{ "best_metric": null, "best_model_checkpoint": null, "epoch": 4.716981132075472, "global_step": 2000, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.02, "learning_rate": 1e-05, "loss": 0.002, "step": 10 }, { "epoch": 0.05, "learning_rate": 2e-05, "loss": 0.002, "step": 20 }, { "epoch": 0.07, "learning_rate": 3e-05, "loss": 0.002, "step": 30 }, { "epoch": 0.09, "learning_rate": 4e-05, "loss": 0.0023, "step": 40 }, { "epoch": 0.12, "learning_rate": 5e-05, "loss": 0.0021, "step": 50 }, { "epoch": 0.14, "learning_rate": 6e-05, "loss": 0.0022, "step": 60 }, { "epoch": 0.17, "learning_rate": 7e-05, "loss": 0.0037, "step": 70 }, { "epoch": 0.19, "learning_rate": 8e-05, "loss": 0.0054, "step": 80 }, { "epoch": 0.21, "learning_rate": 9e-05, "loss": 0.0153, "step": 90 }, { "epoch": 0.24, "learning_rate": 0.0001, "loss": 0.0338, "step": 100 }, { "epoch": 0.26, "learning_rate": 9.97584541062802e-05, "loss": 0.0546, "step": 110 }, { "epoch": 0.28, "learning_rate": 9.951690821256039e-05, "loss": 0.0706, "step": 120 }, { "epoch": 0.31, "learning_rate": 9.927536231884058e-05, "loss": 0.0603, "step": 130 }, { "epoch": 0.33, "learning_rate": 9.903381642512077e-05, "loss": 0.0698, "step": 140 }, { "epoch": 0.35, "learning_rate": 9.879227053140096e-05, "loss": 0.0808, "step": 150 }, { "epoch": 0.38, "learning_rate": 9.855072463768117e-05, "loss": 0.0792, "step": 160 }, { "epoch": 0.4, "learning_rate": 9.830917874396136e-05, "loss": 0.0656, "step": 170 }, { "epoch": 0.42, "learning_rate": 9.806763285024155e-05, "loss": 0.0673, "step": 180 }, { "epoch": 0.45, "learning_rate": 9.782608695652174e-05, "loss": 0.0686, "step": 190 }, { "epoch": 0.47, "learning_rate": 9.758454106280194e-05, "loss": 0.0717, "step": 200 }, { "epoch": 0.5, "learning_rate": 9.734299516908213e-05, "loss": 0.066, "step": 210 }, { "epoch": 0.52, "learning_rate": 9.710144927536232e-05, "loss": 0.08, "step": 220 }, { "epoch": 0.54, "learning_rate": 9.685990338164251e-05, "loss": 0.084, "step": 230 }, { "epoch": 0.57, "learning_rate": 9.66183574879227e-05, "loss": 0.0703, "step": 240 }, { "epoch": 0.59, "learning_rate": 9.63768115942029e-05, "loss": 0.0589, "step": 250 }, { "epoch": 0.61, "learning_rate": 9.61352657004831e-05, "loss": 0.0708, "step": 260 }, { "epoch": 0.64, "learning_rate": 9.589371980676329e-05, "loss": 0.0661, "step": 270 }, { "epoch": 0.66, "learning_rate": 9.565217391304348e-05, "loss": 0.0649, "step": 280 }, { "epoch": 0.68, "learning_rate": 9.541062801932368e-05, "loss": 0.063, "step": 290 }, { "epoch": 0.71, "learning_rate": 9.516908212560387e-05, "loss": 0.0628, "step": 300 }, { "epoch": 0.73, "learning_rate": 9.492753623188406e-05, "loss": 0.0699, "step": 310 }, { "epoch": 0.75, "learning_rate": 9.468599033816425e-05, "loss": 0.0716, "step": 320 }, { "epoch": 0.78, "learning_rate": 9.444444444444444e-05, "loss": 0.0623, "step": 330 }, { "epoch": 0.8, "learning_rate": 9.420289855072463e-05, "loss": 0.0661, "step": 340 }, { "epoch": 0.83, "learning_rate": 9.396135265700483e-05, "loss": 0.0603, "step": 350 }, { "epoch": 