{
  "architecture": {
    "attention_variant": "MHA",
    "is_moe": false,
    "mixer": "attention",
    "positional": "learned",
    "towers": [
      {
        "attention_variant": "MHA",
        "config_class": "ClapTextConfig",
        "hidden_size": 768,
        "name": "text",
        "num_attention_heads": 12,
        "num_hidden_layers": 12,
        "positional": "learned"
      },
      {
        "config_class": "ClapAudioConfig",
        "hidden_size": 768,
        "name": "audio",
        "num_attention_heads": [
          4,
          8,
          16,
          32
        ],
        "num_hidden_layers": 4
      }
    ],
    "view": "multimodal"
  },
  "capabilities": {
    "attention_backends": [
      "eager"
    ],
    "attention_patterns": [
      "bidirectional"
    ],
    "attention_schedule": null,
    "task_heads": [],
    "tensor_parallel": false
  },
  "components": [
    {
      "children": [
        "text_model",
        "text_projection",
        "audio_model",
        "audio_projection"
      ],
      "class_name": "ClapModel",
      "id": "model",
      "kind": "model",
      "path_pattern": "model"
    },
    {
      "children": [
        "text_model.embeddings",
        "text_model.encoder",
        "text_model.pooler"
      ],
      "class_name": "ClapTextModel",
      "id": "text_model",
      "kind": "model",
      "path_pattern": "model.text_model"
    },
    {
      "attributes": {
        "embedding_dim": "config.hidden_size",
        "num_embeddings": "config.vocab_size"
      },
      "children": [
        "text_model.embeddings.word_embeddings",
        "text_model.embeddings.token_type_embeddings",
        "text_model.embeddings.LayerNorm",
        "text_model.embeddings.position_embeddings"
      ],
      "class_name": "ClapTextEmbeddings",
      "id": "text_model.embeddings",
      "kind": "embedding",
      "path_pattern": "model.text_model.embeddings"
    },
    {
      "attributes": {
        "embedding_dim": "config.hidden_size",
        "num_embeddings": "config.vocab_size"
      },
      "class_name": "Embedding",
      "id": "text_model.embeddings.word_embeddings",
      "kind": "embedding",
      "path_pattern": "model.text_model.embeddings.word_embeddings"
    },
    {
      "attributes": {
        "embedding_dim": "config.hidden_size",
        "num_embeddings": 1
      },
      "class_name": "Embedding",
      "id": "text_model.embeddings.token_type_embeddings",
      "kind": "embedding",
      "path_pattern": "model.text_model.embeddings.token_type_embeddings"
    },
    {
      "attributes": {
        "norm_type": "layer"
      },
      "class_name": "LayerNorm",
      "id": "text_model.embeddings.LayerNorm",
      "kind": "normalization",
      "path_pattern": "model.text_model.embeddings.LayerNorm"
    },
    {
      "attributes": {
        "max_position_embeddings": "config.max_position_embeddings",
        "scheme": "learned"
      },
      "class_name": "Embedding",
      "id": "text_model.embeddings.position_embeddings",
      "kind": "position",
      "path_pattern": "model.text_model.embeddings.position_embeddings"
    },
    {
      "children": [
        "encoder_layers"
      ],
      "class_name": "ClapTextEncoder",
      "id": "text_model.encoder",
      "kind": "encoder",
      "path_pattern": "model.text_model.encoder"
    },
    {
      "class_name": "ClapTextPooler",
      "id": "text_model.pooler",
      "kind": "pooler",
      "path_pattern": "model.text_model.pooler"
    },
    {
      "class_name": "ClapProjectionLayer",
      "id": "text_projection",
      "kind": "transformer_block",
      "path_pattern": "model.text_projection"
    },
    {
      "children": [
        "audio_model.audio_encoder"
      ],
      "class_name": "ClapAudioModel",
      "id": "audio_model",
      "kind": "model",
      "path_pattern": "model.audio_model"
    },
    {
      "children": [
        "audio_model.audio_encoder.patch_embed",
        "encoder_layer_2s",
        "audio_model.audio_encoder.norm"
      ],
      "class_name": "ClapAudioEncoder",
      "id": "audio_model.audio_encoder",
      "kind": "encoder",
      "path_pattern": "model.audio_model.audio_encoder"
    },
    {
      "children": [
        "audio_model.audio_encoder.patch_embed.proj",
        "audio_model.audio_encoder.patch_embed.norm"
