| { | |
| "best_metric": 0.41326722502708435, | |
| "best_model_checkpoint": "mikhail-panzo/fil_b64_le5_s8000/checkpoint-3500", | |
| "epoch": 152.17391304347825, | |
| "eval_steps": 500, | |
| "global_step": 3500, | |
| "is_hyper_param_search": false, | |
| "is_local_process_zero": true, | |
| "is_world_process_zero": true, | |
| "log_history": [ | |
| { | |
| "epoch": 2.1739130434782608, | |
| "grad_norm": 4.140745639801025, | |
| "learning_rate": 2.4500000000000004e-07, | |
| "loss": 0.8272, | |
| "step": 50 | |
| }, | |
| { | |
| "epoch": 4.3478260869565215, | |
| "grad_norm": 1.78262197971344, | |
| "learning_rate": 4.95e-07, | |
| "loss": 0.7463, | |
| "step": 100 | |
| }, | |
| { | |
| "epoch": 6.521739130434782, | |
| "grad_norm": 4.001489639282227, | |
| "learning_rate": 7.450000000000001e-07, | |
| "loss": 0.7504, | |
| "step": 150 | |
| }, | |
| { | |
| "epoch": 8.695652173913043, | |
| "grad_norm": 1.0013818740844727, | |
| "learning_rate": 9.950000000000002e-07, | |
| "loss": 0.7295, | |
| "step": 200 | |
| }, | |
| { | |
| "epoch": 10.869565217391305, | |
| "grad_norm": 1.9014511108398438, | |
| "learning_rate": 1.2450000000000002e-06, | |
| "loss": 0.7182, | |
| "step": 250 | |
| }, | |
| { | |
| "epoch": 13.043478260869565, | |
| "grad_norm": 13.358899116516113, | |
| "learning_rate": 1.495e-06, | |
| "loss": 0.7037, | |
| "step": 300 | |
| }, | |
| { | |
| "epoch": 15.217391304347826, | |
| "grad_norm": 1.4039109945297241, | |
| "learning_rate": 1.745e-06, | |
| "loss": 0.6966, | |
| "step": 350 | |
| }, | |
| { | |
| "epoch": 17.391304347826086, | |
| "grad_norm": 3.0226972103118896, | |
| "learning_rate": 1.9950000000000004e-06, | |
| "loss": 0.6702, | |
| "step": 400 | |
| }, | |
| { | |
| "epoch": 19.565217391304348, | |
| "grad_norm": 1.716300129890442, | |
| "learning_rate": 2.24e-06, | |
| "loss": 0.6487, | |
| "step": 450 | |
| }, | |
| { | |
| "epoch": 21.73913043478261, | |
| "grad_norm": 2.9351744651794434, | |
| "learning_rate": 2.4900000000000003e-06, | |
| "loss": 0.6071, | |
| "step": 500 | |
| }, | |
| { | |
| "epoch": 21.73913043478261, | |
| "eval_loss": 0.521294116973877, | |
| "eval_runtime": 6.6451, | |
| "eval_samples_per_second": 23.927, | |
| "eval_steps_per_second": 3.01, | |
| "step": 500 | |
| }, | |
| { | |
| "epoch": 23.91304347826087, | |
| "grad_norm": 1.9992552995681763, | |
| "learning_rate": 2.7400000000000004e-06, | |
| "loss": 0.5759, | |
| "step": 550 | |
| }, | |
| { | |
| "epoch": 26.08695652173913, | |
| "grad_norm": 1.2594470977783203, | |
| "learning_rate": 2.99e-06, | |
| "loss": 0.56, | |
| "step": 600 | |
| }, | |
| { | |
| "epoch": 28.26086956521739, | |
| "grad_norm": 1.0602363348007202, | |
| "learning_rate": 3.2400000000000003e-06, | |
| "loss": 0.5709, | |
| "step": 650 | |
| }, | |
| { | |
| "epoch": 30.434782608695652, | |