0.85, "learning_rate": 9.371980676328503e-05, "loss": 0.0591, "step": 360 }, { "epoch": 0.87, "learning_rate": 9.347826086956522e-05, "loss": 0.054, "step": 370 }, { "epoch": 0.9, "learning_rate": 9.323671497584541e-05, "loss": 0.0582, "step": 380 }, { "epoch": 0.92, "learning_rate": 9.29951690821256e-05, "loss": 0.0617, "step": 390 }, { "epoch": 0.94, "learning_rate": 9.27536231884058e-05, "loss": 0.0615, "step": 400 }, { "epoch": 0.97, "learning_rate": 9.251207729468599e-05, "loss": 0.0648, "step": 410 }, { "epoch": 0.99, "learning_rate": 9.227053140096618e-05, "loss": 0.0607, "step": 420 }, { "epoch": 1.0, "eval_loss": 1.95200514793396, "eval_runtime": 26.5048, "eval_samples_per_second": 28.41, "eval_steps_per_second": 1.811, "step": 424 }, { "epoch": 1.01, "learning_rate": 9.202898550724637e-05, "loss": 0.0516, "step": 430 }, { "epoch": 1.04, "learning_rate": 9.178743961352657e-05, "loss": 0.0446, "step": 440 }, { "epoch": 1.06, "learning_rate": 9.154589371980676e-05, "loss": 0.0452, "step": 450 }, { "epoch": 1.08, "learning_rate": 9.130434782608696e-05, "loss": 0.0456, "step": 460 }, { "epoch": 1.11, "learning_rate": 9.106280193236715e-05, "loss": 0.0483, "step": 470 }, { "epoch": 1.13, "learning_rate": 9.082125603864735e-05, "loss": 0.0575, "step": 480 }, { "epoch": 1.16, "learning_rate": 9.057971014492754e-05, "loss": 0.0485, "step": 490 }, { "epoch": 1.18, "learning_rate": 9.033816425120773e-05, "loss": 0.0471, "step": 500 }, { "epoch": 1.2, "learning_rate": 9.009661835748792e-05, "loss": 0.0517, "step": 510 }, { "epoch": 1.23, "learning_rate": 8.985507246376813e-05, "loss": 0.0482, "step": 520 }, { "epoch": 1.25, "learning_rate": 8.961352657004832e-05, "loss": 0.0449, "step": 530 }, { "epoch": 1.27, "learning_rate": 8.937198067632851e-05, "loss": 0.0598, "step": 540 }, { "epoch": 1.3, "learning_rate": 8.91304347826087e-05, "loss": 0.0539, "step": 550 }, { "epoch": 1.32, "learning_rate": 8.888888888888889e-05, "loss": 0.0481, "step": 560 }, { "epoch": 1.34, "learning_rate": 8.864734299516908e-05, "loss": 0.0553, "step": 570 }, { "epoch": 1.37, "learning_rate": 8.840579710144929e-05, "loss": 0.0474, "step": 580 }, { "epoch": 1.39, "learning_rate": 8.816425120772948e-05, "loss": 0.0536, "step": 590 }, { "epoch": 1.42, "learning_rate": 8.792270531400967e-05, "loss": 0.0552, "step": 600 }, { "epoch": 1.44, "learning_rate": 8.768115942028987e-05, "loss": 0.0494, "step": 610 }, { "epoch": 1.46, "learning_rate": 8.743961352657006e-05, "loss": 0.0605, "step": 620 }, { "epoch": 1.49, "learning_rate": 8.719806763285025e-05, "loss": 0.0571, "step": 630 }, { "epoch": 1.51, "learning_rate": 8.695652173913044e-05, "loss": 0.0468, "step": 640 }, { "epoch": 1.53, "learning_rate": 8.671497584541063e-05, "loss": 0.058, "step": 650 }, { "epoch": 1.56, "learning_rate": 8.647342995169082e-05, "loss": 0.0523, "step": 660 }, { "epoch": 1.58, "learning_rate": 8.623188405797103e-05, "loss": 0.0391, "step": 670 }, { "epoch": 1.6, "learning_rate": 8.599033816425122e-05, "loss": 0.0488, "step": 680 }, { "epoch": 1.63, "learning_rate": 