|
{ |
|
"best_metric": 0.6937975883483887, |
|
"best_model_checkpoint": "data/Gemma-2-2B_task-2_60-samples_config-2_auto/checkpoint-28", |
|
"epoch": 16.695652173913043, |
|
"eval_steps": 500, |
|
"global_step": 48, |
|
"is_hyper_param_search": false, |
|
"is_local_process_zero": true, |
|
"is_world_process_zero": true, |
|
"log_history": [ |
|
{ |
|
"epoch": 0.34782608695652173, |
|
"grad_norm": 0.7196612358093262, |
|
"learning_rate": 1e-05, |
|
"loss": 1.0245, |
|
"step": 1 |
|
}, |
|
{ |
|
"epoch": 0.6956521739130435, |
|
"grad_norm": 0.6809248924255371, |
|
"learning_rate": 2e-05, |
|
"loss": 0.9552, |
|
"step": 2 |
|
}, |
|
{ |
|
"epoch": 0.6956521739130435, |
|
"eval_loss": 1.0745519399642944, |
|
"eval_runtime": 5.4065, |
|
"eval_samples_per_second": 2.22, |
|
"eval_steps_per_second": 2.22, |
|
"step": 2 |
|
}, |
|
{ |
|
"epoch": 1.391304347826087, |
|
"grad_norm": 0.6720972657203674, |
|
"learning_rate": 4e-05, |
|
"loss": 0.9555, |
|
"step": 4 |
|
}, |
|
{ |
|
"epoch": 1.7391304347826086, |
|
"eval_loss": 1.032631278038025, |
|
"eval_runtime": 5.1616, |
|
"eval_samples_per_second": 2.325, |
|
"eval_steps_per_second": 2.325, |
|
"step": 5 |
|
}, |
|
{ |
|
"epoch": 2.0869565217391304, |
|
"grad_norm": 0.6311763525009155, |
|
"learning_rate": 6e-05, |
|
"loss": 0.9764, |
|
"step": 6 |
|
}, |
|
{ |
|
"epoch": 2.782608695652174, |
|
"grad_norm": 0.5127931237220764, |
|
"learning_rate": 8e-05, |
|
"loss": 0.8712, |
|
"step": 8 |
|
}, |
|
{ |
|
"epoch": 2.782608695652174, |
|
"eval_loss": 0.9149246215820312, |
|
"eval_runtime": 5.1677, |
|
"eval_samples_per_second": 2.322, |
|
"eval_steps_per_second": 2.322, |
|
"step": 8 |
|
}, |
|
{ |
|
"epoch": 3.4782608695652173, |
|
"grad_norm": 0.5144202709197998, |
|
"learning_rate": 0.0001, |
|
"loss": 0.7712, |
|
"step": 10 |
|
}, |
|
{ |
|
"epoch": 3.8260869565217392, |
|
"eval_loss": 0.831948459148407, |
|
"eval_runtime": 5.1637, |
|
"eval_samples_per_second": 2.324, |
|
"eval_steps_per_second": 2.324, |
|
"step": 11 |
|
}, |
|
{ |
|
"epoch": 4.173913043478261, |
|
"grad_norm": 0.425078809261322, |
|
"learning_rate": 9.987820251299122e-05, |
|
"loss": 0.7448, |
|
"step": 12 |
|
}, |
|
{ |
|
"epoch": 4.869565217391305, |
|
"grad_norm": 0.42148834466934204, |
|
"learning_rate": 9.951340343707852e-05, |
|
"loss": 0.6958, |
|
"step": 14 |
|
}, |
|
{ |
|
"epoch": 4.869565217391305, |
|
"eval_loss": 0.7876434326171875, |
|
"eval_runtime": 5.1596, |
|
"eval_samples_per_second": 2.326, |
|
"eval_steps_per_second": 2.326, |
|
"step": 14 |
|
}, |
|
{ |
|
"epoch": 5.565217391304348, |
|
"grad_norm": 0.3883320987224579, |
|
"learning_rate": 9.890738003669029e-05, |
|
"loss": 0.6428, |
|
"step": 16 |