      ],
      "class_name": "ClapAudioPatchEmbed",
      "id": "audio_model.audio_encoder.patch_embed",
      "kind": "module",
      "path_pattern": "model.audio_model.audio_encoder.patch_embed"
    },
    {
      "class_name": "Conv2d",
      "id": "audio_model.audio_encoder.patch_embed.proj",
      "kind": "convolution",
      "path_pattern": "model.audio_model.audio_encoder.patch_embed.proj"
    },
    {
      "attributes": {
        "norm_type": "layer"
      },
      "class_name": "LayerNorm",
      "id": "audio_model.audio_encoder.patch_embed.norm",
      "kind": "normalization",
      "path_pattern": "model.audio_model.audio_encoder.patch_embed.norm"
    },
    {
      "attributes": {
        "norm_type": "layer"
      },
      "class_name": "LayerNorm",
      "id": "audio_model.audio_encoder.norm",
      "kind": "normalization",
      "path_pattern": "model.audio_model.audio_encoder.norm"
    },
    {
      "class_name": "ClapProjectionLayer",
      "id": "audio_projection",
      "kind": "transformer_block",
      "path_pattern": "model.audio_projection"
    }
  ],
  "config": {
    "class_name": "ClapConfig",
    "model_type": "clap",
    "module": "transformers.models.clap.configuration_clap",
    "referenced_fields": {},
    "salient_fields": {
      "hidden_size": 768,
      "is_encoder_decoder": false,
      "num_hidden_layers": 16
    }
  },
  "edges": [
    {
      "kind": "data",
      "source": "text_model",
      "target": "text_projection"
    },
    {
      "kind": "data",
      "source": "text_projection",
      "target": "audio_model"
    },
    {
      "kind": "data",
      "source": "audio_model",
      "target": "audio_projection"
    },
    {
      "kind": "data",
      "source": "text_model.embeddings",
      "target": "text_model.encoder"
    },
    {
      "kind": "data",
      "source": "text_model.encoder",
      "target": "text_model.pooler"
    },
    {
      "kind": "data",
      "source": "text_model.embeddings.word_embeddings",
      "target": "text_model.embeddings.token_type_embeddings"
    },
    {
      "kind": "data",
      "source": "text_model.embeddings.token_type_embeddings",
      "target": "text_model.embeddings.LayerNorm"
    },
    {
      "kind": "data",
      "source": "encoder_layer.attention",
      "target": "encoder_layer.intermediate"
    },
    {
      "kind": "data",
      "source": "encoder_layer.intermediate",
      "target": "encoder_layer.output"
    },
    {
      "kind": "data",
      "source": "encoder_block.layernorm_before",
      "target": "encoder_block.attention"
    },
    {
      "kind": "data",
      "source": "encoder_block.layernorm_after",
      "target": "encoder_block.intermediate"
    },
    {
      "kind": "data",
      "source": "encoder_block.intermediate",
      "target": "encoder_block.output"
    },
    {
      "kind": "mask",
      "source": "input:attention_mask",
      "target": "encoder_layer.attention"
    },
    {
      "kind": "mask",
      "source": "input:attention_mask",
      "target": "encoder_layer.attention.self"
    },
    {
      "kind": "mask",
      "source": "input:attention_mask",
      "target": "encoder_block.attention"
    },
    {
      "kind": "mask",
      "source": "input:attention_mask",
      "target": "encoder_block.attention.self"
    },
    {
      "kind": "residual",
      "source": "encoder_layer",
      "target": "encoder_layer.attention"
    },
    {
      "kind": "residual",
      "source": "encoder_layer",
      "target": "encoder_layer.intermediate"
    },
    {
      "kind": "residual",
      "source": "encoder_block",
      "target": "encoder_block.attention"
    },
    {
      "kind": "residual",
      "source": "encoder_block",
      "target": "encoder_block.intermediate"
    },
    {
      "kind": "position",
      "source": "text_model.embeddings.position_embeddings",
      "target": "text_model.embeddings"
    },
    {
      "kind": "data",
      "provenance": "intra_module",
      "source": "encoder_layer.attention.self",
      "target": "encoder_layer.attention.self.query"
    },
    {
      "kind": "data",
      "provenance": "intra_module",
      "source": "encoder_layer.attention.self",
      "target": "encoder_layer.attention.self.key"
    },
    {
      "kind": "data",
      "provenance": "intra_module",
