.2, "learning_rate": 8.6e-05, "loss": 2.8951, "step": 3500 }, { "epoch": 0.23, "learning_rate": 8.4e-05, "loss": 2.9015, "step": 4000 }, { "epoch": 0.26, "learning_rate": 8.2e-05, "loss": 2.9003, "step": 4500 }, { "epoch": 0.29, "learning_rate": 8e-05, "loss": 2.8895, "step": 5000 }, { "epoch": 0.29, "eval_loss": 2.894315719604492, "eval_runtime": 486.9085, "eval_samples_per_second": 13.666, "eval_steps_per_second": 3.417, "step": 5000 }, { "epoch": 0.32, "learning_rate": 7.800000000000001e-05, "loss": 2.8937, "step": 5500 }, { "epoch": 0.35, "learning_rate": 7.6e-05, "loss": 2.8911, "step": 6000 }, { "epoch": 0.38, "learning_rate": 7.4e-05, "loss": 2.8768, "step": 6500 }, { "epoch": 0.41, "learning_rate": 7.2e-05, "loss": 2.8774, "step": 7000 }, { "epoch": 0.44, "learning_rate": 7e-05, "loss": 2.8715, "step": 7500 }, { "epoch": 0.47, "learning_rate": 6.800000000000001e-05, "loss": 2.8745, "step": 8000 }, { "epoch": 0.5, "learning_rate": 6.6e-05, "loss": 2.8792, "step": 8500 }, { "epoch": 0.53, "learning_rate": 6.400000000000001e-05, "loss": 2.8693, "step": 9000 }, { "epoch": 0.56, "learning_rate": 6.2e-05, "loss": 2.87, "step": 9500 }, { "epoch": 0.58, "learning_rate": 6e-05, "loss": 2.8771, "step": 10000 }, { "epoch": 0.58, "eval_loss": 2.867130756378174, "eval_runtime": 486.8608, "eval_samples_per_second": 13.667, "eval_steps_per_second": 3.418, "step": 10000 }, { "epoch": 0.61, "learning_rate": 5.8e-05, "loss": 2.8562, "step": 10500 }, { "epoch": 0.64, "learning_rate": 5.6000000000000006e-05, "loss": 2.8606, "step": 11000 }, { "epoch": 0.67, "learning_rate": 5.4000000000000005e-05, "loss": 2.8588, "step": 11500 }, { "epoch": 0.7, "learning_rate": 5.2000000000000004e-05, "loss": 2.8581, "step": 12000 }, { "epoch": 0.73, "learning_rate": 5e-05, "loss": 2.8582, "step": 12500 }, { "epoch": 0.76, "learning_rate": 4.8e-05, "loss": 2.8497, "step": 13000 }, { "epoch": 0.79, "learning_rate": 4.600000000000001e-05, "loss": 2.8513, "step": 13500 }, { "epoch": 0.82, "learning_rate": 4.4000000000000006e-05, "loss": 2.8532, "step": 14000 }, { "epoch": 0.85, "learning_rate": 4.2e-05, "loss": 2.8454, "step": 14500 }, { "epoch": 0.88, "learning_rate": 4e-05, "loss": 2.8503, "step": 15000 }, { "epoch": 0.88, "eval_loss": 2.8542237281799316, "eval_runtime": 486.699, "eval_samples_per_second": 13.672, "eval_steps_per_second": 3.419, "step": 15000 }, { "epoch": 0.91, "learning_rate": 3.8e-05, "loss": 2.8453, "step": 15500 }, { "epoch": 0.94, "learning_rate": 3.6e-05, "loss": 2.8484, "step": 16000 }, { "epoch": 0.96, "learning_rate": 3.4000000000000007e-05, "loss": 2.8493, "step": 16500 }, { "epoch": 0.99, "learning_rate": 3.2000000000000005e-05, "loss": 2.8463, "step": 17000 }, { "epoch": 1.02, "learning_rate": 3e-05, "loss": 2.8497, "step": 17500 }, { "epoch": 1.05, "learning_rate": 2.8000000000000003e-05, "loss": 2.8495, "step": 18000 }, { "epoch": 1.08, "learning_rate": 2.6000000000000002e-05, "loss": 2.843, "step": 18500 }, { "epoch": 1.11, "learning_rate": 2.4e-05, "loss": 2.8444, "step": 19000 }, { "epoch": 1.14, "learning_rate": 2.2000000000000003e-05, "loss": 2.8414, "step": 19500 }, { "epoch": 1.17, "learning_rate": 2e-05, "loss": 2.8466, "step": 20000 }, { "epoch": 1.17, "eval_loss": 2.8475029468536377, "eval_runtime": 486.5545, "eval_samples_per_second": 13.676, "eval_steps_per_second": 3.42, "step": 20000 }, { "epoch": 1.2, "learning_rate": 1.8e-05, "loss": 2.8382, "step": 20500 }, { "epoch": 1.23, "learning_rate": 1.6000000000000003e-05, "loss": 2.8462, "step": 21000 }, { "epoch": 1.26, "learning_rate": 1.4000000000000001e-05, "loss": 2.8335, "step": 21500 }, { "epoch": 1.29, "learning_rate": 1.2e-05, "loss": 2.8463, "step": 22000 }, { "epoch": 1.32, "learning_rate": 1e-05, "loss": 2.8422, "step": 22500 }, { "epoch": 1.35, "learning_rate": 8.000000000000001e-06, "loss": 2.8335, "step": 23000 }, { "epoch": 1.37, "learning_rate": 6e-06, "loss": 2.8392, "step": 23500 }, { "epoch": 1.4, "learning_rate": 4.000000000000001e-06, "loss": 2.845, "step": 24000 }, { "epoch": 1.43, "learning_rate": 2.0000000000000003e-06, "loss": 2.852, "step": 24500 }, { "epoch": 1.46, "learning_rate": 0.0, "loss": 2.8489, "step": 25000 }, { "epoch": 1.46, "eval_loss": 2.8452765941619873, "eval_runtime": 486.7615, "eval_samples_per_second": 13.67, "eval_steps_per_second": 3.419, "step": 25000 }, { "epoch": 1.46, "step": 25000, "total_flos": 3.7147907956565606e+17, "train_loss": 2.869237265625, "train_runtime": 40762.5336, "train_samples_per_second": 4.906, "train_steps_per_second": 0.613 } ], "max_steps": 25000, "num_train_epochs": 2, "total_flos": 3.7147907956565606e+17, "trial_name": null, "trial_params": null }