| { | |
| "best_metric": 0.3627295196056366, | |
| "best_model_checkpoint": "mikhail_panzo/zlm_b128_le5_s12000/checkpoint-7000", | |
| "epoch": 11.730680628272252, | |
| "eval_steps": 500, | |
| "global_step": 7000, | |
| "is_hyper_param_search": false, | |
| "is_local_process_zero": true, | |
| "is_world_process_zero": true, | |
| "log_history": [ | |
| { | |
| "epoch": 0.08376963350785341, | |
| "grad_norm": 6.650441646575928, | |
| "learning_rate": 2.4500000000000004e-07, | |
| "loss": 1.1088, | |
| "step": 50 | |
| }, | |
| { | |
| "epoch": 0.16753926701570682, | |
| "grad_norm": 13.608625411987305, | |
| "learning_rate": 4.95e-07, | |
| "loss": 1.1077, | |
| "step": 100 | |
| }, | |
| { | |
| "epoch": 0.2513089005235602, | |
| "grad_norm": 2.7265217304229736, | |
| "learning_rate": 7.450000000000001e-07, | |
| "loss": 0.9759, | |
| "step": 150 | |
| }, | |
| { | |
| "epoch": 0.33507853403141363, | |
| "grad_norm": 5.083759307861328, | |
| "learning_rate": 9.950000000000002e-07, | |
| "loss": 0.8705, | |
| "step": 200 | |
| }, | |
| { | |
| "epoch": 0.418848167539267, | |
| "grad_norm": 1.8121678829193115, | |
| "learning_rate": 1.2450000000000002e-06, | |
| "loss": 0.8185, | |
| "step": 250 | |
| }, | |
| { | |
| "epoch": 0.5026178010471204, | |
| "grad_norm": 2.275899648666382, | |
| "learning_rate": 1.495e-06, | |
| "loss": 0.784, | |
| "step": 300 | |
| }, | |
| { | |
| "epoch": 0.5863874345549738, | |
| "grad_norm": 2.2861170768737793, | |
| "learning_rate": 1.745e-06, | |
| "loss": 0.7545, | |
| "step": 350 | |
| }, | |
| { | |
| "epoch": 0.6701570680628273, | |
| "grad_norm": 3.1991238594055176, | |
| "learning_rate": 1.9950000000000004e-06, | |
| "loss": 0.7227, | |
| "step": 400 | |
| }, | |
| { | |
| "epoch": 0.7539267015706806, | |
| "grad_norm": 1.843092679977417, | |
| "learning_rate": 2.245e-06, | |
| "loss": 0.6829, | |
| "step": 450 | |
| }, | |
| { | |
| "epoch": 0.837696335078534, | |
| "grad_norm": 1.4700403213500977, | |
| "learning_rate": 2.4950000000000003e-06, | |
| "loss": 0.6644, | |
| "step": 500 | |
| }, | |
| { | |
| "epoch": 0.837696335078534, | |
| "eval_loss": 0.5727962851524353, | |
| "eval_runtime": 293.5061, | |
| "eval_samples_per_second": 28.923, | |
| "eval_steps_per_second": 3.618, | |
| "step": 500 | |
| }, | |
| { | |
| "epoch": 0.9214659685863874, | |
| "grad_norm": 1.4362367391586304, | |
| "learning_rate": 2.7450000000000004e-06, | |
| "loss": 0.6487, | |
| "step": 550 | |
| }, | |
| { | |
| "epoch": 1.0052356020942408, | |
| "grad_norm": 1.8555901050567627, | |
| "learning_rate": 2.995e-06, | |
| "loss": 0.6301, | |
| "step": 600 | |
| }, | |
| { | |
| "epoch": 1.0890052356020943, | |
| "grad_norm": 1.9496757984161377, | |
| "learning_rate": 3.2450000000000003e-06, | |
| "loss": 0.6237, | |
| "step": 650 | |
| }, | |
| { | |
| "epoch": 1.1727748691099475, | |
| "grad_norm": 3.0705084800720215, | |
| "learning_rate": 3.495e-06, | |
| "loss": 0.6156, | |
| "step": 700 | |
| }, | |
| { | |
| "epoch": 1.256544502617801, | |
| "grad_norm": 2.2215688228607178, | |
| "learning_rate": 3.745e-06, | |
| "loss": 0.5945, | |
| "step": 750 | |
| }, | |
| { | |
| "epoch": 1.3403141361256545, | |
| "grad_norm": 2.021375894546509, | |
| "learning_rate": 3.995000000000001e-06, | |
| "loss": 0.5891, | |
| "step": 800 | |
| }, | |
| { | |
| "epoch": 1.4240837696335078, | |
| "grad_norm": 2.0354769229888916, | |
| "learning_rate": 4.245e-06, | |
| "loss": 0.5781, | |
| "step": 850 | |
| }, | |
| { | |
