| { | |
| "best_metric": null, | |
| "best_model_checkpoint": null, | |
| "epoch": 93.74805194805195, | |
| "global_step": 9000, | |
| "is_hyper_param_search": false, | |
| "is_local_process_zero": true, | |
| "is_world_process_zero": true, | |
| "log_history": [ | |
| { | |
| "epoch": 1.04, | |
| "learning_rate": 3.828125e-06, | |
| "loss": 15.104, | |
| "step": 100 | |
| }, | |
| { | |
| "epoch": 2.08, | |
| "learning_rate": 7.6953125e-06, | |
| "loss": 12.2149, | |
| "step": 200 | |
| }, | |
| { | |
| "epoch": 3.12, | |
| "learning_rate": 1.16015625e-05, | |
| "loss": 4.9885, | |
| "step": 300 | |
| }, | |
| { | |
| "epoch": 4.17, | |
| "learning_rate": 1.55078125e-05, | |
| "loss": 3.3788, | |
| "step": 400 | |
| }, | |
| { | |
| "epoch": 5.21, | |
| "learning_rate": 1.94140625e-05, | |
| "loss": 3.1705, | |
| "step": 500 | |
| }, | |
| { | |
| "epoch": 6.25, | |
| "learning_rate": 2.3320312499999995e-05, | |
| "loss": 3.11, | |
| "step": 600 | |
| }, | |
| { | |
| "epoch": 7.29, | |
| "learning_rate": 2.72265625e-05, | |
| "loss": 3.0526, | |
| "step": 700 | |
| }, | |
| { | |
| "epoch": 8.33, | |
| "learning_rate": 3.11328125e-05, | |
| "loss": 3.0113, | |
| "step": 800 | |
| }, | |
| { | |
| "epoch": 9.37, | |
| "learning_rate": 3.5039062499999995e-05, | |
| "loss": 2.9601, | |
| "step": 900 | |
| }, | |
| { | |
| "epoch": 10.42, | |
| "learning_rate": 3.89453125e-05, | |
| "loss": 2.9099, | |
| "step": 1000 | |
| }, | |
| { | |
| "epoch": 10.42, | |
| "eval_loss": 2.8369038105010986, | |
| "eval_runtime": 198.5866, | |
| "eval_samples_per_second": 25.405, | |
| "eval_steps_per_second": 0.796, | |
| "eval_wer": 1.0, | |
| "step": 1000 | |
| }, | |
| { | |
| "epoch": 11.46, | |
| "learning_rate": 4.28515625e-05, | |
| "loss": 2.6653, | |
| "step": 1100 | |
| }, | |
| { | |
| "epoch": 12.5, | |
| "learning_rate": 4.675781249999999e-05, | |
| "loss": 1.8958, | |
| "step": 1200 | |
| }, | |
| { | |
| "epoch": 13.54, | |
| "learning_rate": 5.0664062499999996e-05, | |
| "loss": 1.4812, | |
| "step": 1300 | |
| }, | |
| { | |
| "epoch": 14.58, | |
| "learning_rate": 5.45703125e-05, | |
| "loss": 1.3358, | |
| "step": 1400 | |
| }, | |
| { | |
| "epoch": 15.62, | |
| "learning_rate": 5.8476562499999996e-05, | |
| "loss": 1.2522, | |
| "step": 1500 | |
| }, | |
| { | |
| "epoch": 16.66, | |
| "learning_rate": 6.238281249999999e-05, | |
| "loss": 1.1919, | |
| "step": 1600 | |
| }, | |
| { | |
| "epoch": 17.71, | |
| "learning_rate": 6.62890625e-05, | |
| "loss": 1.1663, | |
| "step": 1700 | |
| }, | |
| { | |
| "epoch": 18.75, | |
| "learning_rate": 7.019531249999999e-05, | |
| "loss": 1.1289, | |
| "step": 1800 | |
| }, | |
| { | |
| "epoch": 19.79, | |
| "learning_rate": 7.410156249999999e-05, | |
