{ "best_metric": 0.8733854293823242, "best_model_checkpoint": "data/Mistral-7B_task-3_60-samples_config-1_full/checkpoint-34", "epoch": 12.869565217391305, "eval_steps": 500, "global_step": 74, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.17391304347826086, "grad_norm": 0.977586030960083, "learning_rate": 4.000000000000001e-06, "loss": 1.2526, "step": 1 }, { "epoch": 0.34782608695652173, "grad_norm": 1.1381486654281616, "learning_rate": 8.000000000000001e-06, "loss": 1.2788, "step": 2 }, { "epoch": 0.6956521739130435, "grad_norm": 0.9461638331413269, "learning_rate": 1.6000000000000003e-05, "loss": 1.2252, "step": 4 }, { "epoch": 0.8695652173913043, "eval_loss": 1.1980607509613037, "eval_runtime": 13.8108, "eval_samples_per_second": 0.869, "eval_steps_per_second": 0.869, "step": 5 }, { "epoch": 1.0434782608695652, "grad_norm": 0.861394464969635, "learning_rate": 2.4e-05, "loss": 1.2099, "step": 6 }, { "epoch": 1.391304347826087, "grad_norm": 0.608093798160553, "learning_rate": 3.2000000000000005e-05, "loss": 1.1723, "step": 8 }, { "epoch": 1.7391304347826086, "grad_norm": 0.4019879400730133, "learning_rate": 4e-05, "loss": 1.1411, "step": 10 }, { "epoch": 1.9130434782608696, "eval_loss": 1.0843513011932373, "eval_runtime": 13.8053, "eval_samples_per_second": 0.869, "eval_steps_per_second": 0.869, "step": 11 }, { "epoch": 2.0869565217391304, "grad_norm": 0.4438973367214203, "learning_rate": 4.8e-05, "loss": 1.1031, "step": 12 }, { "epoch": 2.4347826086956523, "grad_norm": 0.32766103744506836, "learning_rate": 5.6000000000000006e-05, "loss": 1.0271, "step": 14 }, { "epoch": 2.782608695652174, "grad_norm": 0.3773520290851593, "learning_rate": 6.400000000000001e-05, "loss": 1.0554, "step": 16 }, { "epoch": 2.9565217391304346, "eval_loss": 0.9996404647827148, "eval_runtime": 13.8037, "eval_samples_per_second": 0.869, "eval_steps_per_second": 0.869, "step": 17 }, { "epoch": 3.130434782608696, "grad_norm": 0.4237472116947174, "learning_rate": 7.2e-05, "loss": 0.9587, "step": 18 }, { "epoch": 3.4782608695652173, "grad_norm": 0.5382972359657288, "learning_rate": 8e-05, "loss": 0.9361, "step": 20 }, { "epoch": 3.8260869565217392, "grad_norm": 0.42597174644470215, "learning_rate": 8.800000000000001e-05, "loss": 0.8972, "step": 22 }, { "epoch": 4.0, "eval_loss": 0.9073739051818848, "eval_runtime": 13.8023, "eval_samples_per_second": 0.869, "eval_steps_per_second": 0.869, "step": 23 }, { "epoch": 4.173913043478261, "grad_norm": 0.3177820146083832, "learning_rate": 9.6e-05, "loss": 0.8962, "step": 24 }, { "epoch": 4.521739130434782, "grad_norm": 0.2999187707901001, "learning_rate": 9.999512620046522e-05, "loss": 0.8616, "step": 26 }, { "epoch": 4.869565217391305, "grad_norm": 0.30600398778915405, "learning_rate": 9.995614150494293e-05, "loss": 0.8159, "step": 28 }, { "epoch": 4.869565217391305, "eval_loss": 0.8847095370292664, "eval_runtime": 13.801, "eval_samples_per_second": 0.869, "eval_steps_per_second": 0.869, "step": 28 }, { "epoch": 5.217391304347826, "grad_norm": 0.2666756212711334, "learning_rate": 9.987820251299122e-05, "loss": 0.7828, "step": 30 }, { "epoch": 5.565217391304348, "grad_norm": 0.2639431655406952, "learning_rate": 9.976136999909156e-05, "loss": 0.8166, "step": 32 }, { "epoch": 5.913043478260869, "grad_norm": 0.25138649344444275, "learning_rate": 9.96057350657239e-05, "loss": 0.7851, "step": 34 }, { "epoch": 5.913043478260869, "eval_loss": 0.8733854293823242, "eval_runtime": 13.808, "eval_samples_per_second": 0.869, "eval_steps_per_second": 0.869, "step": 34 }, { "epoch": 6.260869565217392, "grad_norm": 0.2561894953250885, "learning_rate": 9.941141907232765e-05, "loss": 0.7616, "step": 36 }, { "epoch": 6.608695652173913, "grad_norm": 0.32361170649528503, "learning_rate": 9.917857354066931e-05, "loss": 0.7549, "step": 38 }, { "epoch": 6.956521739130435, "grad_norm": 