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{
    "module": "keras_hub.src.models.parseq.parseq_causal_lm",
    "class_name": "PARSeqCausalLM",
    "config": {
        "backbone": {
            "module": "keras_hub.src.models.parseq.parseq_backbone",
            "class_name": "PARSeqBackbone",
            "config": {
                "name": "par_seq_backbone",
                "trainable": true,
                "dtype": {
                    "module": "keras",
                    "class_name": "DTypePolicy",
                    "config": {
                        "name": "float32"
                    },
                    "registered_name": null
                },
                "image_encoder": {
                    "module": "keras_hub.src.models.vit.vit_backbone",
                    "class_name": "ViTBackbone",
                    "config": {
                        "name": "encoder",
                        "trainable": true,
                        "dtype": {
                            "module": "keras",
                            "class_name": "DTypePolicy",
                            "config": {
                                "name": "float32"
                            },
                            "registered_name": null
                        },
                        "image_shape": [
                            32,
                            128,
                            3
                        ],
                        "patch_size": [
                            4,
                            8
                        ],
                        "num_layers": 12,
                        "num_heads": 6,
                        "hidden_dim": 384,
                        "mlp_dim": 1536,
                        "dropout_rate": 0.0,
                        "attention_dropout": 0.0,
                        "layer_norm_epsilon": 1e-06,
                        "use_mha_bias": true,
                        "use_mlp_bias": true,
                        "use_class_token": false,
                        "use_patch_bias": true
                    },
                    "registered_name": "keras_hub>ViTBackbone"
                },
                "vocabulary_size": 97,
                "max_label_length": 25,
                "decoder_hidden_dim": 384,
                "num_decoder_layers": 1,
                "num_decoder_heads": 12,
                "decoder_mlp_dim": 1536,
                "dropout_rate": 0.1,
                "attention_dropout": 0.1
            },
            "registered_name": "keras_hub>PARSeqBackbone"
        },
        "preprocessor": {
            "module": "keras_hub.src.models.parseq.parseq_causal_lm_preprocessor",
            "class_name": "PARSeqCausalLMPreprocessor",
            "config": {
                "name": "par_seq_causal_lm_preprocessor",
                "trainable": true,
                "dtype": {
                    "module": "keras",
                    "class_name": "DTypePolicy",
                    "config": {
                        "name": "float32"
                    },
                    "registered_name": null
                },
                "tokenizer": {
                    "module": "keras_hub.src.models.parseq.parseq_tokenizer",
                    "class_name": "PARSeqTokenizer",
                    "config": {
                        "name": "par_seq_tokenizer",
                        "trainable": true,
                        "dtype": {
                            "module": "keras",
                            "class_name": "DTypePolicy",
                            "config": {
                                "name": "int32"
                            },
                            "registered_name": null
                        },
                        "config_file": "tokenizer.json"
                    },
                    "registered_name": "keras_hub>PARSeqTokenizer"
                },
                "image_converter": {
                    "module": "keras_hub.src.models.parseq.parseq_image_converter",
                    "class_name": "PARSeqImageConverter",
                    "config": {
                        "name": "par_seq_image_converter",
                        "trainable": true,
                        "dtype": {
                            "module": "keras",
                            "class_name": "DTypePolicy",
                            "config": {
                                "name": "float32"
                            },
                            "registered_name": null
                        },
                        "image_size": [
                            32,
                            128
                        ],
                        "scale": 0.00784313725490196,
                        "offset": -1.0,
                        "interpolation": "bicubic",
                        "antialias": false,
                        "crop_to_aspect_ratio": true,
                        "pad_to_aspect_ratio": false,
                        "bounding_box_format": "yxyx"
                    },
                    "registered_name": "keras_hub>PARSeqImageConverter"
                },
                "config_file": "preprocessor.json",
                "sequence_length": 25,
                "add_start_token": true,
                "add_end_token": true
            },
            "registered_name": "keras_hub>PARSeqCausalLMPreprocessor"
        },
        "name": "par_seq_causal_lm",
        "num_perms": 6,
        "add_forward_perms": true,
        "add_mirrored_perms": true,
        "seed": null,
        "end_token_id": 0
    },
    "registered_name": "keras_hub>PARSeqCausalLM"
}