|
{ |
|
"best_metric": 0.7166422009468079, |
|
"best_model_checkpoint": "data/Llama-31-8B_task-2_60-samples_config-4/checkpoint-143", |
|
"epoch": 56.69565217391305, |
|
"eval_steps": 500, |
|
"global_step": 163, |
|
"is_hyper_param_search": false, |
|
"is_local_process_zero": true, |
|
"is_world_process_zero": true, |
|
"log_history": [ |
|
{ |
|
"epoch": 0.34782608695652173, |
|
"grad_norm": 0.6984618902206421, |
|
"learning_rate": 3.3333333333333335e-07, |
|
"loss": 1.1182, |
|
"step": 1 |
|
}, |
|
{ |
|
"epoch": 0.6956521739130435, |
|
"grad_norm": 0.6601165533065796, |
|
"learning_rate": 6.666666666666667e-07, |
|
"loss": 1.0749, |
|
"step": 2 |
|
}, |
|
{ |
|
"epoch": 0.6956521739130435, |
|
"eval_loss": 1.0965907573699951, |
|
"eval_runtime": 12.9785, |
|
"eval_samples_per_second": 0.925, |
|
"eval_steps_per_second": 0.925, |
|
"step": 2 |
|
}, |
|
{ |
|
"epoch": 1.391304347826087, |
|
"grad_norm": 0.7221220135688782, |
|
"learning_rate": 1.3333333333333334e-06, |
|
"loss": 1.0739, |
|
"step": 4 |
|
}, |
|
{ |
|
"epoch": 1.7391304347826086, |
|
"eval_loss": 1.0941747426986694, |
|
"eval_runtime": 12.9817, |
|
"eval_samples_per_second": 0.924, |
|
"eval_steps_per_second": 0.924, |
|
"step": 5 |
|
}, |
|
{ |
|
"epoch": 2.0869565217391304, |
|
"grad_norm": 0.6844056844711304, |
|
"learning_rate": 2.0000000000000003e-06, |
|
"loss": 1.0805, |
|
"step": 6 |
|
}, |
|
{ |
|
"epoch": 2.782608695652174, |
|
"grad_norm": 0.7226310968399048, |
|
"learning_rate": 2.666666666666667e-06, |
|
"loss": 1.0883, |
|
"step": 8 |
|
}, |
|
{ |
|
"epoch": 2.782608695652174, |
|
"eval_loss": 1.0905098915100098, |
|
"eval_runtime": 12.9814, |
|
"eval_samples_per_second": 0.924, |
|
"eval_steps_per_second": 0.924, |
|
"step": 8 |
|
}, |
|
{ |
|
"epoch": 3.4782608695652173, |
|
"grad_norm": 0.6965072751045227, |
|
"learning_rate": 3.3333333333333333e-06, |
|
"loss": 1.0572, |
|
"step": 10 |
|
}, |
|
{ |
|
"epoch": 3.8260869565217392, |
|
"eval_loss": 1.084372878074646, |
|
"eval_runtime": 12.9774, |
|
"eval_samples_per_second": 0.925, |
|
"eval_steps_per_second": 0.925, |
|
"step": 11 |
|
}, |
|
{ |
|
"epoch": 4.173913043478261, |
|
"grad_norm": 0.6885063648223877, |
|
"learning_rate": 4.000000000000001e-06, |
|
"loss": 1.0867, |
|
"step": 12 |
|
}, |
|
{ |
|
"epoch": 4.869565217391305, |
|
"grad_norm": 0.7193288803100586, |
|
"learning_rate": 4.666666666666667e-06, |
|
"loss": 1.0814, |
|
"step": 14 |
|
}, |
|
{ |
|
"epoch": 4.869565217391305, |
|
"eval_loss": 1.0741270780563354, |
|
"eval_runtime": 12.9811, |
|
"eval_samples_per_second": 0.924, |
|
"eval_steps_per_second": 0.924, |
|
"step": 14 |
|
}, |
|
{ |
|
"epoch": 5.565217391304348, |
|
"grad_norm": 0.6680200099945068, |
|
"learning_rate": 5.333333333333334e-06, |
|
"loss": 1.0423, |
|
"step": 16 |
|
}, |
|
{ |
|
"epoch": 5.913043478260869, |
|
"eval_loss": 1.0622462034225464, |
|
"eval_runtime": 12.9802, |
|
"eval_samples_per_second": 0.924, |
|
"eval_steps_per_second": 0.924, |
|
"step": 17 |
|
}, |
|
{ |
|
"epoch": 6.260869565217392, |
|
"grad_norm": 0.669226348400116, |
|
"learning_rate": 6e-06, |
|
"loss": 1.0248, |
|
"step": 18 |
|
}, |
|
{ |
|
"epoch": 6.956521739130435, |