|
}, |
|
{ |
|
"epoch": 5.913043478260869, |
|
"eval_loss": 0.7528664469718933, |
|
"eval_runtime": 5.1626, |
|
"eval_samples_per_second": 2.324, |
|
"eval_steps_per_second": 2.324, |
|
"step": 17 |
|
}, |
|
{ |
|
"epoch": 6.260869565217392, |
|
"grad_norm": 0.3374294638633728, |
|
"learning_rate": 9.806308479691595e-05, |
|
"loss": 0.5915, |
|
"step": 18 |
|
}, |
|
{ |
|
"epoch": 6.956521739130435, |
|
"grad_norm": 0.3409869074821472, |
|
"learning_rate": 9.698463103929542e-05, |
|
"loss": 0.5843, |
|
"step": 20 |
|
}, |
|
{ |
|
"epoch": 6.956521739130435, |
|
"eval_loss": 0.7261620163917542, |
|
"eval_runtime": 5.1657, |
|
"eval_samples_per_second": 2.323, |
|
"eval_steps_per_second": 2.323, |
|
"step": 20 |
|
}, |
|
{ |
|
"epoch": 7.6521739130434785, |
|
"grad_norm": 0.3142615854740143, |
|
"learning_rate": 9.567727288213005e-05, |
|
"loss": 0.561, |
|
"step": 22 |
|
}, |
|
{ |
|
"epoch": 8.0, |
|
"eval_loss": 0.7110547423362732, |
|
"eval_runtime": 5.1618, |
|
"eval_samples_per_second": 2.325, |
|
"eval_steps_per_second": 2.325, |
|
"step": 23 |
|
}, |
|
{ |
|
"epoch": 8.347826086956522, |
|
"grad_norm": 0.32146942615509033, |
|
"learning_rate": 9.414737964294636e-05, |
|
"loss": 0.5211, |
|
"step": 24 |
|
}, |
|
{ |
|
"epoch": 8.695652173913043, |
|
"eval_loss": 0.702172577381134, |
|
"eval_runtime": 5.1626, |
|
"eval_samples_per_second": 2.324, |
|
"eval_steps_per_second": 2.324, |
|
"step": 25 |
|
}, |
|
{ |
|
"epoch": 9.043478260869565, |
|
"grad_norm": 0.35450097918510437, |
|
"learning_rate": 9.24024048078213e-05, |
|
"loss": 0.5081, |
|
"step": 26 |
|
}, |
|
{ |
|
"epoch": 9.73913043478261, |
|
"grad_norm": 0.30655330419540405, |
|
"learning_rate": 9.045084971874738e-05, |
|
"loss": 0.456, |
|
"step": 28 |
|
}, |
|
{ |
|
"epoch": 9.73913043478261, |
|
"eval_loss": 0.6937975883483887, |
|
"eval_runtime": 5.1602, |
|
"eval_samples_per_second": 2.326, |
|
"eval_steps_per_second": 2.326, |
|
"step": 28 |
|
}, |
|
{ |
|
"epoch": 10.434782608695652, |
|
"grad_norm": 0.307801753282547, |
|
"learning_rate": 8.83022221559489e-05, |
|
"loss": 0.4502, |
|
"step": 30 |
|
}, |
|
{ |
|
"epoch": 10.782608695652174, |
|
"eval_loss": 0.6949651837348938, |
|
"eval_runtime": 5.1617, |
|
"eval_samples_per_second": 2.325, |
|
"eval_steps_per_second": 2.325, |
|
"step": 31 |
|
}, |
|
{ |
|
"epoch": 11.130434782608695, |
|
"grad_norm": 0.3407575488090515, |
|
"learning_rate": 8.596699001693255e-05, |
|
"loss": 0.4285, |
|
"step": 32 |
|
}, |
|
{ |
|
"epoch": 11.826086956521738, |
|
"grad_norm": 0.4042392373085022, |
|
"learning_rate": 8.345653031794292e-05, |
|
"loss": 0.3993, |
|
"step": 34 |
|
}, |
|
{ |
|
"epoch": 11.826086956521738, |
|
