{ "best_metric": 0.29931360483169556, "best_model_checkpoint": "miner_id_24/checkpoint-50", "epoch": 0.2466091245376079, "eval_steps": 25, "global_step": 50, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.004932182490752158, "grad_norm": 1.8534983396530151, "learning_rate": 5e-05, "loss": 1.1438, "step": 1 }, { "epoch": 0.004932182490752158, "eval_loss": 1.414349913597107, "eval_runtime": 20.7051, "eval_samples_per_second": 65.974, "eval_steps_per_second": 8.259, "step": 1 }, { "epoch": 0.009864364981504316, "grad_norm": 1.8421441316604614, "learning_rate": 0.0001, "loss": 1.1763, "step": 2 }, { "epoch": 0.014796547472256474, "grad_norm": 1.5805590152740479, "learning_rate": 9.989294616193017e-05, "loss": 1.1488, "step": 3 }, { "epoch": 0.01972872996300863, "grad_norm": 1.2270656824111938, "learning_rate": 9.957224306869053e-05, "loss": 0.9757, "step": 4 }, { "epoch": 0.02466091245376079, "grad_norm": 1.2160286903381348, "learning_rate": 9.903926402016153e-05, "loss": 0.8759, "step": 5 }, { "epoch": 0.029593094944512947, "grad_norm": 1.2084640264511108, "learning_rate": 9.829629131445342e-05, "loss": 0.7989, "step": 6 }, { "epoch": 0.0345252774352651, "grad_norm": 1.0644646883010864, "learning_rate": 9.73465064747553e-05, "loss": 0.7208, "step": 7 }, { "epoch": 0.03945745992601726, "grad_norm": 1.1075224876403809, "learning_rate": 9.619397662556435e-05, "loss": 0.6503, "step": 8 }, { "epoch": 0.04438964241676942, "grad_norm": 1.0241856575012207, "learning_rate": 9.484363707663442e-05, "loss": 0.604, "step": 9 }, { "epoch": 0.04932182490752158, "grad_norm": 1.1344308853149414, "learning_rate": 9.330127018922194e-05, "loss": 0.5534, "step": 10 }, { "epoch": 0.05425400739827373, "grad_norm": 1.2645190954208374, "learning_rate": 9.157348061512727e-05, "loss": 0.5682, "step": 11 }, { "epoch": 0.059186189889025895, "grad_norm": 1.148837685585022, "learning_rate": 8.966766701456177e-05, "loss": 0.5713, "step": 12 }, { "epoch": 0.06411837237977805, "grad_norm": 1.8091137409210205, "learning_rate": 8.759199037394887e-05, "loss": 0.3916, "step": 13 }, { "epoch": 0.0690505548705302, "grad_norm": 1.0642383098602295, "learning_rate": 8.535533905932738e-05, "loss": 0.3792, "step": 14 }, { "epoch": 0.07398273736128237, "grad_norm": 0.8615063428878784, "learning_rate": 8.296729075500344e-05, "loss": 0.3716, "step": 15 }, { "epoch": 0.07891491985203453, "grad_norm": 0.7969047427177429, "learning_rate": 8.043807145043604e-05, "loss": 0.3794, "step": 16 }, { "epoch": 0.08384710234278668, "grad_norm": 0.6164565682411194, "learning_rate": 7.777851165098012e-05, "loss": 0.3569, "step": 17 }, { "epoch": 0.08877928483353884, "grad_norm": 0.545974850654602, "learning_rate": 7.500000000000001e-05, "loss": 0.3355, "step": 18 }, { "epoch": 0.093711467324291, "grad_norm": 0.604865312576294, "learning_rate": 7.211443451095007e-05, "loss": 0.364, "step": 19 }, { "epoch": 0.09864364981504316, "grad_norm": 0.4479445517063141, "learning_rate": 6.91341716182545e-05, "loss": 0.3048, "step": 20 }, { "epoch": 0.10357583230579531, "grad_norm": 0.47299858927726746, "learning_rate": 6.607197326515808e-05, "loss": 0.3388, "step": 21 }, { "epoch": 0.10850801479654747, "grad_norm": 0.6112440228462219, "learning_rate": 6.294095225512603e-05, "loss": 0.3445, "step": 22 }, { "epoch": 0.11344019728729964, "grad_norm": 0.5682258605957031, "learning_rate": 5.9754516100806423e-05, "loss": 0.3287, "step": 23 }, { "epoch": 0.11837237977805179, "grad_norm": 0.6382001638412476, "learning_rate": 5.6526309611002594e-05, "loss": 0.4193, "step": 24 }, { "epoch": 0.12330456226880394, "grad_norm": 0.9506509304046631, "learning_rate": 5.327015646150716e-05, "loss": 0.3309, "step": 25 }, { "epoch": 0.12330456226880394, "eval_loss": 0.3264453411102295, "eval_runtime": 20.7046, "eval_samples_per_second": 65.976, "eval_steps_per_second": 8.259, "step": 