{
    "modelname": "openai/whisper-base",
    "gen_args": {
        "num_beams": 3
    },
    "fallback": [1,7,5],

    "corpora": {
        "train": {
            "asc": {
                "languages": "ara",
                "limit": [
                    1000
                ]
            }
        },
        "dev": {
            "asc": {
                "languages": "ara",
                "limit": 0
            }
        },
        "test": {
            "asc": {
                "languages": "ara",
                "limit": 0
            }
        }
    },
    "hyperparams": {
        "output_dir": "../models/lowhipa-base-asc",
        "overwrite_output_dir": "True",
        "peft": "True",
        "per_device_train_batch_size": 16,
        "gradient_accumulation_steps": 1,
        "learning_rate": 0.001,
        "warmup_ratio": 0.1,
        "warmup_steps": 0,
        "logging_first_step": "True",
        "max_steps": -1,
        "num_train_epochs": 10,
        "gradient_checkpointing": "True",
        "fp16": "True",
        "eval_strategy": "steps",
        "per_device_eval_batch_size": 8,
        "predict_with_generate": "True",
        "generation_max_length": 225,
        "save_steps": 0.2,
        "eval_steps": 0.2,
        "logging_steps": 0.1,
        "report_to": [
            "tensorboard"
        ],
        "load_best_model_at_end": "True",
        "metric_for_best_model": "pfer",
        "greater_is_better": "False",
        "hub_private_repo": "True",
        "push_to_hub": "True",
        "torch_empty_cache_steps": 1,
        "max_seconds": 6
    }
}