| { | |
| "best_metric": null, | |
| "best_model_checkpoint": null, | |
| "epoch": 3.0, | |
| "eval_steps": 500, | |
| "global_step": 63, | |
| "is_hyper_param_search": false, | |
| "is_local_process_zero": true, | |
| "is_world_process_zero": true, | |
| "log_history": [ | |
| { | |
| "epoch": 0.047619047619047616, | |
| "grad_norm": 2.8511476516723633, | |
| "learning_rate": 2.8571428571428573e-06, | |
| "loss": 1.0485, | |
| "step": 1 | |
| }, | |
| { | |
| "epoch": 0.09523809523809523, | |
| "grad_norm": 2.6251747608184814, | |
| "learning_rate": 5.7142857142857145e-06, | |
| "loss": 1.0247, | |
| "step": 2 | |
| }, | |
| { | |
| "epoch": 0.14285714285714285, | |
| "grad_norm": 2.595073699951172, | |
| "learning_rate": 8.571428571428571e-06, | |
| "loss": 1.0005, | |
| "step": 3 | |
| }, | |
| { | |
| "epoch": 0.19047619047619047, | |
| "grad_norm": 2.1916372776031494, | |
| "learning_rate": 1.1428571428571429e-05, | |
| "loss": 0.9607, | |
| "step": 4 | |
| }, | |
| { | |
| "epoch": 0.23809523809523808, | |
| "grad_norm": 1.1861807107925415, | |
| "learning_rate": 1.4285714285714287e-05, | |
| "loss": 0.9474, | |
| "step": 5 | |
| }, | |
| { | |
| "epoch": 0.2857142857142857, | |
| "grad_norm": 1.0186238288879395, | |
| "learning_rate": 1.7142857142857142e-05, | |
| "loss": 0.9091, | |
| "step": 6 | |
| }, | |
| { | |
| "epoch": 0.3333333333333333, | |
| "grad_norm": 1.270335078239441, | |
| "learning_rate": 2e-05, | |
| "loss": 0.9359, | |
| "step": 7 | |
| }, | |
| { | |
| "epoch": 0.38095238095238093, | |
| "grad_norm": 1.0229175090789795, | |
| "learning_rate": 1.998426815017817e-05, | |
| "loss": 0.9072, | |
| "step": 8 | |
| }, | |
| { | |
| "epoch": 0.42857142857142855, | |
| "grad_norm": 0.9742695093154907, | |
| "learning_rate": 1.9937122098932428e-05, | |
| "loss": 0.9051, | |
| "step": 9 | |
| }, | |
| { | |
| "epoch": 0.47619047619047616, | |
| "grad_norm": 0.7967286109924316, | |
| "learning_rate": 1.985871018518236e-05, | |
| "loss": 0.8882, | |
| "step": 10 | |
| }, | |
| { | |
| "epoch": 0.5238095238095238, | |
| "grad_norm": 0.759879469871521, | |
| "learning_rate": 1.9749279121818235e-05, | |
| "loss": 0.894, | |
| "step": 11 | |
| }, | |
| { | |
| "epoch": 0.5714285714285714, | |
| "grad_norm": 0.6994519829750061, | |
| "learning_rate": 1.9609173219450998e-05, | |
| "loss": 0.8808, | |
| "step": 12 | |
| }, | |
| { | |
| "epoch": 0.6190476190476191, | |
| "grad_norm": 0.7012657523155212, | |
| "learning_rate": 1.9438833303083677e-05, | |
| "loss": 0.8738, | |
| "step": 13 | |
| }, | |
| { | |
| "epoch": 0.6666666666666666, | |
| "grad_norm": 0.7178092002868652, | |
| "learning_rate": 1.9238795325112867e-05, | |
| "loss": 0.9113, | |
| "step": 14 | |
| }, | |
| { | |
| "epoch": 0.7142857142857143, | |
| "grad_norm": 0.6520066261291504, | |
| "learning_rate": 1.900968867902419e-05, | |
| "loss": 0.8581, | |
| "step": 15 | |
| }, | |
| { | |
| "epoch": 0.7619047619047619, | |
| "grad_norm": 0.6900270581245422, | |
| "learning_rate": 1.8752234219087538e-05, | |