| "loss": 1.0902, | |
| "step": 1900 | |
| }, | |
| { | |
| "epoch": 20.83, | |
| "learning_rate": 7.4248046875e-05, | |
| "loss": 1.0745, | |
| "step": 2000 | |
| }, | |
| { | |
| "epoch": 20.83, | |
| "eval_loss": 0.19572903215885162, | |
| "eval_runtime": 202.06, | |
| "eval_samples_per_second": 24.968, | |
| "eval_steps_per_second": 0.782, | |
| "eval_wer": 0.16725371193237237, | |
| "step": 2000 | |
| }, | |
| { | |
| "epoch": 21.87, | |
| "learning_rate": 7.327148437499999e-05, | |
| "loss": 1.0485, | |
| "step": 2100 | |
| }, | |
| { | |
| "epoch": 22.91, | |
| "learning_rate": 7.2294921875e-05, | |
| "loss": 1.0291, | |
| "step": 2200 | |
| }, | |
| { | |
| "epoch": 23.96, | |
| "learning_rate": 7.1318359375e-05, | |
| "loss": 1.007, | |
| "step": 2300 | |
| }, | |
| { | |
| "epoch": 25.0, | |
| "learning_rate": 7.0341796875e-05, | |
| "loss": 1.0008, | |
| "step": 2400 | |
| }, | |
| { | |
| "epoch": 26.04, | |
| "learning_rate": 6.9365234375e-05, | |
| "loss": 0.988, | |
| "step": 2500 | |
| }, | |
| { | |
| "epoch": 27.08, | |
| "learning_rate": 6.8388671875e-05, | |
| "loss": 0.9766, | |
| "step": 2600 | |
| }, | |
| { | |
| "epoch": 28.12, | |
| "learning_rate": 6.7412109375e-05, | |
| "loss": 0.9663, | |
| "step": 2700 | |
| }, | |
| { | |
| "epoch": 29.17, | |
| "learning_rate": 6.6435546875e-05, | |
| "loss": 0.9539, | |
| "step": 2800 | |
| }, | |
| { | |
| "epoch": 30.21, | |
| "learning_rate": 6.545898437499999e-05, | |
| "loss": 0.9479, | |
| "step": 2900 | |
| }, | |
| { | |
| "epoch": 31.25, | |
| "learning_rate": 6.448242187499999e-05, | |
| "loss": 0.934, | |
| "step": 3000 | |
| }, | |
| { | |
| "epoch": 31.25, | |
| "eval_loss": 0.1579357087612152, | |
| "eval_runtime": 198.7733, | |
| "eval_samples_per_second": 25.381, | |
| "eval_steps_per_second": 0.795, | |
| "eval_wer": 0.1388858784003468, | |
| "step": 3000 | |
| }, | |
| { | |
| "epoch": 32.29, | |
| "learning_rate": 6.3505859375e-05, | |
| "loss": 0.9285, | |
| "step": 3100 | |
| }, | |
| { | |
| "epoch": 33.33, | |
| "learning_rate": 6.252929687499999e-05, | |
| "loss": 0.9121, | |
| "step": 3200 | |
| }, | |
| { | |
| "epoch": 34.37, | |
| "learning_rate": 6.155273437499999e-05, | |
| "loss": 0.9016, | |
| "step": 3300 | |
| }, | |
| { | |
| "epoch": 35.42, | |
| "learning_rate": 6.0576171875e-05, | |
| "loss": 0.9023, | |
| "step": 3400 | |
| }, | |
| { | |
| "epoch": 36.46, | |
| "learning_rate": 5.9599609374999994e-05, | |
| "loss": 0.9004, | |
| "step": 3500 | |
| }, | |
| { | |
| "epoch": 37.5, | |
| "learning_rate": 5.862304687499999e-05, | |
| "loss": 0.8844, | |
| "step": 3600 | |
| }, | |
| { | |
| "epoch": 38.54, | |
| "learning_rate": 5.7646484375e-05, | |
| "loss": 0.8771, | |