      "source": "encoder_layer.attention.self",
      "target": "encoder_layer.attention.self.value"
    },
    {
      "kind": "data",
      "provenance": "intra_module",
      "source": "encoder_layer.intermediate",
      "target": "encoder_layer.intermediate.dense"
    },
    {
      "kind": "data",
      "provenance": "intra_module",
      "source": "encoder_layer.output",
      "target": "encoder_layer.output.dense"
    },
    {
      "kind": "data",
      "provenance": "intra_module",
      "source": "encoder_block.attention.self",
      "target": "encoder_block.attention.self.query"
    },
    {
      "kind": "data",
      "provenance": "intra_module",
      "source": "encoder_block.attention.self",
      "target": "encoder_block.attention.self.key"
    },
    {
      "kind": "data",
      "provenance": "intra_module",
      "source": "encoder_block.attention.self",
      "target": "encoder_block.attention.self.value"
    },
    {
      "kind": "data",
      "provenance": "intra_module",
      "source": "encoder_block.intermediate",
      "target": "encoder_block.intermediate.dense"
    },
    {
      "kind": "data",
      "provenance": "intra_module",
      "source": "encoder_block.output",
      "target": "encoder_block.output.dense"
    }
  ],
  "extends": null,
  "model_type": "clap",
  "provenance": {
    "config_class": "ClapConfig",
    "config_module": "transformers.models.clap.configuration_clap",
    "model_class": "ClapModel",
    "model_module": "transformers.models.clap.modeling_clap"
  },
  "repeats": [
    {
      "body": "encoder_layer",
      "container_path_pattern": "model.text_model.encoder.layer",
      "count": 12,
      "count_expr": "12",
      "count_source": "module_tree",
      "id": "encoder_layers",
      "index_symbol": "i",
      "item_path_pattern": "model.text_model.encoder.layer.{i}",
      "kind": "symbolic_repeat",
      "provenance": {
        "class_name": "ClapTextLayer",
        "container_path_pattern": "model.text_model.encoder.layer",
        "item_path_pattern": "model.text_model.encoder.layer.{i}",
        "source": "module_tree_repeat_collapse"
      },
      "repeated_class_name": "ClapTextLayer"
    },
    {
      "body": "encoder_layer_2",
      "container_path_pattern": "model.audio_model.audio_encoder.layers",
      "count": 4,
      "count_expr": "4",
      "count_source": "module_tree",
      "id": "encoder_layer_2s",
      "index_symbol": "i",
      "item_path_pattern": "model.audio_model.audio_encoder.layers.{i}",
      "kind": "symbolic_repeat",
      "provenance": {
        "class_name": "ClapAudioStage",
        "container_path_pattern": "model.audio_model.audio_encoder.layers",
        "item_path_pattern": "model.audio_model.audio_encoder.layers.{i}",
        "source": "module_tree_repeat_collapse"
      },
      "repeated_class_name": "ClapAudioStage"
    },
    {
      "body": "encoder_block",
      "container_path_pattern": "model.audio_model.audio_encoder.layers.{i}.blocks",
      "count": 2,
      "count_expr": "2",
      "count_source": "module_tree",
      "id": "encoder_blocks",
      "index_symbol": "j",
      "item_path_pattern": "model.audio_model.audio_encoder.layers.{i}.blocks.{j}",
      "kind": "symbolic_repeat",
      "provenance": {
        "class_name": "ClapAudioLayer",
        "container_path_pattern": "model.audio_model.audio_encoder.layers.{i}.blocks",
        "item_path_pattern": "model.audio_model.audio_encoder.layers.{i}.blocks.{j}",
        "source": "module_tree_repeat_collapse"
      },
      "repeated_class_name": "ClapAudioLayer"
    }
  ],
  "schema_version": "architecture-template-v0",
  "templates": [
    {
      "children": [
        "encoder_layer.attention",
        "encoder_layer.intermediate",
        "encoder_layer.output"
      ],
      "class_name": "ClapTextLayer",
      "id": "encoder_layer",
      "kind": "transformer_block",
      "path_pattern": "model.text_model.encoder.layer.{i}"
    },
    {
      "attributes": {
        "head_dim": 64,
        "n_heads": 12,
        "n_kv_heads": 12,
        "rope": false,
        "variant": "MHA"
      },
      "children": [
        "encoder_layer.attention.self",
        "encoder_layer.attention.output"
      ],
      "class_name": "ClapTextAttention",
      "id": "encoder_layer.attention",
