| { | |
| "best_metric": 0.42271220684051514, | |
| "best_model_checkpoint": "data/Gemma-2-2B_task-3_60-samples_config-1/checkpoint-40", | |
| "epoch": 13.91304347826087, | |
| "eval_steps": 500, | |
| "global_step": 80, | |
| "is_hyper_param_search": false, | |
| "is_local_process_zero": true, | |
| "is_world_process_zero": true, | |
| "log_history": [ | |
| { | |
| "epoch": 0.17391304347826086, | |
| "grad_norm": 10.146446228027344, | |
| "learning_rate": 4.000000000000001e-06, | |
| "loss": 4.3607, | |
| "step": 1 | |
| }, | |
| { | |
| "epoch": 0.34782608695652173, | |
| "grad_norm": 3.9102349281311035, | |
| "learning_rate": 8.000000000000001e-06, | |
| "loss": 2.5129, | |
| "step": 2 | |
| }, | |
| { | |
| "epoch": 0.6956521739130435, | |
| "grad_norm": 4.964460849761963, | |
| "learning_rate": 1.6000000000000003e-05, | |
| "loss": 3.2369, | |
| "step": 4 | |
| }, | |
| { | |
| "epoch": 0.8695652173913043, | |
| "eval_loss": 3.1359078884124756, | |
| "eval_runtime": 4.3268, | |
| "eval_samples_per_second": 2.773, | |
| "eval_steps_per_second": 2.773, | |
| "step": 5 | |
| }, | |
| { | |
| "epoch": 1.0434782608695652, | |
| "grad_norm": 6.353696823120117, | |
| "learning_rate": 2.4e-05, | |
| "loss": 3.1786, | |
| "step": 6 | |
| }, | |
| { | |
| "epoch": 1.391304347826087, | |
| "grad_norm": 7.290201663970947, | |
| "learning_rate": 3.2000000000000005e-05, | |
| "loss": 2.9415, | |
| "step": 8 | |
| }, | |
| { | |
| "epoch": 1.7391304347826086, | |
| "grad_norm": 6.413881778717041, | |
| "learning_rate": 4e-05, | |
| "loss": 2.5226, | |
| "step": 10 | |
| }, | |
| { | |
| "epoch": 1.9130434782608696, | |
| "eval_loss": 1.7106043100357056, | |
| "eval_runtime": 4.1466, | |
| "eval_samples_per_second": 2.894, | |
| "eval_steps_per_second": 2.894, | |
| "step": 11 | |
| }, | |
| { | |
| "epoch": 2.0869565217391304, | |
| "grad_norm": 2.802180051803589, | |
| "learning_rate": 4.8e-05, | |
| "loss": 1.8672, | |
| "step": 12 | |
| }, | |
| { | |
| "epoch": 2.4347826086956523, | |
| "grad_norm": 4.53109073638916, | |
| "learning_rate": 5.6000000000000006e-05, | |
| "loss": 1.4697, | |
| "step": 14 | |
| }, | |
| { | |
| "epoch": 2.782608695652174, | |
| "grad_norm": 2.7835044860839844, | |
| "learning_rate": 6.400000000000001e-05, | |
| "loss": 1.1016, | |
| "step": 16 | |
| }, | |
| { | |
| "epoch": 2.9565217391304346, | |
| "eval_loss": 0.7912492156028748, | |
| "eval_runtime": 4.1534, | |
| "eval_samples_per_second": 2.889, | |
| "eval_steps_per_second": 2.889, | |
| "step": 17 | |
| }, | |
| { | |
| "epoch": 3.130434782608696, | |
| "grad_norm": 1.4576541185379028, | |
| "learning_rate": 7.2e-05, | |
| "loss": 1.0054, | |
| "step": 18 | |
| }, | |
| { | |
| "epoch": 3.4782608695652173, | |
| "grad_norm": 1.0580472946166992, | |
| "learning_rate": 8e-05, | |
| "loss": 0.7351, | |
| "step": 20 | |
| }, | |
| { | |
| "epoch": 3.8260869565217392, | |
| "grad_norm": 1.0042097568511963, | |
| "learning_rate": 8.800000000000001e-05, | |
| "loss": 0.45, | |
| "step": 22 | |
| }, | |
| { | |
| "epoch": 4.0, | |
| "eval_loss": 0.5231990218162537, | |
| "eval_runtime": 4.1455, | |
| "eval_samples_per_second": 2.895, | |
| "eval_steps_per_second": 2.895, | |
| "step": 23 | |
| }, | |
| { | |
| "epoch": 4.173913043478261, | |
| "grad_norm": 0.7644234299659729, | |
| "learning_rate": 9.6e-05, | |
| "loss": 0.4357, | |
| "step": 24 | |
| }, | |
| { | |
| "epoch": 4.521739130434782, | |
| "grad_norm": 0.7768363952636719, | |
| "learning_rate": 9.999512620046522e-05, | |
| "loss": 0.5259, | |
| "step": 26 | |
| }, | |
| { | |
| "epoch": 4.869565217391305, | |
