| { | |
| "best_global_step": null, | |
| "best_metric": null, | |
| "best_model_checkpoint": null, | |
| "epoch": 5.0, | |
| "eval_steps": 100, | |
| "global_step": 450, | |
| "is_hyper_param_search": false, | |
| "is_local_process_zero": true, | |
| "is_world_process_zero": true, | |
| "log_history": [ | |
| { | |
| "epoch": 0.11196641007697691, | |
| "grad_norm": 11.058951343144956, | |
| "learning_rate": 4.000000000000001e-06, | |
| "loss": 2.2662, | |
| "step": 10 | |
| }, | |
| { | |
| "epoch": 0.22393282015395383, | |
| "grad_norm": 1.7729179977186644, | |
| "learning_rate": 8.444444444444446e-06, | |
| "loss": 0.4943, | |
| "step": 20 | |
| }, | |
| { | |
| "epoch": 0.3358992302309307, | |
| "grad_norm": 1.6356789772377058, | |
| "learning_rate": 1.288888888888889e-05, | |
| "loss": 0.3753, | |
| "step": 30 | |
| }, | |
| { | |
| "epoch": 0.44786564030790765, | |
| "grad_norm": 1.9288368362918538, | |
| "learning_rate": 1.7333333333333336e-05, | |
| "loss": 0.3318, | |
| "step": 40 | |
| }, | |
| { | |
| "epoch": 0.5598320503848845, | |
| "grad_norm": 2.1566394022983353, | |
| "learning_rate": 1.9995186678809513e-05, | |
| "loss": 0.3098, | |
| "step": 50 | |
| }, | |
| { | |
| "epoch": 0.6717984604618614, | |
| "grad_norm": 1.5733525386121412, | |
| "learning_rate": 1.9941090015469614e-05, | |
| "loss": 0.3035, | |
| "step": 60 | |
| }, | |
| { | |
| "epoch": 0.7837648705388384, | |
| "grad_norm": 2.021696511302677, | |
| "learning_rate": 1.9827206467064133e-05, | |
| "loss": 0.2911, | |
| "step": 70 | |
| }, | |
| { | |
| "epoch": 0.8957312806158153, | |
| "grad_norm": 1.64083514298774, | |
| "learning_rate": 1.9654220942653223e-05, | |
| "loss": 0.2698, | |
| "step": 80 | |
| }, | |
| { | |
| "epoch": 1.0, | |
| "grad_norm": 3.0755102694232246, | |
| "learning_rate": 1.9423173797534924e-05, | |
| "loss": 0.2482, | |
| "step": 90 | |
| }, | |
| { | |
| "epoch": 1.1119664100769768, | |
| "grad_norm": 1.5670039755125356, | |
| "learning_rate": 1.913545457642601e-05, | |
| "loss": 0.2389, | |
| "step": 100 | |
| }, | |
| { | |
| "epoch": 1.1119664100769768, | |
| "eval_loss": 0.2237260341644287, | |
| "eval_runtime": 285.655, | |
| "eval_samples_per_second": 12.641, | |
| "eval_steps_per_second": 3.161, | |
| "step": 100 | |
| }, | |
| { | |
| "epoch": 1.2239328201539539, | |
| "grad_norm": 1.6921808254512753, | |
| "learning_rate": 1.8792793656576544e-05, | |
| "loss": 0.2251, | |
| "step": 110 | |
| }, | |
| { | |
| "epoch": 1.3358992302309307, | |
| "grad_norm": 1.560558186606318, | |
| "learning_rate": 1.83972518410775e-05, | |
| "loss": 0.2189, | |
| "step": 120 | |
| }, | |
| { | |
| "epoch": 1.4478656403079078, | |
| "grad_norm": 0.9394291704068763, | |
| "learning_rate": 1.795120796494848e-05, | |
| "loss": 0.2067, | |
| "step": 130 | |
| }, | |
| { | |
| "epoch": 1.5598320503848844, | |
| "grad_norm": 2.1331931003653395, | |
| "learning_rate": 1.7457344588544018e-05, | |
| "loss": 0.1981, | |
| "step": 140 | |
| }, | |
| { | |
| "epoch": 1.6717984604618614, | |
| "grad_norm": 3.225673121051341, | |
| "learning_rate": 1.691863186431996e-05, | |
| "loss": 0.191, | |
| "step": 150 | |
| }, | |
| { | |
| "epoch": 1.7837648705388385, | |
| "grad_norm": 2.3207674712564423, | |
| "learning_rate": 1.63383096739871e-05, | |