|
"grad_norm": 0.6525329947471619, |
|
"learning_rate": 6.666666666666667e-06, |
|
"loss": 1.0626, |
|
"step": 20 |
|
}, |
|
{ |
|
"epoch": 6.956521739130435, |
|
"eval_loss": 1.0461969375610352, |
|
"eval_runtime": 12.9785, |
|
"eval_samples_per_second": 0.925, |
|
"eval_steps_per_second": 0.925, |
|
"step": 20 |
|
}, |
|
{ |
|
"epoch": 7.6521739130434785, |
|
"grad_norm": 0.6599993705749512, |
|
"learning_rate": 7.333333333333333e-06, |
|
"loss": 1.0118, |
|
"step": 22 |
|
}, |
|
{ |
|
"epoch": 8.0, |
|
"eval_loss": 1.0248109102249146, |
|
"eval_runtime": 12.9803, |
|
"eval_samples_per_second": 0.924, |
|
"eval_steps_per_second": 0.924, |
|
"step": 23 |
|
}, |
|
{ |
|
"epoch": 8.347826086956522, |
|
"grad_norm": 0.6169376969337463, |
|
"learning_rate": 8.000000000000001e-06, |
|
"loss": 1.0176, |
|
"step": 24 |
|
}, |
|
{ |
|
"epoch": 8.695652173913043, |
|
"eval_loss": 1.0099031925201416, |
|
"eval_runtime": 12.9784, |
|
"eval_samples_per_second": 0.925, |
|
"eval_steps_per_second": 0.925, |
|
"step": 25 |
|
}, |
|
{ |
|
"epoch": 9.043478260869565, |
|
"grad_norm": 0.6581985950469971, |
|
"learning_rate": 8.666666666666668e-06, |
|
"loss": 1.0046, |
|
"step": 26 |
|
}, |
|
{ |
|
"epoch": 9.73913043478261, |
|
"grad_norm": 0.5997404456138611, |
|
"learning_rate": 9.333333333333334e-06, |
|
"loss": 0.9728, |
|
"step": 28 |
|
}, |
|
{ |
|
"epoch": 9.73913043478261, |
|
"eval_loss": 0.9821717143058777, |
|
"eval_runtime": 12.9796, |
|
"eval_samples_per_second": 0.925, |
|
"eval_steps_per_second": 0.925, |
|
"step": 28 |
|
}, |
|
{ |
|
"epoch": 10.434782608695652, |
|
"grad_norm": 0.5669417977333069, |
|
"learning_rate": 1e-05, |
|
"loss": 0.9567, |
|
"step": 30 |
|
}, |
|
{ |
|
"epoch": 10.782608695652174, |
|
"eval_loss": 0.9526691436767578, |
|
"eval_runtime": 12.98, |
|
"eval_samples_per_second": 0.924, |
|
"eval_steps_per_second": 0.924, |
|
"step": 31 |
|
}, |
|
{ |
|
"epoch": 11.130434782608695, |
|
"grad_norm": 0.5114875435829163, |
|
"learning_rate": 9.99864620589731e-06, |
|
"loss": 0.9557, |
|
"step": 32 |
|
}, |
|
{ |
|
"epoch": 11.826086956521738, |
|
"grad_norm": 0.4725043773651123, |
|
"learning_rate": 9.994585556692624e-06, |
|
"loss": 0.9202, |
|
"step": 34 |
|
}, |
|
{ |
|
"epoch": 11.826086956521738, |
|
"eval_loss": 0.9259089827537537, |
|
"eval_runtime": 12.9791, |
|
"eval_samples_per_second": 0.925, |
|
"eval_steps_per_second": 0.925, |
|
"step": 34 |
|
}, |
|
{ |
|
"epoch": 12.521739130434783, |
|
"grad_norm": 0.4576855003833771, |
|
"learning_rate": 9.987820251299121e-06, |
|
"loss": 0.9099, |
|
"step": 36 |
|
}, |
|
{ |
|
"epoch": 12.869565217391305, |
|
"eval_loss": 0.9014627933502197, |
|
"eval_runtime": 12.9828, |
|
"eval_samples_per_second": 0.924, |
|
"eval_steps_per_second": 0.924, |
|
"step": 37 |
|
}, |
|
{ |
|
"epoch": 13.217391304347826, |
|
"grad_norm": 0.3902890384197235, |
|
"learning_rate": 9.978353953249023e-06, |
|
"loss": 0.87, |
|
"step": 38 |
|
}, |
|
{ |
|
"epoch": 13.91304347826087, |
|
"grad_norm": 0.3489598333835602, |
|
"learning_rate": 9.966191788709716e-06, |
|
"loss": 0.8806, |
|
"step": 40 |
|
}, |
|
{ |
|
"epoch": 13.91304347826087, |
|
"eval_loss": 0.8827962279319763, |