| "epoch": 1.5078534031413613, | |
| "grad_norm": 1.8674426078796387, | |
| "learning_rate": 4.495e-06, | |
| "loss": 0.5677, | |
| "step": 900 | |
| }, | |
| { | |
| "epoch": 1.5916230366492146, | |
| "grad_norm": 2.9264817237854004, | |
| "learning_rate": 4.745e-06, | |
| "loss": 0.5576, | |
| "step": 950 | |
| }, | |
| { | |
| "epoch": 1.675392670157068, | |
| "grad_norm": 1.9513416290283203, | |
| "learning_rate": 4.9950000000000005e-06, | |
| "loss": 0.5594, | |
| "step": 1000 | |
| }, | |
| { | |
| "epoch": 1.675392670157068, | |
| "eval_loss": 0.48248979449272156, | |
| "eval_runtime": 294.2627, | |
| "eval_samples_per_second": 28.848, | |
| "eval_steps_per_second": 3.609, | |
| "step": 1000 | |
| }, | |
| { | |
| "epoch": 1.7591623036649215, | |
| "grad_norm": 1.934941291809082, | |
| "learning_rate": 5.245e-06, | |
| "loss": 0.5571, | |
| "step": 1050 | |
| }, | |
| { | |
| "epoch": 1.8429319371727748, | |
| "grad_norm": 1.7669196128845215, | |
| "learning_rate": 5.495000000000001e-06, | |
| "loss": 0.5477, | |
| "step": 1100 | |
| }, | |
| { | |
| "epoch": 1.9267015706806283, | |
| "grad_norm": 3.954806089401245, | |
| "learning_rate": 5.745000000000001e-06, | |
| "loss": 0.5294, | |
| "step": 1150 | |
| }, | |
| { | |
| "epoch": 2.0104712041884816, | |
| "grad_norm": 2.8323569297790527, | |
| "learning_rate": 5.995000000000001e-06, | |
| "loss": 0.5261, | |
| "step": 1200 | |
| }, | |
| { | |
| "epoch": 2.094240837696335, | |
| "grad_norm": 2.193530797958374, | |
| "learning_rate": 6.245000000000001e-06, | |
| "loss": 0.5262, | |
| "step": 1250 | |
| }, | |
| { | |
| "epoch": 2.1780104712041886, | |
| "grad_norm": 1.5814998149871826, | |
| "learning_rate": 6.4950000000000005e-06, | |
| "loss": 0.5204, | |
| "step": 1300 | |
| }, | |
| { | |
| "epoch": 2.261780104712042, | |
| "grad_norm": 5.6610918045043945, | |
| "learning_rate": 6.745000000000001e-06, | |
| "loss": 0.5157, | |
| "step": 1350 | |
| }, | |
| { | |
| "epoch": 2.345549738219895, | |
| "grad_norm": 9.156899452209473, | |
| "learning_rate": 6.995000000000001e-06, | |
| "loss": 0.5178, | |
| "step": 1400 | |
| }, | |
| { | |
| "epoch": 2.4293193717277486, | |
| "grad_norm": 2.3170149326324463, | |
| "learning_rate": 7.245000000000001e-06, | |
| "loss": 0.5163, | |
| "step": 1450 | |
| }, | |
| { | |
| "epoch": 2.513089005235602, | |
| "grad_norm": 2.1565325260162354, | |
| "learning_rate": 7.495000000000001e-06, | |
| "loss": 0.5042, | |
| "step": 1500 | |
| }, | |
| { | |
| "epoch": 2.513089005235602, | |
| "eval_loss": 0.4464746415615082, | |
| "eval_runtime": 293.8295, | |
| "eval_samples_per_second": 28.891, | |
| "eval_steps_per_second": 3.614, | |
| "step": 1500 | |
| }, | |
| { | |
| "epoch": 2.5997905759162303, | |
| "grad_norm": 2.4758172035217285, | |
| "learning_rate": 7.745e-06, | |
| "loss": 0.5031, | |
| "step": 1550 | |
| }, | |
| { | |
| "epoch": 2.683560209424084, | |
| "grad_norm": 2.1877381801605225, | |
| "learning_rate": 7.990000000000001e-06, | |
| "loss": 0.4994, | |
| "step": 1600 | |
| }, | |
| { | |
| "epoch": 2.7673298429319373, | |
| "grad_norm": 2.4486210346221924, | |
| "learning_rate": 8.24e-06, | |
| "loss": 0.4965, | |
| "step": 1650 | |
| }, | |
| { | |
| "epoch": 2.8510994764397903, | |
| "grad_norm": 2.596200704574585, | |
| "learning_rate": 8.49e-06, | |
| "loss": 0.4988, | |
| "step": 1700 | |
| }, | |
| { | |
| "epoch": 2.934869109947644, | |
| "grad_norm": 1.7787096500396729, | |
| "learning_rate": 8.740000000000001e-06, | |
