| { | |
| "dataset_name": "mozilla-foundation/common_voice_13_0", | |
| "model_name_or_path": "facebook/wav2vec2-large-xlsr-53", | |
| "dataset_config_name": "eo", | |
| "output_dir": "./wav2vec2-common_voice_13_0-eo-10", | |
| "train_split_name": "train", | |
| "eval_split_name": "validation", | |
| "eval_metrics": ["cer", "wer"], | |
| "overwrite_output_dir": true, | |
| "preprocessing_num_workers": 1, | |
| "num_train_epochs": 5, | |
| "per_device_train_batch_size": 16, | |
| "gradient_accumulation_steps": 2, | |
| "gradient_checkpointing": true, | |
| "learning_rate": 3e-5, | |
| "warmup_steps": 500, | |
| "evaluation_strategy": "steps", | |
| "text_column_name": "sentence", | |
| "length_column_name": "input_length", | |
| "save_steps": 1000, | |
| "eval_steps": 1000, | |
| "layerdrop": 0.2, | |
| "save_total_limit": 3, | |
| "freeze_feature_encoder": true, | |
| "chars_to_ignore": "-!\"'(),.:;=?_`¨«¸»ʼ‑–—‘’“”„…‹›♫？", | |
| "chars_to_substitute": { | |
| "przy": "pŝe", | |
| "byn": "bin", | |
| "cx": "ĉ", | |
| "sx": "ŝ", | |
| "fi": "fi", | |
| "fl": "fl", | |
| "ǔ": "ŭ", | |
| "ñ": "nj", | |
| "á": "a", | |
| "é": "e", | |
| "ü": "ŭ", | |
| "y": "j", | |
| "qu": "ku" | |
| }, | |
| "fp16": true, | |
| "group_by_length": true, | |
| "push_to_hub": true, | |
| "do_train": true, | |
| "do_eval": true | |
| } | |