8.574879227053141e-05, "loss": 0.056, "step": 690 }, { "epoch": 1.65, "learning_rate": 8.55072463768116e-05, "loss": 0.0599, "step": 700 }, { "epoch": 1.67, "learning_rate": 8.52657004830918e-05, "loss": 0.0536, "step": 710 }, { "epoch": 1.7, "learning_rate": 8.502415458937199e-05, "loss": 0.0534, "step": 720 }, { "epoch": 1.72, "learning_rate": 8.478260869565218e-05, "loss": 0.0484, "step": 730 }, { "epoch": 1.75, "learning_rate": 8.454106280193237e-05, "loss": 0.0476, "step": 740 }, { "epoch": 1.77, "learning_rate": 8.429951690821256e-05, "loss": 0.0426, "step": 750 }, { "epoch": 1.79, "learning_rate": 8.405797101449276e-05, "loss": 0.0486, "step": 760 }, { "epoch": 1.82, "learning_rate": 8.381642512077295e-05, "loss": 0.0598, "step": 770 }, { "epoch": 1.84, "learning_rate": 8.357487922705315e-05, "loss": 0.0567, "step": 780 }, { "epoch": 1.86, "learning_rate": 8.333333333333334e-05, "loss": 0.0535, "step": 790 }, { "epoch": 1.89, "learning_rate": 8.309178743961354e-05, "loss": 0.0453, "step": 800 }, { "epoch": 1.91, "learning_rate": 8.285024154589373e-05, "loss": 0.0437, "step": 810 }, { "epoch": 1.93, "learning_rate": 8.260869565217392e-05, "loss": 0.0549, "step": 820 }, { "epoch": 1.96, "learning_rate": 8.236714975845411e-05, "loss": 0.0522, "step": 830 }, { "epoch": 1.98, "learning_rate": 8.21256038647343e-05, "loss": 0.049, "step": 840 }, { "epoch": 2.0, "eval_loss": 1.9635112285614014, "eval_runtime": 26.4849, "eval_samples_per_second": 28.431, "eval_steps_per_second": 1.812, "step": 848 }, { "epoch": 2.0, "learning_rate": 8.18840579710145e-05, "loss": 0.0426, "step": 850 }, { "epoch": 2.03, "learning_rate": 8.164251207729469e-05, "loss": 0.0259, "step": 860 }, { "epoch": 2.05, "learning_rate": 8.140096618357488e-05, "loss": 0.0255, "step": 870 }, { "epoch": 2.08, "learning_rate": 8.115942028985508e-05, "loss": 0.0209, "step": 880 }, { "epoch": 2.1, "learning_rate": 8.091787439613528e-05, "loss": 0.0244, "step": 890 }, { "epoch": 2.12, "learning_rate": 8.067632850241547e-05, "loss": 0.0319, "step": 900 }, { "epoch": 2.15, "learning_rate": 8.043478260869566e-05, "loss": 0.0257, "step": 910 }, { "epoch": 2.17, "learning_rate": 8.019323671497585e-05, "loss": 0.0286, "step": 920 }, { "epoch": 2.19, "learning_rate": 7.995169082125604e-05, "loss": 0.0265, "step": 930 }, { "epoch": 2.22, "learning_rate": 7.971014492753623e-05, "loss": 0.0229, "step": 940 }, { "epoch": 2.24, "learning_rate": 7.946859903381643e-05, "loss": 0.0237, "step": 950 }, { "epoch": 2.26, "learning_rate": 7.922705314009662e-05, "loss": 0.0313, "step": 960 }, { "epoch": 2.29, "learning_rate": 7.898550724637681e-05, "loss": 0.035, "step": 970 }, { "epoch": 2.31, "learning_rate": 7.874396135265701e-05, "loss": 0.0324, "step": 980 }, { "epoch": 2.33, "learning_rate": 7.85024154589372e-05, "loss": 0.029, "step": 990 }, { "epoch": 2.36, "learning_rate": 7.82608695652174e-05, "loss": 0.0297, "step": 1000 }, { "epoch": 2.38, "learning_rate": 7.801932367149759e-05, "loss": 0.029, "step": 1010 }, { "epoch": 2.41, "learning_rate": 