{ "best_metric": 5.6849164962768555, "best_model_checkpoint": "output_sol_3/checkpoint-19350", "epoch": 50.0, "eval_steps": 500, "global_step": 19350, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 1.0, "learning_rate": 9.8e-07, "loss": 6.7291, "step": 387 }, { "epoch": 1.0, "eval_accuracy": 0.1754074882356953, "eval_loss": 6.441868782043457, "eval_runtime": 6.5661, "eval_samples_per_second": 6.549, "eval_steps_per_second": 0.914, "step": 387 }, { "epoch": 2.0, "learning_rate": 9.6e-07, "loss": 6.5666, "step": 774 }, { "epoch": 2.0, "eval_accuracy": 0.18468253426993111, "eval_loss": 6.273727893829346, "eval_runtime": 6.5673, "eval_samples_per_second": 6.548, "eval_steps_per_second": 0.914, "step": 774 }, { "epoch": 3.0, "learning_rate": 9.399999999999999e-07, "loss": 6.4479, "step": 1161 }, { "epoch": 3.0, "eval_accuracy": 0.1917524835754393, "eval_loss": 6.139554023742676, "eval_runtime": 6.5469, "eval_samples_per_second": 6.568, "eval_steps_per_second": 0.916, "step": 1161 }, { "epoch": 4.0, "learning_rate": 9.2e-07, "loss": 6.3439, "step": 1548 }, { "epoch": 4.0, "eval_accuracy": 0.1973675236991066, "eval_loss": 6.035923480987549, "eval_runtime": 6.5514, "eval_samples_per_second": 6.563, "eval_steps_per_second": 0.916, "step": 1548 }, { "epoch": 5.0, "learning_rate": 9e-07, "loss": 6.2577, "step": 1935 }, { "epoch": 5.0, "eval_accuracy": 0.20305076269067268, "eval_loss": 5.931780815124512, "eval_runtime": 6.5535, "eval_samples_per_second": 6.561, "eval_steps_per_second": 0.916, "step": 1935 }, { "epoch": 6.0, "learning_rate": 8.799999999999999e-07, "loss": 6.172, "step": 2322 }, { "epoch": 6.0, "eval_accuracy": 0.20827934256291344, "eval_loss": 5.861706256866455, "eval_runtime": 6.5488, "eval_samples_per_second": 6.566, "eval_steps_per_second": 0.916, "step": 2322 }, { "epoch": 7.0, "learning_rate": 8.599999999999999e-07, "loss": 6.0943, "step": 2709 }, { "epoch": 7.0, "eval_accuracy": 0.21153015526608926, "eval_loss": 5.821234226226807, "eval_runtime": 6.551, "eval_samples_per_second": 6.564, "eval_steps_per_second": 0.916, "step": 2709 }, { "epoch": 8.0, "learning_rate": 8.399999999999999e-07, "loss": 6.0318, "step": 3096 }, { "epoch": 8.0, "eval_accuracy": 0.21318966105162654, "eval_loss": 5.7982587814331055, "eval_runtime": 6.5518, "eval_samples_per_second": 6.563, "eval_steps_per_second": 0.916, "step": 3096 }, { "epoch": 9.0, "learning_rate": 8.199999999999999e-07, "loss": 5.9812, "step": 3483 }, { "epoch": 9.0, "eval_accuracy": 0.21512196230875902, "eval_loss": 5.781760215759277, "eval_runtime": 6.5556, "eval_samples_per_second": 6.559, "eval_steps_per_second": 0.915, "step": 3483 }, { "epoch": 10.0, "learning_rate": 8e-07, "loss": 5.9436, "step": 3870 }, { "epoch": 10.0, "eval_accuracy": 0.21634954193093728, "eval_loss": 5.767332553863525, "eval_runtime": 6.5502, "eval_samples_per_second": 6.565, "eval_steps_per_second": 0.916, "step": 3870 }, { "epoch": 11.0, "learning_rate": 7.799999999999999e-07, "loss": 5.9144, "step": 4257 }, { "epoch": 11.0, "eval_accuracy": 0.21714519538975652, "eval_loss": 5.75629997253418, "eval_runtime": 6.5503, "eval_samples_per_second": 6.565, "eval_steps_per_second": 0.916, "step": 4257 }, { "epoch": 12.0, "learning_rate": 7.599999999999999e-07, "loss": 5.8923, "step": 4644 }, { "epoch": 12.0, "eval_accuracy": 0.21846370683579985, "eval_loss": 5.745217323303223, "eval_runtime": 6.557, "eval_samples_per_second": 6.558, "eval_steps_per_second": 0.915, "step": 4644 }, { "epoch": 13.0, "learning_rate": 7.4e-07, "loss": 5.8723, "step": 