| "grad_norm": 0.6981846690177917, | |
| "learning_rate": 9.995614150494293e-05, | |
| "loss": 0.3492, | |
| "step": 28 | |
| }, | |
| { | |
| "epoch": 4.869565217391305, | |
| "eval_loss": 0.4661372900009155, | |
| "eval_runtime": 4.1458, | |
| "eval_samples_per_second": 2.894, | |
| "eval_steps_per_second": 2.894, | |
| "step": 28 | |
| }, | |
| { | |
| "epoch": 5.217391304347826, | |
| "grad_norm": 0.6776373982429504, | |
| "learning_rate": 9.987820251299122e-05, | |
| "loss": 0.4199, | |
| "step": 30 | |
| }, | |
| { | |
| "epoch": 5.565217391304348, | |
| "grad_norm": 0.5079626441001892, | |
| "learning_rate": 9.976136999909156e-05, | |
| "loss": 0.3505, | |
| "step": 32 | |
| }, | |
| { | |
| "epoch": 5.913043478260869, | |
| "grad_norm": 0.4722975194454193, | |
| "learning_rate": 9.96057350657239e-05, | |
| "loss": 0.2407, | |
| "step": 34 | |
| }, | |
| { | |
| "epoch": 5.913043478260869, | |
| "eval_loss": 0.42708635330200195, | |
| "eval_runtime": 4.1456, | |
| "eval_samples_per_second": 2.895, | |
| "eval_steps_per_second": 2.895, | |
| "step": 34 | |
| }, | |
| { | |
| "epoch": 6.260869565217392, | |
| "grad_norm": 0.4819077253341675, | |
| "learning_rate": 9.941141907232765e-05, | |
| "loss": 0.2277, | |
| "step": 36 | |
| }, | |
| { | |
| "epoch": 6.608695652173913, | |
| "grad_norm": 0.6771033406257629, | |
| "learning_rate": 9.917857354066931e-05, | |
| "loss": 0.3285, | |
| "step": 38 | |
| }, | |
| { | |
| "epoch": 6.956521739130435, | |
| "grad_norm": 0.5343215465545654, | |
| "learning_rate": 9.890738003669029e-05, | |
| "loss": 0.2032, | |
| "step": 40 | |
| }, | |
| { | |
| "epoch": 6.956521739130435, | |
| "eval_loss": 0.42271220684051514, | |
| "eval_runtime": 4.1435, | |
| "eval_samples_per_second": 2.896, | |
| "eval_steps_per_second": 2.896, | |
| "step": 40 | |
| }, | |
| { | |
| "epoch": 7.304347826086957, | |
| "grad_norm": 1.0948623418807983, | |
| "learning_rate": 9.859805002892732e-05, | |
| "loss": 0.17, | |
| "step": 42 | |
| }, | |
| { | |
| "epoch": 7.6521739130434785, | |
| "grad_norm": 0.5120678544044495, | |
| "learning_rate": 9.825082472361557e-05, | |
| "loss": 0.1442, | |
| "step": 44 | |
| }, | |
| { | |
| "epoch": 8.0, | |
| "grad_norm": 0.6902849078178406, | |
| "learning_rate": 9.786597487660337e-05, | |
| "loss": 0.2575, | |
| "step": 46 | |
| }, | |
| { | |
| "epoch": 8.0, | |
| "eval_loss": 0.4339255392551422, | |
| "eval_runtime": 4.1392, | |
| "eval_samples_per_second": 2.899, | |
| "eval_steps_per_second": 2.899, | |
| "step": 46 | |
| }, | |
| { | |
| "epoch": 8.347826086956522, | |
| "grad_norm": 0.5653378367424011, | |
| "learning_rate": 9.744380058222483e-05, | |
| "loss": 0.1162, | |
| "step": 48 | |
| }, | |
| { | |
| "epoch": 8.695652173913043, | |
| "grad_norm": 0.5017738342285156, | |
| "learning_rate": 9.698463103929542e-05, | |
| "loss": 0.1486, | |
| "step": 50 | |
| }, | |
| { | |
| "epoch": 8.869565217391305, | |
| "eval_loss": 0.48427414894104004, | |
| "eval_runtime": 4.1461, | |
| "eval_samples_per_second": 2.894, | |
| "eval_steps_per_second": 2.894, | |
| "step": 51 | |
| }, | |
| { | |
| "epoch": 9.043478260869565, | |
| "grad_norm": 1.150048851966858, | |
| "learning_rate": 9.648882429441257e-05, | |
| "loss": 0.1247, | |
| "step": 52 | |
| }, | |
| { | |
| "epoch": 9.391304347826088, | |
| "grad_norm": 0.5316926836967468, | |
| "learning_rate": 9.595676696276172e-05, | |
| "loss": 0.0568, | |
| "step": 54 | |
| }, | |
| { | |
| "epoch": 9.73913043478261, | |
| "grad_norm": 0.6746953725814819, | |
| "learning_rate": 9.538887392664544e-05, | |
| "loss": 0.0961, | |
| "step": 56 | |
| }, | |