7.777777777777778e-05, "loss": 0.0289, "step": 1020 }, { "epoch": 2.43, "learning_rate": 7.753623188405797e-05, "loss": 0.0267, "step": 1030 }, { "epoch": 2.45, "learning_rate": 7.729468599033817e-05, "loss": 0.0373, "step": 1040 }, { "epoch": 2.48, "learning_rate": 7.705314009661836e-05, "loss": 0.0269, "step": 1050 }, { "epoch": 2.5, "learning_rate": 7.681159420289855e-05, "loss": 0.0237, "step": 1060 }, { "epoch": 2.52, "learning_rate": 7.657004830917874e-05, "loss": 0.0222, "step": 1070 }, { "epoch": 2.55, "learning_rate": 7.632850241545893e-05, "loss": 0.0378, "step": 1080 }, { "epoch": 2.57, "learning_rate": 7.608695652173914e-05, "loss": 0.0311, "step": 1090 }, { "epoch": 2.59, "learning_rate": 7.584541062801933e-05, "loss": 0.0243, "step": 1100 }, { "epoch": 2.62, "learning_rate": 7.560386473429952e-05, "loss": 0.0295, "step": 1110 }, { "epoch": 2.64, "learning_rate": 7.536231884057971e-05, "loss": 0.0293, "step": 1120 }, { "epoch": 2.67, "learning_rate": 7.51207729468599e-05, "loss": 0.029, "step": 1130 }, { "epoch": 2.69, "learning_rate": 7.48792270531401e-05, "loss": 0.0289, "step": 1140 }, { "epoch": 2.71, "learning_rate": 7.463768115942029e-05, "loss": 0.0394, "step": 1150 }, { "epoch": 2.74, "learning_rate": 7.439613526570048e-05, "loss": 0.0355, "step": 1160 }, { "epoch": 2.76, "learning_rate": 7.415458937198067e-05, "loss": 0.0273, "step": 1170 }, { "epoch": 2.78, "learning_rate": 7.391304347826086e-05, "loss": 0.0312, "step": 1180 }, { "epoch": 2.81, "learning_rate": 7.367149758454107e-05, "loss": 0.0284, "step": 1190 }, { "epoch": 2.83, "learning_rate": 7.342995169082126e-05, "loss": 0.0363, "step": 1200 }, { "epoch": 2.85, "learning_rate": 7.318840579710145e-05, "loss": 0.0307, "step": 1210 }, { "epoch": 2.88, "learning_rate": 7.294685990338164e-05, "loss": 0.0357, "step": 1220 }, { "epoch": 2.9, "learning_rate": 7.270531400966184e-05, "loss": 0.0332, "step": 1230 }, { "epoch": 2.92, "learning_rate": 7.246376811594203e-05, "loss": 0.0361, "step": 1240 }, { "epoch": 2.95, "learning_rate": 7.222222222222222e-05, "loss": 0.0318, "step": 1250 }, { "epoch": 2.97, "learning_rate": 7.198067632850241e-05, "loss": 0.0306, "step": 1260 }, { "epoch": 3.0, "learning_rate": 7.17391304347826e-05, "loss": 0.0281, "step": 1270 }, { "epoch": 3.0, "eval_loss": 1.9812633991241455, "eval_runtime": 27.1954, "eval_samples_per_second": 27.689, "eval_steps_per_second": 1.765, "step": 1272 }, { "epoch": 3.02, "learning_rate": 7.14975845410628e-05, "loss": 0.0175, "step": 1280 }, { "epoch": 3.04, "learning_rate": 7.1256038647343e-05, "loss": 0.0208, "step": 1290 }, { "epoch": 3.07, "learning_rate": 7.101449275362319e-05, "loss": 0.0153, "step": 1300 }, { "epoch": 3.09, "learning_rate": 7.077294685990338e-05, "loss": 0.0147, "step": 1310 }, { "epoch": 3.11, "learning_rate": 7.053140096618357e-05, "loss": 0.0193, "step": 1320 }, { "epoch": 3.14, "learning_rate": 7.028985507246377e-05, "loss": 0.0173, "step": 1330 }, { "epoch": 3.16, "learning_rate": 7.004830917874396e-05, "loss": 0.0291, "step": 1340 }, { "epoch": 