|
"eval_runtime": 12.9816, |
|
"eval_samples_per_second": 0.924, |
|
"eval_steps_per_second": 0.924, |
|
"step": 40 |
|
}, |
|
{ |
|
"epoch": 14.608695652173914, |
|
"grad_norm": 0.32044491171836853, |
|
"learning_rate": 9.951340343707852e-06, |
|
"loss": 0.7975, |
|
"step": 42 |
|
}, |
|
{ |
|
"epoch": 14.956521739130435, |
|
"eval_loss": 0.8661110997200012, |
|
"eval_runtime": 12.9821, |
|
"eval_samples_per_second": 0.924, |
|
"eval_steps_per_second": 0.924, |
|
"step": 43 |
|
}, |
|
{ |
|
"epoch": 15.304347826086957, |
|
"grad_norm": 0.2890640199184418, |
|
"learning_rate": 9.933807660562898e-06, |
|
"loss": 0.8663, |
|
"step": 44 |
|
}, |
|
{ |
|
"epoch": 16.0, |
|
"grad_norm": 0.26249009370803833, |
|
"learning_rate": 9.913603233532067e-06, |
|
"loss": 0.8572, |
|
"step": 46 |
|
}, |
|
{ |
|
"epoch": 16.0, |
|
"eval_loss": 0.8533071875572205, |
|
"eval_runtime": 12.9792, |
|
"eval_samples_per_second": 0.925, |
|
"eval_steps_per_second": 0.925, |
|
"step": 46 |
|
}, |
|
{ |
|
"epoch": 16.695652173913043, |
|
"grad_norm": 0.3019982874393463, |
|
"learning_rate": 9.890738003669029e-06, |
|
"loss": 0.8342, |
|
"step": 48 |
|
}, |
|
{ |
|
"epoch": 16.695652173913043, |
|
"eval_loss": 0.8447268009185791, |
|
"eval_runtime": 12.9818, |
|
"eval_samples_per_second": 0.924, |
|
"eval_steps_per_second": 0.924, |
|
"step": 48 |
|
}, |
|
{ |
|
"epoch": 17.391304347826086, |
|
"grad_norm": 0.3173466920852661, |
|
"learning_rate": 9.86522435289912e-06, |
|
"loss": 0.8242, |
|
"step": 50 |
|
}, |
|
{ |
|
"epoch": 17.73913043478261, |
|
"eval_loss": 0.8330853581428528, |
|
"eval_runtime": 12.9877, |
|
"eval_samples_per_second": 0.924, |
|
"eval_steps_per_second": 0.924, |
|
"step": 51 |
|
}, |
|
{ |
|
"epoch": 18.08695652173913, |
|
"grad_norm": 0.2738870084285736, |
|
"learning_rate": 9.83707609731432e-06, |
|
"loss": 0.788, |
|
"step": 52 |
|
}, |
|
{ |
|
"epoch": 18.782608695652176, |
|
"grad_norm": 0.27857592701911926, |
|
"learning_rate": 9.806308479691595e-06, |
|
"loss": 0.7954, |
|
"step": 54 |
|
}, |
|
{ |
|
"epoch": 18.782608695652176, |
|
"eval_loss": 0.8223147988319397, |
|
"eval_runtime": 12.9802, |
|
"eval_samples_per_second": 0.924, |
|
"eval_steps_per_second": 0.924, |
|
"step": 54 |
|
}, |
|
{ |
|
"epoch": 19.47826086956522, |
|
"grad_norm": 0.2908647656440735, |
|
"learning_rate": 9.77293816123866e-06, |
|
"loss": 0.8235, |
|
"step": 56 |
|
}, |
|
{ |
|
"epoch": 19.82608695652174, |
|
"eval_loss": 0.8121759295463562, |
|
"eval_runtime": 12.98, |
|
"eval_samples_per_second": 0.925, |
|
"eval_steps_per_second": 0.925, |
|
"step": 57 |
|
}, |
|
{ |
|
"epoch": 20.17391304347826, |
|
"grad_norm": 0.26751863956451416, |
|
"learning_rate": 9.736983212571646e-06, |
|
"loss": 0.7656, |
|
"step": 58 |
|
}, |
|
{ |
|
"epoch": 20.869565217391305, |
|
"grad_norm": 0.25762423872947693, |
|
"learning_rate": 9.698463103929542e-06, |
|
"loss": 0.7896, |
|
"step": 60 |
|
}, |
|
{ |
|
"epoch": 20.869565217391305, |
|
"eval_loss": 0.8017132878303528, |
|
"eval_runtime": 12.9778, |
|
"eval_samples_per_second": 0.925, |
|
"eval_steps_per_second": 0.925, |
|
"step": 60 |
|
}, |
|
{ |
|
"epoch": 21.565217391304348, |
|