25 }, { "epoch": 0.1282367447595561, "grad_norm": 0.9833061099052429, "learning_rate": 5e-05, "loss": 0.2972, "step": 26 }, { "epoch": 0.13316892725030827, "grad_norm": 0.5445727109909058, "learning_rate": 4.6729843538492847e-05, "loss": 0.3072, "step": 27 }, { "epoch": 0.1381011097410604, "grad_norm": 0.45085957646369934, "learning_rate": 4.347369038899744e-05, "loss": 0.3154, "step": 28 }, { "epoch": 0.14303329223181258, "grad_norm": 0.4187468886375427, "learning_rate": 4.0245483899193595e-05, "loss": 0.3152, "step": 29 }, { "epoch": 0.14796547472256474, "grad_norm": 0.530508816242218, "learning_rate": 3.705904774487396e-05, "loss": 0.2981, "step": 30 }, { "epoch": 0.15289765721331688, "grad_norm": 0.5742602348327637, "learning_rate": 3.392802673484193e-05, "loss": 0.3106, "step": 31 }, { "epoch": 0.15782983970406905, "grad_norm": 0.5346381068229675, "learning_rate": 3.086582838174551e-05, "loss": 0.3015, "step": 32 }, { "epoch": 0.16276202219482122, "grad_norm": 0.510138213634491, "learning_rate": 2.7885565489049946e-05, "loss": 0.2997, "step": 33 }, { "epoch": 0.16769420468557336, "grad_norm": 0.5187305212020874, "learning_rate": 2.500000000000001e-05, "loss": 0.2958, "step": 34 }, { "epoch": 0.17262638717632553, "grad_norm": 0.6758659482002258, "learning_rate": 2.2221488349019903e-05, "loss": 0.3302, "step": 35 }, { "epoch": 0.17755856966707767, "grad_norm": 0.64849853515625, "learning_rate": 1.9561928549563968e-05, "loss": 0.3236, "step": 36 }, { "epoch": 0.18249075215782984, "grad_norm": 1.5516417026519775, "learning_rate": 1.703270924499656e-05, "loss": 0.3867, "step": 37 }, { "epoch": 0.187422934648582, "grad_norm": 0.4901440739631653, "learning_rate": 1.4644660940672627e-05, "loss": 0.2712, "step": 38 }, { "epoch": 0.19235511713933415, "grad_norm": 0.6335827708244324, "learning_rate": 1.2408009626051137e-05, "loss": 0.2839, "step": 39 }, { "epoch": 0.19728729963008632, "grad_norm": 0.6401152610778809, "learning_rate": 1.0332332985438248e-05, "loss": 0.2847, "step": 40 }, { "epoch": 0.20221948212083848, "grad_norm": 0.8192377686500549, "learning_rate": 8.426519384872733e-06, "loss": 0.3056, "step": 41 }, { "epoch": 0.20715166461159062, "grad_norm": 0.6731242537498474, "learning_rate": 6.698729810778065e-06, "loss": 0.2911, "step": 42 }, { "epoch": 0.2120838471023428, "grad_norm": 0.5072233080863953, "learning_rate": 5.156362923365588e-06, "loss": 0.2869, "step": 43 }, { "epoch": 0.21701602959309493, "grad_norm": 0.5785501599311829, "learning_rate": 3.8060233744356633e-06, "loss": 0.3052, "step": 44 }, { "epoch": 0.2219482120838471, "grad_norm": 0.509354293346405, "learning_rate": 2.653493525244721e-06, "loss": 0.2929, "step": 45 }, { "epoch": 0.22688039457459927, "grad_norm": 0.45205190777778625, "learning_rate": 1.70370868554659e-06, "loss": 0.2788, "step": 46 }, { "epoch": 0.2318125770653514, "grad_norm": 0.5393781065940857, "learning_rate": 9.607359798384785e-07, "loss": 0.3092, "step": 47 }, { "epoch": 0.23674475955610358, "grad_norm": 0.41067972779273987, "learning_rate": 4.277569313094809e-07, "loss": 0.2925, "step": 48 }, { "epoch": 0.24167694204685575, "grad_norm": 0.4790079593658447, "learning_rate": 1.0705383806982606e-07, "loss": 0.374, "step": 49 }, { "epoch": 0.2466091245376079, "grad_norm": 0.3280869424343109, "learning_rate": 0.0, "loss": 0.2887, "step": 50 }, { "epoch": 0.2466091245376079, "eval_loss": 0.29931360483169556, "eval_runtime": 20.742, "eval_samples_per_second": 65.857, "eval_steps_per_second": 8.244, "step": 50 } ], "logging_steps": 1, "max_steps": 50, "num_input_tokens_seen": 0, "num_train_epochs": 1, "save_steps": 25, "stateful_callbacks": { "EarlyStoppingCallback": { "args": { "early_stopping_patience": 1, "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": 5.80081729709015e+16, "train_batch_size": 2, "trial_name": null, "trial_params": null }