3.18, "learning_rate": 6.980676328502416e-05, "loss": 0.019, "step": 1350 }, { "epoch": 3.21, "learning_rate": 6.956521739130436e-05, "loss": 0.015, "step": 1360 }, { "epoch": 3.23, "learning_rate": 6.932367149758455e-05, "loss": 0.0208, "step": 1370 }, { "epoch": 3.25, "learning_rate": 6.908212560386474e-05, "loss": 0.0185, "step": 1380 }, { "epoch": 3.28, "learning_rate": 6.884057971014493e-05, "loss": 0.0162, "step": 1390 }, { "epoch": 3.3, "learning_rate": 6.859903381642512e-05, "loss": 0.0166, "step": 1400 }, { "epoch": 3.33, "learning_rate": 6.835748792270533e-05, "loss": 0.0178, "step": 1410 }, { "epoch": 3.35, "learning_rate": 6.811594202898552e-05, "loss": 0.0163, "step": 1420 }, { "epoch": 3.37, "learning_rate": 6.787439613526571e-05, "loss": 0.0227, "step": 1430 }, { "epoch": 3.4, "learning_rate": 6.76328502415459e-05, "loss": 0.0144, "step": 1440 }, { "epoch": 3.42, "learning_rate": 6.73913043478261e-05, "loss": 0.0156, "step": 1450 }, { "epoch": 3.44, "learning_rate": 6.714975845410629e-05, "loss": 0.014, "step": 1460 }, { "epoch": 3.47, "learning_rate": 6.690821256038648e-05, "loss": 0.0187, "step": 1470 }, { "epoch": 3.49, "learning_rate": 6.666666666666667e-05, "loss": 0.0198, "step": 1480 }, { "epoch": 3.51, "learning_rate": 6.642512077294686e-05, "loss": 0.0127, "step": 1490 }, { "epoch": 3.54, "learning_rate": 6.618357487922707e-05, "loss": 0.0129, "step": 1500 }, { "epoch": 3.56, "learning_rate": 6.594202898550726e-05, "loss": 0.0174, "step": 1510 }, { "epoch": 3.58, "learning_rate": 6.570048309178745e-05, "loss": 0.0147, "step": 1520 }, { "epoch": 3.61, "learning_rate": 6.545893719806764e-05, "loss": 0.0188, "step": 1530 }, { "epoch": 3.63, "learning_rate": 6.521739130434783e-05, "loss": 0.0149, "step": 1540 }, { "epoch": 3.66, "learning_rate": 6.497584541062803e-05, "loss": 0.0255, "step": 1550 }, { "epoch": 3.68, "learning_rate": 6.473429951690822e-05, "loss": 0.0198, "step": 1560 }, { "epoch": 3.7, "learning_rate": 6.449275362318841e-05, "loss": 0.0219, "step": 1570 }, { "epoch": 3.73, "learning_rate": 6.42512077294686e-05, "loss": 0.0213, "step": 1580 }, { "epoch": 3.75, "learning_rate": 6.400966183574879e-05, "loss": 0.0214, "step": 1590 }, { "epoch": 3.77, "learning_rate": 6.376811594202898e-05, "loss": 0.0185, "step": 1600 }, { "epoch": 3.8, "learning_rate": 6.352657004830919e-05, "loss": 0.0191, "step": 1610 }, { "epoch": 3.82, "learning_rate": 6.328502415458938e-05, "loss": 0.0165, "step": 1620 }, { "epoch": 3.84, "learning_rate": 6.304347826086957e-05, "loss": 0.0205, "step": 1630 }, { "epoch": 3.87, "learning_rate": 6.280193236714976e-05, "loss": 0.017, "step": 1640 }, { "epoch": 3.89, "learning_rate": 6.256038647342996e-05, "loss": 0.0198, "step": 1650 }, { "epoch": 3.92, "learning_rate": 6.231884057971015e-05, "loss": 0.0171, "step": 1660 }, { "epoch": 3.94, "learning_rate": 6.207729468599034e-05, "loss": 0.0201, "step": 1670 }, { "epoch": 3.96, "learning_rate": 6.183574879227053e-05, "loss": 0.0253, "step": 1680 }, { "epoch": 3.99, "learning_rate": 6.159420289855072e-05, "loss": 