"grad_norm": 0.2695617973804474, |
|
"learning_rate": 9.657398694630713e-06, |
|
"loss": 0.7775, |
|
"step": 62 |
|
}, |
|
{ |
|
"epoch": 21.91304347826087, |
|
"eval_loss": 0.7932851910591125, |
|
"eval_runtime": 12.9771, |
|
"eval_samples_per_second": 0.925, |
|
"eval_steps_per_second": 0.925, |
|
"step": 63 |
|
}, |
|
{ |
|
"epoch": 22.26086956521739, |
|
"grad_norm": 0.2556411027908325, |
|
"learning_rate": 9.613812221777212e-06, |
|
"loss": 0.7745, |
|
"step": 64 |
|
}, |
|
{ |
|
"epoch": 22.956521739130434, |
|
"grad_norm": 0.23346319794654846, |
|
"learning_rate": 9.567727288213005e-06, |
|
"loss": 0.7315, |
|
"step": 66 |
|
}, |
|
{ |
|
"epoch": 22.956521739130434, |
|
"eval_loss": 0.7861952185630798, |
|
"eval_runtime": 12.9804, |
|
"eval_samples_per_second": 0.924, |
|
"eval_steps_per_second": 0.924, |
|
"step": 66 |
|
}, |
|
{ |
|
"epoch": 23.652173913043477, |
|
"grad_norm": 0.22954562306404114, |
|
"learning_rate": 9.519168849742603e-06, |
|
"loss": 0.7702, |
|
"step": 68 |
|
}, |
|
{ |
|
"epoch": 24.0, |
|
"eval_loss": 0.7799764275550842, |
|
"eval_runtime": 12.9807, |
|
"eval_samples_per_second": 0.924, |
|
"eval_steps_per_second": 0.924, |
|
"step": 69 |
|
}, |
|
{ |
|
"epoch": 24.347826086956523, |
|
"grad_norm": 0.21833382546901703, |
|
"learning_rate": 9.468163201617063e-06, |
|
"loss": 0.7262, |
|
"step": 70 |
|
}, |
|
{ |
|
"epoch": 24.695652173913043, |
|
"eval_loss": 0.7756370902061462, |
|
"eval_runtime": 12.9905, |
|
"eval_samples_per_second": 0.924, |
|
"eval_steps_per_second": 0.924, |
|
"step": 71 |
|
}, |
|
{ |
|
"epoch": 25.043478260869566, |
|
"grad_norm": 0.23636947572231293, |
|
"learning_rate": 9.414737964294636e-06, |
|
"loss": 0.749, |
|
"step": 72 |
|
}, |
|
{ |
|
"epoch": 25.73913043478261, |
|
"grad_norm": 0.21684788167476654, |
|
"learning_rate": 9.358922068483813e-06, |
|
"loss": 0.7683, |
|
"step": 74 |
|
}, |
|
{ |
|
"epoch": 25.73913043478261, |
|
"eval_loss": 0.7715494632720947, |
|
"eval_runtime": 12.9818, |
|
"eval_samples_per_second": 0.924, |
|
"eval_steps_per_second": 0.924, |
|
"step": 74 |
|
}, |
|
{ |
|
"epoch": 26.434782608695652, |
|
"grad_norm": 0.2162179797887802, |
|
"learning_rate": 9.30074573947683e-06, |
|
"loss": 0.7043, |
|
"step": 76 |
|
}, |
|
{ |
|
"epoch": 26.782608695652176, |
|
"eval_loss": 0.7655512690544128, |
|
"eval_runtime": 12.9823, |
|
"eval_samples_per_second": 0.924, |
|
"eval_steps_per_second": 0.924, |
|
"step": 77 |
|
}, |
|
{ |
|
"epoch": 27.130434782608695, |
|
"grad_norm": 0.2316512167453766, |
|
"learning_rate": 9.24024048078213e-06, |
|
"loss": 0.7234, |
|
"step": 78 |
|
}, |
|
{ |
|
"epoch": 27.82608695652174, |
|
"grad_norm": 0.21031486988067627, |
|
"learning_rate": 9.177439057064684e-06, |
|
"loss": 0.7314, |
|
"step": 80 |
|
}, |
|
{ |
|
"epoch": 27.82608695652174, |
|
"eval_loss": 0.7621185779571533, |
|
"eval_runtime": 12.9789, |
|
"eval_samples_per_second": 0.925, |
|
"eval_steps_per_second": 0.925, |
|
"step": 80 |
|
}, |
|
{ |
|
"epoch": 28.52173913043478, |
|
"grad_norm": 0.20802505314350128, |
|
"learning_rate": 9.112375476403313e-06, |
|
"loss": 0.7093, |
|
"step": 82 |
|
}, |
|
{ |
|
"epoch": 28.869565217391305, |
|
"eval_loss": 0.7585732936859131, |