| { | |
| "epoch": 9.91304347826087, | |
| "eval_loss": 0.5847387313842773, | |
| "eval_runtime": 4.1449, | |
| "eval_samples_per_second": 2.895, | |
| "eval_steps_per_second": 2.895, | |
| "step": 57 | |
| }, | |
| { | |
| "epoch": 10.08695652173913, | |
| "grad_norm": 0.5914088487625122, | |
| "learning_rate": 9.478558801197065e-05, | |
| "loss": 0.074, | |
| "step": 58 | |
| }, | |
| { | |
| "epoch": 10.434782608695652, | |
| "grad_norm": 0.5299249887466431, | |
| "learning_rate": 9.414737964294636e-05, | |
| "loss": 0.0294, | |
| "step": 60 | |
| }, | |
| { | |
| "epoch": 10.782608695652174, | |
| "grad_norm": 0.919384777545929, | |
| "learning_rate": 9.347474647526095e-05, | |
| "loss": 0.0285, | |
| "step": 62 | |
| }, | |
| { | |
| "epoch": 10.956521739130435, | |
| "eval_loss": 0.7613394856452942, | |
| "eval_runtime": 4.144, | |
| "eval_samples_per_second": 2.896, | |
| "eval_steps_per_second": 2.896, | |
| "step": 63 | |
| }, | |
| { | |
| "epoch": 11.130434782608695, | |
| "grad_norm": 0.4312540888786316, | |
| "learning_rate": 9.276821300802534e-05, | |
| "loss": 0.0218, | |
| "step": 64 | |
| }, | |
| { | |
| "epoch": 11.478260869565217, | |
| "grad_norm": 0.10152506828308105, | |
| "learning_rate": 9.202833017478422e-05, | |
| "loss": 0.0079, | |
| "step": 66 | |
| }, | |
| { | |
| "epoch": 11.826086956521738, | |
| "grad_norm": 1.1622179746627808, | |
| "learning_rate": 9.125567491391476e-05, | |
| "loss": 0.0231, | |
| "step": 68 | |
| }, | |
| { | |
| "epoch": 12.0, | |
| "eval_loss": 0.8746951222419739, | |
| "eval_runtime": 4.1414, | |
| "eval_samples_per_second": 2.898, | |
| "eval_steps_per_second": 2.898, | |
| "step": 69 | |
| }, | |
| { | |
| "epoch": 12.173913043478262, | |
| "grad_norm": 0.28440412878990173, | |
| "learning_rate": 9.045084971874738e-05, | |
| "loss": 0.0052, | |
| "step": 70 | |
| }, | |
| { | |
| "epoch": 12.521739130434783, | |
| "grad_norm": 0.2543913424015045, | |
| "learning_rate": 8.961448216775954e-05, | |
| "loss": 0.0042, | |
| "step": 72 | |
| }, | |
| { | |
| "epoch": 12.869565217391305, | |
| "grad_norm": 1.0935192108154297, | |
| "learning_rate": 8.874722443520899e-05, | |
| "loss": 0.0118, | |
| "step": 74 | |
| }, | |
| { | |
| "epoch": 12.869565217391305, | |
| "eval_loss": 0.9378873705863953, | |
| "eval_runtime": 4.145, | |
| "eval_samples_per_second": 2.895, | |
| "eval_steps_per_second": 2.895, | |
| "step": 74 | |
| }, | |
| { | |
| "epoch": 13.217391304347826, | |
| "grad_norm": 0.28088173270225525, | |
| "learning_rate": 8.784975278258783e-05, | |
| "loss": 0.0044, | |
| "step": 76 | |
| }, | |
| { | |
| "epoch": 13.565217391304348, | |
| "grad_norm": 0.14173804223537445, | |
| "learning_rate": 8.692276703129421e-05, | |
| "loss": 0.0027, | |
| "step": 78 | |
| }, | |
| { | |
| "epoch": 13.91304347826087, | |
| "grad_norm": 1.3909518718719482, | |
| "learning_rate": 8.596699001693255e-05, | |
| "loss": 0.0095, | |
| "step": 80 | |
| }, | |
| { | |
| "epoch": 13.91304347826087, | |
| "eval_loss": 1.0328662395477295, | |
| "eval_runtime": 4.1433, | |
| "eval_samples_per_second": 2.896, | |
| "eval_steps_per_second": 2.896, | |
| "step": 80 | |
| }, | |
| { | |
| "epoch": 13.91304347826087, | |
| "step": 80, | |
| "total_flos": 1.7573306278346752e+16, | |
| "train_loss": 0.6591164629440754, | |
| "train_runtime": 754.5401, | |
| "train_samples_per_second": 3.048, | |
| "train_steps_per_second": 0.331 | |
| } | |
| ], | |
| "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": 1.7573306278346752e+16, | |
| "train_batch_size": 1, | |
| "trial_name": null, | |
| "trial_params": null | |
| } | |