| "loss": 0.4947, | |
| "step": 1750 | |
| }, | |
| { | |
| "epoch": 3.0186387434554973, | |
| "grad_norm": 2.09403133392334, | |
| "learning_rate": 8.99e-06, | |
| "loss": 0.4845, | |
| "step": 1800 | |
| }, | |
| { | |
| "epoch": 3.102408376963351, | |
| "grad_norm": 2.0056636333465576, | |
| "learning_rate": 9.240000000000001e-06, | |
| "loss": 0.4833, | |
| "step": 1850 | |
| }, | |
| { | |
| "epoch": 3.1861780104712043, | |
| "grad_norm": 3.200199842453003, | |
| "learning_rate": 9.49e-06, | |
| "loss": 0.484, | |
| "step": 1900 | |
| }, | |
| { | |
| "epoch": 3.269947643979058, | |
| "grad_norm": 2.5462379455566406, | |
| "learning_rate": 9.74e-06, | |
| "loss": 0.4726, | |
| "step": 1950 | |
| }, | |
| { | |
| "epoch": 3.353717277486911, | |
| "grad_norm": 1.3994622230529785, | |
| "learning_rate": 9.990000000000001e-06, | |
| "loss": 0.4795, | |
| "step": 2000 | |
| }, | |
| { | |
| "epoch": 3.353717277486911, | |
| "eval_loss": 0.42617055773735046, | |
| "eval_runtime": 269.3627, | |
| "eval_samples_per_second": 31.515, | |
| "eval_steps_per_second": 3.943, | |
| "step": 2000 | |
| }, | |
| { | |
| "epoch": 3.4374869109947643, | |
| "grad_norm": 1.8979076147079468, | |
| "learning_rate": 9.952e-06, | |
| "loss": 0.4792, | |
| "step": 2050 | |
| }, | |
| { | |
| "epoch": 3.521256544502618, | |
| "grad_norm": 1.4493324756622314, | |
| "learning_rate": 9.902000000000001e-06, | |
| "loss": 0.4751, | |
| "step": 2100 | |
| }, | |
| { | |
| "epoch": 3.6050261780104713, | |
| "grad_norm": 3.3374929428100586, | |
| "learning_rate": 9.852e-06, | |
| "loss": 0.4736, | |
| "step": 2150 | |
| }, | |
| { | |
| "epoch": 3.6887958115183244, | |
| "grad_norm": 3.5062992572784424, | |
| "learning_rate": 9.802e-06, | |
| "loss": 0.4675, | |
| "step": 2200 | |
| }, | |
| { | |
| "epoch": 3.772565445026178, | |
| "grad_norm": 2.250505208969116, | |
| "learning_rate": 9.752e-06, | |
| "loss": 0.4611, | |
| "step": 2250 | |
| }, | |
| { | |
| "epoch": 3.8563350785340313, | |
| "grad_norm": 1.793270468711853, | |
| "learning_rate": 9.702e-06, | |
| "loss": 0.4605, | |
| "step": 2300 | |
| }, | |
| { | |
| "epoch": 3.940104712041885, | |
| "grad_norm": 1.663677453994751, | |
| "learning_rate": 9.652e-06, | |
| "loss": 0.4693, | |
| "step": 2350 | |
| }, | |
| { | |
| "epoch": 4.023874345549738, | |
| "grad_norm": 2.1321282386779785, | |
| "learning_rate": 9.602e-06, | |
| "loss": 0.4587, | |
| "step": 2400 | |
| }, | |
| { | |
| "epoch": 4.107643979057592, | |
| "grad_norm": 1.7361410856246948, | |
| "learning_rate": 9.552000000000001e-06, | |
| "loss": 0.4611, | |
| "step": 2450 | |
| }, | |
| { | |
| "epoch": 4.191413612565445, | |
| "grad_norm": 2.167386770248413, | |
| "learning_rate": 9.502000000000002e-06, | |
| "loss": 0.455, | |
| "step": 2500 | |
| }, | |
| { | |
| "epoch": 4.191413612565445, | |
| "eval_loss": 0.40905508399009705, | |
| "eval_runtime": 269.8231, | |
| "eval_samples_per_second": 31.461, | |
| "eval_steps_per_second": 3.936, | |
| "step": 2500 | |
| }, | |
| { | |
| "epoch": 4.275183246073299, | |
| "grad_norm": 1.430746078491211, | |
| "learning_rate": 9.452000000000002e-06, | |
| "loss": 0.4581, | |
| "step": 2550 | |
| }, | |
| { | |
| "epoch": 4.358952879581151, | |
| "grad_norm": 2.1168527603149414, | |
| "learning_rate": 9.402e-06, | |
| "loss": 0.4516, | |
| "step": 2600 | |
| }, | |
| { | |
| "epoch": 4.442722513089005, | |
| "grad_norm": 2.1330721378326416, | |
| "learning_rate": 9.353000000000002e-06, | |