|
"eval_runtime": 12.9843, |
|
"eval_samples_per_second": 0.924, |
|
"eval_steps_per_second": 0.924, |
|
"step": 83 |
|
}, |
|
{ |
|
"epoch": 29.217391304347824, |
|
"grad_norm": 0.20854762196540833, |
|
"learning_rate": 9.045084971874738e-06, |
|
"loss": 0.7138, |
|
"step": 84 |
|
}, |
|
{ |
|
"epoch": 29.91304347826087, |
|
"grad_norm": 0.21915678679943085, |
|
"learning_rate": 8.97560398247424e-06, |
|
"loss": 0.7047, |
|
"step": 86 |
|
}, |
|
{ |
|
"epoch": 29.91304347826087, |
|
"eval_loss": 0.7542468905448914, |
|
"eval_runtime": 12.9809, |
|
"eval_samples_per_second": 0.924, |
|
"eval_steps_per_second": 0.924, |
|
"step": 86 |
|
}, |
|
{ |
|
"epoch": 30.608695652173914, |
|
"grad_norm": 0.20012685656547546, |
|
"learning_rate": 8.903970133383297e-06, |
|
"loss": 0.707, |
|
"step": 88 |
|
}, |
|
{ |
|
"epoch": 30.956521739130434, |
|
"eval_loss": 0.7506493926048279, |
|
"eval_runtime": 12.9843, |
|
"eval_samples_per_second": 0.924, |
|
"eval_steps_per_second": 0.924, |
|
"step": 89 |
|
}, |
|
{ |
|
"epoch": 31.304347826086957, |
|
"grad_norm": 0.2392660677433014, |
|
"learning_rate": 8.83022221559489e-06, |
|
"loss": 0.6921, |
|
"step": 90 |
|
}, |
|
{ |
|
"epoch": 32.0, |
|
"grad_norm": 0.20580413937568665, |
|
"learning_rate": 8.754400164907496e-06, |
|
"loss": 0.7128, |
|
"step": 92 |
|
}, |
|
{ |
|
"epoch": 32.0, |
|
"eval_loss": 0.7475277781486511, |
|
"eval_runtime": 12.9807, |
|
"eval_samples_per_second": 0.924, |
|
"eval_steps_per_second": 0.924, |
|
"step": 92 |
|
}, |
|
{ |
|
"epoch": 32.69565217391305, |
|
"grad_norm": 0.21809720993041992, |
|
"learning_rate": 8.676545040299145e-06, |
|
"loss": 0.676, |
|
"step": 94 |
|
}, |
|
{ |
|
"epoch": 32.69565217391305, |
|
"eval_loss": 0.7451496124267578, |
|
"eval_runtime": 12.9817, |
|
"eval_samples_per_second": 0.924, |
|
"eval_steps_per_second": 0.924, |
|
"step": 94 |
|
}, |
|
{ |
|
"epoch": 33.391304347826086, |
|
"grad_norm": 0.22367319464683533, |
|
"learning_rate": 8.596699001693257e-06, |
|
"loss": 0.7113, |
|
"step": 96 |
|
}, |
|
{ |
|
"epoch": 33.73913043478261, |
|
"eval_loss": 0.741963803768158, |
|
"eval_runtime": 12.988, |
|
"eval_samples_per_second": 0.924, |
|
"eval_steps_per_second": 0.924, |
|
"step": 97 |
|
}, |
|
{ |
|
"epoch": 34.08695652173913, |
|
"grad_norm": 0.22299408912658691, |
|
"learning_rate": 8.51490528712831e-06, |
|
"loss": 0.68, |
|
"step": 98 |
|
}, |
|
{ |
|
"epoch": 34.78260869565217, |
|
"grad_norm": 0.23509928584098816, |
|
"learning_rate": 8.43120818934367e-06, |
|
"loss": 0.6733, |
|
"step": 100 |
|
}, |
|
{ |
|
"epoch": 34.78260869565217, |
|
"eval_loss": 0.7395928502082825, |
|
"eval_runtime": 12.9789, |
|
"eval_samples_per_second": 0.925, |
|
"eval_steps_per_second": 0.925, |
|
"step": 100 |
|
}, |
|
{ |
|
"epoch": 35.47826086956522, |
|
"grad_norm": 0.22088173031806946, |
|
"learning_rate": 8.345653031794292e-06, |
|
"loss": 0.698, |
|
"step": 102 |
|
}, |
|
{ |
|
"epoch": 35.82608695652174, |
|
"eval_loss": 0.7369885444641113, |
|
"eval_runtime": 12.9801, |
|
"eval_samples_per_second": 0.924, |
|
"eval_steps_per_second": 0.924, |
|
"step": 103 |
|
}, |
|
{ |
|
"epoch": 36.17391304347826, |
|