| "grad_norm": 1.116231083869934, | |
| "learning_rate": 3.49e-06, | |
| "loss": 0.5322, | |
| "step": 700 | |
| }, | |
| { | |
| "epoch": 32.608695652173914, | |
| "grad_norm": 1.5203620195388794, | |
| "learning_rate": 3.74e-06, | |
| "loss": 0.5264, | |
| "step": 750 | |
| }, | |
| { | |
| "epoch": 34.78260869565217, | |
| "grad_norm": 1.6139357089996338, | |
| "learning_rate": 3.990000000000001e-06, | |
| "loss": 0.5191, | |
| "step": 800 | |
| }, | |
| { | |
| "epoch": 36.95652173913044, | |
| "grad_norm": 1.436273217201233, | |
| "learning_rate": 4.24e-06, | |
| "loss": 0.5272, | |
| "step": 850 | |
| }, | |
| { | |
| "epoch": 39.130434782608695, | |
| "grad_norm": 1.757323145866394, | |
| "learning_rate": 4.49e-06, | |
| "loss": 0.5016, | |
| "step": 900 | |
| }, | |
| { | |
| "epoch": 41.30434782608695, | |
| "grad_norm": 0.9879368543624878, | |
| "learning_rate": 4.74e-06, | |
| "loss": 0.4975, | |
| "step": 950 | |
| }, | |
| { | |
| "epoch": 43.47826086956522, | |
| "grad_norm": 1.3402222394943237, | |
| "learning_rate": 4.9900000000000005e-06, | |
| "loss": 0.5126, | |
| "step": 1000 | |
| }, | |
| { | |
| "epoch": 43.47826086956522, | |
| "eval_loss": 0.4506620466709137, | |
| "eval_runtime": 6.4644, | |
| "eval_samples_per_second": 24.596, | |
| "eval_steps_per_second": 3.094, | |
| "step": 1000 | |
| }, | |
| { | |
| "epoch": 45.65217391304348, | |
| "grad_norm": 1.9366440773010254, | |
| "learning_rate": 5.240000000000001e-06, | |
| "loss": 0.5043, | |
| "step": 1050 | |
| }, | |
| { | |
| "epoch": 47.82608695652174, | |
| "grad_norm": 1.5358505249023438, | |
| "learning_rate": 5.490000000000001e-06, | |
| "loss": 0.5034, | |
| "step": 1100 | |
| }, | |
| { | |
| "epoch": 50.0, | |
| "grad_norm": 1.6836323738098145, | |
| "learning_rate": 5.74e-06, | |
| "loss": 0.499, | |
| "step": 1150 | |
| }, | |
| { | |
| "epoch": 52.17391304347826, | |
| "grad_norm": 1.5092076063156128, | |
| "learning_rate": 5.99e-06, | |
| "loss": 0.487, | |
| "step": 1200 | |
| }, | |
| { | |
| "epoch": 54.34782608695652, | |
| "grad_norm": 1.0751235485076904, | |
| "learning_rate": 6.24e-06, | |
| "loss": 0.4871, | |
| "step": 1250 | |
| }, | |
| { | |
| "epoch": 56.52173913043478, | |
| "grad_norm": 1.327528476715088, | |
| "learning_rate": 6.4900000000000005e-06, | |
| "loss": 0.4911, | |
| "step": 1300 | |
| }, | |
| { | |
| "epoch": 58.69565217391305, | |
| "grad_norm": 1.7827174663543701, | |
| "learning_rate": 6.740000000000001e-06, | |
| "loss": 0.4772, | |
| "step": 1350 | |
| }, | |
| { | |
| "epoch": 60.869565217391305, | |
| "grad_norm": 1.2707558870315552, | |
| "learning_rate": 6.99e-06, | |
| "loss": 0.4786, | |
| "step": 1400 | |
| }, | |
| { | |
| "epoch": 63.04347826086956, | |
| "grad_norm": 1.0794321298599243, | |
| "learning_rate": 7.24e-06, | |