| "step": 3700 | |
| }, | |
| { | |
| "epoch": 39.58, | |
| "learning_rate": 5.6669921875e-05, | |
| "loss": 0.876, | |
| "step": 3800 | |
| }, | |
| { | |
| "epoch": 40.62, | |
| "learning_rate": 5.569335937499999e-05, | |
| "loss": 0.8708, | |
| "step": 3900 | |
| }, | |
| { | |
| "epoch": 41.66, | |
| "learning_rate": 5.4716796874999997e-05, | |
| "loss": 0.8691, | |
| "step": 4000 | |
| }, | |
| { | |
| "epoch": 41.66, | |
| "eval_loss": 0.14571049809455872, | |
| "eval_runtime": 195.237, | |
| "eval_samples_per_second": 25.84, | |
| "eval_steps_per_second": 0.809, | |
| "eval_wer": 0.12899642353961202, | |
| "step": 4000 | |
| }, | |
| { | |
| "epoch": 42.71, | |
| "learning_rate": 5.3740234374999996e-05, | |
| "loss": 0.8624, | |
| "step": 4100 | |
| }, | |
| { | |
| "epoch": 43.75, | |
| "learning_rate": 5.2763671874999995e-05, | |
| "loss": 0.8556, | |
| "step": 4200 | |
| }, | |
| { | |
| "epoch": 44.79, | |
| "learning_rate": 5.1787109375e-05, | |
| "loss": 0.8607, | |
| "step": 4300 | |
| }, | |
| { | |
| "epoch": 45.83, | |
| "learning_rate": 5.0810546875e-05, | |
| "loss": 0.8536, | |
| "step": 4400 | |
| }, | |
| { | |
| "epoch": 46.87, | |
| "learning_rate": 4.983398437499999e-05, | |
| "loss": 0.8493, | |
| "step": 4500 | |
| }, | |
| { | |
| "epoch": 47.91, | |
| "learning_rate": 4.8857421875e-05, | |
| "loss": 0.8456, | |
| "step": 4600 | |
| }, | |
| { | |
| "epoch": 48.96, | |
| "learning_rate": 4.7880859375e-05, | |
| "loss": 0.8333, | |
| "step": 4700 | |
| }, | |
| { | |
| "epoch": 50.0, | |
| "learning_rate": 4.6904296874999996e-05, | |
| "loss": 0.8346, | |
| "step": 4800 | |
| }, | |
| { | |
| "epoch": 51.04, | |
| "learning_rate": 4.5927734375e-05, | |
| "loss": 0.8403, | |
| "step": 4900 | |
| }, | |
| { | |
| "epoch": 52.08, | |
| "learning_rate": 4.4951171874999995e-05, | |
| "loss": 0.8328, | |
| "step": 5000 | |
| }, | |
| { | |
| "epoch": 52.08, | |
| "eval_loss": 0.14348936080932617, | |
| "eval_runtime": 197.7739, | |
| "eval_samples_per_second": 25.509, | |
| "eval_steps_per_second": 0.799, | |
| "eval_wer": 0.12054297171344966, | |
| "step": 5000 | |
| }, | |
| { | |
| "epoch": 53.12, | |
| "learning_rate": 4.3974609374999994e-05, | |
| "loss": 0.8275, | |
| "step": 5100 | |
| }, | |
| { | |
| "epoch": 54.17, | |
| "learning_rate": 4.2998046875e-05, | |
| "loss": 0.8262, | |
| "step": 5200 | |
| }, | |
| { | |
| "epoch": 55.21, | |
| "learning_rate": 4.2021484375e-05, | |
| "loss": 0.8167, | |
| "step": 5300 | |
| }, | |
| { | |
| "epoch": 56.25, | |
| "learning_rate": 4.1044921875e-05, | |
| "loss": 0.8194, | |
| "step": 5400 | |
| }, | |
| { | |
| "epoch": 57.29, | |
| "learning_rate": 4.0068359375e-05, | |
| "loss": 0.8192, | |
| "step": 5500 | |
| }, | |