"grad_norm": 0.2378576695919037, |
|
"learning_rate": 8.258286144107277e-06, |
|
"loss": 0.6446, |
|
"step": 104 |
|
}, |
|
{ |
|
"epoch": 36.869565217391305, |
|
"grad_norm": 0.22731085121631622, |
|
"learning_rate": 8.16915483699355e-06, |
|
"loss": 0.6868, |
|
"step": 106 |
|
}, |
|
{ |
|
"epoch": 36.869565217391305, |
|
"eval_loss": 0.7338590621948242, |
|
"eval_runtime": 12.9803, |
|
"eval_samples_per_second": 0.924, |
|
"eval_steps_per_second": 0.924, |
|
"step": 106 |
|
}, |
|
{ |
|
"epoch": 37.56521739130435, |
|
"grad_norm": 0.21938204765319824, |
|
"learning_rate": 8.078307376628292e-06, |
|
"loss": 0.6633, |
|
"step": 108 |
|
}, |
|
{ |
|
"epoch": 37.91304347826087, |
|
"eval_loss": 0.7310268878936768, |
|
"eval_runtime": 12.9795, |
|
"eval_samples_per_second": 0.925, |
|
"eval_steps_per_second": 0.925, |
|
"step": 109 |
|
}, |
|
{ |
|
"epoch": 38.26086956521739, |
|
"grad_norm": 0.21967856585979462, |
|
"learning_rate": 7.985792958513932e-06, |
|
"loss": 0.6498, |
|
"step": 110 |
|
}, |
|
{ |
|
"epoch": 38.95652173913044, |
|
"grad_norm": 0.22135666012763977, |
|
"learning_rate": 7.891661680839932e-06, |
|
"loss": 0.675, |
|
"step": 112 |
|
}, |
|
{ |
|
"epoch": 38.95652173913044, |
|
"eval_loss": 0.7296469211578369, |
|
"eval_runtime": 12.9811, |
|
"eval_samples_per_second": 0.924, |
|
"eval_steps_per_second": 0.924, |
|
"step": 112 |
|
}, |
|
{ |
|
"epoch": 39.65217391304348, |
|
"grad_norm": 0.2276638001203537, |
|
"learning_rate": 7.795964517353734e-06, |
|
"loss": 0.6563, |
|
"step": 114 |
|
}, |
|
{ |
|
"epoch": 40.0, |
|
"eval_loss": 0.7270292639732361, |
|
"eval_runtime": 12.9804, |
|
"eval_samples_per_second": 0.924, |
|
"eval_steps_per_second": 0.924, |
|
"step": 115 |
|
}, |
|
{ |
|
"epoch": 40.34782608695652, |
|
"grad_norm": 0.23463626205921173, |
|
"learning_rate": 7.698753289757565e-06, |
|
"loss": 0.64, |
|
"step": 116 |
|
}, |
|
{ |
|
"epoch": 40.69565217391305, |
|
"eval_loss": 0.725705087184906, |
|
"eval_runtime": 12.9813, |
|
"eval_samples_per_second": 0.924, |
|
"eval_steps_per_second": 0.924, |
|
"step": 117 |
|
}, |
|
{ |
|
"epoch": 41.04347826086956, |
|
"grad_norm": 0.22769178450107574, |
|
"learning_rate": 7.600080639646077e-06, |
|
"loss": 0.657, |
|
"step": 118 |
|
}, |
|
{ |
|
"epoch": 41.73913043478261, |
|
"grad_norm": 0.22011993825435638, |
|
"learning_rate": 7.500000000000001e-06, |
|
"loss": 0.6314, |
|
"step": 120 |
|
}, |
|
{ |
|
"epoch": 41.73913043478261, |
|
"eval_loss": 0.7242138981819153, |
|
"eval_runtime": 12.9801, |
|
"eval_samples_per_second": 0.924, |
|
"eval_steps_per_second": 0.924, |
|
"step": 120 |
|
}, |
|
{ |
|
"epoch": 42.43478260869565, |
|
"grad_norm": 0.2390049695968628, |
|
"learning_rate": 7.398565566251232e-06, |
|
"loss": 0.619, |
|
"step": 122 |
|
}, |
|
{ |
|
"epoch": 42.78260869565217, |
|
"eval_loss": 0.7225276827812195, |
|
"eval_runtime": 12.9807, |
|
"eval_samples_per_second": 0.924, |
|
"eval_steps_per_second": 0.924, |
|
"step": 123 |
|
}, |
|
{ |
|
"epoch": 43.130434782608695, |
|
"grad_norm": 0.2800259292125702, |
|
"learning_rate": 7.295832266935059e-06, |
|
"loss": 0.6532, |
|
"step": 124 |
|
}, |
|
{ |
|
"epoch": 43.82608695652174, |
|