"eval_loss": 0.7011234164237976, |
|
"eval_runtime": 5.1622, |
|
"eval_samples_per_second": 2.325, |
|
"eval_steps_per_second": 2.325, |
|
"step": 34 |
|
}, |
|
{ |
|
"epoch": 12.521739130434783, |
|
"grad_norm": 0.3360240161418915, |
|
"learning_rate": 8.07830737662829e-05, |
|
"loss": 0.3589, |
|
"step": 36 |
|
}, |
|
{ |
|
"epoch": 12.869565217391305, |
|
"eval_loss": 0.7186114192008972, |
|
"eval_runtime": 5.1629, |
|
"eval_samples_per_second": 2.324, |
|
"eval_steps_per_second": 2.324, |
|
"step": 37 |
|
}, |
|
{ |
|
"epoch": 13.217391304347826, |
|
"grad_norm": 0.4053281545639038, |
|
"learning_rate": 7.795964517353735e-05, |
|
"loss": 0.3506, |
|
"step": 38 |
|
}, |
|
{ |
|
"epoch": 13.91304347826087, |
|
"grad_norm": 0.36633118987083435, |
|
"learning_rate": 7.500000000000001e-05, |
|
"loss": 0.3157, |
|
"step": 40 |
|
}, |
|
{ |
|
"epoch": 13.91304347826087, |
|
"eval_loss": 0.7445299029350281, |
|
"eval_runtime": 5.1647, |
|
"eval_samples_per_second": 2.323, |
|
"eval_steps_per_second": 2.323, |
|
"step": 40 |
|
}, |
|
{ |
|
"epoch": 14.608695652173914, |
|
"grad_norm": 0.35974082350730896, |
|
"learning_rate": 7.191855733945387e-05, |
|
"loss": 0.2717, |
|
"step": 42 |
|
}, |
|
{ |
|
"epoch": 14.956521739130435, |
|
"eval_loss": 0.7838297486305237, |
|
"eval_runtime": 5.1664, |
|
"eval_samples_per_second": 2.323, |
|
"eval_steps_per_second": 2.323, |
|
"step": 43 |
|
}, |
|
{ |
|
"epoch": 15.304347826086957, |
|
"grad_norm": 0.3751522898674011, |
|
"learning_rate": 6.873032967079561e-05, |
|
"loss": 0.2637, |
|
"step": 44 |
|
}, |
|
{ |
|
"epoch": 16.0, |
|
"grad_norm": 0.42833226919174194, |
|
"learning_rate": 6.545084971874738e-05, |
|
"loss": 0.2344, |
|
"step": 46 |
|
}, |
|
{ |
|
"epoch": 16.0, |
|
"eval_loss": 0.8412135243415833, |
|
"eval_runtime": 5.1574, |
|
"eval_samples_per_second": 2.327, |
|
"eval_steps_per_second": 2.327, |
|
"step": 46 |
|
}, |
|
{ |
|
"epoch": 16.695652173913043, |
|
"grad_norm": 0.3998011648654938, |
|
"learning_rate": 6.209609477998338e-05, |
|
"loss": 0.1863, |
|
"step": 48 |
|
}, |
|
{ |
|
"epoch": 16.695652173913043, |
|
"eval_loss": 0.8865616917610168, |
|
"eval_runtime": 5.167, |
|
"eval_samples_per_second": 2.322, |
|
"eval_steps_per_second": 2.322, |
|
"step": 48 |
|
}, |
|
{ |
|
"epoch": 16.695652173913043, |
|
"step": 48, |
|
"total_flos": 2.672993913484083e+16, |
|
"train_loss": 0.5509283027301232, |
|
"train_runtime": 1157.3749, |
|
"train_samples_per_second": 1.987, |
|
"train_steps_per_second": 0.086 |
|
} |
|
], |
|
"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": 2.672993913484083e+16, |
|
"train_batch_size": 1, |
|
"trial_name": null, |
|
"trial_params": null |
|
} |
|
|