| { | |
| "best_global_step": 4098, | |
| "best_metric": 0.6050512445095169, | |
| "best_model_checkpoint": "./saved_models/starcoder2-1b/checkpoint-4098", | |
| "epoch": 3.0, | |
| "eval_steps": 500, | |
| "global_step": 4098, | |
| "is_hyper_param_search": false, | |
| "is_local_process_zero": true, | |
| "is_world_process_zero": true, | |
| "log_history": [ | |
| { | |
| "epoch": 0.07321314175894574, | |
| "grad_norm": 6272.0, | |
| "learning_rate": 2.4146341463414637e-06, | |
| "loss": 20.953, | |
| "step": 100 | |
| }, | |
| { | |
| "epoch": 0.14642628351789147, | |
| "grad_norm": 1464.0, | |
| "learning_rate": 4.853658536585366e-06, | |
| "loss": 15.9012, | |
| "step": 200 | |
| }, | |
| { | |
| "epoch": 0.2196394252768372, | |
| "grad_norm": 1408.0, | |
| "learning_rate": 7.292682926829269e-06, | |
| "loss": 11.7032, | |
| "step": 300 | |
| }, | |
| { | |
| "epoch": 0.29285256703578294, | |
| "grad_norm": 820.0, | |
| "learning_rate": 9.731707317073171e-06, | |
| "loss": 8.3928, | |
| "step": 400 | |
| }, | |
| { | |
| "epoch": 0.36606570879472866, | |
| "grad_norm": 776.0, | |
| "learning_rate": 9.758676789587853e-06, | |
| "loss": 7.3384, | |
| "step": 500 | |
| }, | |
| { | |
| "epoch": 0.4392788505536744, | |
| "grad_norm": 328.0, | |
| "learning_rate": 9.487527114967463e-06, | |
| "loss": 6.3891, | |
| "step": 600 | |
| }, | |
| { | |
| "epoch": 0.5124919923126201, | |
| "grad_norm": 264.0, | |
| "learning_rate": 9.216377440347072e-06, | |
| "loss": 6.458, | |
| "step": 700 | |
| }, | |
| { | |
| "epoch": 0.5857051340715659, | |
| "grad_norm": 207.0, | |
| "learning_rate": 8.945227765726682e-06, | |
| "loss": 6.1615, | |
| "step": 800 | |
| }, | |
| { | |
| "epoch": 0.6589182758305115, | |
| "grad_norm": 147.0, | |
| "learning_rate": 8.674078091106292e-06, | |
| "loss": 6.2411, | |
| "step": 900 | |
| }, | |
| { | |
| "epoch": 0.7321314175894573, | |
| "grad_norm": 166.0, | |
| "learning_rate": 8.4029284164859e-06, | |
| "loss": 5.9795, | |
| "step": 1000 | |
| }, | |
| { | |
| "epoch": 0.805344559348403, | |
| "grad_norm": 217.0, | |
| "learning_rate": 8.13177874186551e-06, | |
| "loss": 6.283, | |
| "step": 1100 | |
| }, | |
| { | |
| "epoch": 0.8785577011073488, | |
| "grad_norm": 442.0, | |
| "learning_rate": 7.86062906724512e-06, | |
| "loss": 5.8614, | |
| "step": 1200 | |
| }, | |
| { | |
| "epoch": 0.9517708428662945, | |
| "grad_norm": 328.0, | |
| "learning_rate": 7.589479392624729e-06, | |
| "loss": 5.8366, | |
| "step": 1300 | |
| }, | |
| { | |
| "epoch": 1.0, | |
| "eval_accuracy": 0.5768667642752562, | |
| "eval_loss": 0.6696338653564453, | |
| "eval_runtime": 29.2163, | |
| "eval_samples_per_second": 93.509, | |
| "eval_steps_per_second": 11.706, | |
| "step": 1366 | |
| }, | |
| { | |
| "epoch": 1.0248924681980416, | |
| "grad_norm": 286.0, | |
| "learning_rate": 7.318329718004339e-06, | |
| "loss": 5.8651, | |
| "step": 1400 | |
| }, | |
| { | |
| "epoch": 1.0981056099569872, | |
| "grad_norm": 172.0, | |
| "learning_rate": 7.047180043383949e-06, | |
| "loss": 5.7271, | |
| "step": 1500 | |
| }, | |
| { | |
| "epoch": 1.171318751715933, | |
| "grad_norm": 302.0, | |
| "learning_rate": 6.776030368763558e-06, | |
| "loss": 5.7241, | |
| "step": 1600 | |
| }, | |
| { | |
| "epoch": 1.2445318934748788, | |
| "grad_norm": 236.0, | |
| "learning_rate": 6.504880694143168e-06, | |
| "loss": 5.8987, | |
| "step": 1700 | |
| }, | |
| { | |
| "epoch": 1.3177450352338245, | |
| "grad_norm": 152.0, | |
| "learning_rate": 6.233731019522777e-06, | |
| "loss": 5.6734, | |
| "step": 1800 | |
| }, | |
| { | |
| "epoch": 1.3909581769927701, | |
| "grad_norm": 144.0, | |
| "learning_rate": 5.962581344902386e-06, | |
| "loss": 5.6935, | |
| "step": 1900 | |
| }, | |
| { | |
| "epoch": 1.464171318751716, | |
| "grad_norm": 180.0, | |
| "learning_rate": 5.691431670281996e-06, | |
| "loss": 5.6752, | |
| "step": 2000 | |
| }, | |
| { | |
| "epoch": 1.5373844605106617, | |
| "grad_norm": 398.0, | |
| "learning_rate": 5.420281995661606e-06, | |
| "loss": 5.5941, | |
| "step": 2100 | |
| }, | |
| { | |
| "epoch": 1.6105976022696074, | |
| "grad_norm": 172.0, | |