| "loss": 0.1914, | |
| "step": 160 | |
| }, | |
| { | |
| "epoch": 1.8957312806158153, | |
| "grad_norm": 3.0836297952114196, | |
| "learning_rate": 1.5719868143481385e-05, | |
| "loss": 0.1903, | |
| "step": 170 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "grad_norm": 1.3852945821310907, | |
| "learning_rate": 1.5067026652935823e-05, | |
| "loss": 0.1863, | |
| "step": 180 | |
| }, | |
| { | |
| "epoch": 2.111966410076977, | |
| "grad_norm": 1.0589006786111632, | |
| "learning_rate": 1.4383711467890776e-05, | |
| "loss": 0.157, | |
| "step": 190 | |
| }, | |
| { | |
| "epoch": 2.2239328201539537, | |
| "grad_norm": 2.329498577605099, | |
| "learning_rate": 1.3674032126270982e-05, | |
| "loss": 0.153, | |
| "step": 200 | |
| }, | |
| { | |
| "epoch": 2.2239328201539537, | |
| "eval_loss": 0.16935566067695618, | |
| "eval_runtime": 288.0876, | |
| "eval_samples_per_second": 12.534, | |
| "eval_steps_per_second": 3.134, | |
| "step": 200 | |
| }, | |
| { | |
| "epoch": 2.3358992302309307, | |
| "grad_norm": 0.9868007174982117, | |
| "learning_rate": 1.2942256723140951e-05, | |
| "loss": 0.1498, | |
| "step": 210 | |
| }, | |
| { | |
| "epoch": 2.4478656403079078, | |
| "grad_norm": 1.5238457366552933, | |
| "learning_rate": 1.2192786241879033e-05, | |
| "loss": 0.153, | |
| "step": 220 | |
| }, | |
| { | |
| "epoch": 2.5598320503848844, | |
| "grad_norm": 0.8815985449709629, | |
| "learning_rate": 1.1430128086145542e-05, | |
| "loss": 0.1444, | |
| "step": 230 | |
| }, | |
| { | |
| "epoch": 2.6717984604618614, | |
| "grad_norm": 0.833209916798623, | |
| "learning_rate": 1.0658868971826785e-05, | |
| "loss": 0.1372, | |
| "step": 240 | |
| }, | |
| { | |
| "epoch": 2.7837648705388385, | |
| "grad_norm": 0.9924755156277105, | |
| "learning_rate": 9.883647341986032e-06, | |
| "loss": 0.1441, | |
| "step": 250 | |
| }, | |
| { | |
| "epoch": 2.8957312806158155, | |
| "grad_norm": 1.1970263328184974, | |
| "learning_rate": 9.109125470721141e-06, | |
| "loss": 0.1387, | |
| "step": 260 | |
| }, | |
| { | |
| "epoch": 3.0, | |
| "grad_norm": 1.2187008058516546, | |
| "learning_rate": 8.339961423699563e-06, | |
| "loss": 0.1345, | |
| "step": 270 | |
| }, | |
| { | |
| "epoch": 3.111966410076977, | |
| "grad_norm": 1.4965672421457854, | |
| "learning_rate": 7.580781044003324e-06, | |
| "loss": 0.097, | |
| "step": 280 | |
| }, | |
| { | |
| "epoch": 3.2239328201539537, | |
| "grad_norm": 0.8831475425499654, | |
| "learning_rate": 6.836150131764434e-06, | |
| "loss": 0.088, | |
| "step": 290 | |
| }, | |
| { | |
| "epoch": 3.3358992302309307, | |
| "grad_norm": 0.8879587999039772, | |
| "learning_rate": 6.110546984905661e-06, | |
| "loss": 0.0898, | |
| "step": 300 | |
| }, | |
| { | |
| "epoch": 3.3358992302309307, | |
| "eval_loss": 0.14970648288726807, | |
| "eval_runtime": 291.8612, | |
| "eval_samples_per_second": 12.372, | |
| "eval_steps_per_second": 3.094, | |
| "step": 300 | |
| }, | |
| { | |
| "epoch": 3.4478656403079078, | |
| "grad_norm": 0.8491949718471089, | |
| "learning_rate": 5.4083354661298816e-06, | |
| "loss": 0.0921, | |
| "step": 310 | |
| }, | |
| { | |
| "epoch": 3.5598320503848844, | |
| "grad_norm": 0.775153706173452, | |
| "learning_rate": 4.733738758136327e-06, | |
| "loss": 0.0875, | |
| "step": 320 | |