0.0204, "step": 1690 }, { "epoch": 4.0, "eval_loss": 2.0079989433288574, "eval_runtime": 26.4901, "eval_samples_per_second": 28.426, "eval_steps_per_second": 1.812, "step": 1696 }, { "epoch": 4.01, "learning_rate": 6.135265700483092e-05, "loss": 0.0136, "step": 1700 }, { "epoch": 4.03, "learning_rate": 6.111111111111112e-05, "loss": 0.0131, "step": 1710 }, { "epoch": 4.06, "learning_rate": 6.086956521739131e-05, "loss": 0.013, "step": 1720 }, { "epoch": 4.08, "learning_rate": 6.0628019323671504e-05, "loss": 0.009, "step": 1730 }, { "epoch": 4.1, "learning_rate": 6.0386473429951696e-05, "loss": 0.0075, "step": 1740 }, { "epoch": 4.13, "learning_rate": 6.014492753623189e-05, "loss": 0.0095, "step": 1750 }, { "epoch": 4.15, "learning_rate": 5.990338164251208e-05, "loss": 0.0078, "step": 1760 }, { "epoch": 4.17, "learning_rate": 5.966183574879227e-05, "loss": 0.0122, "step": 1770 }, { "epoch": 4.2, "learning_rate": 5.942028985507246e-05, "loss": 0.0089, "step": 1780 }, { "epoch": 4.22, "learning_rate": 5.9178743961352655e-05, "loss": 0.0085, "step": 1790 }, { "epoch": 4.25, "learning_rate": 5.8937198067632847e-05, "loss": 0.0103, "step": 1800 }, { "epoch": 4.27, "learning_rate": 5.869565217391305e-05, "loss": 0.0091, "step": 1810 }, { "epoch": 4.29, "learning_rate": 5.8454106280193244e-05, "loss": 0.0091, "step": 1820 }, { "epoch": 4.32, "learning_rate": 5.8212560386473435e-05, "loss": 0.0084, "step": 1830 }, { "epoch": 4.34, "learning_rate": 5.797101449275363e-05, "loss": 0.0095, "step": 1840 }, { "epoch": 4.36, "learning_rate": 5.772946859903382e-05, "loss": 0.0088, "step": 1850 }, { "epoch": 4.39, "learning_rate": 5.748792270531401e-05, "loss": 0.0096, "step": 1860 }, { "epoch": 4.41, "learning_rate": 5.72463768115942e-05, "loss": 0.0094, "step": 1870 }, { "epoch": 4.43, "learning_rate": 5.7004830917874394e-05, "loss": 0.0111, "step": 1880 }, { "epoch": 4.46, "learning_rate": 5.6763285024154586e-05, "loss": 0.015, "step": 1890 }, { "epoch": 4.48, "learning_rate": 5.652173913043478e-05, "loss": 0.0078, "step": 1900 }, { "epoch": 4.5, "learning_rate": 5.6280193236714976e-05, "loss": 0.0113, "step": 1910 }, { "epoch": 4.53, "learning_rate": 5.6038647342995175e-05, "loss": 0.0114, "step": 1920 }, { "epoch": 4.55, "learning_rate": 5.5797101449275366e-05, "loss": 0.0089, "step": 1930 }, { "epoch": 4.58, "learning_rate": 5.555555555555556e-05, "loss": 0.0137, "step": 1940 }, { "epoch": 4.6, "learning_rate": 5.531400966183575e-05, "loss": 0.0122, "step": 1950 }, { "epoch": 4.62, "learning_rate": 5.507246376811594e-05, "loss": 0.0075, "step": 1960 }, { "epoch": 4.65, "learning_rate": 5.483091787439614e-05, "loss": 0.011, "step": 1970 }, { "epoch": 4.67, "learning_rate": 5.458937198067633e-05, "loss": 0.0105, "step": 1980 }, { "epoch": 4.69, "learning_rate": 5.4347826086956524e-05, "loss": 0.0108, "step": 1990 }, { "epoch": 4.72, "learning_rate": 5.4106280193236716e-05, "loss": 0.0093, "step": 2000 } ], "max_steps": 4240, "num_train_epochs": 10, "total_flos": 0.0, "trial_name": null, "trial_params": null }