| "loss": 0.4741, | |
| "step": 1450 | |
| }, | |
| { | |
| "epoch": 65.21739130434783, | |
| "grad_norm": 2.0180580615997314, | |
| "learning_rate": 7.49e-06, | |
| "loss": 0.4749, | |
| "step": 1500 | |
| }, | |
| { | |
| "epoch": 65.21739130434783, | |
| "eval_loss": 0.4311259388923645, | |
| "eval_runtime": 6.4494, | |
| "eval_samples_per_second": 24.653, | |
| "eval_steps_per_second": 3.101, | |
| "step": 1500 | |
| }, | |
| { | |
| "epoch": 67.3913043478261, | |
| "grad_norm": 1.2938276529312134, | |
| "learning_rate": 7.74e-06, | |
| "loss": 0.4684, | |
| "step": 1550 | |
| }, | |
| { | |
| "epoch": 69.56521739130434, | |
| "grad_norm": 1.8100048303604126, | |
| "learning_rate": 7.990000000000001e-06, | |
| "loss": 0.4797, | |
| "step": 1600 | |
| }, | |
| { | |
| "epoch": 71.73913043478261, | |
| "grad_norm": 1.8357532024383545, | |
| "learning_rate": 8.24e-06, | |
| "loss": 0.4813, | |
| "step": 1650 | |
| }, | |
| { | |
| "epoch": 73.91304347826087, | |
| "grad_norm": 1.4251928329467773, | |
| "learning_rate": 8.49e-06, | |
| "loss": 0.4622, | |
| "step": 1700 | |
| }, | |
| { | |
| "epoch": 76.08695652173913, | |
| "grad_norm": 1.1764353513717651, | |
| "learning_rate": 8.740000000000001e-06, | |
| "loss": 0.4642, | |
| "step": 1750 | |
| }, | |
| { | |
| "epoch": 78.26086956521739, | |
| "grad_norm": 1.6363924741744995, | |
| "learning_rate": 8.99e-06, | |
| "loss": 0.4669, | |
| "step": 1800 | |
| }, | |
| { | |
| "epoch": 80.43478260869566, | |
| "grad_norm": 1.485127568244934, | |
| "learning_rate": 9.240000000000001e-06, | |
| "loss": 0.4595, | |
| "step": 1850 | |
| }, | |
| { | |
| "epoch": 82.6086956521739, | |
| "grad_norm": 1.2844778299331665, | |
| "learning_rate": 9.49e-06, | |
| "loss": 0.463, | |
| "step": 1900 | |
| }, | |
| { | |
| "epoch": 84.78260869565217, | |
| "grad_norm": 1.0181550979614258, | |
| "learning_rate": 9.74e-06, | |
| "loss": 0.4529, | |
| "step": 1950 | |
| }, | |
| { | |
| "epoch": 86.95652173913044, | |
| "grad_norm": 1.3658286333084106, | |
| "learning_rate": 9.990000000000001e-06, | |
| "loss": 0.454, | |
| "step": 2000 | |
| }, | |
| { | |
| "epoch": 86.95652173913044, | |
| "eval_loss": 0.4230838716030121, | |
| "eval_runtime": 6.4713, | |
| "eval_samples_per_second": 24.57, | |
| "eval_steps_per_second": 3.091, | |
| "step": 2000 | |
| }, | |
| { | |
| "epoch": 89.1304347826087, | |
| "grad_norm": 2.8028907775878906, | |
| "learning_rate": 9.920000000000002e-06, | |
| "loss": 0.4694, | |
| "step": 2050 | |
| }, | |
| { | |
| "epoch": 91.30434782608695, | |
| "grad_norm": 0.8982108235359192, | |
| "learning_rate": 9.836666666666668e-06, | |
| "loss": 0.4495, | |
| "step": 2100 | |
| }, | |
| { | |
| "epoch": 93.47826086956522, | |
| "grad_norm": 2.500758409500122, | |
| "learning_rate": 9.753333333333335e-06, | |
| "loss": 0.4456, | |
