{ "best_metric": 0.8956840634346008, "best_model_checkpoint": "data/Gemma-2-2B_task-2_60-samples_config-2_full/checkpoint-48", "epoch": 24.0, "eval_steps": 500, "global_step": 69, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.34782608695652173, "grad_norm": 0.4618525207042694, "learning_rate": 1e-05, "loss": 1.3363, "step": 1 }, { "epoch": 0.6956521739130435, "grad_norm": 0.4205852746963501, "learning_rate": 2e-05, "loss": 1.2929, "step": 2 }, { "epoch": 0.6956521739130435, "eval_loss": 1.3116449117660522, "eval_runtime": 5.2851, "eval_samples_per_second": 2.271, "eval_steps_per_second": 2.271, "step": 2 }, { "epoch": 1.391304347826087, "grad_norm": 0.4501768946647644, "learning_rate": 4e-05, "loss": 1.3056, "step": 4 }, { "epoch": 1.7391304347826086, "eval_loss": 1.2842429876327515, "eval_runtime": 5.0224, "eval_samples_per_second": 2.389, "eval_steps_per_second": 2.389, "step": 5 }, { "epoch": 2.0869565217391304, "grad_norm": 0.44193580746650696, "learning_rate": 6e-05, "loss": 1.3142, "step": 6 }, { "epoch": 2.782608695652174, "grad_norm": 0.38786908984184265, "learning_rate": 8e-05, "loss": 1.2411, "step": 8 }, { "epoch": 2.782608695652174, "eval_loss": 1.1889811754226685, "eval_runtime": 5.0179, "eval_samples_per_second": 2.391, "eval_steps_per_second": 2.391, "step": 8 }, { "epoch": 3.4782608695652173, "grad_norm": 0.253694087266922, "learning_rate": 0.0001, "loss": 1.1401, "step": 10 }, { "epoch": 3.8260869565217392, "eval_loss": 1.1171661615371704, "eval_runtime": 5.0143, "eval_samples_per_second": 2.393, "eval_steps_per_second": 2.393, "step": 11 }, { "epoch": 4.173913043478261, "grad_norm": 0.2503201961517334, "learning_rate": 9.987820251299122e-05, "loss": 1.1116, "step": 12 }, { "epoch": 4.869565217391305, "grad_norm": 0.3115910291671753, "learning_rate": 9.951340343707852e-05, "loss": 1.0766, "step": 14 }, { "epoch": 4.869565217391305, "eval_loss": 1.073786973953247, "eval_runtime": 5.0168, "eval_samples_per_second": 2.392, "eval_steps_per_second": 2.392, "step": 14 }, { "epoch": 5.565217391304348, "grad_norm": 0.24022558331489563, "learning_rate": 9.890738003669029e-05, "loss": 1.024, "step": 16 }, { "epoch": 5.913043478260869, "eval_loss": 1.0269761085510254, "eval_runtime": 5.0203, "eval_samples_per_second": 2.39, "eval_steps_per_second": 2.39, "step": 17 }, { "epoch": 6.260869565217392, "grad_norm": 0.2337518185377121, "learning_rate": 9.806308479691595e-05, "loss": 0.9874, "step": 18 }, { "epoch": 6.956521739130435, "grad_norm": 0.2258654534816742, "learning_rate": 9.698463103929542e-05, "loss": 0.9524, "step": 20 }, { "epoch": 6.956521739130435, "eval_loss": 0.9850594401359558, "eval_runtime": 5.0158, "eval_samples_per_second": 2.392, "eval_steps_per_second": 2.392, "step": 20 }, { "epoch": 7.6521739130434785, "grad_norm": 0.19988380372524261, "learning_rate": 9.567727288213005e-05, "loss": 0.9285, "step": 22 }, { "epoch": 8.0, "eval_loss": 0.9538821578025818, "eval_runtime": 5.067, "eval_samples_per_second": 2.368, "eval_steps_per_second": 2.368, "step": 23 }, { "epoch": 8.347826086956522, "grad_norm": 