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esm2_t12_35M
File size: 3,203 Bytes
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{
    "module": "keras_hub.src.models.esm.esm_masked_plm",
    "class_name": "ESMMaskedPLM",
    "config": {
        "backbone": {
            "module": "keras_hub.src.models.esm.esm_backbone",
            "class_name": "ESMBackbone",
            "config": {
                "name": "esm_backbone",
                "trainable": true,
                "vocabulary_size": 33,
                "num_layers": 12,
                "num_heads": 20,
                "hidden_dim": 480,
                "intermediate_dim": 1920,
                "dropout": 0.0,
                "max_wavelength": 10000,
                "use_bias": true,
                "activation": "gelu",
                "layer_norm_eps": 1e-05,
                "use_pre_layer_norm": false,
                "position_embedding_type": "rotary",
                "max_sequence_length": 1026,
                "pad_token_id": 1
            },
            "registered_name": "keras_hub>ESMBackbone"
        },
        "preprocessor": {
            "module": "keras_hub.src.models.esm.esm_masked_plm_preprocessor",
            "class_name": "ESMMaskedPLMPreprocessor",
            "config": {
                "name": "esm_masked_plm_preprocessor_1",
                "trainable": true,
                "dtype": {
                    "module": "keras",
                    "class_name": "DTypePolicy",
                    "config": {
                        "name": "float32"
                    },
                    "registered_name": null
                },
                "tokenizer": {
                    "module": "keras_hub.src.models.esm.esm_tokenizer",
                    "class_name": "ESMTokenizer",
                    "config": {
                        "name": "esm_tokenizer",
                        "trainable": true,
                        "dtype": {
                            "module": "keras",
                            "class_name": "DTypePolicy",
                            "config": {
                                "name": "int32"
                            },
                            "registered_name": null
                        },
                        "config_file": "tokenizer.json",
                        "vocabulary": null,
                        "sequence_length": null,
                        "lowercase": false,
                        "strip_accents": false,
                        "split": true,
                        "suffix_indicator": "##",
                        "oov_token": "<unk>",
                        "special_tokens": null,
                        "special_tokens_in_strings": false
                    },
                    "registered_name": "keras_hub>ESMTokenizer"
                },
                "config_file": "preprocessor.json",
                "sequence_length": 512,
                "truncate": "round_robin",
                "mask_selection_rate": 0.15,
                "mask_selection_length": 96,
                "mask_token_rate": 0.8,
                "random_token_rate": 0.1
            },
            "registered_name": "keras_hub>ESMMaskedPLMPreprocessor"
        },
        "name": "esm_masked_plm"
    },
    "registered_name": "keras_hub>ESMMaskedPLM"
}