"grad_norm": 0.22223666310310364, |
|
"learning_rate": 7.191855733945388e-06, |
|
"loss": 0.6256, |
|
"step": 126 |
|
}, |
|
{ |
|
"epoch": 43.82608695652174, |
|
"eval_loss": 0.7211093902587891, |
|
"eval_runtime": 12.9815, |
|
"eval_samples_per_second": 0.924, |
|
"eval_steps_per_second": 0.924, |
|
"step": 126 |
|
}, |
|
{ |
|
"epoch": 44.52173913043478, |
|
"grad_norm": 0.2679072320461273, |
|
"learning_rate": 7.08669227240909e-06, |
|
"loss": 0.634, |
|
"step": 128 |
|
}, |
|
{ |
|
"epoch": 44.869565217391305, |
|
"eval_loss": 0.7197514176368713, |
|
"eval_runtime": 12.9829, |
|
"eval_samples_per_second": 0.924, |
|
"eval_steps_per_second": 0.924, |
|
"step": 129 |
|
}, |
|
{ |
|
"epoch": 45.21739130434783, |
|
"grad_norm": 0.2466752678155899, |
|
"learning_rate": 6.980398830195785e-06, |
|
"loss": 0.6245, |
|
"step": 130 |
|
}, |
|
{ |
|
"epoch": 45.91304347826087, |
|
"grad_norm": 0.2207140475511551, |
|
"learning_rate": 6.873032967079562e-06, |
|
"loss": 0.5984, |
|
"step": 132 |
|
}, |
|
{ |
|
"epoch": 45.91304347826087, |
|
"eval_loss": 0.7184772491455078, |
|
"eval_runtime": 12.9845, |
|
"eval_samples_per_second": 0.924, |
|
"eval_steps_per_second": 0.924, |
|
"step": 132 |
|
}, |
|
{ |
|
"epoch": 46.608695652173914, |
|
"grad_norm": 0.24495841562747955, |
|
"learning_rate": 6.7646528235693445e-06, |
|
"loss": 0.636, |
|
"step": 134 |
|
}, |
|
{ |
|
"epoch": 46.95652173913044, |
|
"eval_loss": 0.7176054120063782, |
|
"eval_runtime": 12.9825, |
|
"eval_samples_per_second": 0.924, |
|
"eval_steps_per_second": 0.924, |
|
"step": 135 |
|
}, |
|
{ |
|
"epoch": 47.30434782608695, |
|
"grad_norm": 0.24388910830020905, |
|
"learning_rate": 6.655317089424791e-06, |
|
"loss": 0.6088, |
|
"step": 136 |
|
}, |
|
{ |
|
"epoch": 48.0, |
|
"grad_norm": 0.2629048824310303, |
|
"learning_rate": 6.545084971874738e-06, |
|
"loss": 0.6084, |
|
"step": 138 |
|
}, |
|
{ |
|
"epoch": 48.0, |
|
"eval_loss": 0.7173163890838623, |
|
"eval_runtime": 12.9805, |
|
"eval_samples_per_second": 0.924, |
|
"eval_steps_per_second": 0.924, |
|
"step": 138 |
|
}, |
|
{ |
|
"epoch": 48.69565217391305, |
|
"grad_norm": 0.23480680584907532, |
|
"learning_rate": 6.434016163555452e-06, |
|
"loss": 0.6068, |
|
"step": 140 |
|
}, |
|
{ |
|
"epoch": 48.69565217391305, |
|
"eval_loss": 0.716775119304657, |
|
"eval_runtime": 12.9805, |
|
"eval_samples_per_second": 0.924, |
|
"eval_steps_per_second": 0.924, |
|
"step": 140 |
|
}, |
|
{ |
|
"epoch": 49.391304347826086, |
|
"grad_norm": 0.24330304563045502, |
|
"learning_rate": 6.322170810186013e-06, |
|
"loss": 0.5982, |
|
"step": 142 |
|
}, |
|
{ |
|
"epoch": 49.73913043478261, |
|
"eval_loss": 0.7166422009468079, |
|
"eval_runtime": 12.9831, |
|
"eval_samples_per_second": 0.924, |
|
"eval_steps_per_second": 0.924, |
|
"step": 143 |
|
}, |
|
{ |
|
"epoch": 50.08695652173913, |
|
"grad_norm": 0.2731475234031677, |
|
"learning_rate": 6.209609477998339e-06, |
|
"loss": 0.5933, |
|
"step": 144 |
|
}, |
|
{ |
|
"epoch": 50.78260869565217, |
|
"grad_norm": 0.28438258171081543, |
|
"learning_rate": 6.0963931209395165e-06, |
|
"loss": 0.6024, |
|
"step": 146 |
|
}, |
|
{ |
|
"epoch": 50.78260869565217, |
|