0.15236511826515198, "learning_rate": 9.414737964294636e-05, "loss": 0.8884, "step": 24 }, { "epoch": 8.695652173913043, "eval_loss": 0.9410328269004822, "eval_runtime": 5.0744, "eval_samples_per_second": 2.365, "eval_steps_per_second": 2.365, "step": 25 }, { "epoch": 9.043478260869565, "grad_norm": 0.1501324474811554, "learning_rate": 9.24024048078213e-05, "loss": 0.8745, "step": 26 }, { "epoch": 9.73913043478261, "grad_norm": 0.14823651313781738, "learning_rate": 9.045084971874738e-05, "loss": 0.8534, "step": 28 }, { "epoch": 9.73913043478261, "eval_loss": 0.9267178177833557, "eval_runtime": 5.0691, "eval_samples_per_second": 2.367, "eval_steps_per_second": 2.367, "step": 28 }, { "epoch": 10.434782608695652, "grad_norm": 0.12540778517723083, "learning_rate": 8.83022221559489e-05, "loss": 0.8501, "step": 30 }, { "epoch": 10.782608695652174, "eval_loss": 0.9163870215415955, "eval_runtime": 5.0719, "eval_samples_per_second": 2.366, "eval_steps_per_second": 2.366, "step": 31 }, { "epoch": 11.130434782608695, "grad_norm": 0.28291353583335876, "learning_rate": 8.596699001693255e-05, "loss": 0.8146, "step": 32 }, { "epoch": 11.826086956521738, "grad_norm": 0.12781503796577454, "learning_rate": 8.345653031794292e-05, "loss": 0.8295, "step": 34 }, { "epoch": 11.826086956521738, "eval_loss": 0.9090666174888611, "eval_runtime": 5.0684, "eval_samples_per_second": 2.368, "eval_steps_per_second": 2.368, "step": 34 }, { "epoch": 12.521739130434783, "grad_norm": 0.13382355868816376, "learning_rate": 8.07830737662829e-05, "loss": 0.7979, "step": 36 }, { "epoch": 12.869565217391305, "eval_loss": 0.9038975834846497, "eval_runtime": 5.0709, "eval_samples_per_second": 2.366, "eval_steps_per_second": 2.366, "step": 37 }, { "epoch": 13.217391304347826, "grad_norm": 0.13056154549121857, "learning_rate": 7.795964517353735e-05, "loss": 0.8035, "step": 38 }, { "epoch": 13.91304347826087, "grad_norm": 0.12095347791910172, "learning_rate": 7.500000000000001e-05, "loss": 0.796, "step": 40 }, { "epoch": 13.91304347826087, "eval_loss": 0.900050163269043, "eval_runtime": 5.0683, "eval_samples_per_second": 2.368, "eval_steps_per_second": 2.368, "step": 40 }, { "epoch": 14.608695652173914, "grad_norm": 0.1225428357720375, "learning_rate": 7.191855733945387e-05, "loss": 0.7651, "step": 42 }, { "epoch": 14.956521739130435, "eval_loss": 0.8977439999580383, "eval_runtime": 5.0675, "eval_samples_per_second": 2.368, "eval_steps_per_second": 2.368, "step": 43 }, { "epoch": 15.304347826086957, "grad_norm": 0.11379023641347885, "learning_rate": 6.873032967079561e-05, "loss": 0.7741, "step": 44 }, { "epoch": 16.0, "grad_norm": 0.12134936451911926, "learning_rate": 6.545084971874738e-05, "loss": 0.769, "step": 46 }, { "epoch": 16.0, "eval_loss": 0.8964765071868896, "eval_runtime": 5.0682, "eval_samples_per_second": 2.368, "eval_steps_per_second": 2.368, "step": 46 }, { "epoch": 16.695652173913043, "grad_norm": 0.1257934421300888, "learning_rate": 6.209609477998338e-05, "loss": 0.733, "step": 48 }, { "epoch": 16.695652173913043, "eval_loss": 0.8956840634346008, "eval_runtime": 5.0155, "eval_samples_per_second": 