| "loss": 0.8969, | |
| "step": 16 | |
| }, | |
| { | |
| "epoch": 0.8095238095238095, | |
| "grad_norm": 0.6860277056694031, | |
| "learning_rate": 1.8467241992282842e-05, | |
| "loss": 0.906, | |
| "step": 17 | |
| }, | |
| { | |
| "epoch": 0.8571428571428571, | |
| "grad_norm": 0.6491706371307373, | |
| "learning_rate": 1.8155608689592604e-05, | |
| "loss": 0.8859, | |
| "step": 18 | |
| }, | |
| { | |
| "epoch": 0.9047619047619048, | |
| "grad_norm": 0.6634758710861206, | |
| "learning_rate": 1.78183148246803e-05, | |
| "loss": 0.8931, | |
| "step": 19 | |
| }, | |
| { | |
| "epoch": 0.9523809523809523, | |
| "grad_norm": 0.6383916139602661, | |
| "learning_rate": 1.7456421648831658e-05, | |
| "loss": 0.8946, | |
| "step": 20 | |
| }, | |
| { | |
| "epoch": 1.0, | |
| "grad_norm": 0.7505225539207458, | |
| "learning_rate": 1.7071067811865477e-05, | |
| "loss": 0.8441, | |
| "step": 21 | |
| }, | |
| { | |
| "epoch": 1.0476190476190477, | |
| "grad_norm": 0.9270818829536438, | |
| "learning_rate": 1.6663465779520042e-05, | |
| "loss": 0.6841, | |
| "step": 22 | |
| }, | |
| { | |
| "epoch": 1.0952380952380953, | |
| "grad_norm": 0.9149900674819946, | |
| "learning_rate": 1.6234898018587336e-05, | |
| "loss": 0.6804, | |
| "step": 23 | |
| }, | |
| { | |
| "epoch": 1.1428571428571428, | |
| "grad_norm": 0.8434793949127197, | |
| "learning_rate": 1.578671296179806e-05, | |
| "loss": 0.6712, | |
| "step": 24 | |
| }, | |
| { | |
| "epoch": 1.1904761904761905, | |
| "grad_norm": 0.8060764670372009, | |
| "learning_rate": 1.5320320765153367e-05, | |
| "loss": 0.6592, | |
| "step": 25 | |
| }, | |
| { | |
| "epoch": 1.2380952380952381, | |
| "grad_norm": 0.8197386264801025, | |
| "learning_rate": 1.4837188871052399e-05, | |
| "loss": 0.6547, | |
| "step": 26 | |
| }, | |
| { | |
| "epoch": 1.2857142857142856, | |
| "grad_norm": 0.7730692625045776, | |
| "learning_rate": 1.4338837391175582e-05, | |
| "loss": 0.6555, | |
| "step": 27 | |
| }, | |
| { | |
| "epoch": 1.3333333333333333, | |
| "grad_norm": 0.7399494647979736, | |
| "learning_rate": 1.3826834323650899e-05, | |
| "loss": 0.6326, | |
| "step": 28 | |
| }, | |
| { | |
| "epoch": 1.380952380952381, | |
| "grad_norm": 0.7800103425979614, | |
| "learning_rate": 1.3302790619551673e-05, | |
| "loss": 0.6659, | |
| "step": 29 | |
| }, | |
| { | |
| "epoch": 1.4285714285714286, | |
| "grad_norm": 0.6559262871742249, | |
| "learning_rate": 1.2768355114248493e-05, | |
| "loss": 0.6172, | |
| "step": 30 | |
| }, | |
| { | |
| "epoch": 1.4761904761904763, | |
| "grad_norm": 0.7337315678596497, | |
| "learning_rate": 1.2225209339563144e-05, | |
| "loss": 0.6394, | |
| "step": 31 | |
| }, | |
| { | |
| "epoch": 1.5238095238095237, | |
| "grad_norm": 0.6704586744308472, | |
| "learning_rate": 1.1675062233047365e-05, | |
| "loss": 0.6278, | |
| "step": 32 | |
| }, | |
| { | |
| "epoch": 1.5714285714285714, | |
| "grad_norm": 0.6687719225883484, | |
| "learning_rate": 1.1119644761033079e-05, | |
| "loss": 0.6447, | |