| "loss": 0.4505, | |
| "step": 2650 | |
| }, | |
| { | |
| "epoch": 4.526492146596858, | |
| "grad_norm": 1.274557113647461, | |
| "learning_rate": 9.303e-06, | |
| "loss": 0.4575, | |
| "step": 2700 | |
| }, | |
| { | |
| "epoch": 4.610261780104712, | |
| "grad_norm": 1.835204839706421, | |
| "learning_rate": 9.253000000000001e-06, | |
| "loss": 0.4491, | |
| "step": 2750 | |
| }, | |
| { | |
| "epoch": 4.694031413612565, | |
| "grad_norm": 2.0255746841430664, | |
| "learning_rate": 9.203000000000002e-06, | |
| "loss": 0.4484, | |
| "step": 2800 | |
| }, | |
| { | |
| "epoch": 4.777801047120419, | |
| "grad_norm": 2.4793522357940674, | |
| "learning_rate": 9.153e-06, | |
| "loss": 0.4489, | |
| "step": 2850 | |
| }, | |
| { | |
| "epoch": 4.861570680628272, | |
| "grad_norm": 1.7192201614379883, | |
| "learning_rate": 9.103e-06, | |
| "loss": 0.4502, | |
| "step": 2900 | |
| }, | |
| { | |
| "epoch": 4.945340314136126, | |
| "grad_norm": 1.9378846883773804, | |
| "learning_rate": 9.053000000000001e-06, | |
| "loss": 0.4483, | |
| "step": 2950 | |
| }, | |
| { | |
| "epoch": 5.029109947643979, | |
| "grad_norm": 2.4576103687286377, | |
| "learning_rate": 9.003e-06, | |
| "loss": 0.4474, | |
| "step": 3000 | |
| }, | |
| { | |
| "epoch": 5.029109947643979, | |
| "eval_loss": 0.39903518557548523, | |
| "eval_runtime": 269.2955, | |
| "eval_samples_per_second": 31.523, | |
| "eval_steps_per_second": 3.944, | |
| "step": 3000 | |
| }, | |
| { | |
| "epoch": 5.112879581151833, | |
| "grad_norm": 1.4718371629714966, | |
| "learning_rate": 8.953e-06, | |
| "loss": 0.4428, | |
| "step": 3050 | |
| }, | |
| { | |
| "epoch": 5.196649214659685, | |
| "grad_norm": 2.4222004413604736, | |
| "learning_rate": 8.903000000000001e-06, | |
| "loss": 0.4417, | |
| "step": 3100 | |
| }, | |
| { | |
| "epoch": 5.280418848167539, | |
| "grad_norm": 1.5284855365753174, | |
| "learning_rate": 8.853e-06, | |
| "loss": 0.4395, | |
| "step": 3150 | |
| }, | |
| { | |
| "epoch": 5.364188481675392, | |
| "grad_norm": 1.7470890283584595, | |
| "learning_rate": 8.803e-06, | |
| "loss": 0.4359, | |
| "step": 3200 | |
| }, | |
| { | |
| "epoch": 5.447958115183246, | |
| "grad_norm": 2.1919684410095215, | |
| "learning_rate": 8.753e-06, | |
| "loss": 0.4389, | |
| "step": 3250 | |
| }, | |
| { | |
| "epoch": 5.531727748691099, | |
| "grad_norm": 1.6179628372192383, | |
| "learning_rate": 8.703e-06, | |
| "loss": 0.4423, | |
| "step": 3300 | |
| }, | |
| { | |
| "epoch": 5.615497382198953, | |
| "grad_norm": 1.420087218284607, | |
| "learning_rate": 8.653e-06, | |
| "loss": 0.4324, | |
| "step": 3350 | |
| }, | |
| { | |
| "epoch": 5.699267015706806, | |
| "grad_norm": 1.6972101926803589, | |
| "learning_rate": 8.603e-06, | |
| "loss": 0.4327, | |
| "step": 3400 | |
| }, | |
| { | |
| "epoch": 5.78303664921466, | |
| "grad_norm": 8.797286033630371, | |
| "learning_rate": 8.553000000000001e-06, | |
| "loss": 0.4347, | |
| "step": 3450 | |
| }, | |
| { | |
| "epoch": 5.866806282722513, | |
| "grad_norm": 1.5441597700119019, | |
| "learning_rate": 8.503e-06, | |
| "loss": 0.4342, | |
| "step": 3500 | |
| }, | |
| { | |
| "epoch": 5.866806282722513, | |
| "eval_loss": 0.39290204644203186, | |
| "eval_runtime": 272.1215, | |
| "eval_samples_per_second": 31.196, | |
| "eval_steps_per_second": 3.903, | |
| "step": 3500 | |
| }, | |
| { | |
| "epoch": 5.950575916230367, | |
| "grad_norm": 1.957065224647522, | |
| "learning_rate": 8.453000000000002e-06, | |
