{ "best_global_step": null, "best_metric": null, "best_model_checkpoint": null, "epoch": 25.0, "eval_steps": 500, "global_step": 50, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.5714285714285714, "grad_norm": 27.379572188798917, "learning_rate": 0.0, "loss": 1.2369, "step": 1 }, { "epoch": 1.0, "grad_norm": 27.379572188798917, "learning_rate": 1.0000000000000002e-06, "loss": 1.1697, "step": 2 }, { "epoch": 1.0, "eval_loss": 1.2943594455718994, "eval_runtime": 13.9947, "eval_samples_per_second": 2.501, "eval_steps_per_second": 0.357, "step": 2 }, { "epoch": 1.5714285714285714, "grad_norm": 31.930876552830178, "learning_rate": 2.0000000000000003e-06, "loss": 1.2156, "step": 3 }, { "epoch": 2.0, "grad_norm": 24.003107200324983, "learning_rate": 3e-06, "loss": 1.0781, "step": 4 }, { "epoch": 2.0, "eval_loss": 1.1406848430633545, "eval_runtime": 12.0925, "eval_samples_per_second": 2.894, "eval_steps_per_second": 0.413, "step": 4 }, { "epoch": 2.571428571428571, "grad_norm": 11.488887862580302, "learning_rate": 4.000000000000001e-06, "loss": 0.9982, "step": 5 }, { "epoch": 3.0, "grad_norm": 4.84397184489544, "learning_rate": 5e-06, "loss": 0.9806, "step": 6 }, { "epoch": 3.0, "eval_loss": 1.0041135549545288, "eval_runtime": 12.0103, "eval_samples_per_second": 2.914, "eval_steps_per_second": 0.416, "step": 6 }, { "epoch": 3.571428571428571, "grad_norm": 3.7919066688172225, "learning_rate": 4.993910125649561e-06, "loss": 0.9273, "step": 7 }, { "epoch": 4.0, "grad_norm": 2.816005416926627, "learning_rate": 4.975670171853926e-06, "loss": 0.9093, "step": 8 }, { "epoch": 4.0, "eval_loss": 0.9050876498222351, "eval_runtime": 12.0336, "eval_samples_per_second": 2.909, "eval_steps_per_second": 0.416, "step": 8 }, { "epoch": 4.571428571428571, "grad_norm": 1.8900642576089526, "learning_rate": 4.9453690018345144e-06, "loss": 0.86, "step": 9 }, { "epoch": 5.0, "grad_norm": 1.8900642576089526, "learning_rate": 4.903154239845798e-06, "loss": 0.8595, "step": 10 }, { "epoch": 5.0, "eval_loss": 0.8866418600082397, "eval_runtime": 12.0514, "eval_samples_per_second": 2.904, "eval_steps_per_second": 0.415, "step": 10 }, { "epoch": 5.571428571428571, "grad_norm": 2.388409790695317, "learning_rate": 4.849231551964771e-06, "loss": 0.7986, "step": 11 }, { "epoch": 6.0, "grad_norm": 1.9351948554401477, "learning_rate": 4.783863644106502e-06, "loss": 0.7688, "step": 12 }, { "epoch": 6.0, "eval_loss": 0.8012941479682922, "eval_runtime": 12.0289, "eval_samples_per_second": 2.91, "eval_steps_per_second": 0.416, "step": 12 }, { "epoch": 6.571428571428571, "grad_norm": 1.9475837570279504, "learning_rate": 4.707368982147318e-06, "loss": 0.7405, "step": 13 }, { "epoch": 7.0, "grad_norm": 1.7205847922715594, "learning_rate": 4.620120240391065e-06, "loss": 0.7223, "step": 14 }, { "epoch": 7.0, "eval_loss": 0.7613986730575562, "eval_runtime": 12.0755, "eval_samples_per_second": 2.898, "eval_steps_per_second": 0.414, "step": 14 }, { "epoch": 7.571428571428571, "grad_norm": 1.3353634306020017, "learning_rate": 4.522542485937369e-06, "loss": 0.7031, "step": 15 }, { "epoch": 8.0, "grad_norm": 1.3800382206930182, "learning_rate": 4.415111107797445e-06, "loss": 0.689, "step": 16 }, { "epoch": 8.0, "eval_loss": 0.727152407169342, "eval_runtime": 11.966, "eval_samples_per_second": 2.925, "eval_steps_per_second": 0.418, "step": 16 }, { "epoch": 8.571428571428571, "grad_norm": 0.9321182321446594, "learning_rate": 4.2983495008466285e-06, "loss": 0.6511, "step": 17 }, { "epoch": 9.0, "grad_norm": 0.9321182321446594, "learning_rate": 4.172826515897146e-06, "loss": 0.6641, "step": 18 }, { "epoch": 9.0, "eval_loss": 