| "learning_rate": 5.149132321041215e-06, | |
| "loss": 5.7496, | |
| "step": 2200 | |
| }, | |
| { | |
| "epoch": 1.6838107440285532, | |
| "grad_norm": 225.0, | |
| "learning_rate": 4.877982646420824e-06, | |
| "loss": 5.6826, | |
| "step": 2300 | |
| }, | |
| { | |
| "epoch": 1.757023885787499, | |
| "grad_norm": 402.0, | |
| "learning_rate": 4.606832971800434e-06, | |
| "loss": 5.6096, | |
| "step": 2400 | |
| }, | |
| { | |
| "epoch": 1.8302370275464446, | |
| "grad_norm": 396.0, | |
| "learning_rate": 4.335683297180044e-06, | |
| "loss": 5.7266, | |
| "step": 2500 | |
| }, | |
| { | |
| "epoch": 1.9034501693053905, | |
| "grad_norm": 160.0, | |
| "learning_rate": 4.064533622559653e-06, | |
| "loss": 5.6795, | |
| "step": 2600 | |
| }, | |
| { | |
| "epoch": 1.976663311064336, | |
| "grad_norm": 188.0, | |
| "learning_rate": 3.7933839479392624e-06, | |
| "loss": 5.5912, | |
| "step": 2700 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "eval_accuracy": 0.5955344070278185, | |
| "eval_loss": 0.671582818031311, | |
| "eval_runtime": 29.3299, | |
| "eval_samples_per_second": 93.147, | |
| "eval_steps_per_second": 11.66, | |
| "step": 2732 | |
| }, | |
| { | |
| "epoch": 2.049784936396083, | |
| "grad_norm": 177.0, | |
| "learning_rate": 3.5222342733188724e-06, | |
| "loss": 5.5596, | |
| "step": 2800 | |
| }, | |
| { | |
| "epoch": 2.122998078155029, | |
| "grad_norm": 398.0, | |
| "learning_rate": 3.251084598698482e-06, | |
| "loss": 5.6186, | |
| "step": 2900 | |
| }, | |
| { | |
| "epoch": 2.1962112199139745, | |
| "grad_norm": 227.0, | |
| "learning_rate": 2.979934924078091e-06, | |
| "loss": 5.5111, | |
| "step": 3000 | |
| }, | |
| { | |
| "epoch": 2.2694243616729204, | |
| "grad_norm": 236.0, | |
| "learning_rate": 2.708785249457701e-06, | |
| "loss": 5.5668, | |
| "step": 3100 | |
| }, | |
| { | |
| "epoch": 2.342637503431866, | |
| "grad_norm": 105.0, | |
| "learning_rate": 2.4376355748373105e-06, | |
| "loss": 5.4987, | |
| "step": 3200 | |
| }, | |
| { | |
| "epoch": 2.4158506451908117, | |
| "grad_norm": 195.0, | |
| "learning_rate": 2.16648590021692e-06, | |
| "loss": 5.5228, | |
| "step": 3300 | |
| }, | |
| { | |
| "epoch": 2.4890637869497576, | |
| "grad_norm": 194.0, | |
| "learning_rate": 1.8953362255965294e-06, | |
| "loss": 5.5394, | |
| "step": 3400 | |
| }, | |
| { | |
| "epoch": 2.562276928708703, | |
| "grad_norm": 185.0, | |
| "learning_rate": 1.624186550976139e-06, | |
| "loss": 5.5566, | |
| "step": 3500 | |
| }, | |
| { | |
| "epoch": 2.635490070467649, | |
| "grad_norm": 260.0, | |
| "learning_rate": 1.3530368763557487e-06, | |
| "loss": 5.6079, | |
| "step": 3600 | |
| }, | |
| { | |
| "epoch": 2.708703212226595, | |
| "grad_norm": 168.0, | |
| "learning_rate": 1.081887201735358e-06, | |
| "loss": 5.63, | |
| "step": 3700 | |
| }, | |
| { | |
| "epoch": 2.7819163539855403, | |
| "grad_norm": 171.0, | |
| "learning_rate": 8.107375271149676e-07, | |
| "loss": 5.5637, | |
| "step": 3800 | |
| }, | |
| { | |
| "epoch": 2.855129495744486, | |
| "grad_norm": 151.0, | |
| "learning_rate": 5.39587852494577e-07, | |
| "loss": 5.4782, | |
| "step": 3900 | |
| }, | |
| { | |
| "epoch": 2.928342637503432, | |
| "grad_norm": 184.0, | |
| "learning_rate": 2.6843817787418654e-07, | |
| "loss": 5.5504, | |
| "step": 4000 | |
| }, | |
| { | |
| "epoch": 3.0, | |
| "eval_accuracy": 0.6050512445095169, | |
| "eval_loss": 0.6602969765663147, | |
| "eval_runtime": 29.1681, | |
| "eval_samples_per_second": 93.664, | |
| "eval_steps_per_second": 11.725, | |
| "step": 4098 | |
| } | |
| ], | |
| "logging_steps": 100, | |
| "max_steps": 4098, | |
| "num_input_tokens_seen": 0, | |
| "num_train_epochs": 3, | |
| "save_steps": 500, | |
| "stateful_callbacks": { | |
| "TrainerControl": { | |
| "args": { | |
| "should_epoch_stop": false, | |
| "should_evaluate": false, | |
| "should_log": false, | |
| "should_save": true, | |
| "should_training_stop": true | |
| }, | |
| "attributes": {} | |
| } | |
| }, | |
| "total_flos": 2.899631267339305e+17, | |
| "train_batch_size": 2, | |
| "trial_name": null, | |
| "trial_params": null | |
| } | |