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mlx-community
/
Mega-ASR-6bit

Automatic Speech Recognition
MLX
Safetensors
English
Chinese
qwen3_asr
speech-to-text
asr
robust-asr
qwen3-asr
6-bit
Model card Files
xet
 Community
Mega-ASR-6bit
File size: 2,394 Bytes
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{
    "audio_config": {
        "num_mel_bins": 128,
        "encoder_layers": 24,
        "encoder_attention_heads": 16,
        "encoder_ffn_dim": 4096,
        "d_model": 1024,
        "dropout": 0,
        "attention_dropout": 0,
        "activation_function": "gelu",
        "activation_dropout": 0,
        "scale_embedding": false,
        "initializer_range": 0.02,
        "max_source_positions": 1500,
        "n_window": 50,
        "output_dim": 2048,
        "n_window_infer": 800,
        "conv_chunksize": 500,
        "downsample_hidden_size": 480
    },
    "audio_end_token_id": 151670,
    "audio_start_token_id": 151669,
    "audio_token_id": 151676,
    "model_repo": null,
    "model_type": "qwen3_asr",
    "quantization": {
        "group_size": 64,
        "bits": 6,
        "mode": "affine"
    },
    "quantization_config": {
        "group_size": 64,
        "bits": 6,
        "mode": "affine"
    },
    "support_languages": [
        "Chinese",
        "English",
        "Cantonese",
        "Arabic",
        "German",
        "French",
        "Spanish",
        "Portuguese",
        "Indonesian",
        "Italian",
        "Korean",
        "Russian",
        "Thai",
        "Vietnamese",
        "Japanese",
        "Turkish",
        "Hindi",
        "Malay",
        "Dutch",
        "Swedish",
        "Danish",
        "Finnish",
        "Polish",
        "Czech",
        "Filipino",
        "Persian",
        "Greek",
        "Romanian",
        "Hungarian",
        "Macedonian"
    ],
    "text_config": {
        "model_type": "qwen3",
        "vocab_size": 151936,
        "hidden_size": 2048,
        "intermediate_size": 6144,
        "num_hidden_layers": 28,
        "num_attention_heads": 16,
        "num_key_value_heads": 8,
        "head_dim": 128,
        "hidden_act": "silu",
        "max_position_embeddings": 65536,
        "initializer_range": 0.02,
        "rms_norm_eps": 1e-06,
        "use_cache": true,
        "tie_word_embeddings": true,
        "rope_theta": 1000000,
        "rope_scaling": {
            "interleaved": true,
            "mrope_interleaved": true,
            "mrope_section": [
                24,
                20,
                20
            ],
            "rope_type": "default",
            "type": "default"
        },
        "attention_bias": false,
        "attention_dropout": 0.0
    }
}