| "step": 2150 | |
| }, | |
| { | |
| "epoch": 95.65217391304348, | |
| "grad_norm": 1.7864420413970947, | |
| "learning_rate": 9.67e-06, | |
| "loss": 0.4816, | |
| "step": 2200 | |
| }, | |
| { | |
| "epoch": 97.82608695652173, | |
| "grad_norm": 1.3289756774902344, | |
| "learning_rate": 9.586666666666667e-06, | |
| "loss": 0.4512, | |
| "step": 2250 | |
| }, | |
| { | |
| "epoch": 100.0, | |
| "grad_norm": 1.5230562686920166, | |
| "learning_rate": 9.503333333333334e-06, | |
| "loss": 0.4564, | |
| "step": 2300 | |
| }, | |
| { | |
| "epoch": 102.17391304347827, | |
| "grad_norm": 2.709244728088379, | |
| "learning_rate": 9.42e-06, | |
| "loss": 0.4543, | |
| "step": 2350 | |
| }, | |
| { | |
| "epoch": 104.34782608695652, | |
| "grad_norm": 2.3624541759490967, | |
| "learning_rate": 9.336666666666666e-06, | |
| "loss": 0.4505, | |
| "step": 2400 | |
| }, | |
| { | |
| "epoch": 106.52173913043478, | |
| "grad_norm": 1.4635056257247925, | |
| "learning_rate": 9.253333333333333e-06, | |
| "loss": 0.4558, | |
| "step": 2450 | |
| }, | |
| { | |
| "epoch": 108.69565217391305, | |
| "grad_norm": 1.9029183387756348, | |
| "learning_rate": 9.17e-06, | |
| "loss": 0.443, | |
| "step": 2500 | |
| }, | |
| { | |
| "epoch": 108.69565217391305, | |
| "eval_loss": 0.41728243231773376, | |
| "eval_runtime": 6.4572, | |
| "eval_samples_per_second": 24.624, | |
| "eval_steps_per_second": 3.097, | |
| "step": 2500 | |
| }, | |
| { | |
| "epoch": 110.8695652173913, | |
| "grad_norm": 1.4863485097885132, | |
| "learning_rate": 9.088333333333334e-06, | |
| "loss": 0.4562, | |
| "step": 2550 | |
| }, | |
| { | |
| "epoch": 113.04347826086956, | |
| "grad_norm": 1.1933757066726685, | |
| "learning_rate": 9.005000000000001e-06, | |
| "loss": 0.4438, | |
| "step": 2600 | |
| }, | |
| { | |
| "epoch": 115.21739130434783, | |
| "grad_norm": 2.2257957458496094, | |
| "learning_rate": 8.921666666666668e-06, | |
| "loss": 0.4511, | |
| "step": 2650 | |
| }, | |
| { | |
| "epoch": 117.3913043478261, | |
| "grad_norm": 1.382228970527649, | |
| "learning_rate": 8.838333333333335e-06, | |
| "loss": 0.4442, | |
| "step": 2700 | |
| }, | |
| { | |
| "epoch": 119.56521739130434, | |
| "grad_norm": 1.1577272415161133, | |
| "learning_rate": 8.755e-06, | |
| "loss": 0.4376, | |
| "step": 2750 | |
| }, | |
| { | |
| "epoch": 121.73913043478261, | |
| "grad_norm": 1.16239333152771, | |
| "learning_rate": 8.671666666666667e-06, | |
| "loss": 0.4378, | |
| "step": 2800 | |
| }, | |
| { | |
| "epoch": 123.91304347826087, | |
| "grad_norm": 1.3845179080963135, | |
| "learning_rate": 8.588333333333334e-06, | |
| "loss": 0.4368, | |
| "step": 2850 | |
| }, | |
| { | |
| "epoch": 126.08695652173913, | |
| "grad_norm": 1.4513936042785645, | |
| "learning_rate": 8.505e-06, | |
| "loss": 0.4362, | |
| "step": 2900 | |
| }, | |