| "step": 33 | |
| }, | |
| { | |
| "epoch": 1.619047619047619, | |
| "grad_norm": 0.674872100353241, | |
| "learning_rate": 1.0560704472371919e-05, | |
| "loss": 0.6293, | |
| "step": 34 | |
| }, | |
| { | |
| "epoch": 1.6666666666666665, | |
| "grad_norm": 0.63092041015625, | |
| "learning_rate": 1e-05, | |
| "loss": 0.6135, | |
| "step": 35 | |
| }, | |
| { | |
| "epoch": 1.7142857142857144, | |
| "grad_norm": 0.6361706256866455, | |
| "learning_rate": 9.439295527628083e-06, | |
| "loss": 0.5951, | |
| "step": 36 | |
| }, | |
| { | |
| "epoch": 1.7619047619047619, | |
| "grad_norm": 0.6201922297477722, | |
| "learning_rate": 8.880355238966923e-06, | |
| "loss": 0.6291, | |
| "step": 37 | |
| }, | |
| { | |
| "epoch": 1.8095238095238095, | |
| "grad_norm": 0.6166723370552063, | |
| "learning_rate": 8.324937766952638e-06, | |
| "loss": 0.6515, | |
| "step": 38 | |
| }, | |
| { | |
| "epoch": 1.8571428571428572, | |
| "grad_norm": 0.6040306687355042, | |
| "learning_rate": 7.774790660436857e-06, | |
| "loss": 0.6229, | |
| "step": 39 | |
| }, | |
| { | |
| "epoch": 1.9047619047619047, | |
| "grad_norm": 0.5973318815231323, | |
| "learning_rate": 7.2316448857515076e-06, | |
| "loss": 0.634, | |
| "step": 40 | |
| }, | |
| { | |
| "epoch": 1.9523809523809523, | |
| "grad_norm": 0.6414107084274292, | |
| "learning_rate": 6.697209380448333e-06, | |
| "loss": 0.6351, | |
| "step": 41 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "grad_norm": 0.7759326696395874, | |
| "learning_rate": 6.173165676349103e-06, | |
| "loss": 0.5002, | |
| "step": 42 | |
| }, | |
| { | |
| "epoch": 2.0476190476190474, | |
| "grad_norm": 0.9337152242660522, | |
| "learning_rate": 5.66116260882442e-06, | |
| "loss": 0.4895, | |
| "step": 43 | |
| }, | |
| { | |
| "epoch": 2.0952380952380953, | |
| "grad_norm": 0.6880698204040527, | |
| "learning_rate": 5.1628111289476025e-06, | |
| "loss": 0.4941, | |
| "step": 44 | |
| }, | |
| { | |
| "epoch": 2.142857142857143, | |
| "grad_norm": 0.7491559386253357, | |
| "learning_rate": 4.679679234846636e-06, | |
| "loss": 0.4848, | |
| "step": 45 | |
| }, | |
| { | |
| "epoch": 2.1904761904761907, | |
| "grad_norm": 0.9208627939224243, | |
| "learning_rate": 4.213287038201943e-06, | |
| "loss": 0.4795, | |
| "step": 46 | |
| }, | |
| { | |
| "epoch": 2.238095238095238, | |
| "grad_norm": 0.8678593039512634, | |
| "learning_rate": 3.7651019814126656e-06, | |
| "loss": 0.4889, | |
| "step": 47 | |
| }, | |
| { | |
| "epoch": 2.2857142857142856, | |
| "grad_norm": 0.680047869682312, | |
| "learning_rate": 3.3365342204799613e-06, | |
| "loss": 0.4689, | |
| "step": 48 | |
| }, | |
| { | |
| "epoch": 2.3333333333333335, | |
| "grad_norm": 0.6818625926971436, | |
| "learning_rate": 2.9289321881345257e-06, | |
| "loss": 0.4845, | |
| "step": 49 | |
| }, | |
| { | |
| "epoch": 2.380952380952381, | |
| "grad_norm": 0.691443145275116, | |
| "learning_rate": 2.5435783511683444e-06, | |
| "loss": 0.4718, | |
| "step": 50 | |
| }, | |
| { | |
| "epoch": 2.4285714285714284, | |