5031 }, { "epoch": 13.0, "eval_accuracy": 0.2190092977789902, "eval_loss": 5.73870325088501, "eval_runtime": 6.5631, "eval_samples_per_second": 6.552, "eval_steps_per_second": 0.914, "step": 5031 }, { "epoch": 14.0, "learning_rate": 7.2e-07, "loss": 5.8549, "step": 5418 }, { "epoch": 14.0, "eval_accuracy": 0.21930482620655165, "eval_loss": 5.7320146560668945, "eval_runtime": 6.5518, "eval_samples_per_second": 6.563, "eval_steps_per_second": 0.916, "step": 5418 }, { "epoch": 15.0, "learning_rate": 7e-07, "loss": 5.8427, "step": 5805 }, { "epoch": 15.0, "eval_accuracy": 0.219850417149742, "eval_loss": 5.725865364074707, "eval_runtime": 6.5565, "eval_samples_per_second": 6.558, "eval_steps_per_second": 0.915, "step": 5805 }, { "epoch": 16.0, "learning_rate": 6.800000000000001e-07, "loss": 5.8306, "step": 6192 }, { "epoch": 16.0, "eval_accuracy": 0.220282343313101, "eval_loss": 5.721892833709717, "eval_runtime": 6.5537, "eval_samples_per_second": 6.561, "eval_steps_per_second": 0.916, "step": 6192 }, { "epoch": 17.0, "learning_rate": 6.6e-07, "loss": 5.8176, "step": 6579 }, { "epoch": 17.0, "eval_accuracy": 0.22041874104889858, "eval_loss": 5.718621253967285, "eval_runtime": 6.5536, "eval_samples_per_second": 6.561, "eval_steps_per_second": 0.916, "step": 6579 }, { "epoch": 18.0, "learning_rate": 6.4e-07, "loss": 5.8129, "step": 6966 }, { "epoch": 18.0, "eval_accuracy": 0.22062333765259498, "eval_loss": 5.7153215408325195, "eval_runtime": 6.5502, "eval_samples_per_second": 6.565, "eval_steps_per_second": 0.916, "step": 6966 }, { "epoch": 19.0, "learning_rate": 6.2e-07, "loss": 5.8055, "step": 7353 }, { "epoch": 19.0, "eval_accuracy": 0.22112346268385277, "eval_loss": 5.7118988037109375, "eval_runtime": 6.5485, "eval_samples_per_second": 6.566, "eval_steps_per_second": 0.916, "step": 7353 }, { "epoch": 20.0, "learning_rate": 6e-07, "loss": 5.7954, "step": 7740 }, { "epoch": 20.0, "eval_accuracy": 0.2213053263315829, "eval_loss": 5.709749698638916, "eval_runtime": 6.5556, "eval_samples_per_second": 6.559, "eval_steps_per_second": 0.915, "step": 7740 }, { "epoch": 21.0, "learning_rate": 5.8e-07, "loss": 5.7906, "step": 8127 }, { "epoch": 21.0, "eval_accuracy": 0.22185091727477324, "eval_loss": 5.70782995223999, "eval_runtime": 6.5498, "eval_samples_per_second": 6.565, "eval_steps_per_second": 0.916, "step": 8127 }, { "epoch": 22.0, "learning_rate": 5.6e-07, "loss": 5.7834, "step": 8514 }, { "epoch": 22.0, "eval_accuracy": 0.2221237127463684, "eval_loss": 5.706095218658447, "eval_runtime": 6.556, "eval_samples_per_second": 6.559, "eval_steps_per_second": 0.915, "step": 8514 }, { "epoch": 23.0, "learning_rate": 5.4e-07, "loss": 5.7779, "step": 8901 }, { "epoch": 23.0, "eval_accuracy": 0.22235104230603106, "eval_loss": 5.704181671142578, "eval_runtime": 6.5374, "eval_samples_per_second": 6.578, "eval_steps_per_second": 0.918, "step": 8901 }, { "epoch": 24.0, "learning_rate": 5.2e-07, "loss": 5.7718, "step": 9288 }, { "epoch": 24.0, "eval_accuracy": 0.22264657073359248, "eval_loss": 5.70188570022583, "eval_runtime": 6.5489, "eval_samples_per_second": 6.566, "eval_steps_per_second": 0.916, "step": 9288 }, { "epoch": 25.0, "learning_rate": 5e-07, "loss": 5.7664, "step": 9675 }, { "epoch": 25.0, "eval_accuracy": 0.2231466957648503, "eval_loss": 5.700209617614746, "eval_runtime": 6.5447, "eval_samples_per_second": 6.57, "eval_steps_per_second": 0.917, "step": 9675 }, { "epoch": 26.0, "learning_rate": 4.8e-07, "loss": 5.7616, "step": 10062 }, { "epoch": 26.0, "eval_accuracy": 