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Dixtral

Automatic Speech Recognition
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voxtral
feature-extraction
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Dixtral
Voxtral
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Dixtral
File size: 2,542 Bytes
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{
  "architectures": [
    "DixtralForConditionalGeneration"
  ],
  "audio_config": {
    "activation_dropout": 0.0,
    "activation_function": "gelu",
    "additional_layer": false,
    "additional_self_attention_layer": false,
    "apply_fddt_to_n_layers": -1,
    "architectures": [
      "DiCoWForConditionalGeneration"
    ],
    "attention_dropout": 0.0,
    "bos_token_id": 50257,
    "ctc_loss_reduction": "mean",
    "ctc_weight": 0.0,
    "decoder_start_token_id": 50258,
    "dropout": 0.0,
    "eos_token_id": 50257,
    "fddt_bias_only": false,
    "fddt_init": "suppressive",
    "fddt_is_diagonal": true,
    "fddt_use_non_target": true,
    "fddt_use_overlap": true,
    "fddt_use_silence": true,
    "fddt_use_target": true,
    "final_dropout": 0.0,
    "head_dim": 64,
    "hidden_size": 1280,
    "initializer_range": 0.02,
    "intermediate_size": 5120,
    "is_encoder_decoder": true,
    "layerdrop": 0.0,
    "max_length": null,
    "max_source_positions": 1500,
    "model_type": "voxtral_encoder",
    "non_target_fddt_value": 0.5,
    "num_attention_heads": 20,
    "num_hidden_layers": 32,
    "num_key_value_heads": 20,
    "num_mel_bins": 128,
    "pad_token_id": 50256,
    "pre_ctc_sub_sample": false,
    "remove_timestamps_from_ctc": true,
    "scale_embedding": false,
    "scb_layers": null,
    "torch_dtype": "float32",
    "use_dicow_encoder": true,
    "use_enrollments": false,
    "use_fddt": true,
    "use_pre_pos_fddt": true,
    "vocab_size": 51866
  },
  "audio_token_id": 24,
  "auto_map": {
    "AutoConfig": "configuration_dixtral.DixtralConfig",
    "AutoModel": "modeling_dixtral.DixtralForConditionalGeneration"
  },
  "forced_decoder_ids": null,
  "hidden_size": 3072,
  "model_type": "voxtral",
  "num_soft_prompts": 0,
  "projector_hidden_act": "gelu",
  "text_config": {
    "attention_bias": false,
    "attention_dropout": 0.0,
    "head_dim": 128,
    "hidden_act": "silu",
    "hidden_size": 3072,
    "initializer_range": 0.02,
    "intermediate_size": 8192,
    "max_position_embeddings": 131072,
    "mlp_bias": false,
    "model_type": "llama",
    "num_attention_heads": 32,
    "num_hidden_layers": 30,
    "num_key_value_heads": 8,
    "pretraining_tp": 1,
    "rms_norm_eps": 1e-05,
    "rope_scaling": null,
    "rope_theta": 100000000.0,
    "sliding_window": null,
    "torch_dtype": "float32",
    "use_cache": true,
    "vocab_size": 131072
  },
  "tie_word_embeddings": false,
  "torch_dtype": "bfloat16",
  "transformers_version": "4.55.0",
  "vocab_size": 131072
}