0.7126601934432983, "eval_runtime": 12.059, "eval_samples_per_second": 2.902, "eval_steps_per_second": 0.415, "step": 18 }, { "epoch": 9.571428571428571, "grad_norm": 1.284468249112213, "learning_rate": 4.039153688314146e-06, "loss": 0.6349, "step": 19 }, { "epoch": 10.0, "grad_norm": 1.209401710296371, "learning_rate": 3.897982258676867e-06, "loss": 0.5795, "step": 20 }, { "epoch": 10.0, "eval_loss": 0.6720197796821594, "eval_runtime": 12.0161, "eval_samples_per_second": 2.913, "eval_steps_per_second": 0.416, "step": 20 }, { "epoch": 10.571428571428571, "grad_norm": 1.5344113073991625, "learning_rate": 3.7500000000000005e-06, "loss": 0.5678, "step": 21 }, { "epoch": 11.0, "grad_norm": 1.086081561802662, "learning_rate": 3.595927866972694e-06, "loss": 0.5451, "step": 22 }, { "epoch": 11.0, "eval_loss": 0.655051589012146, "eval_runtime": 12.1049, "eval_samples_per_second": 2.891, "eval_steps_per_second": 0.413, "step": 22 }, { "epoch": 11.571428571428571, "grad_norm": 1.3512413194371768, "learning_rate": 3.436516483539781e-06, "loss": 0.5435, "step": 23 }, { "epoch": 12.0, "grad_norm": 1.1140031619845532, "learning_rate": 3.272542485937369e-06, "loss": 0.5059, "step": 24 }, { "epoch": 12.0, "eval_loss": 0.6408958435058594, "eval_runtime": 12.063, "eval_samples_per_second": 2.901, "eval_steps_per_second": 0.414, "step": 24 }, { "epoch": 12.571428571428571, "grad_norm": 0.9212734048420463, "learning_rate": 3.1048047389991693e-06, "loss": 0.5038, "step": 25 }, { "epoch": 13.0, "grad_norm": 0.9212734048420463, "learning_rate": 2.9341204441673267e-06, "loss": 0.5035, "step": 26 }, { "epoch": 13.0, "eval_loss": 0.6351635456085205, "eval_runtime": 12.0596, "eval_samples_per_second": 2.902, "eval_steps_per_second": 0.415, "step": 26 }, { "epoch": 13.571428571428571, "grad_norm": 1.1395169936217417, "learning_rate": 2.761321158169134e-06, "loss": 0.489, "step": 27 }, { "epoch": 14.0, "grad_norm": 0.8506966891650993, "learning_rate": 2.587248741756253e-06, "loss": 0.484, "step": 28 }, { "epoch": 14.0, "eval_loss": 0.6280523538589478, "eval_runtime": 12.0505, "eval_samples_per_second": 2.904, "eval_steps_per_second": 0.415, "step": 28 }, { "epoch": 14.571428571428571, "grad_norm": 0.9887201931904582, "learning_rate": 2.4127512582437486e-06, "loss": 0.4683, "step": 29 }, { "epoch": 15.0, "grad_norm": 0.9155854743888291, "learning_rate": 2.238678841830867e-06, "loss": 0.4436, "step": 30 }, { "epoch": 15.0, "eval_loss": 0.6252209544181824, "eval_runtime": 12.0701, "eval_samples_per_second": 2.9, "eval_steps_per_second": 0.414, "step": 30 }, { "epoch": 15.571428571428571, "grad_norm": 1.01480533363197, "learning_rate": 2.0658795558326745e-06, "loss": 0.4466, "step": 31 }, { "epoch": 16.0, "grad_norm": 0.940925597770304, "learning_rate": 1.895195261000831e-06, "loss": 0.4347, "step": 32 }, { "epoch": 16.0, "eval_loss": 0.6249921321868896, "eval_runtime": 12.0063, "eval_samples_per_second": 2.915, "eval_steps_per_second": 0.416, "step": 32 }, { "epoch": 16.571428571428573, "grad_norm": 0.745543391044636, "learning_rate": 1.7274575140626318e-06, "loss": 0.4275, "step": 33 }, { "epoch": 17.0, "grad_norm": 0.745543391044636, "learning_rate": 1.56348351646022e-06, "loss": 0.4139, "step": 34 }, { "epoch": 17.0, "eval_loss": 0.6253374218940735, "eval_runtime": 12.0584, "eval_samples_per_second": 2.903, "eval_steps_per_second": 0.415, "step": 34 }, { "epoch": 17.571428571428573, "grad_norm": 1.240672425729672, "learning_rate": 1.4040721330273063e-06, "loss": 0.4033, "step": 35 }, { "epoch": 18.0, "grad_norm": 0.8138297069132504, "learning_rate": 1.2500000000000007e-06, "loss": 0.4108, "step": 36 }, { "epoch": 18.0, "eval_loss": 0.6265431642532349, "eval_runtime": 12.0931, "eval_samples_per_second": 2.894, "eval_steps_per_second": 0.413, "step": 36 }, { "epoch": 18.571428571428573, "grad_norm": 1.0257247393101925, "learning_rate": 1.1020177413231334e-06, "loss": 0.3948, "step": 37 }, { "epoch": 19.0, "grad_norm": 0.8730540573897112, "learning_rate": 9.608463116858544e-07, "loss": 0.3969, "step": 38 }, { "epoch": 19.0, "eval_loss": 0.6287420392036438, "eval_runtime": 12.0278, "eval_samples_per_second": 2.91, "eval_steps_per_second": 0.416, "step": 38 }, { "epoch": 19.571428571428573, "grad_norm": 0.9053129240846155, "learning_rate": 8.271734841028553e-07, "loss": 0.3965, "step": 39 }, { "epoch": 20.0, "grad_norm": 0.9013824277926773, "learning_rate": 7.016504991533727e-07, "loss": 0.3825, "step": 40 }, { "epoch": 20.0, "eval_loss": 0.6303004026412964, "eval_runtime": 12.1106, "eval_samples_per_second": 2.89, "eval_steps_per_second": 0.413, "step": 40 }, { "epoch": 20.571428571428573, "grad_norm": 0.6882077843880618, "learning_rate": 5.848888922025553e-07, "loss": 0.3825, "step": 41 }, { "epoch": 21.0, "grad_norm": 0.6882077843880618, "learning_rate": 4.774575140626317e-07, "loss": 0.3839, "step": 42 }, { "epoch": 21.0, "eval_loss": 0.6313385367393494, "eval_runtime": 11.905, "eval_samples_per_second": 2.94, "eval_steps_per_second": 0.42, "step": 42 }, { "epoch": 21.571428571428573, "grad_norm": 1.0040896510913107, "learning_rate": 3.798797596089351e-07, "loss": 0.3821, "step": 43 }, { "epoch": 22.0, "grad_norm": 0.8312442360781623, "learning_rate": 2.9263101785268253e-07, "loss": 0.3699, "step": 44 }, { "epoch": 22.0, "eval_loss": 0.6325893998146057, "eval_runtime": 11.9284, "eval_samples_per_second": 2.934, "eval_steps_per_second": 0.419, "step": 44 }, { "epoch": 22.571428571428573, "grad_norm": 0.8906586628247445, "learning_rate": 2.1613635589349756e-07, "loss": 0.3652, "step": 45 }, { "epoch": 23.0, "grad_norm": 0.8407663191838467, "learning_rate": 1.507684480352292e-07, "loss": 0.3871, "step": 46 }, { "epoch": 23.0, "eval_loss": 0.6336179971694946, "eval_runtime": 11.9514, "eval_samples_per_second": 2.929, "eval_steps_per_second": 0.418, "step": 46 }, { "epoch": 23.571428571428573, "grad_norm": 0.8820384716444405, "learning_rate": 9.684576015420277e-08, "loss": 0.3612, "step": 47 }, { "epoch": 24.0, "grad_norm": 0.9165057903043542, "learning_rate": 5.463099816548578e-08, "loss": 0.382, "step": 48 }, { "epoch": 24.0, "eval_loss": 0.6337578892707825, "eval_runtime": 11.8972, "eval_samples_per_second": 2.942, "eval_steps_per_second": 0.42, "step": 48 }, { "epoch": 24.571428571428573, "grad_norm": 0.7173736876587623, "learning_rate": 2.4329828146074096e-08, "loss": 0.3611, "step": 49 }, { "epoch": 25.0, "grad_norm": 0.7173736876587623, "learning_rate": 6.089874350439507e-09, "loss": 0.3879, "step": 50 }, { "epoch": 25.0, "eval_loss": 0.6342211961746216, "eval_runtime": 12.0027, "eval_samples_per_second": 2.916, "eval_steps_per_second": 0.417, "step": 50 }, { "epoch": 25.0, "step": 50, "total_flos": 9.581916505872794e+16, "train_loss": 0.6022347152233124, "train_runtime": 1896.7685, "train_samples_per_second": 0.685, "train_steps_per_second": 0.026 } ], "logging_steps": 1, "max_steps": 50, "num_input_tokens_seen": 0, "num_train_epochs": 25, "save_steps": 2000000, "stateful_callbacks": { "TrainerControl": { "args": { "should_epoch_stop": false, "should_evaluate": false, "should_log": false, "should_save": true, "should_training_stop": true }, "attributes": {} } }, "total_flos": 9.581916505872794e+16, "train_batch_size": 1, "trial_name": null, "trial_params": null }