0.22335129236854667, "eval_loss": 5.698944091796875, "eval_runtime": 6.5389, "eval_samples_per_second": 6.576, "eval_steps_per_second": 0.918, "step": 10062 }, { "epoch": 27.0, "learning_rate": 4.6e-07, "loss": 5.7596, "step": 10449 }, { "epoch": 27.0, "eval_accuracy": 0.22341949123644547, "eval_loss": 5.697207927703857, "eval_runtime": 6.5507, "eval_samples_per_second": 6.564, "eval_steps_per_second": 0.916, "step": 10449 }, { "epoch": 28.0, "learning_rate": 4.3999999999999997e-07, "loss": 5.7553, "step": 10836 }, { "epoch": 28.0, "eval_accuracy": 0.2236013548841756, "eval_loss": 5.696023464202881, "eval_runtime": 6.5473, "eval_samples_per_second": 6.568, "eval_steps_per_second": 0.916, "step": 10836 }, { "epoch": 29.0, "learning_rate": 4.1999999999999995e-07, "loss": 5.7525, "step": 11223 }, { "epoch": 29.0, "eval_accuracy": 0.2235331560162768, "eval_loss": 5.694847583770752, "eval_runtime": 6.543, "eval_samples_per_second": 6.572, "eval_steps_per_second": 0.917, "step": 11223 }, { "epoch": 30.0, "learning_rate": 4e-07, "loss": 5.7488, "step": 11610 }, { "epoch": 30.0, "eval_accuracy": 0.22355588897224307, "eval_loss": 5.693871974945068, "eval_runtime": 6.5401, "eval_samples_per_second": 6.575, "eval_steps_per_second": 0.917, "step": 11610 }, { "epoch": 31.0, "learning_rate": 3.7999999999999996e-07, "loss": 5.7445, "step": 11997 }, { "epoch": 31.0, "eval_accuracy": 0.2236695537520744, "eval_loss": 5.693030834197998, "eval_runtime": 6.5461, "eval_samples_per_second": 6.569, "eval_steps_per_second": 0.917, "step": 11997 }, { "epoch": 32.0, "learning_rate": 3.6e-07, "loss": 5.7409, "step": 12384 }, { "epoch": 32.0, "eval_accuracy": 0.22373775261997317, "eval_loss": 5.691904544830322, "eval_runtime": 6.5492, "eval_samples_per_second": 6.566, "eval_steps_per_second": 0.916, "step": 12384 }, { "epoch": 33.0, "learning_rate": 3.4000000000000003e-07, "loss": 5.7389, "step": 12771 }, { "epoch": 33.0, "eval_accuracy": 0.22373775261997317, "eval_loss": 5.691229343414307, "eval_runtime": 6.5417, "eval_samples_per_second": 6.573, "eval_steps_per_second": 0.917, "step": 12771 }, { "epoch": 34.0, "learning_rate": 3.2e-07, "loss": 5.739, "step": 13158 }, { "epoch": 34.0, "eval_accuracy": 0.2238514173998045, "eval_loss": 5.690367221832275, "eval_runtime": 6.5476, "eval_samples_per_second": 6.567, "eval_steps_per_second": 0.916, "step": 13158 }, { "epoch": 35.0, "learning_rate": 3e-07, "loss": 5.7339, "step": 13545 }, { "epoch": 35.0, "eval_accuracy": 0.22387415035577077, "eval_loss": 5.689624309539795, "eval_runtime": 6.5489, "eval_samples_per_second": 6.566, "eval_steps_per_second": 0.916, "step": 13545 }, { "epoch": 36.0, "learning_rate": 2.8e-07, "loss": 5.731, "step": 13932 }, { "epoch": 36.0, "eval_accuracy": 0.22401054809156834, "eval_loss": 5.6890740394592285, "eval_runtime": 6.5461, "eval_samples_per_second": 6.569, "eval_steps_per_second": 0.917, "step": 13932 }, { "epoch": 37.0, "learning_rate": 2.6e-07, "loss": 5.7285, "step": 14319 }, { "epoch": 37.0, "eval_accuracy": 0.22403328104753462, "eval_loss": 5.688539505004883, "eval_runtime": 6.5471, "eval_samples_per_second": 6.568, "eval_steps_per_second": 0.916, "step": 14319 }, { "epoch": 38.0, "learning_rate": 2.4e-07, "loss": 5.724, "step": 14706 }, { "epoch": 38.0, "eval_accuracy": 0.22410147991543342, "eval_loss": 5.6880621910095215, "eval_runtime": 6.5514, "eval_samples_per_second": 6.564, "eval_steps_per_second": 0.916, "step": 14706 }, { "epoch": 39.0, "learning_rate": 2.1999999999999998e-07, "loss": 5.7241, "step": 15093 }, { "epoch": 