{
  "architectures": [
    "SpeechModel"
  ],
  "audio_configuration": {
    "acoustic_model_config": {
      "codebook_dim": 8,
      "codebook_loss_weight": 1.0,
      "codebook_size": 1024,
      "commitment_loss_weight": 0.25,
      "decoder_hidden_size": 1024,
      "downsampling_ratios": [
        8,
        5,
        4,
        2,
        3
      ],
      "encoder_hidden_size": 64,
      "hidden_size": 256,
      "hop_length": 960,
      "model_type": "dac",
      "n_codebooks": 9,
      "quantizer_dropout": 0,
      "sampling_rate": 16000,
      "upsampling_ratios": [
        8,
        5,
        4,
        2,
        3
      ]
    },
    "architectures": [
      "HiggsAudioV2TokenizerModel"
    ],
    "block_dilations": [
      1,
      1
    ],
    "channel_ratios": [
      1,
      1
    ],
    "codebook_dim": 64,
    "codebook_size": 1024,
    "downsample_factor": 320,
    "dtype": "float32",
    "initializer_range": 0.02,
    "kernel_size": 3,
    "model_type": "higgs_audio_v2_tokenizer",
    "sample_rate": 24000,
    "semantic_model_config": {
      "activation_dropout": 0.1,
      "apply_spec_augment": true,
      "attention_dropout": 0.1,
      "bos_token_id": 1,
      "classifier_proj_size": 256,
      "conv_bias": false,
      "conv_dim": [
        512,
        512,
        512,
        512,
        512,
        512,
        512
      ],
      "conv_kernel": [
        10,
        3,
        3,
        3,
        3,
        2,
        2
      ],
      "conv_pos_batch_norm": false,
      "conv_stride": [
        5,
        2,
        2,
        2,
        2,
        2,
        2
      ],
      "ctc_loss_reduction": "sum",
      "ctc_zero_infinity": false,
      "do_stable_layer_norm": false,
      "eos_token_id": 2,
      "feat_extract_activation": "gelu",
      "feat_extract_norm": "group",
      "feat_proj_dropout": 0.0,
      "feat_proj_layer_norm": true,
      "final_dropout": 0.1,
      "hidden_act": "gelu",
      "hidden_dropout": 0.1,
      "hidden_size": 768,
      "initializer_range": 0.02,
      "intermediate_size": 3072,
      "layer_norm_eps": 1e-05,
      "layerdrop": 0.1,
      "mask_feature_length": 10,
      "mask_feature_min_masks": 0,
      "mask_feature_prob": 0.0,
      "mask_time_length": 10,
      "mask_time_min_masks": 2,
      "mask_time_prob": 0.0,
      "model_type": "hubert",
      "num_attention_heads": 12,
      "num_conv_pos_embedding_groups": 16,
      "num_conv_pos_embeddings": 128,
      "num_feat_extract_layers": 7,
      "num_hidden_layers": 12,
      "pad_token_id": 0,
      "use_weighted_layer_sum": false,
      "vocab_size": 32
    },
    "semantic_sample_rate": 16000,
    "strides": [
      1,
      1
    ],
    "target_bandwidths": [
      0.5,
      1,
      1.5,
      2
    ],
    "transformers_version": "5.3.0.dev0",
    "unit_kernel_size": 3
  },
  "auto_map": {
    "AutoConfig": "modeling_speech.SpeechConfig",
    "AutoModel": "modeling_speech.SpeechModel",
    "AutoModelForTextToWaveform": "modeling_speech.SpeechModel"
  },
  "checkpoint_sha256": "e2e093e8323a4504c1d482b39c0ffbef143553f584bd524eea2c8536b768d861",
  "dtype": "bfloat16",
  "geometry": {
    "head_dim": 128,
    "heads": 32,
    "hidden_size": 2560,
    "intermediate_size": 9728,
    "kv_heads": 8,
    "layers": 36,
    "rms_epsilon": 1e-06,
    "rope_theta": 1000000.0,
    "text_vocabulary": 151936
  },
  "inference": {
    "version": 1,
    "sampling": {
      "temperature": 0.8,
      "top_p": 0.8,
      "top_k": 30,
      "max_new_positions": 1500,
      "seed": 20261102
    },
    "decoding": {
      "alignment_strength": 0,
      "plausible_tokens": 25,
      "recover_loops": true
    },
    "adapter_multiplier": 1
  },
  "model_type": "agbalu_speech",
  "sampling_rate": 24000,
  "source_stamp": {
    "config_hash": "11c975e42f84cde0d25d1bb162ae5934f3e49a755fb0da95e93e60eb7f5660cd",
    "dirty": true,
    "git_sha": "4c0e119b42518dafee8be80d10d8dfdb13090295",
    "version": 1,
    "version_tag": null
  },
  "transformers_version": "5.17.0"
}