0.29522183537483215, "learning_rate": 9.890738003669029e-05, "loss": 0.7179, "step": 40 }, { "epoch": 6.956521739130435, "eval_loss": 0.8734186291694641, "eval_runtime": 13.8042, "eval_samples_per_second": 0.869, "eval_steps_per_second": 0.869, "step": 40 }, { "epoch": 7.304347826086957, "grad_norm": 0.32336854934692383, "learning_rate": 9.859805002892732e-05, "loss": 0.74, "step": 42 }, { "epoch": 7.6521739130434785, "grad_norm": 0.3424532413482666, "learning_rate": 9.825082472361557e-05, "loss": 0.6882, "step": 44 }, { "epoch": 8.0, "grad_norm": 0.39140939712524414, "learning_rate": 9.786597487660337e-05, "loss": 0.6768, "step": 46 }, { "epoch": 8.0, "eval_loss": 0.88090580701828, "eval_runtime": 13.8072, "eval_samples_per_second": 0.869, "eval_steps_per_second": 0.869, "step": 46 }, { "epoch": 8.347826086956522, "grad_norm": 0.4047468304634094, "learning_rate": 9.744380058222483e-05, "loss": 0.6701, "step": 48 }, { "epoch": 8.695652173913043, "grad_norm": 0.5629932284355164, "learning_rate": 9.698463103929542e-05, "loss": 0.6127, "step": 50 }, { "epoch": 8.869565217391305, "eval_loss": 0.8959582448005676, "eval_runtime": 13.803, "eval_samples_per_second": 0.869, "eval_steps_per_second": 0.869, "step": 51 }, { "epoch": 9.043478260869565, "grad_norm": 0.44259828329086304, "learning_rate": 9.648882429441257e-05, "loss": 0.6137, "step": 52 }, { "epoch": 9.391304347826088, "grad_norm": 0.8049341440200806, "learning_rate": 9.595676696276172e-05, "loss": 0.5417, "step": 54 }, { "epoch": 9.73913043478261, "grad_norm": 0.6533960700035095, "learning_rate": 9.538887392664544e-05, "loss": 0.5592, "step": 56 }, { "epoch": 9.91304347826087, "eval_loss": 0.9449066519737244, "eval_runtime": 13.8014, "eval_samples_per_second": 0.869, "eval_steps_per_second": 0.869, "step": 57 }, { "epoch": 10.08695652173913, "grad_norm": 0.7448545098304749, "learning_rate": 9.478558801197065e-05, "loss": 0.5538, "step": 58 }, { "epoch": 10.434782608695652, "grad_norm": 1.2084859609603882, "learning_rate": 9.414737964294636e-05, "loss": 0.4633, "step": 60 }, { "epoch": 10.782608695652174, "grad_norm": 0.9427428841590881, "learning_rate": 9.347474647526095e-05, "loss": 0.4519, "step": 62 }, { "epoch": 10.956521739130435, "eval_loss": 0.9643160700798035, "eval_runtime": 13.8034, "eval_samples_per_second": 0.869, "eval_steps_per_second": 0.869, "step": 63 }, { "epoch": 11.130434782608695, "grad_norm": 0.7851306200027466, "learning_rate": 9.276821300802534e-05, "loss": 0.4258, "step": 64 }, { "epoch": 11.478260869565217, "grad_norm": 1.991536021232605, "learning_rate": 9.202833017478422e-05, "loss": 0.4546, "step": 66 }, { "epoch": 11.826086956521738, "grad_norm": 1.0970418453216553, "learning_rate": 9.125567491391476e-05, "loss": 0.367, "step": 68 }, { "epoch": 12.0, "eval_loss": 0.9817283153533936, "eval_runtime": 13.8003, "eval_samples_per_second": 0.87, "eval_steps_per_second": 0.87, "step": 69 }, { "epoch": 12.173913043478262, "grad_norm": 1.0731067657470703, "learning_rate": 9.045084971874738e-05, "loss": 0.3574, "step": 70 }, { "epoch": 12.521739130434783, "grad_norm": 0.8825430870056152, "learning_rate": 8.961448216775954e-05, "loss": 0.3049, "step": 72 }, { "epoch": 12.869565217391305, "grad_norm": 1.6797748804092407, "learning_rate": 8.874722443520899e-05, "loss": 0.3385, "step": 74 }, { "epoch": 12.869565217391305, "eval_loss": 1.1056302785873413, "eval_runtime": 13.802, "eval_samples_per_second": 0.869, "eval_steps_per_second": 0.869, "step": 74 }, { "epoch": 12.869565217391305, "step": 74, "total_flos": 5.893544901135565e+16, "train_loss": 0.7602536090322443, "train_runtime": 2198.2645, "train_samples_per_second": 1.046, "train_steps_per_second": 0.114 } ], "logging_steps": 2, "max_steps": 250, "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": 5.893544901135565e+16, "train_batch_size": 1, "trial_name": null, "trial_params": null }