{ "best_metric": 1.0150929689407349, "best_model_checkpoint": "outputs/checkpoint-370", "epoch": 14.98515519568151, "eval_steps": 500, "global_step": 694, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.4318488529014845, "grad_norm": 0.8248411417007446, "learning_rate": 1.6000000000000003e-05, "loss": 2.3247, "step": 20 }, { "epoch": 0.863697705802969, "grad_norm": 0.49438855051994324, "learning_rate": 3.2000000000000005e-05, "loss": 2.1902, "step": 40 }, { "epoch": 0.9932523616734144, "eval_loss": 1.8555350303649902, "eval_runtime": 11.6415, "eval_samples_per_second": 31.955, "eval_steps_per_second": 4.037, "step": 46 }, { "epoch": 1.2955465587044535, "grad_norm": 0.47723057866096497, "learning_rate": 4.8e-05, "loss": 2.034, "step": 60 }, { "epoch": 1.7273954116059378, "grad_norm": 0.593337893486023, "learning_rate": 6.400000000000001e-05, "loss": 1.8608, "step": 80 }, { "epoch": 1.9865047233468287, "eval_loss": 1.5587676763534546, "eval_runtime": 11.6248, "eval_samples_per_second": 32.001, "eval_steps_per_second": 4.043, "step": 92 }, { "epoch": 2.1592442645074224, "grad_norm": 0.8223298192024231, "learning_rate": 8e-05, "loss": 1.7855, "step": 100 }, { "epoch": 2.591093117408907, "grad_norm": 0.817817747592926, "learning_rate": 7.985111279768106e-05, "loss": 1.6414, "step": 120 }, { "epoch": 2.979757085020243, "eval_loss": 1.313427448272705, "eval_runtime": 11.6243, "eval_samples_per_second": 32.002, "eval_steps_per_second": 4.043, "step": 138 }, { "epoch": 3.0229419703103915, "grad_norm": 1.2319685220718384, "learning_rate": 7.940555956067495e-05, "loss": 1.5914, "step": 140 }, { "epoch": 3.454790823211876, "grad_norm": 1.4404529333114624, "learning_rate": 7.866665714772879e-05, "loss": 1.4412, "step": 160 }, { "epoch": 3.8866396761133606, "grad_norm": 1.4236242771148682, "learning_rate": 7.763990621449507e-05, "loss": 1.4051, "step": 180 }, { "epoch": 3.9946018893387314, "eval_loss": 1.1534684896469116, "eval_runtime": 11.6309, "eval_samples_per_second": 31.984, "eval_steps_per_second": 4.041, "step": 185 }, { "epoch": 4.318488529014845, "grad_norm": 1.6882641315460205, "learning_rate": 7.633295026467016e-05, "loss": 1.2741, "step": 200 }, { "epoch": 4.75033738191633, "grad_norm": 1.8958238363265991, "learning_rate": 7.475551874900027e-05, "loss": 1.2849, "step": 220 }, { "epoch": 4.987854251012146, "eval_loss": 1.0627214908599854, "eval_runtime": 11.6391, "eval_samples_per_second": 31.961, "eval_steps_per_second": 4.038, "step": 231 }, { "epoch": 5.182186234817814, "grad_norm": 2.1620829105377197, "learning_rate": 7.291935463574626e-05, "loss": 1.2407, "step": 240 }, { "epoch": 5.614035087719298, "grad_norm": 2.1012117862701416, "learning_rate": 7.083812699179919e-05, "loss": 1.1518, "step": 260 }, { "epoch": 5.98110661268556, "eval_loss": 1.028646469116211, "eval_runtime": 11.6328, "eval_samples_per_second": 31.978, "eval_steps_per_second": 4.04, "step": 277 }, { "epoch": 6.045883940620783, "grad_norm": 1.7699904441833496, "learning_rate": 6.852732922522385e-05, "loss": 1.103, "step": 280 }, { "epoch": 6.477732793522267, "grad_norm": 1.8991751670837402, "learning_rate": 6.600416374674978e-05, "loss": 1.0045, "step": 300 }, { "epoch": 6.909581646423752, "grad_norm": 2.116734027862549, "learning_rate": 6.328741390883084e-05, "loss": 1.0787, "step": 320 }, { "epoch": 6.995951417004049, "eval_loss": 1.0193792581558228, "eval_runtime": 11.638, "eval_samples_per_second": 31.964, "eval_steps_per_second": 4.038, "step": 324 }, { "epoch": 7.341430499325236, "grad_norm": 2.5775842666625977, "learning_rate": 6.0397304175605444e-05, "loss": 0.9657, "step": 340 }, { "epoch": 7.77327935222672, "grad_norm": 2.1000559329986572, "learning_rate": 5.735534956470233e-05, "loss": 