| "loss": 0.4288, | |
| "step": 3550 | |
| }, | |
| { | |
| "epoch": 6.0343455497382195, | |
| "grad_norm": 1.3891559839248657, | |
| "learning_rate": 8.403e-06, | |
| "loss": 0.429, | |
| "step": 3600 | |
| }, | |
| { | |
| "epoch": 6.118115183246073, | |
| "grad_norm": 1.6092897653579712, | |
| "learning_rate": 8.353000000000001e-06, | |
| "loss": 0.431, | |
| "step": 3650 | |
| }, | |
| { | |
| "epoch": 6.201884816753926, | |
| "grad_norm": 1.5566798448562622, | |
| "learning_rate": 8.303000000000002e-06, | |
| "loss": 0.428, | |
| "step": 3700 | |
| }, | |
| { | |
| "epoch": 6.28565445026178, | |
| "grad_norm": 2.70001220703125, | |
| "learning_rate": 8.253e-06, | |
| "loss": 0.433, | |
| "step": 3750 | |
| }, | |
| { | |
| "epoch": 6.369424083769633, | |
| "grad_norm": 2.6352884769439697, | |
| "learning_rate": 8.203000000000001e-06, | |
| "loss": 0.431, | |
| "step": 3800 | |
| }, | |
| { | |
| "epoch": 6.453193717277487, | |
| "grad_norm": 2.049609422683716, | |
| "learning_rate": 8.153000000000001e-06, | |
| "loss": 0.4279, | |
| "step": 3850 | |
| }, | |
| { | |
| "epoch": 6.53696335078534, | |
| "grad_norm": 1.422606110572815, | |
| "learning_rate": 8.103e-06, | |
| "loss": 0.4266, | |
| "step": 3900 | |
| }, | |
| { | |
| "epoch": 6.620732984293194, | |
| "grad_norm": 1.659340739250183, | |
| "learning_rate": 8.053e-06, | |
| "loss": 0.4293, | |
| "step": 3950 | |
| }, | |
| { | |
| "epoch": 6.704502617801047, | |
| "grad_norm": 1.6214194297790527, | |
| "learning_rate": 8.003000000000001e-06, | |
| "loss": 0.4258, | |
| "step": 4000 | |
| }, | |
| { | |
| "epoch": 6.704502617801047, | |
| "eval_loss": 0.385530561208725, | |
| "eval_runtime": 270.5177, | |
| "eval_samples_per_second": 31.381, | |
| "eval_steps_per_second": 3.926, | |
| "step": 4000 | |
| }, | |
| { | |
| "epoch": 6.788272251308901, | |
| "grad_norm": 2.0542335510253906, | |
| "learning_rate": 7.953e-06, | |
| "loss": 0.4232, | |
| "step": 4050 | |
| }, | |
| { | |
| "epoch": 6.872041884816754, | |
| "grad_norm": 2.0001602172851562, | |
| "learning_rate": 7.903e-06, | |
| "loss": 0.4201, | |
| "step": 4100 | |
| }, | |
| { | |
| "epoch": 6.955811518324607, | |
| "grad_norm": 1.5019524097442627, | |
| "learning_rate": 7.853000000000001e-06, | |
| "loss": 0.4202, | |
| "step": 4150 | |
| }, | |
| { | |
| "epoch": 7.0395811518324605, | |
| "grad_norm": 1.5901544094085693, | |
| "learning_rate": 7.803000000000001e-06, | |
| "loss": 0.4214, | |
| "step": 4200 | |
| }, | |
| { | |
| "epoch": 7.123350785340314, | |
| "grad_norm": 1.3859797716140747, | |
| "learning_rate": 7.753e-06, | |
| "loss": 0.4268, | |
| "step": 4250 | |
| }, | |
| { | |
| "epoch": 7.2071204188481675, | |
| "grad_norm": 1.6223664283752441, | |
| "learning_rate": 7.703e-06, | |
| "loss": 0.4163, | |
| "step": 4300 | |
| }, | |
| { | |
| "epoch": 7.290890052356021, | |
| "grad_norm": 1.9755197763442993, | |
| "learning_rate": 7.653000000000001e-06, | |
| "loss": 0.421, | |
| "step": 4350 | |
| }, | |
| { | |
| "epoch": 7.374659685863874, | |
| "grad_norm": 1.9882097244262695, | |
| "learning_rate": 7.603000000000001e-06, | |
| "loss": 0.4215, | |
| "step": 4400 | |
| }, | |
| { | |
| "epoch": 7.458429319371728, | |
| "grad_norm": 1.4274579286575317, | |
| "learning_rate": 7.553e-06, | |
| "loss": 0.424, | |
| "step": 4450 | |
| }, | |
| { | |
| "epoch": 7.542198952879581, | |
| "grad_norm": 1.5370174646377563, | |
| "learning_rate": 7.503e-06, | |
| "loss": 0.4175, | |
| "step": 4500 | |