| { | |
| "epoch": 58.33, | |
| "learning_rate": 3.9091796874999996e-05, | |
| "loss": 0.8176, | |
| "step": 5600 | |
| }, | |
| { | |
| "epoch": 59.37, | |
| "learning_rate": 3.8115234374999995e-05, | |
| "loss": 0.8115, | |
| "step": 5700 | |
| }, | |
| { | |
| "epoch": 60.42, | |
| "learning_rate": 3.7138671874999994e-05, | |
| "loss": 0.8129, | |
| "step": 5800 | |
| }, | |
| { | |
| "epoch": 61.46, | |
| "learning_rate": 3.6162109375e-05, | |
| "loss": 0.8052, | |
| "step": 5900 | |
| }, | |
| { | |
| "epoch": 62.5, | |
| "learning_rate": 3.518554687499999e-05, | |
| "loss": 0.8068, | |
| "step": 6000 | |
| }, | |
| { | |
| "epoch": 62.5, | |
| "eval_loss": 0.13501569628715515, | |
| "eval_runtime": 207.5786, | |
| "eval_samples_per_second": 24.304, | |
| "eval_steps_per_second": 0.761, | |
| "eval_wer": 0.11913406307575593, | |
| "step": 6000 | |
| }, | |
| { | |
| "epoch": 63.54, | |
| "learning_rate": 3.4208984375e-05, | |
| "loss": 0.8004, | |
| "step": 6100 | |
| }, | |
| { | |
| "epoch": 64.58, | |
| "learning_rate": 3.32421875e-05, | |
| "loss": 0.7904, | |
| "step": 6200 | |
| }, | |
| { | |
| "epoch": 65.62, | |
| "learning_rate": 3.2265625e-05, | |
| "loss": 0.7947, | |
| "step": 6300 | |
| }, | |
| { | |
| "epoch": 66.66, | |
| "learning_rate": 3.12890625e-05, | |
| "loss": 0.7981, | |
| "step": 6400 | |
| }, | |
| { | |
| "epoch": 67.71, | |
| "learning_rate": 3.0312499999999998e-05, | |
| "loss": 0.8018, | |
| "step": 6500 | |
| }, | |
| { | |
| "epoch": 68.75, | |
| "learning_rate": 2.93359375e-05, | |
| "loss": 0.7922, | |
| "step": 6600 | |
| }, | |
| { | |
| "epoch": 69.79, | |
| "learning_rate": 2.8359374999999996e-05, | |
| "loss": 0.796, | |
| "step": 6700 | |
| }, | |
| { | |
| "epoch": 70.83, | |
| "learning_rate": 2.73828125e-05, | |
| "loss": 0.7887, | |
| "step": 6800 | |
| }, | |
| { | |
| "epoch": 71.87, | |
| "learning_rate": 2.6406249999999998e-05, | |
| "loss": 0.7796, | |
| "step": 6900 | |
| }, | |
| { | |
| "epoch": 72.91, | |
| "learning_rate": 2.5429687499999997e-05, | |
| "loss": 0.7822, | |
| "step": 7000 | |
| }, | |
| { | |
| "epoch": 72.91, | |
| "eval_loss": 0.1346774846315384, | |
| "eval_runtime": 195.6804, | |
| "eval_samples_per_second": 25.782, | |
| "eval_steps_per_second": 0.807, | |
| "eval_wer": 0.11550341389400672, | |
| "step": 7000 | |
| }, | |
| { | |
| "epoch": 73.96, | |
| "learning_rate": 2.4453125e-05, | |
| "loss": 0.7882, | |
| "step": 7100 | |
| }, | |
| { | |
| "epoch": 75.0, | |
| "learning_rate": 2.34765625e-05, | |
| "loss": 0.7821, | |
| "step": 7200 | |
| }, | |
| { | |
| "epoch": 76.04, | |
| "learning_rate": 2.2499999999999998e-05, | |
| "loss": 0.7814, | |
| "step": 7300 | |
| }, | |
| { | |
| "epoch": 77.08, | |