0.9986, "step": 360 }, { "epoch": 7.989203778677463, "eval_loss": 1.0150929689407349, "eval_runtime": 11.632, "eval_samples_per_second": 31.981, "eval_steps_per_second": 4.041, "step": 370 }, { "epoch": 8.205128205128204, "grad_norm": 2.1909162998199463, "learning_rate": 5.4184195481701425e-05, "loss": 0.9297, "step": 380 }, { "epoch": 8.63697705802969, "grad_norm": 2.5721118450164795, "learning_rate": 5.0907449139579755e-05, "loss": 0.9043, "step": 400 }, { "epoch": 8.982456140350877, "eval_loss": 1.0347795486450195, "eval_runtime": 11.6414, "eval_samples_per_second": 31.955, "eval_steps_per_second": 4.037, "step": 416 }, { "epoch": 9.068825910931174, "grad_norm": 2.0946638584136963, "learning_rate": 4.754950381811667e-05, "loss": 0.9027, "step": 420 }, { "epoch": 9.50067476383266, "grad_norm": 2.279616117477417, "learning_rate": 4.41353572715348e-05, "loss": 0.8271, "step": 440 }, { "epoch": 9.932523616734143, "grad_norm": 2.285020351409912, "learning_rate": 4.069042563621555e-05, "loss": 0.8635, "step": 460 }, { "epoch": 9.997300944669366, "eval_loss": 1.044842004776001, "eval_runtime": 11.6375, "eval_samples_per_second": 31.966, "eval_steps_per_second": 4.039, "step": 463 }, { "epoch": 10.364372469635628, "grad_norm": 2.5461602210998535, "learning_rate": 3.7240354223827004e-05, "loss": 0.7875, "step": 480 }, { "epoch": 10.796221322537113, "grad_norm": 2.521639823913574, "learning_rate": 3.381082660838875e-05, "loss": 0.7705, "step": 500 }, { "epoch": 10.99055330634278, "eval_loss": 1.092528223991394, "eval_runtime": 11.637, "eval_samples_per_second": 31.967, "eval_steps_per_second": 4.039, "step": 509 }, { "epoch": 11.228070175438596, "grad_norm": 2.474837303161621, "learning_rate": 3.0427373428497704e-05, "loss": 0.8147, "step": 520 }, { "epoch": 11.65991902834008, "grad_norm": 2.7452375888824463, "learning_rate": 2.7115182328060385e-05, "loss": 0.7627, "step": 540 }, { "epoch": 11.983805668016194, "eval_loss": 1.1271629333496094, "eval_runtime": 11.6156, "eval_samples_per_second": 32.026, "eval_steps_per_second": 4.046, "step": 555 }, { "epoch": 12.091767881241566, "grad_norm": 2.392009973526001, "learning_rate": 2.3898910450401306e-05, "loss": 0.7224, "step": 560 }, { "epoch": 12.523616734143049, "grad_norm": 2.6347837448120117, "learning_rate": 2.0802500881608557e-05, "loss": 0.7138, "step": 580 }, { "epoch": 12.955465587044534, "grad_norm": 2.9887828826904297, "learning_rate": 1.7849004409578678e-05, "loss": 0.6921, "step": 600 }, { "epoch": 12.998650472334683, "eval_loss": 1.1484102010726929, "eval_runtime": 11.6137, "eval_samples_per_second": 32.031, "eval_steps_per_second": 4.047, "step": 602 }, { "epoch": 13.387314439946019, "grad_norm": 2.1394331455230713, "learning_rate": 1.5060407925650662e-05, "loss": 0.6668, "step": 620 }, { "epoch": 13.819163292847504, "grad_norm": 2.4540863037109375, "learning_rate": 1.2457470746268912e-05, "loss": 0.7211, "step": 640 }, { "epoch": 13.991902834008098, "eval_loss": 1.1996936798095703, "eval_runtime": 11.6138, "eval_samples_per_second": 32.031, "eval_steps_per_second": 4.047, "step": 648 }, { "epoch": 14.251012145748987, "grad_norm": 2.405277967453003, "learning_rate": 1.0059570073155953e-05, "loss": 0.6974, "step": 660 }, { "epoch": 14.682860998650472, "grad_norm": 2.132652521133423, "learning_rate": 7.884556742444704e-06, "loss": 0.6592, "step": 680 }, { "epoch": 14.98515519568151, "eval_loss": 1.2192020416259766, "eval_runtime": 11.6048, "eval_samples_per_second": 32.056, "eval_steps_per_second": 4.05, "step": 694 } ], "logging_steps": 20, "max_steps": 828, "num_input_tokens_seen": 0, "num_train_epochs": 18, "save_steps": 500, "total_flos": 6.173417896887091e+16, "train_batch_size": 2, "trial_name": null, "trial_params": null }