| { |
| "encoder_model_id": "KeisukeMiyamoto/zipformer-cpt", |
| "decoder_model_id": "KeisukeMiyamoto/lfm2.5-230m-cpt", |
| "sampling_rate": 16000, |
| "output_dir": "outputs/training", |
| "resume_checkpoint": null, |
| "dataset_cache_dir": "outputs/datasets/lambda-audio-courpus", |
| "inference_samples_path": "data/data.parquet", |
| "max_audio_seconds": 30.0, |
| "max_new_tokens": 256, |
| "bucket_buffer_size": 512, |
| "num_workers": 12, |
| "prefetch_factor": 4, |
| "max_batch_padded_audio_seconds": 1800.0, |
| "gradient_accumulation_steps": 1, |
| "max_steps": 64000, |
| "unfreeze_step": 4000, |
| "adapter_learning_rate": 0.00005, |
| "backbone_learning_rate": 0.00005, |
| "warmup_steps": 2000, |
| "min_learning_rate_ratio": 0.2, |
| "weight_decay": 0.01, |
| "max_grad_norm": 1.0, |
| "log_steps": 10, |
| "evaluation_steps": 2000, |
| "save_steps": 500, |
| "early_stopping_patience": 5, |
| "early_stopping_min_delta": 0.01, |
| "seed": 42 |
| } |
|
|
