{ "best_metric": 18.70514087587693, "best_model_checkpoint": "/models/hfhub/whisper-large-v3-ft-cy/checkpoint-3000", "epoch": 1.005593614480548, "eval_steps": 1000, "global_step": 4000, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.06, "learning_rate": 5e-06, "loss": 0.4589, "step": 250 }, { "epoch": 0.13, "learning_rate": 1e-05, "loss": 0.2548, "step": 500 }, { "epoch": 0.19, "learning_rate": 9.285714285714288e-06, "loss": 0.2358, "step": 750 }, { "epoch": 0.25, "learning_rate": 8.571428571428571e-06, "loss": 0.2078, "step": 1000 }, { "epoch": 0.25, "eval_loss": 0.21982243657112122, "eval_runtime": 30133.785, "eval_samples_per_second": 0.87, "eval_steps_per_second": 0.109, "eval_wer": 28.755609922068665, "step": 1000 }, { "epoch": 0.31, "learning_rate": 7.857142857142858e-06, "loss": 0.1921, "step": 1250 }, { "epoch": 0.38, "learning_rate": 7.1428571428571436e-06, "loss": 0.1803, "step": 1500 }, { "epoch": 0.44, "learning_rate": 6.4285714285714295e-06, "loss": 0.1714, "step": 1750 }, { "epoch": 0.5, "learning_rate": 5.7142857142857145e-06, "loss": 0.1623, "step": 2000 }, { "epoch": 0.5, "eval_loss": 0.1799924671649933, "eval_runtime": 31181.9539, "eval_samples_per_second": 0.841, "eval_steps_per_second": 0.105, "eval_wer": 31.369793101213528, "step": 2000 }, { "epoch": 0.57, "learning_rate": 5e-06, "loss": 0.1592, "step": 2250 }, { "epoch": 0.63, "learning_rate": 4.2857142857142855e-06, "loss": 0.1451, "step": 2500 }, { "epoch": 0.69, "learning_rate": 3.5714285714285718e-06, "loss": 0.1447, "step": 2750 }, { "epoch": 0.75, "learning_rate": 2.8571428571428573e-06, "loss": 0.1417, "step": 3000 }, { "epoch": 0.75, "eval_loss": 0.15845398604869843, "eval_runtime": 32690.2238, "eval_samples_per_second": 0.802, "eval_steps_per_second": 0.1, "eval_wer": 18.70514087587693, "step": 3000 }, { "epoch": 0.82, "learning_rate": 2.1428571428571427e-06, "loss": 0.1342, "step": 3250 }, { "epoch": 0.88, "learning_rate": 1.4285714285714286e-06, "loss": 0.1315, "step": 3500 }, { "epoch": 0.94, "learning_rate": 7.142857142857143e-07, "loss": 0.1285, "step": 3750 }, { "epoch": 1.01, "learning_rate": 0.0, "loss": 0.1188, "step": 4000 }, { "epoch": 1.01, "eval_loss": 0.14796172082424164, "eval_runtime": 32177.5808, "eval_samples_per_second": 0.815, "eval_steps_per_second": 0.102, "eval_wer": 25.134071061713193, "step": 4000 }, { "epoch": 1.01, "step": 4000, "total_flos": 4.3487638574137344e+20, "train_loss": 0.18544992589950562, "train_runtime": 248926.3333, "train_samples_per_second": 0.514, "train_steps_per_second": 0.016 }, { "epoch": 1.01, "eval_loss": 0.14796172082424164, "eval_runtime": 30969.981, "eval_samples_per_second": 0.847, "eval_steps_per_second": 0.106, "eval_wer": 25.134071061713193, "step": 4000 } ], "logging_steps": 250, "max_steps": 4000, "num_input_tokens_seen": 0, "num_train_epochs": 2, "save_steps": 1000, "total_flos": 4.3487638574137344e+20, "train_batch_size": 4, "trial_name": null, "trial_params": null }