      "kind": "attention",
      "path_pattern": "model.text_model.encoder.layer.{i}.attention"
    },
    {
      "attributes": {
        "head_dim": 64,
        "n_heads": 12,
        "n_kv_heads": 12,
        "rope": false,
        "variant": "MHA"
      },
      "children": [
        "encoder_layer.attention.self.query",
        "encoder_layer.attention.self.key",
        "encoder_layer.attention.self.value"
      ],
      "class_name": "ClapTextSelfAttention",
      "id": "encoder_layer.attention.self",
      "kind": "attention",
      "path_pattern": "model.text_model.encoder.layer.{i}.attention.self"
    },
    {
      "attributes": {
        "in_features": "config.hidden_size",
        "out_features": "config.hidden_size"
      },
      "class_name": "Linear",
      "id": "encoder_layer.attention.self.query",
      "kind": "projection",
      "path_pattern": "model.text_model.encoder.layer.{i}.attention.self.query"
    },
    {
      "attributes": {
        "in_features": "config.hidden_size",
        "out_features": "config.hidden_size"
      },
      "class_name": "Linear",
      "id": "encoder_layer.attention.self.key",
      "kind": "projection",
      "path_pattern": "model.text_model.encoder.layer.{i}.attention.self.key"
    },
    {
      "attributes": {
        "in_features": "config.hidden_size",
        "out_features": "config.hidden_size"
      },
      "class_name": "Linear",
      "id": "encoder_layer.attention.self.value",
      "kind": "projection",
      "path_pattern": "model.text_model.encoder.layer.{i}.attention.self.value"
    },
    {
      "children": [
        "encoder_layer.attention.output.LayerNorm"
      ],
      "class_name": "ClapTextSelfOutput",
      "id": "encoder_layer.attention.output",
      "kind": "module",
      "path_pattern": "model.text_model.encoder.layer.{i}.attention.output"
    },
    {
      "attributes": {
        "norm_type": "layer"
      },
      "class_name": "LayerNorm",
      "id": "encoder_layer.attention.output.LayerNorm",
      "kind": "normalization",
      "path_pattern": "model.text_model.encoder.layer.{i}.attention.output.LayerNorm"
    },
    {
      "attributes": {
        "activation": "gelu",
        "hidden_size": 768,
        "intermediate_size": 3072
      },
      "children": [
        "encoder_layer.intermediate.dense"
      ],
      "class_name": "ClapTextIntermediate",
      "id": "encoder_layer.intermediate",
      "kind": "feed_forward",
      "path_pattern": "model.text_model.encoder.layer.{i}.intermediate"
    },
    {
      "attributes": {
        "in_features": "config.hidden_size",
        "out_features": "config.intermediate_size"
      },
      "class_name": "Linear",
      "id": "encoder_layer.intermediate.dense",
      "kind": "projection",
      "path_pattern": "model.text_model.encoder.layer.{i}.intermediate.dense"
    },
    {
      "attributes": {
        "activation": "gelu",
        "hidden_size": 768,
        "intermediate_size": 3072
      },
      "children": [
        "encoder_layer.output.dense",
        "encoder_layer.output.LayerNorm"
      ],
      "class_name": "ClapTextOutput",
      "id": "encoder_layer.output",
      "kind": "feed_forward",
      "path_pattern": "model.text_model.encoder.layer.{i}.output"
    },
    {
      "attributes": {
        "in_features": "config.intermediate_size",
        "out_features": "config.hidden_size"
      },
      "class_name": "Linear",
      "id": "encoder_layer.output.dense",
      "kind": "projection",
      "path_pattern": "model.text_model.encoder.layer.{i}.output.dense"
    },
    {
      "attributes": {
        "norm_type": "layer"
      },
      "class_name": "LayerNorm",
      "id": "encoder_layer.output.LayerNorm",
      "kind": "normalization",
      "path_pattern": "model.text_model.encoder.layer.{i}.output.LayerNorm"
    },
    {
      "children": [
        "encoder_blocks",
        "encoder_layer_2.downsample"
      ],
      "class_name": "ClapAudioStage",
      "id": "encoder_layer_2",
      "kind": "module",
      "path_pattern": "model.audio_model.audio_encoder.layers.{i}"
    },
    {
      "children": [
        "encoder_layer_2.downsample.norm"
      ],
      "class_name": "ClapAudioPatchMerging",
      "id": "encoder_layer_2.downsample",
      "kind": "module",
