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m_test_5

Automatic Speech Recognition
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meralion3
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m_test_5
File size: 4,052 Bytes
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{
  "architectures": [
    "MERaLiON3ForConditionalGeneration"
  ],
  "auto_map": {
    "AutoConfig": "configuration_meralion3.MERaLiON3Config",
    "AutoModelForSpeechSeq2Seq": "modeling_meralion3.MERaLiON3ForConditionalGeneration",
    "AutoProcessor": "processing_meralion3.MERaLiON3Processor"
  },
  "cache_implementation": "hybrid",
  "dtype": "bfloat16",
  "fixed_speech_embeds_length": 300,
  "head_dim": 256,
  "hidden_size": 3584,
  "intermediate_size": 14336,
  "model_type": "meralion3",
  "num_attention_heads": 16,
  "num_hidden_layers": 42,
  "num_key_value_heads": 8,
  "sliding_window": 4096,
  "speech_config": {
    "_name_or_path": "/data/projects/13003558/lewiswon/models/meralion_whisper_v3_normed_cleaned",
    "activation_dropout": 0.0,
    "activation_function": "gelu",
    "apply_spec_augment": true,
    "architectures": [
      "WhisperForConditionalGeneration"
    ],
    "attention_dropout": 0.0,
    "begin_suppress_tokens": null,
    "bos_token_id": 50257,
    "classifier_proj_size": 256,
    "d_model": 1280,
    "decoder_attention_heads": 20,
    "decoder_ffn_dim": 5120,
    "decoder_layerdrop": 0.0,
    "decoder_layers": 32,
    "decoder_start_token_id": 50258,
    "dropout": 0.0,
    "dtype": "bfloat16",
    "encoder_attention_heads": 20,
    "encoder_ffn_dim": 5120,
    "encoder_layerdrop": 0.0,
    "encoder_layers": 32,
    "eos_token_id": 50257,
    "init_std": 0.02,
    "mask_feature_length": 10,
    "mask_feature_min_masks": 0,
    "mask_feature_prob": 0.1,
    "mask_time_length": 20,
    "mask_time_min_masks": 2,
    "mask_time_prob": 0.1,
    "max_length": null,
    "max_source_positions": 1500,
    "max_target_positions": 448,
    "median_filter_width": 7,
    "model_type": "whisper",
    "num_hidden_layers": 32,
    "num_mel_bins": 128,
    "scale_embedding": false,
    "use_cache": true,
    "use_weighted_layer_sum": true,
    "vocab_size": 51866
  },
  "speech_mlp_scale_factor": 5,
  "speech_mlp_use_projection": true,
  "speech_token_index": 255999,
  "text_config": {
    "_name_or_path": "/home/models/gemma2_9b-sg-inst",
    "architectures": [
      "Gemma2ForCausalLM"
    ],
    "attention_bias": false,
    "attention_dropout": 0.0,
    "attn_logit_softcapping": 50.0,
    "cache_implementation": "hybrid",
    "dtype": "bfloat16",
    "eos_token_id": 107,
    "final_logit_softcapping": 30.0,
    "head_dim": 256,
    "hidden_act": "gelu_pytorch_tanh",
    "hidden_activation": "gelu_pytorch_tanh",
    "hidden_size": 3584,
    "initializer_range": 0.02,
    "intermediate_size": 14336,
    "layer_types": [
      "sliding_attention",
      "full_attention",
      "sliding_attention",
      "full_attention",
      "sliding_attention",
      "full_attention",
      "sliding_attention",
      "full_attention",
      "sliding_attention",
      "full_attention",
      "sliding_attention",
      "full_attention",
      "sliding_attention",
      "full_attention",
      "sliding_attention",
      "full_attention",
      "sliding_attention",
      "full_attention",
      "sliding_attention",
      "full_attention",
      "sliding_attention",
      "full_attention",
      "sliding_attention",
      "full_attention",
      "sliding_attention",
      "full_attention",
      "sliding_attention",
      "full_attention",
      "sliding_attention",
      "full_attention",
      "sliding_attention",
      "full_attention",
      "sliding_attention",
      "full_attention",
      "sliding_attention",
      "full_attention",
      "sliding_attention",
      "full_attention",
      "sliding_attention",
      "full_attention",
      "sliding_attention",
      "full_attention"
    ],
    "max_position_embeddings": 8192,
    "model_type": "gemma2",
    "num_attention_heads": 16,
    "num_hidden_layers": 42,
    "num_key_value_heads": 8,
    "query_pre_attn_scalar": 256,
    "rms_norm_eps": 1e-06,
    "rope_theta": 10000.0,
    "sliding_window": 4096,
    "sliding_window_size": 4096,
    "use_cache": true,
    "vocab_size": 256000
  },
  "transformers_version": "4.56.2"
}