| }, | |
| { | |
| "epoch": 3.6717984604618614, | |
| "grad_norm": 1.1706382243625395, | |
| "learning_rate": 4.090813964902889e-06, | |
| "loss": 0.0887, | |
| "step": 330 | |
| }, | |
| { | |
| "epoch": 3.7837648705388385, | |
| "grad_norm": 1.0559855410310333, | |
| "learning_rate": 3.483427711785449e-06, | |
| "loss": 0.0858, | |
| "step": 340 | |
| }, | |
| { | |
| "epoch": 3.8957312806158155, | |
| "grad_norm": 1.308398909677759, | |
| "learning_rate": 2.9152328911780027e-06, | |
| "loss": 0.0852, | |
| "step": 350 | |
| }, | |
| { | |
| "epoch": 4.0, | |
| "grad_norm": 1.3436280342202847, | |
| "learning_rate": 2.3896466935879957e-06, | |
| "loss": 0.0829, | |
| "step": 360 | |
| }, | |
| { | |
| "epoch": 4.111966410076977, | |
| "grad_norm": 0.7788417599252258, | |
| "learning_rate": 1.9098300562505266e-06, | |
| "loss": 0.0471, | |
| "step": 370 | |
| }, | |
| { | |
| "epoch": 4.223932820153954, | |
| "grad_norm": 0.83462023849128, | |
| "learning_rate": 1.4786686528798878e-06, | |
| "loss": 0.0424, | |
| "step": 380 | |
| }, | |
| { | |
| "epoch": 4.335899230230931, | |
| "grad_norm": 0.6901746488051717, | |
| "learning_rate": 1.0987555388883042e-06, | |
| "loss": 0.0444, | |
| "step": 390 | |
| }, | |
| { | |
| "epoch": 4.447865640307907, | |
| "grad_norm": 0.7691460507261036, | |
| "learning_rate": 7.723755564455771e-07, | |
| "loss": 0.0425, | |
| "step": 400 | |
| }, | |
| { | |
| "epoch": 4.447865640307907, | |
| "eval_loss": 0.16047585010528564, | |
| "eval_runtime": 289.7811, | |
| "eval_samples_per_second": 12.461, | |
| "eval_steps_per_second": 3.116, | |
| "step": 400 | |
| }, | |
| { | |
| "epoch": 4.559832050384885, | |
| "grad_norm": 0.9450968952189513, | |
| "learning_rate": 5.014915931694253e-07, | |
| "loss": 0.0447, | |
| "step": 410 | |
| }, | |
| { | |
| "epoch": 4.671798460461861, | |
| "grad_norm": 0.8453038563097014, | |
| "learning_rate": 2.877327770883964e-07, | |
| "loss": 0.0428, | |
| "step": 420 | |
| }, | |
| { | |
| "epoch": 4.783764870538838, | |
| "grad_norm": 1.190161410716296, | |
| "learning_rate": 1.323846788742078e-07, | |
| "loss": 0.0402, | |
| "step": 430 | |
| }, | |
| { | |
| "epoch": 4.8957312806158155, | |
| "grad_norm": 0.833805533461852, | |
| "learning_rate": 3.6381580268463056e-08, | |
| "loss": 0.0424, | |
| "step": 440 | |
| }, | |
| { | |
| "epoch": 5.0, | |
| "grad_norm": 1.3716018188553238, | |
| "learning_rate": 3.008552023242572e-10, | |
| "loss": 0.0407, | |
| "step": 450 | |
| }, | |
| { | |
| "epoch": 5.0, | |
| "step": 450, | |
| "total_flos": 1189207571693568.0, | |
| "train_loss": 0.2051703871621026, | |
| "train_runtime": 26030.3068, | |
| "train_samples_per_second": 13.175, | |
| "train_steps_per_second": 0.017 | |
| } | |
| ], | |
| "logging_steps": 10, | |
| "max_steps": 450, | |
| "num_input_tokens_seen": 0, | |
| "num_train_epochs": 5, | |
| "save_steps": 100, | |
| "stateful_callbacks": { | |
| "TrainerControl": { | |
| "args": { | |
| "should_epoch_stop": false, | |
| "should_evaluate": false, | |
| "should_log": false, | |
| "should_save": true, | |
| "should_training_stop": true | |
| }, | |
| "attributes": {} | |
| } | |
| }, | |
| "total_flos": 1189207571693568.0, | |
| "train_batch_size": 4, | |
| "trial_name": null, | |
| "trial_params": null | |
| } | |