"eval_loss": 0.7170538306236267, |
|
"eval_runtime": 12.9821, |
|
"eval_samples_per_second": 0.924, |
|
"eval_steps_per_second": 0.924, |
|
"step": 146 |
|
}, |
|
{ |
|
"epoch": 51.47826086956522, |
|
"grad_norm": 0.26069560647010803, |
|
"learning_rate": 5.982583047664151e-06, |
|
"loss": 0.5876, |
|
"step": 148 |
|
}, |
|
{ |
|
"epoch": 51.82608695652174, |
|
"eval_loss": 0.7170079350471497, |
|
"eval_runtime": 12.9793, |
|
"eval_samples_per_second": 0.925, |
|
"eval_steps_per_second": 0.925, |
|
"step": 149 |
|
}, |
|
{ |
|
"epoch": 52.17391304347826, |
|
"grad_norm": 0.30849406123161316, |
|
"learning_rate": 5.8682408883346535e-06, |
|
"loss": 0.5845, |
|
"step": 150 |
|
}, |
|
{ |
|
"epoch": 52.869565217391305, |
|
"grad_norm": 0.2836209833621979, |
|
"learning_rate": 5.753428561247416e-06, |
|
"loss": 0.5852, |
|
"step": 152 |
|
}, |
|
{ |
|
"epoch": 52.869565217391305, |
|
"eval_loss": 0.7168818116188049, |
|
"eval_runtime": 12.9839, |
|
"eval_samples_per_second": 0.924, |
|
"eval_steps_per_second": 0.924, |
|
"step": 152 |
|
}, |
|
{ |
|
"epoch": 53.56521739130435, |
|
"grad_norm": 0.2691332995891571, |
|
"learning_rate": 5.638208239302975e-06, |
|
"loss": 0.5803, |
|
"step": 154 |
|
}, |
|
{ |
|
"epoch": 53.91304347826087, |
|
"eval_loss": 0.7174960970878601, |
|
"eval_runtime": 12.9787, |
|
"eval_samples_per_second": 0.925, |
|
"eval_steps_per_second": 0.925, |
|
"step": 155 |
|
}, |
|
{ |
|
"epoch": 54.26086956521739, |
|
"grad_norm": 0.2947712242603302, |
|
"learning_rate": 5.522642316338268e-06, |
|
"loss": 0.5606, |
|
"step": 156 |
|
}, |
|
{ |
|
"epoch": 54.95652173913044, |
|
"grad_norm": 0.28288403153419495, |
|
"learning_rate": 5.406793373339292e-06, |
|
"loss": 0.5794, |
|
"step": 158 |
|
}, |
|
{ |
|
"epoch": 54.95652173913044, |
|
"eval_loss": 0.717235803604126, |
|
"eval_runtime": 12.9824, |
|
"eval_samples_per_second": 0.924, |
|
"eval_steps_per_second": 0.924, |
|
"step": 158 |
|
}, |
|
{ |
|
"epoch": 55.65217391304348, |
|
"grad_norm": 0.2836114168167114, |
|
"learning_rate": 5.290724144552379e-06, |
|
"loss": 0.5699, |
|
"step": 160 |
|
}, |
|
{ |
|
"epoch": 56.0, |
|
"eval_loss": 0.7187849879264832, |
|
"eval_runtime": 12.9808, |
|
"eval_samples_per_second": 0.924, |
|
"eval_steps_per_second": 0.924, |
|
"step": 161 |
|
}, |
|
{ |
|
"epoch": 56.34782608695652, |
|
"grad_norm": 0.30464258790016174, |
|
"learning_rate": 5.174497483512506e-06, |
|
"loss": 0.5722, |
|
"step": 162 |
|
}, |
|
{ |
|
"epoch": 56.69565217391305, |
|
"eval_loss": 0.719237744808197, |
|
"eval_runtime": 12.9776, |
|
"eval_samples_per_second": 0.925, |
|
"eval_steps_per_second": 0.925, |
|
"step": 163 |
|
}, |
|
{ |
|
"epoch": 56.69565217391305, |
|
"step": 163, |
|
"total_flos": 2.5340798505582592e+17, |
|
"train_loss": 0.767207163243206, |
|
"train_runtime": 9109.3845, |
|
"train_samples_per_second": 0.757, |
|
"train_steps_per_second": 0.033 |
|
} |
|
], |
|
"logging_steps": 2, |
|
"max_steps": 300, |
|
"num_input_tokens_seen": 0, |
|
"num_train_epochs": 150, |
|
"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": 2.5340798505582592e+17, |
|
"train_batch_size": 1, |
|
"trial_name": null, |
|
"trial_params": null |
|
} |
|
|