| { | |
| "epoch": 128.2608695652174, | |
| "grad_norm": 2.2269773483276367, | |
| "learning_rate": 8.421666666666668e-06, | |
| "loss": 0.4498, | |
| "step": 2950 | |
| }, | |
| { | |
| "epoch": 130.43478260869566, | |
| "grad_norm": 2.3055992126464844, | |
| "learning_rate": 8.338333333333335e-06, | |
| "loss": 0.4376, | |
| "step": 3000 | |
| }, | |
| { | |
| "epoch": 130.43478260869566, | |
| "eval_loss": 0.4168698191642761, | |
| "eval_runtime": 6.612, | |
| "eval_samples_per_second": 24.047, | |
| "eval_steps_per_second": 3.025, | |
| "step": 3000 | |
| }, | |
| { | |
| "epoch": 132.6086956521739, | |
| "grad_norm": 1.1443853378295898, | |
| "learning_rate": 8.255000000000001e-06, | |
| "loss": 0.4369, | |
| "step": 3050 | |
| }, | |
| { | |
| "epoch": 134.7826086956522, | |
| "grad_norm": 1.3519920110702515, | |
| "learning_rate": 8.171666666666668e-06, | |
| "loss": 0.4322, | |
| "step": 3100 | |
| }, | |
| { | |
| "epoch": 136.95652173913044, | |
| "grad_norm": 1.4229977130889893, | |
| "learning_rate": 8.088333333333334e-06, | |
| "loss": 0.436, | |
| "step": 3150 | |
| }, | |
| { | |
| "epoch": 139.1304347826087, | |
| "grad_norm": 3.4992916584014893, | |
| "learning_rate": 8.005e-06, | |
| "loss": 0.4275, | |
| "step": 3200 | |
| }, | |
| { | |
| "epoch": 141.30434782608697, | |
| "grad_norm": 0.9590508937835693, | |
| "learning_rate": 7.921666666666667e-06, | |
| "loss": 0.4366, | |
| "step": 3250 | |
| }, | |
| { | |
| "epoch": 143.47826086956522, | |
| "grad_norm": 4.028496265411377, | |
| "learning_rate": 7.838333333333334e-06, | |
| "loss": 0.437, | |
| "step": 3300 | |
| }, | |
| { | |
| "epoch": 145.65217391304347, | |
| "grad_norm": 0.9438303709030151, | |
| "learning_rate": 7.755000000000001e-06, | |
| "loss": 0.4317, | |
| "step": 3350 | |
| }, | |
| { | |
| "epoch": 147.82608695652175, | |
| "grad_norm": 1.5847684144973755, | |
| "learning_rate": 7.671666666666668e-06, | |
| "loss": 0.4303, | |
| "step": 3400 | |
| }, | |
| { | |
| "epoch": 150.0, | |
| "grad_norm": 1.676293969154358, | |
| "learning_rate": 7.588333333333334e-06, | |
| "loss": 0.4312, | |
| "step": 3450 | |
| }, | |
| { | |
| "epoch": 152.17391304347825, | |
| "grad_norm": 0.9531082510948181, | |
| "learning_rate": 7.505e-06, | |
| "loss": 0.4287, | |
| "step": 3500 | |
| }, | |
| { | |
| "epoch": 152.17391304347825, | |
| "eval_loss": 0.41326722502708435, | |
| "eval_runtime": 6.485, | |
| "eval_samples_per_second": 24.518, | |
| "eval_steps_per_second": 3.084, | |
| "step": 3500 | |
| } | |
| ], | |
| "logging_steps": 50, | |
| "max_steps": 8000, | |
| "num_input_tokens_seen": 0, | |
| "num_train_epochs": 348, | |
| "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": 5.194546896348691e+16, | |
| "train_batch_size": 64, | |
| "trial_name": null, | |
| "trial_params": null | |
| } | |