| "learning_rate": 2.1523437499999997e-05, | |
| "loss": 0.784, | |
| "step": 7400 | |
| }, | |
| { | |
| "epoch": 78.12, | |
| "learning_rate": 2.0546875e-05, | |
| "loss": 0.7772, | |
| "step": 7500 | |
| }, | |
| { | |
| "epoch": 79.17, | |
| "learning_rate": 1.95703125e-05, | |
| "loss": 0.7785, | |
| "step": 7600 | |
| }, | |
| { | |
| "epoch": 80.21, | |
| "learning_rate": 1.8593749999999998e-05, | |
| "loss": 0.7731, | |
| "step": 7700 | |
| }, | |
| { | |
| "epoch": 81.25, | |
| "learning_rate": 1.7617187499999997e-05, | |
| "loss": 0.7726, | |
| "step": 7800 | |
| }, | |
| { | |
| "epoch": 82.29, | |
| "learning_rate": 1.6640624999999996e-05, | |
| "loss": 0.7765, | |
| "step": 7900 | |
| }, | |
| { | |
| "epoch": 83.33, | |
| "learning_rate": 1.56640625e-05, | |
| "loss": 0.7769, | |
| "step": 8000 | |
| }, | |
| { | |
| "epoch": 83.33, | |
| "eval_loss": 0.1320926398038864, | |
| "eval_runtime": 197.3103, | |
| "eval_samples_per_second": 25.569, | |
| "eval_steps_per_second": 0.801, | |
| "eval_wer": 0.11306491817492142, | |
| "step": 8000 | |
| }, | |
| { | |
| "epoch": 84.37, | |
| "learning_rate": 1.4687499999999998e-05, | |
| "loss": 0.7713, | |
| "step": 8100 | |
| }, | |
| { | |
| "epoch": 85.42, | |
| "learning_rate": 1.3710937499999999e-05, | |
| "loss": 0.773, | |
| "step": 8200 | |
| }, | |
| { | |
| "epoch": 86.46, | |
| "learning_rate": 1.2734375e-05, | |
| "loss": 0.7668, | |
| "step": 8300 | |
| }, | |
| { | |
| "epoch": 87.5, | |
| "learning_rate": 1.1757812499999999e-05, | |
| "loss": 0.7766, | |
| "step": 8400 | |
| }, | |
| { | |
| "epoch": 88.54, | |
| "learning_rate": 1.0781249999999998e-05, | |
| "loss": 0.7596, | |
| "step": 8500 | |
| }, | |
| { | |
| "epoch": 89.58, | |
| "learning_rate": 9.8046875e-06, | |
| "loss": 0.7561, | |
| "step": 8600 | |
| }, | |
| { | |
| "epoch": 90.62, | |
| "learning_rate": 8.837890624999999e-06, | |
| "loss": 0.7585, | |
| "step": 8700 | |
| }, | |
| { | |
| "epoch": 91.66, | |
| "learning_rate": 7.861328124999998e-06, | |
| "loss": 0.7524, | |
| "step": 8800 | |
| }, | |
| { | |
| "epoch": 92.71, | |
| "learning_rate": 6.884765624999999e-06, | |
| "loss": 0.7591, | |
| "step": 8900 | |
| }, | |
| { | |
| "epoch": 93.75, | |
| "learning_rate": 5.908203125e-06, | |
| "loss": 0.7678, | |
| "step": 9000 | |
| }, | |
| { | |
| "epoch": 93.75, | |
| "eval_loss": 0.13205420970916748, | |
| "eval_runtime": 199.4472, | |
| "eval_samples_per_second": 25.295, | |
| "eval_steps_per_second": 0.792, | |
| "eval_wer": 0.11146634875907663, | |
| "step": 9000 | |
| } | |
| ], | |
| "max_steps": 9600, | |
| "num_train_epochs": 100, | |
| "total_flos": 1.397913952067139e+20, | |
| "trial_name": null, | |
| "trial_params": null | |
| } | |