39.0, "eval_accuracy": 0.2242151446952647, "eval_loss": 5.687371253967285, "eval_runtime": 6.5505, "eval_samples_per_second": 6.564, "eval_steps_per_second": 0.916, "step": 15093 }, { "epoch": 40.0, "learning_rate": 2e-07, "loss": 5.724, "step": 15480 }, { "epoch": 40.0, "eval_accuracy": 0.22444247425492736, "eval_loss": 5.687062740325928, "eval_runtime": 6.5565, "eval_samples_per_second": 6.558, "eval_steps_per_second": 0.915, "step": 15480 }, { "epoch": 41.0, "learning_rate": 1.8e-07, "loss": 5.7199, "step": 15867 }, { "epoch": 41.0, "eval_accuracy": 0.22446520721089364, "eval_loss": 5.686655521392822, "eval_runtime": 6.5445, "eval_samples_per_second": 6.57, "eval_steps_per_second": 0.917, "step": 15867 }, { "epoch": 42.0, "learning_rate": 1.6e-07, "loss": 5.7212, "step": 16254 }, { "epoch": 42.0, "eval_accuracy": 0.2244197412989611, "eval_loss": 5.686285495758057, "eval_runtime": 6.5455, "eval_samples_per_second": 6.569, "eval_steps_per_second": 0.917, "step": 16254 }, { "epoch": 43.0, "learning_rate": 1.4e-07, "loss": 5.7209, "step": 16641 }, { "epoch": 43.0, "eval_accuracy": 0.22451067312282616, "eval_loss": 5.685915946960449, "eval_runtime": 6.5461, "eval_samples_per_second": 6.569, "eval_steps_per_second": 0.917, "step": 16641 }, { "epoch": 44.0, "learning_rate": 1.2e-07, "loss": 5.7169, "step": 17028 }, { "epoch": 44.0, "eval_accuracy": 0.22451067312282616, "eval_loss": 5.685729503631592, "eval_runtime": 6.5499, "eval_samples_per_second": 6.565, "eval_steps_per_second": 0.916, "step": 17028 }, { "epoch": 45.0, "learning_rate": 1e-07, "loss": 5.7185, "step": 17415 }, { "epoch": 45.0, "eval_accuracy": 0.22469253677055628, "eval_loss": 5.68557071685791, "eval_runtime": 6.5567, "eval_samples_per_second": 6.558, "eval_steps_per_second": 0.915, "step": 17415 }, { "epoch": 46.0, "learning_rate": 8e-08, "loss": 5.7165, "step": 17802 }, { "epoch": 46.0, "eval_accuracy": 0.22469253677055628, "eval_loss": 5.685311317443848, "eval_runtime": 6.5512, "eval_samples_per_second": 6.564, "eval_steps_per_second": 0.916, "step": 17802 }, { "epoch": 47.0, "learning_rate": 6e-08, "loss": 5.7202, "step": 18189 }, { "epoch": 47.0, "eval_accuracy": 0.2248062015503876, "eval_loss": 5.685103416442871, "eval_runtime": 6.5558, "eval_samples_per_second": 6.559, "eval_steps_per_second": 0.915, "step": 18189 }, { "epoch": 48.0, "learning_rate": 4e-08, "loss": 5.7183, "step": 18576 }, { "epoch": 48.0, "eval_accuracy": 0.22482893450635386, "eval_loss": 5.684987545013428, "eval_runtime": 6.5482, "eval_samples_per_second": 6.567, "eval_steps_per_second": 0.916, "step": 18576 }, { "epoch": 49.0, "learning_rate": 2e-08, "loss": 5.7179, "step": 18963 }, { "epoch": 49.0, "eval_accuracy": 0.22482893450635386, "eval_loss": 5.684926509857178, "eval_runtime": 6.5478, "eval_samples_per_second": 6.567, "eval_steps_per_second": 0.916, "step": 18963 }, { "epoch": 50.0, "learning_rate": 0.0, "loss": 5.7164, "step": 19350 }, { "epoch": 50.0, "eval_accuracy": 0.22485166746232013, "eval_loss": 5.6849164962768555, "eval_runtime": 6.5482, "eval_samples_per_second": 6.567, "eval_steps_per_second": 0.916, "step": 19350 }, { "epoch": 50.0, "step": 19350, "total_flos": 8.421798445056e+16, "train_loss": 5.863803761405847, "train_runtime": 11632.7911, "train_samples_per_second": 1.663, "train_steps_per_second": 1.663 } ], "logging_steps": 500, "max_steps": 19350, "num_input_tokens_seen": 0, "num_train_epochs": 50, "save_steps": 500, "total_flos": 8.421798445056e+16, "train_batch_size": 1, "trial_name": null, "trial_params": null }