2.393, "eval_steps_per_second": 2.393, "step": 48 }, { "epoch": 17.391304347826086, "grad_norm": 0.1331223100423813, "learning_rate": 5.868240888334653e-05, "loss": 0.743, "step": 50 }, { "epoch": 17.73913043478261, "eval_loss": 0.8960962891578674, "eval_runtime": 5.0171, "eval_samples_per_second": 2.392, "eval_steps_per_second": 2.392, "step": 51 }, { "epoch": 18.08695652173913, "grad_norm": 0.12764325737953186, "learning_rate": 5.522642316338268e-05, "loss": 0.7531, "step": 52 }, { "epoch": 18.782608695652176, "grad_norm": 0.12851761281490326, "learning_rate": 5.174497483512506e-05, "loss": 0.7346, "step": 54 }, { "epoch": 18.782608695652176, "eval_loss": 0.896285355091095, "eval_runtime": 5.0186, "eval_samples_per_second": 2.391, "eval_steps_per_second": 2.391, "step": 54 }, { "epoch": 19.47826086956522, "grad_norm": 0.15407174825668335, "learning_rate": 4.825502516487497e-05, "loss": 0.7113, "step": 56 }, { "epoch": 19.82608695652174, "eval_loss": 0.8981779217720032, "eval_runtime": 5.0167, "eval_samples_per_second": 2.392, "eval_steps_per_second": 2.392, "step": 57 }, { "epoch": 20.17391304347826, "grad_norm": 0.1754920780658722, "learning_rate": 4.477357683661734e-05, "loss": 0.7159, "step": 58 }, { "epoch": 20.869565217391305, "grad_norm": 0.14167214930057526, "learning_rate": 4.131759111665349e-05, "loss": 0.7027, "step": 60 }, { "epoch": 20.869565217391305, "eval_loss": 0.9011878371238708, "eval_runtime": 5.0182, "eval_samples_per_second": 2.391, "eval_steps_per_second": 2.391, "step": 60 }, { "epoch": 21.565217391304348, "grad_norm": 0.14583177864551544, "learning_rate": 3.790390522001662e-05, "loss": 0.6939, "step": 62 }, { "epoch": 21.91304347826087, "eval_loss": 0.9043379426002502, "eval_runtime": 5.0142, "eval_samples_per_second": 2.393, "eval_steps_per_second": 2.393, "step": 63 }, { "epoch": 22.26086956521739, "grad_norm": 0.1643177568912506, "learning_rate": 3.4549150281252636e-05, "loss": 0.6879, "step": 64 }, { "epoch": 22.956521739130434, "grad_norm": 0.1692320853471756, "learning_rate": 3.12696703292044e-05, "loss": 0.6772, "step": 66 }, { "epoch": 22.956521739130434, "eval_loss": 0.9080641269683838, "eval_runtime": 5.0176, "eval_samples_per_second": 2.392, "eval_steps_per_second": 2.392, "step": 66 }, { "epoch": 23.652173913043477, "grad_norm": 0.16349433362483978, "learning_rate": 2.8081442660546125e-05, "loss": 0.6706, "step": 68 }, { "epoch": 24.0, "eval_loss": 0.9126665592193604, "eval_runtime": 5.0185, "eval_samples_per_second": 2.391, "eval_steps_per_second": 2.391, "step": 69 }, { "epoch": 24.0, "step": 69, "total_flos": 3.657773920498483e+16, "train_loss": 0.8807426310967708, "train_runtime": 1590.0697, "train_samples_per_second": 1.446, "train_steps_per_second": 0.063 } ], "logging_steps": 2, "max_steps": 100, "num_input_tokens_seen": 0, "num_train_epochs": 50, "save_steps": 25, "stateful_callbacks": { "EarlyStoppingCallback": { "args": { "early_stopping_patience": 7, "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": 3.657773920498483e+16, "train_batch_size": 1, "trial_name": null, "trial_params": null }