| }, | |
| { | |
| "epoch": 7.542198952879581, | |
| "eval_loss": 0.3783535957336426, | |
| "eval_runtime": 264.9436, | |
| "eval_samples_per_second": 32.041, | |
| "eval_steps_per_second": 4.008, | |
| "step": 4500 | |
| }, | |
| { | |
| "epoch": 7.625968586387435, | |
| "grad_norm": 1.5206329822540283, | |
| "learning_rate": 7.4530000000000005e-06, | |
| "loss": 0.418, | |
| "step": 4550 | |
| }, | |
| { | |
| "epoch": 7.7097382198952875, | |
| "grad_norm": 1.5614436864852905, | |
| "learning_rate": 7.403e-06, | |
| "loss": 0.4206, | |
| "step": 4600 | |
| }, | |
| { | |
| "epoch": 7.793507853403141, | |
| "grad_norm": 1.9834551811218262, | |
| "learning_rate": 7.353e-06, | |
| "loss": 0.421, | |
| "step": 4650 | |
| }, | |
| { | |
| "epoch": 7.8772774869109945, | |
| "grad_norm": 2.0368449687957764, | |
| "learning_rate": 7.303e-06, | |
| "loss": 0.4206, | |
| "step": 4700 | |
| }, | |
| { | |
| "epoch": 7.961047120418848, | |
| "grad_norm": 1.4374061822891235, | |
| "learning_rate": 7.253e-06, | |
| "loss": 0.4127, | |
| "step": 4750 | |
| }, | |
| { | |
| "epoch": 8.044816753926701, | |
| "grad_norm": 1.9674043655395508, | |
| "learning_rate": 7.203000000000001e-06, | |
| "loss": 0.4111, | |
| "step": 4800 | |
| }, | |
| { | |
| "epoch": 8.128586387434556, | |
| "grad_norm": 1.4639081954956055, | |
| "learning_rate": 7.153000000000001e-06, | |
| "loss": 0.4153, | |
| "step": 4850 | |
| }, | |
| { | |
| "epoch": 8.212356020942408, | |
| "grad_norm": 1.189695954322815, | |
| "learning_rate": 7.103000000000001e-06, | |
| "loss": 0.4257, | |
| "step": 4900 | |
| }, | |
| { | |
| "epoch": 8.296125654450261, | |
| "grad_norm": 1.5426299571990967, | |
| "learning_rate": 7.053000000000001e-06, | |
| "loss": 0.4119, | |
| "step": 4950 | |
| }, | |
| { | |
| "epoch": 8.379895287958115, | |
| "grad_norm": 1.526410460472107, | |
| "learning_rate": 7.0030000000000005e-06, | |
| "loss": 0.4185, | |
| "step": 5000 | |
| }, | |
| { | |
| "epoch": 8.379895287958115, | |
| "eval_loss": 0.3761734962463379, | |
| "eval_runtime": 274.1558, | |
| "eval_samples_per_second": 30.964, | |
| "eval_steps_per_second": 3.874, | |
| "step": 5000 | |
| }, | |
| { | |
| "epoch": 8.463664921465968, | |
| "grad_norm": 1.3419328927993774, | |
| "learning_rate": 6.953000000000001e-06, | |
| "loss": 0.412, | |
| "step": 5050 | |
| }, | |
| { | |
| "epoch": 8.547434554973822, | |
| "grad_norm": 2.1306657791137695, | |
| "learning_rate": 6.903000000000001e-06, | |
| "loss": 0.4108, | |
| "step": 5100 | |
| }, | |
| { | |
| "epoch": 8.631204188481675, | |
| "grad_norm": 2.0914053916931152, | |
| "learning_rate": 6.853000000000001e-06, | |
| "loss": 0.4177, | |
| "step": 5150 | |
| }, | |
| { | |
| "epoch": 8.71497382198953, | |
| "grad_norm": 1.6214958429336548, | |
| "learning_rate": 6.803000000000001e-06, | |
| "loss": 0.4083, | |
| "step": 5200 | |
| }, | |
| { | |
| "epoch": 8.798743455497382, | |
| "grad_norm": 1.5650039911270142, | |
| "learning_rate": 6.753e-06, | |
| "loss": 0.4118, | |
| "step": 5250 | |
| }, | |
| { | |
| "epoch": 8.882513089005236, | |
| "grad_norm": 1.564424991607666, | |
| "learning_rate": 6.703000000000001e-06, | |
| "loss": 0.4093, | |
| "step": 5300 | |
| }, | |
| { | |
| "epoch": 8.966282722513089, | |
| "grad_norm": 1.623558759689331, | |
| "learning_rate": 6.6530000000000005e-06, | |
| "loss": 0.412, | |
| "step": 5350 | |
| }, | |
| { | |
| "epoch": 9.050052356020942, | |
| "grad_norm": 1.5212219953536987, | |