| "grad_norm": 0.6897311806678772, | |
| "learning_rate": 2.1816851753197023e-06, | |
| "loss": 0.4781, | |
| "step": 51 | |
| }, | |
| { | |
| "epoch": 2.4761904761904763, | |
| "grad_norm": 0.6840229034423828, | |
| "learning_rate": 1.8443913104073984e-06, | |
| "loss": 0.459, | |
| "step": 52 | |
| }, | |
| { | |
| "epoch": 2.5238095238095237, | |
| "grad_norm": 0.6606849431991577, | |
| "learning_rate": 1.5327580077171589e-06, | |
| "loss": 0.4772, | |
| "step": 53 | |
| }, | |
| { | |
| "epoch": 2.571428571428571, | |
| "grad_norm": 0.6099680066108704, | |
| "learning_rate": 1.2477657809124632e-06, | |
| "loss": 0.4674, | |
| "step": 54 | |
| }, | |
| { | |
| "epoch": 2.619047619047619, | |
| "grad_norm": 0.6196358799934387, | |
| "learning_rate": 9.903113209758098e-07, | |
| "loss": 0.4697, | |
| "step": 55 | |
| }, | |
| { | |
| "epoch": 2.6666666666666665, | |
| "grad_norm": 0.6188323497772217, | |
| "learning_rate": 7.612046748871327e-07, | |
| "loss": 0.4661, | |
| "step": 56 | |
| }, | |
| { | |
| "epoch": 2.7142857142857144, | |
| "grad_norm": 0.5998156070709229, | |
| "learning_rate": 5.611666969163243e-07, | |
| "loss": 0.4517, | |
| "step": 57 | |
| }, | |
| { | |
| "epoch": 2.761904761904762, | |
| "grad_norm": 0.6303263902664185, | |
| "learning_rate": 3.908267805490051e-07, | |
| "loss": 0.4688, | |
| "step": 58 | |
| }, | |
| { | |
| "epoch": 2.8095238095238093, | |
| "grad_norm": 0.61989825963974, | |
| "learning_rate": 2.507208781817638e-07, | |
| "loss": 0.4674, | |
| "step": 59 | |
| }, | |
| { | |
| "epoch": 2.857142857142857, | |
| "grad_norm": 0.639975905418396, | |
| "learning_rate": 1.4128981481764115e-07, | |
| "loss": 0.4591, | |
| "step": 60 | |
| }, | |
| { | |
| "epoch": 2.9047619047619047, | |
| "grad_norm": 0.6036660671234131, | |
| "learning_rate": 6.287790106757396e-08, | |
| "loss": 0.4704, | |
| "step": 61 | |
| }, | |
| { | |
| "epoch": 2.9523809523809526, | |
| "grad_norm": 0.6197323203086853, | |
| "learning_rate": 1.5731849821833955e-08, | |
| "loss": 0.4716, | |
| "step": 62 | |
| }, | |
| { | |
| "epoch": 3.0, | |
| "grad_norm": 0.6455105543136597, | |
| "learning_rate": 0.0, | |
| "loss": 0.4279, | |
| "step": 63 | |
| }, | |
| { | |
| "epoch": 3.0, | |
| "step": 63, | |
| "total_flos": 3.895140077000458e+17, | |
| "train_loss": 0.674688827896875, | |
| "train_runtime": 982.3694, | |
| "train_samples_per_second": 15.88, | |
| "train_steps_per_second": 0.064 | |
| } | |
| ], | |
| "logging_steps": 1, | |
| "max_steps": 63, | |
| "num_input_tokens_seen": 0, | |
| "num_train_epochs": 3, | |
| "save_steps": 0, | |
| "stateful_callbacks": { | |
| "TrainerControl": { | |
| "args": { | |
| "should_epoch_stop": false, | |
| "should_evaluate": false, | |
| "should_log": false, | |
| "should_save": true, | |
| "should_training_stop": true | |
| }, | |
| "attributes": {} | |
| } | |
| }, | |
| "total_flos": 3.895140077000458e+17, | |
| "train_batch_size": 64, | |
| "trial_name": null, | |
| "trial_params": null | |
| } | |