      "path_pattern": "model.audio_model.audio_encoder.layers.{i}.downsample"
    },
    {
      "attributes": {
        "norm_type": "layer"
      },
      "class_name": "LayerNorm",
      "id": "encoder_layer_2.downsample.norm",
      "kind": "normalization",
      "path_pattern": "model.audio_model.audio_encoder.layers.{i}.downsample.norm"
    },
    {
      "children": [
        "encoder_block.layernorm_before",
        "encoder_block.attention",
        "encoder_block.layernorm_after",
        "encoder_block.intermediate",
        "encoder_block.output"
      ],
      "class_name": "ClapAudioLayer",
      "id": "encoder_block",
      "kind": "transformer_block",
      "path_pattern": "model.audio_model.audio_encoder.layers.{i}.blocks.{j}"
    },
    {
      "attributes": {
        "norm_type": "layer"
      },
      "class_name": "LayerNorm",
      "id": "encoder_block.layernorm_before",
      "kind": "normalization",
      "path_pattern": "model.audio_model.audio_encoder.layers.{i}.blocks.{j}.layernorm_before"
    },
    {
      "attributes": {
        "rope": false
      },
      "children": [
        "encoder_block.attention.self"
      ],
      "class_name": "ClapAudioAttention",
      "id": "encoder_block.attention",
      "kind": "attention",
      "path_pattern": "model.audio_model.audio_encoder.layers.{i}.blocks.{j}.attention"
    },
    {
      "attributes": {
        "rope": false
      },
      "children": [
        "encoder_block.attention.self.query",
        "encoder_block.attention.self.key",
        "encoder_block.attention.self.value"
      ],
      "class_name": "ClapAudioSelfAttention",
      "id": "encoder_block.attention.self",
      "kind": "attention",
      "path_pattern": "model.audio_model.audio_encoder.layers.{i}.blocks.{j}.attention.self"
    },
    {
      "attributes": {
        "in_features": 96,
        "out_features": 96
      },
      "class_name": "Linear",
      "id": "encoder_block.attention.self.query",
      "kind": "projection",
      "path_pattern": "model.audio_model.audio_encoder.layers.{i}.blocks.{j}.attention.self.query"
    },
    {
      "attributes": {
        "in_features": 96,
        "out_features": 96
      },
      "class_name": "Linear",
      "id": "encoder_block.attention.self.key",
      "kind": "projection",
      "path_pattern": "model.audio_model.audio_encoder.layers.{i}.blocks.{j}.attention.self.key"
    },
    {
      "attributes": {
        "in_features": 96,
        "out_features": 96
      },
      "class_name": "Linear",
      "id": "encoder_block.attention.self.value",
      "kind": "projection",
      "path_pattern": "model.audio_model.audio_encoder.layers.{i}.blocks.{j}.attention.self.value"
    },
    {
      "attributes": {
        "norm_type": "layer"
      },
      "class_name": "LayerNorm",
      "id": "encoder_block.layernorm_after",
      "kind": "normalization",
      "path_pattern": "model.audio_model.audio_encoder.layers.{i}.blocks.{j}.layernorm_after"
    },
    {
      "attributes": {
        "activation": "gelu",
        "hidden_size": 768
      },
      "children": [
        "encoder_block.intermediate.dense"
      ],
      "class_name": "ClapAudioIntermediate",
      "id": "encoder_block.intermediate",
      "kind": "feed_forward",
      "path_pattern": "model.audio_model.audio_encoder.layers.{i}.blocks.{j}.intermediate"
    },
    {
      "attributes": {
        "in_features": 96,
        "out_features": 384
      },
      "class_name": "Linear",
      "id": "encoder_block.intermediate.dense",
      "kind": "projection",
      "path_pattern": "model.audio_model.audio_encoder.layers.{i}.blocks.{j}.intermediate.dense"
    },
    {
      "attributes": {
        "activation": "gelu",
        "hidden_size": 768
      },
      "children": [
        "encoder_block.output.dense"
      ],
      "class_name": "ClapAudioOutput",
      "id": "encoder_block.output",
      "kind": "feed_forward",
      "path_pattern": "model.audio_model.audio_encoder.layers.{i}.blocks.{j}.output"
    },
    {
      "attributes": {
        "in_features": 384,
        "out_features": 96
      },
      "class_name": "Linear",
      "id": "encoder_block.output.dense",
      "kind": "projection",
      "path_pattern": "model.audio_model.audio_encoder.layers.{i}.blocks.{j}.output.dense"
    }
  ]
}