| "learning_rate": 6.603e-06, | |
| "loss": 0.4125, | |
| "step": 5400 | |
| }, | |
| { | |
| "epoch": 9.133821989528796, | |
| "grad_norm": 2.202746629714966, | |
| "learning_rate": 6.553000000000001e-06, | |
| "loss": 0.4049, | |
| "step": 5450 | |
| }, | |
| { | |
| "epoch": 9.217591623036649, | |
| "grad_norm": 1.6582872867584229, | |
| "learning_rate": 6.503e-06, | |
| "loss": 0.4093, | |
| "step": 5500 | |
| }, | |
| { | |
| "epoch": 9.217591623036649, | |
| "eval_loss": 0.373293936252594, | |
| "eval_runtime": 279.0862, | |
| "eval_samples_per_second": 30.417, | |
| "eval_steps_per_second": 3.805, | |
| "step": 5500 | |
| }, | |
| { | |
| "epoch": 9.301361256544503, | |
| "grad_norm": 2.3431801795959473, | |
| "learning_rate": 6.453000000000001e-06, | |
| "loss": 0.4099, | |
| "step": 5550 | |
| }, | |
| { | |
| "epoch": 9.385130890052356, | |
| "grad_norm": 1.7502645254135132, | |
| "learning_rate": 6.403e-06, | |
| "loss": 0.4097, | |
| "step": 5600 | |
| }, | |
| { | |
| "epoch": 9.46890052356021, | |
| "grad_norm": 1.638600468635559, | |
| "learning_rate": 6.353e-06, | |
| "loss": 0.4068, | |
| "step": 5650 | |
| }, | |
| { | |
| "epoch": 9.552670157068063, | |
| "grad_norm": 1.3677990436553955, | |
| "learning_rate": 6.3030000000000005e-06, | |
| "loss": 0.4086, | |
| "step": 5700 | |
| }, | |
| { | |
| "epoch": 9.636439790575917, | |
| "grad_norm": 1.4438238143920898, | |
| "learning_rate": 6.253e-06, | |
| "loss": 0.4067, | |
| "step": 5750 | |
| }, | |
| { | |
| "epoch": 9.72020942408377, | |
| "grad_norm": 1.7439764738082886, | |
| "learning_rate": 6.204e-06, | |
| "loss": 0.4085, | |
| "step": 5800 | |
| }, | |
| { | |
| "epoch": 9.803979057591622, | |
| "grad_norm": 1.257203459739685, | |
| "learning_rate": 6.154e-06, | |
| "loss": 0.4069, | |
| "step": 5850 | |
| }, | |
| { | |
| "epoch": 9.887748691099477, | |
| "grad_norm": 1.2076969146728516, | |
| "learning_rate": 6.104000000000001e-06, | |
| "loss": 0.4, | |
| "step": 5900 | |
| }, | |
| { | |
| "epoch": 9.97151832460733, | |
| "grad_norm": 1.1376831531524658, | |
| "learning_rate": 6.054000000000001e-06, | |
| "loss": 0.4088, | |
| "step": 5950 | |
| }, | |
| { | |
| "epoch": 10.055287958115183, | |
| "grad_norm": 1.4293948411941528, | |
| "learning_rate": 6.004000000000001e-06, | |
| "loss": 0.4012, | |
| "step": 6000 | |
| }, | |
| { | |
| "epoch": 10.055287958115183, | |
| "eval_loss": 0.3698088824748993, | |
| "eval_runtime": 276.0941, | |
| "eval_samples_per_second": 30.747, | |
| "eval_steps_per_second": 3.847, | |
| "step": 6000 | |
| }, | |
| { | |
| "epoch": 10.139057591623036, | |
| "grad_norm": 1.1719565391540527, | |
| "learning_rate": 5.954000000000001e-06, | |
| "loss": 0.4036, | |
| "step": 6050 | |
| }, | |
| { | |
| "epoch": 10.22282722513089, | |
| "grad_norm": 1.0520621538162231, | |
| "learning_rate": 5.9040000000000006e-06, | |
| "loss": 0.4074, | |
| "step": 6100 | |
| }, | |
| { | |
| "epoch": 10.306596858638743, | |
| "grad_norm": 1.9477139711380005, | |
| "learning_rate": 5.854000000000001e-06, | |
| "loss": 0.4049, | |
| "step": 6150 | |
| }, | |
| { | |
| "epoch": 10.390366492146597, | |
| "grad_norm": 1.147050142288208, | |
| "learning_rate": 5.804000000000001e-06, | |
| "loss": 0.4009, | |
| "step": 6200 | |
| }, | |
| { | |
| "epoch": 10.47413612565445, | |
| "grad_norm": 1.32716703414917, | |
| "learning_rate": 5.754e-06, | |
| "loss": 0.4037, | |
| "step": 6250 | |
| }, | |
| { | |
| "epoch": 10.557905759162304, | |
| "grad_norm": 1.6168224811553955, | |
| "learning_rate": 5.704000000000001e-06, | |
| "loss": 0.401, | |
| "step": 6300 | |
| }, | |
| { | |
| "epoch": 10.641675392670157, | |
| "grad_norm": 1.3314645290374756, | |
| "learning_rate": 5.654e-06, | |
| "loss": 0.4039, | |
| "step": 6350 | |
| }, | |
| { | |
| "epoch": 10.72544502617801, | |
| "grad_norm": 1.0647807121276855, | |
| "learning_rate": 5.604000000000001e-06, | |
| "loss": 0.4039, | |
| "step": 6400 | |
| }, | |
| { | |
| "epoch": 10.809214659685864, | |
| "grad_norm": 1.3919047117233276, | |
| "learning_rate": 5.5540000000000005e-06, | |
| "loss": 0.4014, | |
| "step": 6450 | |
| }, | |
| { | |
| "epoch": 10.892984293193717, | |
| "grad_norm": 1.3037397861480713, | |
| "learning_rate": 5.504e-06, | |
| "loss": 0.403, | |
| "step": 6500 | |
| }, | |
| { | |
| "epoch": 10.892984293193717, | |
| "eval_loss": 0.3670424520969391, | |
| "eval_runtime": 281.4305, | |
| "eval_samples_per_second": 30.164, | |
| "eval_steps_per_second": 3.774, | |
| "step": 6500 | |
| }, | |
| { | |
| "epoch": 10.976753926701571, | |
| "grad_norm": 0.9927046298980713, | |
| "learning_rate": 5.454000000000001e-06, | |
| "loss": 0.4002, | |
| "step": 6550 | |
| }, | |
| { | |
| "epoch": 11.060523560209424, | |
| "grad_norm": 2.82547926902771, | |
| "learning_rate": 5.404e-06, | |
| "loss": 0.4035, | |
| "step": 6600 | |
| }, | |
| { | |
| "epoch": 11.144293193717278, | |
| "grad_norm": 1.4662278890609741, | |
| "learning_rate": 5.354e-06, | |
| "loss": 0.4031, | |
| "step": 6650 | |
| }, | |
| { | |
| "epoch": 11.22806282722513, | |
| "grad_norm": 0.9803363084793091, | |
| "learning_rate": 5.304e-06, | |
| "loss": 0.3984, | |
| "step": 6700 | |
| }, | |
| { | |
| "epoch": 11.311832460732985, | |
| "grad_norm": 1.580372929573059, | |
| "learning_rate": 5.254e-06, | |
| "loss": 0.3987, | |
| "step": 6750 | |
| }, | |
| { | |
| "epoch": 11.395602094240838, | |
| "grad_norm": 1.5269379615783691, | |
| "learning_rate": 5.2040000000000005e-06, | |
| "loss": 0.3999, | |
| "step": 6800 | |
| }, | |
| { | |
| "epoch": 11.479371727748692, | |
| "grad_norm": 1.2878773212432861, | |
| "learning_rate": 5.154e-06, | |
| "loss": 0.3991, | |
| "step": 6850 | |
| }, | |
| { | |
| "epoch": 11.563141361256545, | |
| "grad_norm": 1.2725164890289307, | |
| "learning_rate": 5.104e-06, | |
| "loss": 0.3979, | |
| "step": 6900 | |
| }, | |
| { | |
| "epoch": 11.646910994764397, | |
| "grad_norm": 2.5339043140411377, | |
| "learning_rate": 5.054e-06, | |
| "loss": 0.3966, | |
| "step": 6950 | |
| }, | |
| { | |
| "epoch": 11.730680628272252, | |
| "grad_norm": 1.1876580715179443, | |
| "learning_rate": 5.004e-06, | |
| "loss": 0.4017, | |
| "step": 7000 | |
| }, | |
| { | |
| "epoch": 11.730680628272252, | |
| "eval_loss": 0.3627295196056366, | |
| "eval_runtime": 270.756, | |
| "eval_samples_per_second": 31.353, | |
| "eval_steps_per_second": 3.922, | |
| "step": 7000 | |
| } | |
| ], | |
| "logging_steps": 50, | |
| "max_steps": 12000, | |
| "num_input_tokens_seen": 0, | |
| "num_train_epochs": 21, | |
| "save_steps": 500, | |
| "stateful_callbacks": { | |
| "TrainerControl": { | |
| "args": { | |
| "should_epoch_stop": false, | |
| "should_evaluate": false, | |
| "should_log": false, | |
| "should_save": true, | |
| "should_training_stop": false | |
| }, | |
| "attributes": {} | |
| } | |
| }, | |
| "total_flos": 1.255861347281545e+17, | |
| "train_batch_size": 16, | |
| "trial_name": null, | |
| "trial_params": null | |
| } | |